warning: commands will be executed using /bin/sh
job 1538 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	4
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 845145 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 14743 members 
Mstep: Class 3 contains 14876 members 
Mstep: Class 4 contains 14917 members 
Mstep: Class 5 contains 14843 members 
Mstep: Class 6 contains 14889 members 
Mstep: Class 7 contains 14889 members 
Mstep: Class 8 contains 14880 members 
Mstep: Class 9 contains 14724 members 
Mstep: Class 10 contains 14749 members 
Mstep: Class 11 contains 14921 members 
Mstep: Class 12 contains 14603 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 14750 members 
Mstep: Class 15 contains 14701 members 
Mstep: Class 16 contains 14853 members 
Mstep: Class 17 contains 14929 members 
Mstep: Class 18 contains 14901 members 
Mstep: Class 19 contains 14800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 248.103195 but Gain 2039.156250
Score: -23191786.000000 Penalty: 36704.804688
Iteration 0F: 19 clusters Score -2.319179e+07 nChanged 264325
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 5351 members 
Mstep: Class 3 contains 11777 members 
Mstep: Class 4 contains 32351 members 
Mstep: Class 5 contains 4272 members 
Mstep: Class 6 contains 9950 members 
Mstep: Class 7 contains 6911 members 
Mstep: Class 8 contains 11890 members 
Mstep: Class 9 contains 30557 members 
Mstep: Class 10 contains 6996 members 
Mstep: Class 11 contains 13610 members 
Mstep: Class 12 contains 5267 members 
Mstep: Class 13 contains 17408 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 16 contains 10779 members 
Mstep: Class 17 contains 8134 members 
Mstep: Class 18 contains 60137 members 
Mstep: Class 19 contains 20285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24288612.000000 Penalty: 36704.804688
Iteration 1F: 19 clusters Score -2.428861e+07 nChanged 105714
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 7905 members 
Mstep: Class 4 contains 27696 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 9023 members 
Mstep: Class 7 contains 3341 members 
Mstep: Class 8 contains 6222 members 
Mstep: Class 9 contains 28675 members 
Mstep: Class 10 contains 6824 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 4934 members 
Mstep: Class 13 contains 23813 members 
Mstep: Class 14 contains 7524 members 
Mstep: Class 16 contains 10014 members 
Mstep: Class 17 contains 7556 members 
Mstep: Class 18 contains 80858 members 
Mstep: Class 19 contains 26584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 1737.092773 but Gain 2039.156250
Score: -24505534.000000 Penalty: 34665.648438
Iteration 2F: 18 clusters Score -2.450553e+07 nChanged 66767
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 21231 members 
Mstep: Class 5 contains 1453 members 
Mstep: Class 6 contains 10474 members 
Mstep: Class 7 contains 1869 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 23248 members 
Mstep: Class 10 contains 7431 members 
Mstep: Class 11 contains 3849 members 
Mstep: Class 12 contains 5176 members 
Mstep: Class 13 contains 27702 members 
Mstep: Class 14 contains 7196 members 
Mstep: Class 16 contains 11537 members 
Mstep: Class 17 contains 8242 members 
Mstep: Class 18 contains 88051 members 
Mstep: Class 19 contains 33621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1842.771606 but Gain 2039.156250
Score: -24607990.000000 Penalty: 32626.492188
Iteration 3F: 17 clusters Score -2.460799e+07 nChanged 44042
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 3 contains 5671 members 
Mstep: Class 4 contains 17308 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 12252 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 8648 members 
Mstep: Class 11 contains 2796 members 
Mstep: Class 12 contains 6038 members 
Mstep: Class 13 contains 28438 members 
Mstep: Class 14 contains 6114 members 
Mstep: Class 16 contains 12923 members 
Mstep: Class 17 contains 9484 members 
Mstep: Class 18 contains 89604 members 
Mstep: Class 19 contains 37880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24662972.000000 Penalty: 32626.492188
Iteration 4F: 17 clusters Score -2.466297e+07 nChanged 30431
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 3 contains 4760 members 
Mstep: Class 4 contains 14400 members 
Mstep: Class 5 contains 1359 members 
Mstep: Class 6 contains 14257 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 9 contains 14292 members 
Mstep: Class 10 contains 9924 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 12 contains 7168 members 
Mstep: Class 13 contains 27977 members 
Mstep: Class 14 contains 5266 members 
Mstep: Class 16 contains 13531 members 
Mstep: Class 17 contains 10516 members 
Mstep: Class 18 contains 89415 members 
Mstep: Class 19 contains 40073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24695982.000000 Penalty: 32626.492188
Iteration 5F: 17 clusters Score -2.469598e+07 nChanged 23415
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 3 contains 4044 members 
Mstep: Class 4 contains 12185 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 16267 members 
Mstep: Class 7 contains 2272 members 
Mstep: Class 9 contains 11864 members 
Mstep: Class 10 contains 11157 members 
Mstep: Class 11 contains 2407 members 
Mstep: Class 12 contains 8355 members 
Mstep: Class 13 contains 26900 members 
Mstep: Class 14 contains 4905 members 
Mstep: Class 16 contains 13030 members 
Mstep: Class 17 contains 11476 members 
Mstep: Class 18 contains 88862 members 
Mstep: Class 19 contains 41397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24718170.000000 Penalty: 32626.492188
Iteration 6F: 17 clusters Score -2.471817e+07 nChanged 18163
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 1836 members 
Mstep: Class 6 contains 17988 members 
Mstep: Class 7 contains 2703 members 
Mstep: Class 9 contains 10366 members 
Mstep: Class 10 contains 12277 members 
Mstep: Class 11 contains 2626 members 
Mstep: Class 12 contains 9492 members 
Mstep: Class 13 contains 25806 members 
Mstep: Class 14 contains 4932 members 
Mstep: Class 16 contains 12093 members 
Mstep: Class 17 contains 12101 members 
Mstep: Class 18 contains 88164 members 
Mstep: Class 19 contains 41882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24731976.000000 Penalty: 32626.492188
Iteration 7F: 17 clusters Score -2.473198e+07 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 3 contains 3191 members 
Mstep: Class 4 contains 10187 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 19228 members 
Mstep: Class 7 contains 2984 members 
Mstep: Class 9 contains 9394 members 
Mstep: Class 10 contains 13265 members 
Mstep: Class 11 contains 3024 members 
Mstep: Class 12 contains 10621 members 
Mstep: Class 13 contains 25154 members 
Mstep: Class 14 contains 5120 members 
Mstep: Class 16 contains 10958 members 
Mstep: Class 17 contains 12515 members 
Mstep: Class 18 contains 87340 members 
Mstep: Class 19 contains 41837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24741126.000000 Penalty: 32626.492188
Iteration 8F: 17 clusters Score -2.474113e+07 nChanged 11734
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 3 contains 3040 members 
Mstep: Class 4 contains 9720 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 20141 members 
Mstep: Class 7 contains 3142 members 
Mstep: Class 9 contains 8830 members 
Mstep: Class 10 contains 14168 members 
Mstep: Class 11 contains 3532 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 5292 members 
Mstep: Class 16 contains 10008 members 
Mstep: Class 17 contains 12699 members 
Mstep: Class 18 contains 86423 members 
Mstep: Class 19 contains 41619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24747838.000000 Penalty: 32626.492188
Iteration 9Q: 17 clusters Score -2.474784e+07 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 3226 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 14995 members 
Mstep: Class 11 contains 4140 members 
Mstep: Class 12 contains 12682 members 
Mstep: Class 13 contains 24484 members 
Mstep: Class 14 contains 5514 members 
Mstep: Class 16 contains 9170 members 
Mstep: Class 17 contains 12715 members 
Mstep: Class 18 contains 85478 members 
Mstep: Class 19 contains 41294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24753156.000000 Penalty: 32626.492188
Iteration 10Q: 17 clusters Score -2.475316e+07 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 9082 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 21438 members 
Mstep: Class 7 contains 3231 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 15748 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 13630 members 
Mstep: Class 13 contains 24375 members 
Mstep: Class 14 contains 5732 members 
Mstep: Class 16 contains 8621 members 
Mstep: Class 17 contains 12558 members 
Mstep: Class 18 contains 84580 members 
Mstep: Class 19 contains 40926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24756896.000000 Penalty: 32626.492188
Iteration 11Q: 17 clusters Score -2.47569e+07 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 3 contains 3020 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 21901 members 
Mstep: Class 7 contains 3171 members 
Mstep: Class 9 contains 8031 members 
Mstep: Class 10 contains 16403 members 
Mstep: Class 11 contains 5489 members 
Mstep: Class 12 contains 14541 members 
Mstep: Class 13 contains 24422 members 
Mstep: Class 14 contains 5843 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 12327 members 
Mstep: Class 18 contains 83736 members 
Mstep: Class 19 contains 40518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24759832.000000 Penalty: 32626.492188
Iteration 12Q: 17 clusters Score -2.475983e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 2507 members 
Mstep: Class 6 contains 22342 members 
Mstep: Class 7 contains 3055 members 
Mstep: Class 9 contains 7906 members 
Mstep: Class 10 contains 16974 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 24551 members 
Mstep: Class 14 contains 5922 members 
Mstep: Class 16 contains 8130 members 
Mstep: Class 17 contains 12075 members 
Mstep: Class 18 contains 82840 members 
Mstep: Class 19 contains 40090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24762438.000000 Penalty: 32626.492188
Iteration 13Q: 17 clusters Score -2.476244e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 2634 members 
Mstep: Class 6 contains 22770 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 9 contains 7764 members 
Mstep: Class 10 contains 17481 members 
Mstep: Class 11 contains 6811 members 
Mstep: Class 12 contains 16408 members 
Mstep: Class 13 contains 24692 members 
Mstep: Class 14 contains 5972 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 82023 members 
Mstep: Class 19 contains 39656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24764846.000000 Penalty: 32626.492188
Iteration 14Q: 17 clusters Score -2.476485e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 3 contains 3285 members 
Mstep: Class 4 contains 8103 members 
Mstep: Class 5 contains 2790 members 
Mstep: Class 6 contains 23211 members 
Mstep: Class 7 contains 2857 members 
Mstep: Class 9 contains 7621 members 
Mstep: Class 10 contains 17937 members 
Mstep: Class 11 contains 7378 members 
Mstep: Class 12 contains 17383 members 
Mstep: Class 13 contains 24883 members 
Mstep: Class 14 contains 6009 members 
Mstep: Class 16 contains 7939 members 
Mstep: Class 17 contains 11409 members 
Mstep: Class 18 contains 81187 members 
Mstep: Class 19 contains 39244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24766948.000000 Penalty: 32626.492188
Iteration 15Q: 17 clusters Score -2.476695e+07 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 3 contains 3370 members 
Mstep: Class 4 contains 7938 members 
Mstep: Class 5 contains 2938 members 
Mstep: Class 6 contains 23642 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 9 contains 7478 members 
Mstep: Class 10 contains 18367 members 
Mstep: Class 11 contains 7914 members 
Mstep: Class 12 contains 18324 members 
Mstep: Class 13 contains 25044 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 16 contains 7845 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 80412 members 
Mstep: Class 19 contains 38784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24768842.000000 Penalty: 32626.492188
Iteration 16Q: 17 clusters Score -2.476884e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 7791 members 
Mstep: Class 5 contains 3106 members 
Mstep: Class 6 contains 24019 members 
Mstep: Class 7 contains 2704 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 18775 members 
Mstep: Class 11 contains 8380 members 
Mstep: Class 12 contains 19222 members 
Mstep: Class 13 contains 25167 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 16 contains 7764 members 
Mstep: Class 17 contains 10891 members 
Mstep: Class 18 contains 79698 members 
Mstep: Class 19 contains 38301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24770392.000000 Penalty: 32626.492188
Iteration 17Q: 17 clusters Score -2.477039e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 7679 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 24399 members 
Mstep: Class 7 contains 2718 members 
Mstep: Class 9 contains 7232 members 
Mstep: Class 10 contains 19145 members 
Mstep: Class 11 contains 8785 members 
Mstep: Class 12 contains 20059 members 
Mstep: Class 13 contains 25270 members 
Mstep: Class 14 contains 6103 members 
Mstep: Class 16 contains 7703 members 
Mstep: Class 17 contains 10666 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 37836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24771682.000000 Penalty: 32626.492188
Iteration 18Q: 17 clusters Score -2.477168e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 3 contains 3601 members 
Mstep: Class 4 contains 7587 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 24772 members 
Mstep: Class 7 contains 2729 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 19505 members 
Mstep: Class 11 contains 9086 members 
Mstep: Class 12 contains 20880 members 
Mstep: Class 13 contains 25323 members 
Mstep: Class 14 contains 6118 members 
Mstep: Class 16 contains 7628 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 78564 members 
Mstep: Class 19 contains 37410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24772558.000000 Penalty: 32626.492188
Iteration 19Q: 17 clusters Score -2.477256e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 4 contains 7498 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 25169 members 
Mstep: Class 7 contains 2759 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 19845 members 
Mstep: Class 11 contains 9333 members 
Mstep: Class 12 contains 21646 members 
Mstep: Class 13 contains 25341 members 
Mstep: Class 14 contains 6136 members 
Mstep: Class 16 contains 7589 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 78072 members 
Mstep: Class 19 contains 37023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24773532.000000 Penalty: 32626.492188
Iteration 20F: 17 clusters Score -2.477353e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 3 contains 3772 members 
Mstep: Class 4 contains 7399 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 25627 members 
Mstep: Class 7 contains 2796 members 
Mstep: Class 9 contains 6963 members 
Mstep: Class 10 contains 20169 members 
Mstep: Class 11 contains 9544 members 
Mstep: Class 12 contains 22491 members 
Mstep: Class 13 contains 25284 members 
Mstep: Class 14 contains 6154 members 
Mstep: Class 16 contains 7548 members 
Mstep: Class 17 contains 10034 members 
Mstep: Class 18 contains 77610 members 
Mstep: Class 19 contains 36614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24774472.000000 Penalty: 32626.492188
Iteration 21Q: 17 clusters Score -2.477447e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 3 contains 3853 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 3517 members 
Mstep: Class 6 contains 26084 members 
Mstep: Class 7 contains 2816 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 20487 members 
Mstep: Class 11 contains 9712 members 
Mstep: Class 12 contains 23325 members 
Mstep: Class 13 contains 25222 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 16 contains 7489 members 
Mstep: Class 17 contains 9789 members 
Mstep: Class 18 contains 77137 members 
Mstep: Class 19 contains 36264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24775264.000000 Penalty: 32626.492188
Iteration 22Q: 17 clusters Score -2.477526e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 3 contains 3899 members 
Mstep: Class 4 contains 7248 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 26567 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 20823 members 
Mstep: Class 11 contains 9871 members 
Mstep: Class 12 contains 24180 members 
Mstep: Class 13 contains 25181 members 
Mstep: Class 14 contains 6182 members 
Mstep: Class 16 contains 7447 members 
Mstep: Class 17 contains 9533 members 
Mstep: Class 18 contains 76644 members 
Mstep: Class 19 contains 35870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24775998.000000 Penalty: 32626.492188
Iteration 23Q: 17 clusters Score -2.4776e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 7189 members 
Mstep: Class 5 contains 3651 members 
Mstep: Class 6 contains 27050 members 
Mstep: Class 7 contains 2862 members 
Mstep: Class 9 contains 6781 members 
Mstep: Class 10 contains 21123 members 
Mstep: Class 11 contains 10012 members 
Mstep: Class 12 contains 25022 members 
Mstep: Class 13 contains 25099 members 
Mstep: Class 14 contains 6193 members 
Mstep: Class 16 contains 7412 members 
Mstep: Class 17 contains 9337 members 
Mstep: Class 18 contains 76142 members 
Mstep: Class 19 contains 35538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24776742.000000 Penalty: 32626.492188
Iteration 24Q: 17 clusters Score -2.477674e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 3 contains 3954 members 
Mstep: Class 4 contains 7137 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 27509 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 21415 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 25807 members 
Mstep: Class 13 contains 25004 members 
Mstep: Class 14 contains 6207 members 
Mstep: Class 16 contains 7389 members 
Mstep: Class 17 contains 9149 members 
Mstep: Class 18 contains 75679 members 
Mstep: Class 19 contains 35240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24777418.000000 Penalty: 32626.492188
Iteration 25Q: 17 clusters Score -2.477742e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 3 contains 3972 members 
Mstep: Class 4 contains 7093 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 27984 members 
Mstep: Class 7 contains 2926 members 
Mstep: Class 9 contains 6650 members 
Mstep: Class 10 contains 21707 members 
Mstep: Class 11 contains 10173 members 
Mstep: Class 12 contains 26583 members 
Mstep: Class 13 contains 24902 members 
Mstep: Class 14 contains 6228 members 
Mstep: Class 16 contains 7358 members 
Mstep: Class 17 contains 8973 members 
Mstep: Class 18 contains 75205 members 
Mstep: Class 19 contains 34992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24778110.000000 Penalty: 32626.492188
Iteration 26Q: 17 clusters Score -2.477811e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 7079 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 28445 members 
Mstep: Class 7 contains 2945 members 
Mstep: Class 9 contains 6603 members 
Mstep: Class 10 contains 21983 members 
Mstep: Class 11 contains 10202 members 
Mstep: Class 12 contains 27309 members 
Mstep: Class 13 contains 24844 members 
Mstep: Class 14 contains 6250 members 
Mstep: Class 16 contains 7341 members 
Mstep: Class 17 contains 8802 members 
Mstep: Class 18 contains 74768 members 
Mstep: Class 19 contains 34736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24778794.000000 Penalty: 32626.492188
Iteration 27Q: 17 clusters Score -2.477879e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 28892 members 
Mstep: Class 7 contains 2972 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 22237 members 
Mstep: Class 11 contains 10198 members 
Mstep: Class 12 contains 28058 members 
Mstep: Class 13 contains 24727 members 
Mstep: Class 14 contains 6270 members 
Mstep: Class 16 contains 7318 members 
Mstep: Class 17 contains 8644 members 
Mstep: Class 18 contains 74341 members 
Mstep: Class 19 contains 34507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24779504.000000 Penalty: 32626.492188
Iteration 28Q: 17 clusters Score -2.47795e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 3 contains 4019 members 
Mstep: Class 4 contains 7077 members 
Mstep: Class 5 contains 3969 members 
Mstep: Class 6 contains 29241 members 
Mstep: Class 7 contains 3001 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 22488 members 
Mstep: Class 11 contains 10170 members 
Mstep: Class 12 contains 28748 members 
Mstep: Class 13 contains 24667 members 
Mstep: Class 14 contains 6278 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 8492 members 
Mstep: Class 18 contains 73977 members 
Mstep: Class 19 contains 34300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24779908.000000 Penalty: 32626.492188
Iteration 29Q: 17 clusters Score -2.477991e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 29574 members 
Mstep: Class 7 contains 3027 members 
Mstep: Class 9 contains 6495 members 
Mstep: Class 10 contains 22710 members 
Mstep: Class 11 contains 10160 members 
Mstep: Class 12 contains 29357 members 
Mstep: Class 13 contains 24577 members 
Mstep: Class 14 contains 6292 members 
Mstep: Class 16 contains 7316 members 
Mstep: Class 17 contains 8362 members 
Mstep: Class 18 contains 73633 members 
Mstep: Class 19 contains 34138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24780254.000000 Penalty: 32626.492188
Iteration 30Q: 17 clusters Score -2.478025e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 3 contains 4048 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 29867 members 
Mstep: Class 7 contains 3051 members 
Mstep: Class 9 contains 6475 members 
Mstep: Class 10 contains 22933 members 
Mstep: Class 11 contains 10157 members 
Mstep: Class 12 contains 29934 members 
Mstep: Class 13 contains 24507 members 
Mstep: Class 14 contains 6307 members 
Mstep: Class 16 contains 7315 members 
Mstep: Class 17 contains 8233 members 
Mstep: Class 18 contains 73347 members 
Mstep: Class 19 contains 33978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24780590.000000 Penalty: 32626.492188
Iteration 31Q: 17 clusters Score -2.478059e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 7034 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 30121 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 10144 members 
Mstep: Class 12 contains 30545 members 
Mstep: Class 13 contains 24429 members 
Mstep: Class 14 contains 6300 members 
Mstep: Class 16 contains 7326 members 
Mstep: Class 17 contains 8105 members 
Mstep: Class 18 contains 73094 members 
Mstep: Class 19 contains 33823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24780894.000000 Penalty: 32626.492188
Iteration 32Q: 17 clusters Score -2.478089e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 3 contains 4074 members 
Mstep: Class 4 contains 7010 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 30351 members 
Mstep: Class 7 contains 3091 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 23352 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 31110 members 
Mstep: Class 13 contains 24353 members 
Mstep: Class 14 contains 6292 members 
Mstep: Class 16 contains 7339 members 
Mstep: Class 17 contains 7996 members 
Mstep: Class 18 contains 72841 members 
Mstep: Class 19 contains 33699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781340.000000 Penalty: 32626.492188
Iteration 33Q: 17 clusters Score -2.478134e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 3 contains 4093 members 
Mstep: Class 4 contains 6984 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 30554 members 
Mstep: Class 7 contains 3110 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 23532 members 
Mstep: Class 11 contains 10088 members 
Mstep: Class 12 contains 31633 members 
Mstep: Class 13 contains 24278 members 
Mstep: Class 14 contains 6285 members 
Mstep: Class 16 contains 7346 members 
Mstep: Class 17 contains 7889 members 
Mstep: Class 18 contains 72636 members 
Mstep: Class 19 contains 33583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781504.000000 Penalty: 32626.492188
Iteration 34Q: 17 clusters Score -2.47815e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 3 contains 4103 members 
Mstep: Class 4 contains 6949 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 30753 members 
Mstep: Class 7 contains 3130 members 
Mstep: Class 9 contains 6390 members 
Mstep: Class 10 contains 23725 members 
Mstep: Class 11 contains 10053 members 
Mstep: Class 12 contains 32121 members 
Mstep: Class 13 contains 24206 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 16 contains 7355 members 
Mstep: Class 17 contains 7797 members 
Mstep: Class 18 contains 72451 members 
Mstep: Class 19 contains 33457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781810.000000 Penalty: 32626.492188
Iteration 35Q: 17 clusters Score -2.478181e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 3 contains 4114 members 
Mstep: Class 4 contains 6927 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 30942 members 
Mstep: Class 7 contains 3139 members 
Mstep: Class 9 contains 6382 members 
Mstep: Class 10 contains 23896 members 
Mstep: Class 11 contains 10021 members 
Mstep: Class 12 contains 32588 members 
Mstep: Class 13 contains 24153 members 
Mstep: Class 14 contains 6264 members 
Mstep: Class 16 contains 7362 members 
Mstep: Class 17 contains 7718 members 
Mstep: Class 18 contains 72258 members 
Mstep: Class 19 contains 33357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781974.000000 Penalty: 32626.492188
Iteration 36Q: 17 clusters Score -2.478197e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 3 contains 4124 members 
Mstep: Class 4 contains 6888 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 31089 members 
Mstep: Class 7 contains 3144 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 24056 members 
Mstep: Class 11 contains 10007 members 
Mstep: Class 12 contains 32979 members 
Mstep: Class 13 contains 24132 members 
Mstep: Class 14 contains 6249 members 
Mstep: Class 16 contains 7369 members 
Mstep: Class 17 contains 7645 members 
Mstep: Class 18 contains 72065 members 
Mstep: Class 19 contains 33240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24782078.000000 Penalty: 32626.492188
Iteration 37Q: 17 clusters Score -2.478208e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 4235 members 
Mstep: Class 6 contains 31222 members 
Mstep: Class 7 contains 3141 members 
Mstep: Class 9 contains 6391 members 
Mstep: Class 10 contains 24212 members 
Mstep: Class 11 contains 9985 members 
Mstep: Class 12 contains 33308 members 
Mstep: Class 13 contains 24107 members 
Mstep: Class 14 contains 6248 members 
Mstep: Class 16 contains 7368 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 71915 members 
Mstep: Class 19 contains 33124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24782236.000000 Penalty: 32626.492188
Iteration 38Q: 17 clusters Score -2.478224e+07 nChanged 1221
Entering ConstructFrom: 
Score: -24782236.000000 Penalty: 32626.492188
Entering ConstructFrom: 
Trying to split cluster 1 (7681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Entering Unmasked Estep 
Score: -677672.500000 Penalty: 1453.807007
	Iteration 0F: 2 clusters Score -677672.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -671981.062500 Penalty: 2907.614014
	Iteration 0F: 3 clusters Score -671981.1 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -673919.687500 Penalty: 2907.614014
	Iteration 1F: 3 clusters Score -673919.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -674307.875000 Penalty: 2907.614014
	Iteration 2F: 3 clusters Score -674307.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -674631.625000 Penalty: 2907.614014
	Iteration 3F: 3 clusters Score -674631.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -674934.562500 Penalty: 2907.614014
	Iteration 4F: 3 clusters Score -674934.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -675234.437500 Penalty: 2907.614014
	Iteration 5F: 3 clusters Score -675234.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -675569.187500 Penalty: 2907.614014
	Iteration 6F: 3 clusters Score -675569.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -675842.812500 Penalty: 2907.614014
	Iteration 7Q: 3 clusters Score -675842.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -676062.937500 Penalty: 2907.614014
	Iteration 8Q: 3 clusters Score -676062.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -676217.562500 Penalty: 2907.614014
	Iteration 9Q: 3 clusters Score -676217.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -676361.812500 Penalty: 2907.614014
	Iteration 10Q: 3 clusters Score -676361.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -676484.625000 Penalty: 2907.614014
	Iteration 11Q: 3 clusters Score -676484.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -676593.500000 Penalty: 2907.614014
	Iteration 12Q: 3 clusters Score -676593.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -676695.687500 Penalty: 2907.614014
	Iteration 13Q: 3 clusters Score -676695.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -676776.312500 Penalty: 2907.614014
	Iteration 14Q: 3 clusters Score -676776.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -676845.375000 Penalty: 2907.614014
	Iteration 15Q: 3 clusters Score -676845.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -676933.312500 Penalty: 2907.614014
	Iteration 16Q: 3 clusters Score -676933.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -677003.937500 Penalty: 2907.614014
	Iteration 17Q: 3 clusters Score -677003.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -677053.937500 Penalty: 2907.614014
	Iteration 18Q: 3 clusters Score -677053.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -677092.562500 Penalty: 2907.614014
	Iteration 19Q: 3 clusters Score -677092.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -677129.750000 Penalty: 2907.614014
	Iteration 20F: 3 clusters Score -677129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -677156.750000 Penalty: 2907.614014
	Iteration 21Q: 3 clusters Score -677156.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -677175.250000 Penalty: 2907.614014
	Iteration 22Q: 3 clusters Score -677175.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -677202.250000 Penalty: 2907.614014
	Iteration 23Q: 3 clusters Score -677202.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -677225.937500 Penalty: 2907.614014
	Iteration 24Q: 3 clusters Score -677225.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -677244.937500 Penalty: 2907.614014
	Iteration 25Q: 3 clusters Score -677244.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -677254.437500 Penalty: 2907.614014
	Iteration 26Q: 3 clusters Score -677254.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -677258.562500 Penalty: 2907.614014
	Iteration 27Q: 3 clusters Score -677258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -677262.437500 Penalty: 2907.614014
	Iteration 28Q: 3 clusters Score -677262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -677263.437500 Penalty: 2907.614014
	Iteration 29Q: 3 clusters Score -677263.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -677265.750000 Penalty: 2907.614014
	Iteration 30Q: 3 clusters Score -677265.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -677266.000000 Penalty: 2907.614014
	Iteration 31Q: 3 clusters Score -677266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -677266.437500 Penalty: 2907.614014
	Iteration 32Q: 3 clusters Score -677266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -677266.437500 Penalty: 2907.614014
	Iteration 33F: 3 clusters Score -677266.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -352573.250000 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -352573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -349104.875000 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -349104.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -350219.343750 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -350219.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -350477.968750 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -350478 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -350640.125000 Penalty: 2708.547119
	Iteration 3F: 3 clusters Score -350640.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -350792.562500 Penalty: 2708.547119
	Iteration 4F: 3 clusters Score -350792.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -350976.125000 Penalty: 2708.547119
	Iteration 5Q: 3 clusters Score -350976.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -351183.687500 Penalty: 2708.547119
	Iteration 6Q: 3 clusters Score -351183.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -351336.031250 Penalty: 2708.547119
	Iteration 7Q: 3 clusters Score -351336 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -351445.500000 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -351445.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -351538.437500 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -351538.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -351607.125000 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -351607.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -351648.750000 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -351648.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -351676.000000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -351676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -351694.625000 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -351694.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -351709.218750 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -351709.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -351718.343750 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -351718.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -351724.875000 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -351724.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -351729.750000 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -351729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -351733.156250 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -351733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -351733.750000 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -351733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -351735.218750 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -351735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -351735.500000 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -351735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -351738.031250 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -351738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -351739.906250 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -351739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -351743.218750 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -351743.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -351747.468750 Penalty: 2708.547119
	Iteration 25Q: 3 clusters Score -351747.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -351749.500000 Penalty: 2708.547119
	Iteration 26Q: 3 clusters Score -351749.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -351752.812500 Penalty: 2708.547119
	Iteration 27Q: 3 clusters Score -351752.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -351754.687500 Penalty: 2708.547119
	Iteration 28Q: 3 clusters Score -351754.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -351756.531250 Penalty: 2708.547119
	Iteration 29Q: 3 clusters Score -351756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -351757.718750 Penalty: 2708.547119
	Iteration 30Q: 3 clusters Score -351757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -351758.750000 Penalty: 2708.547119
	Iteration 31Q: 3 clusters Score -351758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -351758.906250 Penalty: 2708.547119
	Iteration 32Q: 3 clusters Score -351758.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -351758.906250 Penalty: 2708.547119
	Iteration 33F: 3 clusters Score -351758.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Entering Unmasked Estep 
Score: -616118.562500 Penalty: 1434.439697
	Iteration 0F: 2 clusters Score -616118.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -610947.562500 Penalty: 2868.879395
	Iteration 0F: 3 clusters Score -610947.6 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -612500.250000 Penalty: 2868.879395
	Iteration 1F: 3 clusters Score -612500.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -612774.500000 Penalty: 2868.879395
	Iteration 2F: 3 clusters Score -612774.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -612995.312500 Penalty: 2868.879395
	Iteration 3F: 3 clusters Score -612995.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -613186.750000 Penalty: 2868.879395
	Iteration 4F: 3 clusters Score -613186.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -613397.625000 Penalty: 2868.879395
	Iteration 5Q: 3 clusters Score -613397.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -613650.375000 Penalty: 2868.879395
	Iteration 6F: 3 clusters Score -613650.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -613941.000000 Penalty: 2868.879395
	Iteration 7F: 3 clusters Score -613941 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -614327.062500 Penalty: 2868.879395
	Iteration 8F: 3 clusters Score -614327.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -614821.187500 Penalty: 2868.879395
	Iteration 9F: 3 clusters Score -614821.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -615508.187500 Penalty: 2868.879395
	Iteration 10F: 3 clusters Score -615508.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -616363.937500 Penalty: 2868.879395
	Iteration 11F: 3 clusters Score -616363.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -617135.500000 Penalty: 2868.879395
	Iteration 12F: 3 clusters Score -617135.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -617471.937500 Penalty: 2868.879395
	Iteration 13Q: 3 clusters Score -617471.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -617590.937500 Penalty: 2868.879395
	Iteration 14Q: 3 clusters Score -617590.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -617622.937500 Penalty: 2868.879395
	Iteration 15Q: 3 clusters Score -617622.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -617634.000000 Penalty: 2868.879395
	Iteration 16Q: 3 clusters Score -617634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -617636.250000 Penalty: 2868.879395
	Iteration 17Q: 3 clusters Score -617636.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -617638.875000 Penalty: 2868.879395
	Iteration 18Q: 3 clusters Score -617638.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -617639.562500 Penalty: 2868.879395
	Iteration 19Q: 3 clusters Score -617639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -617639.687500 Penalty: 2868.879395
	Iteration 20F: 3 clusters Score -617639.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -617641.250000 Penalty: 2868.879395
	Iteration 21Q: 3 clusters Score -617641.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -617640.312500 Penalty: 2868.879395
	Iteration 22Q: 3 clusters Score -617640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -617640.562500 Penalty: 2868.879395
	Iteration 23Q: 3 clusters Score -617640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -617640.562500 Penalty: 2868.879395
	Iteration 24F: 3 clusters Score -617640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 4263 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 24359 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Entering Unmasked Estep 
Score: -24783142.000000 Penalty: 34665.648438
Splitting cluster 4 changes total score from -24782236.000000 to -24783142.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (4263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Entering Unmasked Estep 
Score: -368471.125000 Penalty: 1358.130859
	Iteration 0F: 2 clusters Score -368471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -364998.156250 Penalty: 2716.261719
	Iteration 0F: 3 clusters Score -364998.2 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -366002.125000 Penalty: 2716.261719
	Iteration 1F: 3 clusters Score -366002.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -366433.875000 Penalty: 2716.261719
	Iteration 2F: 3 clusters Score -366433.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -366958.531250 Penalty: 2716.261719
	Iteration 3F: 3 clusters Score -366958.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -367684.062500 Penalty: 2716.261719
	Iteration 4F: 3 clusters Score -367684.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -368674.156250 Penalty: 2716.261719
	Iteration 5F: 3 clusters Score -368674.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -369484.531250 Penalty: 2716.261719
	Iteration 6F: 3 clusters Score -369484.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -369791.875000 Penalty: 2716.261719
	Iteration 7Q: 3 clusters Score -369791.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -369887.875000 Penalty: 2716.261719
	Iteration 8Q: 3 clusters Score -369887.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -369924.906250 Penalty: 2716.261719
	Iteration 9Q: 3 clusters Score -369924.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -369940.343750 Penalty: 2716.261719
	Iteration 10Q: 3 clusters Score -369940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -369952.281250 Penalty: 2716.261719
	Iteration 11Q: 3 clusters Score -369952.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -369962.031250 Penalty: 2716.261719
	Iteration 12Q: 3 clusters Score -369962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -369971.500000 Penalty: 2716.261719
	Iteration 13Q: 3 clusters Score -369971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -369976.562500 Penalty: 2716.261719
	Iteration 14Q: 3 clusters Score -369976.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -369982.343750 Penalty: 2716.261719
	Iteration 15Q: 3 clusters Score -369982.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -369986.312500 Penalty: 2716.261719
	Iteration 16Q: 3 clusters Score -369986.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -369988.843750 Penalty: 2716.261719
	Iteration 17Q: 3 clusters Score -369988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -369990.093750 Penalty: 2716.261719
	Iteration 18Q: 3 clusters Score -369990.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -369990.687500 Penalty: 2716.261719
	Iteration 19Q: 3 clusters Score -369990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -369990.687500 Penalty: 2716.261719
	Iteration 20F: 3 clusters Score -369990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 3135 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 24359 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Entering Unmasked Estep 
Score: -24784070.000000 Penalty: 36704.804688
Splitting cluster 5 changes total score from -24782236.000000 to -24784070.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 6 (31350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31350 members 
Entering Unmasked Estep 
Score: -2919053.000000 Penalty: 1682.357544
	Iteration 0F: 2 clusters Score -2919053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2897832.250000 Penalty: 3364.715088
	Iteration 0F: 3 clusters Score -2897832 nChanged 14562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2906098.500000 Penalty: 3364.715088
	Iteration 1F: 3 clusters Score -2906098 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2906926.000000 Penalty: 3364.715088
	Iteration 2F: 3 clusters Score -2906926 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2907845.500000 Penalty: 3364.715088
	Iteration 3F: 3 clusters Score -2907846 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2909006.000000 Penalty: 3364.715088
	Iteration 4F: 3 clusters Score -2909006 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2910278.250000 Penalty: 3364.715088
	Iteration 5F: 3 clusters Score -2910278 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2911570.250000 Penalty: 3364.715088
	Iteration 6F: 3 clusters Score -2911570 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -2912764.500000 Penalty: 3364.715088
	Iteration 7F: 3 clusters Score -2912764 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2913832.000000 Penalty: 3364.715088
	Iteration 8Q: 3 clusters Score -2913832 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -2914690.500000 Penalty: 3364.715088
	Iteration 9Q: 3 clusters Score -2914690 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -2915339.000000 Penalty: 3364.715088
	Iteration 10Q: 3 clusters Score -2915339 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -2915819.250000 Penalty: 3364.715088
	Iteration 11Q: 3 clusters Score -2915819 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -2916093.250000 Penalty: 3364.715088
	Iteration 12Q: 3 clusters Score -2916093 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -2916307.000000 Penalty: 3364.715088
	Iteration 13Q: 3 clusters Score -2916307 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2916470.750000 Penalty: 3364.715088
	Iteration 14Q: 3 clusters Score -2916471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -2916601.000000 Penalty: 3364.715088
	Iteration 15Q: 3 clusters Score -2916601 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -2916730.750000 Penalty: 3364.715088
	Iteration 16Q: 3 clusters Score -2916731 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -2916839.000000 Penalty: 3364.715088
	Iteration 17Q: 3 clusters Score -2916839 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -2916920.000000 Penalty: 3364.715088
	Iteration 18Q: 3 clusters Score -2916920 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -2917000.250000 Penalty: 3364.715088
	Iteration 19Q: 3 clusters Score -2917000 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -2917050.750000 Penalty: 3364.715088
	Iteration 20F: 3 clusters Score -2917051 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -2917069.000000 Penalty: 3364.715088
	Iteration 21Q: 3 clusters Score -2917069 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -2917106.750000 Penalty: 3364.715088
	Iteration 22Q: 3 clusters Score -2917107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 29168 members 
Entering Unmasked Estep 
Score: -2917145.500000 Penalty: 3364.715088
	Iteration 23Q: 3 clusters Score -2917146 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 29270 members 
Entering Unmasked Estep 
Score: -2917187.000000 Penalty: 3364.715088
	Iteration 24Q: 3 clusters Score -2917187 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -2917217.750000 Penalty: 3364.715088
	Iteration 25Q: 3 clusters Score -2917218 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -2917250.000000 Penalty: 3364.715088
	Iteration 26Q: 3 clusters Score -2917250 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -2917278.000000 Penalty: 3364.715088
	Iteration 27Q: 3 clusters Score -2917278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -2917307.750000 Penalty: 3364.715088
	Iteration 28Q: 3 clusters Score -2917308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -2917336.750000 Penalty: 3364.715088
	Iteration 29Q: 3 clusters Score -2917337 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -2917359.000000 Penalty: 3364.715088
	Iteration 30Q: 3 clusters Score -2917359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2917387.750000 Penalty: 3364.715088
	Iteration 31Q: 3 clusters Score -2917388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -2917424.250000 Penalty: 3364.715088
	Iteration 32Q: 3 clusters Score -2917424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -2917450.000000 Penalty: 3364.715088
	Iteration 33Q: 3 clusters Score -2917450 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -2917469.750000 Penalty: 3364.715088
	Iteration 34Q: 3 clusters Score -2917470 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -2917495.000000 Penalty: 3364.715088
	Iteration 35Q: 3 clusters Score -2917495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2917517.250000 Penalty: 3364.715088
	Iteration 36Q: 3 clusters Score -2917517 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30282 members 
Entering Unmasked Estep 
Score: -2917555.750000 Penalty: 3364.715088
	Iteration 37Q: 3 clusters Score -2917556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 30355 members 
Entering Unmasked Estep 
Score: -2917608.750000 Penalty: 3364.715088
	Iteration 38Q: 3 clusters Score -2917609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2917659.000000 Penalty: 3364.715088
	Iteration 39Q: 3 clusters Score -2917659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2917710.250000 Penalty: 3364.715088
	Iteration 40F: 3 clusters Score -2917710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -2917755.250000 Penalty: 3364.715088
	Iteration 41Q: 3 clusters Score -2917755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -2917793.750000 Penalty: 3364.715088
	Iteration 42Q: 3 clusters Score -2917794 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -2917835.000000 Penalty: 3364.715088
	Iteration 43Q: 3 clusters Score -2917835 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -2917892.000000 Penalty: 3364.715088
	Iteration 44Q: 3 clusters Score -2917892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -2917909.000000 Penalty: 3364.715088
	Iteration 45Q: 3 clusters Score -2917909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -2917915.000000 Penalty: 3364.715088
	Iteration 46Q: 3 clusters Score -2917915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -2917942.250000 Penalty: 3364.715088
	Iteration 47Q: 3 clusters Score -2917942 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -2917974.000000 Penalty: 3364.715088
	Iteration 48Q: 3 clusters Score -2917974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -2918000.250000 Penalty: 3364.715088
	Iteration 49Q: 3 clusters Score -2918000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -2918031.000000 Penalty: 3364.715088
	Iteration 50Q: 3 clusters Score -2918031 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -2918042.250000 Penalty: 3364.715088
	Iteration 51Q: 3 clusters Score -2918042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -2918050.750000 Penalty: 3364.715088
	Iteration 52Q: 3 clusters Score -2918051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -2918052.000000 Penalty: 3364.715088
	Iteration 53Q: 3 clusters Score -2918052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -2918054.750000 Penalty: 3364.715088
	Iteration 54Q: 3 clusters Score -2918055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -2918059.000000 Penalty: 3364.715088
	Iteration 55Q: 3 clusters Score -2918059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2918059.250000 Penalty: 3364.715088
	Iteration 56Q: 3 clusters Score -2918059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -2918066.000000 Penalty: 3364.715088
	Iteration 57Q: 3 clusters Score -2918066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2918066.000000 Penalty: 3364.715088
	Iteration 58Q: 3 clusters Score -2918066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -2918067.000000 Penalty: 3364.715088
	Iteration 59Q: 3 clusters Score -2918067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2918064.750000 Penalty: 3364.715088
	Iteration 60F: 3 clusters Score -2918065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2918070.000000 Penalty: 3364.715088
	Iteration 61Q: 3 clusters Score -2918070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30757 members 
Entering Unmasked Estep 
Score: -2918071.750000 Penalty: 3364.715088
	Iteration 62Q: 3 clusters Score -2918072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2918068.750000 Penalty: 3364.715088
	Iteration 63Q: 3 clusters Score -2918069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -2918068.750000 Penalty: 3364.715088
	Iteration 64F: 3 clusters Score -2918069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Entering Unmasked Estep 
Score: -247406.109375 Penalty: 1308.187500
	Iteration 0F: 2 clusters Score -247406.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -244692.859375 Penalty: 2616.375000
	Iteration 0F: 3 clusters Score -244692.9 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -246116.578125 Penalty: 2616.375000
	Iteration 1F: 3 clusters Score -246116.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -246794.781250 Penalty: 2616.375000
	Iteration 2F: 3 clusters Score -246794.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -247170.328125 Penalty: 2616.375000
	Iteration 3F: 3 clusters Score -247170.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -247349.156250 Penalty: 2616.375000
	Iteration 4F: 3 clusters Score -247349.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -247452.546875 Penalty: 2616.375000
	Iteration 5Q: 3 clusters Score -247452.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -247542.156250 Penalty: 2616.375000
	Iteration 6Q: 3 clusters Score -247542.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -247633.421875 Penalty: 2616.375000
	Iteration 7Q: 3 clusters Score -247633.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -247715.265625 Penalty: 2616.375000
	Iteration 8Q: 3 clusters Score -247715.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -247769.046875 Penalty: 2616.375000
	Iteration 9Q: 3 clusters Score -247769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -247808.156250 Penalty: 2616.375000
	Iteration 10Q: 3 clusters Score -247808.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -247834.375000 Penalty: 2616.375000
	Iteration 11Q: 3 clusters Score -247834.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -247858.750000 Penalty: 2616.375000
	Iteration 12Q: 3 clusters Score -247858.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -247873.640625 Penalty: 2616.375000
	Iteration 13Q: 3 clusters Score -247873.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -247890.296875 Penalty: 2616.375000
	Iteration 14Q: 3 clusters Score -247890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -247904.765625 Penalty: 2616.375000
	Iteration 15Q: 3 clusters Score -247904.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -247913.250000 Penalty: 2616.375000
	Iteration 16Q: 3 clusters Score -247913.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -247918.781250 Penalty: 2616.375000
	Iteration 17Q: 3 clusters Score -247918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -247921.625000 Penalty: 2616.375000
	Iteration 18Q: 3 clusters Score -247921.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -247922.500000 Penalty: 2616.375000
	Iteration 19Q: 3 clusters Score -247922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -247922.046875 Penalty: 2616.375000
	Iteration 20F: 3 clusters Score -247922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 24359 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Entering Unmasked Estep 
Score: -24783874.000000 Penalty: 38743.960938
Splitting cluster 7 changes total score from -24782236.000000 to -24783874.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 9 (6397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Entering Unmasked Estep 
Score: -589847.625000 Penalty: 1424.082397
	Iteration 0F: 2 clusters Score -589847.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -585044.437500 Penalty: 2848.164795
	Iteration 0F: 3 clusters Score -585044.4 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -586408.875000 Penalty: 2848.164795
	Iteration 1F: 3 clusters Score -586408.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -586562.625000 Penalty: 2848.164795
	Iteration 2F: 3 clusters Score -586562.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -586684.500000 Penalty: 2848.164795
	Iteration 3Q: 3 clusters Score -586684.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -586775.875000 Penalty: 2848.164795
	Iteration 4Q: 3 clusters Score -586775.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -586842.187500 Penalty: 2848.164795
	Iteration 5Q: 3 clusters Score -586842.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -586898.625000 Penalty: 2848.164795
	Iteration 6Q: 3 clusters Score -586898.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -586953.937500 Penalty: 2848.164795
	Iteration 7Q: 3 clusters Score -586953.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -587017.937500 Penalty: 2848.164795
	Iteration 8Q: 3 clusters Score -587017.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -587090.062500 Penalty: 2848.164795
	Iteration 9Q: 3 clusters Score -587090.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -587162.437500 Penalty: 2848.164795
	Iteration 10Q: 3 clusters Score -587162.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -587254.250000 Penalty: 2848.164795
	Iteration 11Q: 3 clusters Score -587254.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -587357.750000 Penalty: 2848.164795
	Iteration 12Q: 3 clusters Score -587357.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -587492.375000 Penalty: 2848.164795
	Iteration 13Q: 3 clusters Score -587492.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -587650.062500 Penalty: 2848.164795
	Iteration 14Q: 3 clusters Score -587650.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -587807.437500 Penalty: 2848.164795
	Iteration 15Q: 3 clusters Score -587807.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -587990.687500 Penalty: 2848.164795
	Iteration 16Q: 3 clusters Score -587990.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -588165.000000 Penalty: 2848.164795
	Iteration 17Q: 3 clusters Score -588165 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -588290.062500 Penalty: 2848.164795
	Iteration 18Q: 3 clusters Score -588290.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -588405.562500 Penalty: 2848.164795
	Iteration 19Q: 3 clusters Score -588405.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -588492.187500 Penalty: 2848.164795
	Iteration 20F: 3 clusters Score -588492.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -588562.437500 Penalty: 2848.164795
	Iteration 21Q: 3 clusters Score -588562.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -588622.687500 Penalty: 2848.164795
	Iteration 22Q: 3 clusters Score -588622.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -588648.500000 Penalty: 2848.164795
	Iteration 23Q: 3 clusters Score -588648.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -588678.312500 Penalty: 2848.164795
	Iteration 24Q: 3 clusters Score -588678.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -588704.000000 Penalty: 2848.164795
	Iteration 25Q: 3 clusters Score -588704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -588721.312500 Penalty: 2848.164795
	Iteration 26Q: 3 clusters Score -588721.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -588731.375000 Penalty: 2848.164795
	Iteration 27Q: 3 clusters Score -588731.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -588739.687500 Penalty: 2848.164795
	Iteration 28Q: 3 clusters Score -588739.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -588747.000000 Penalty: 2848.164795
	Iteration 29Q: 3 clusters Score -588747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -588752.187500 Penalty: 2848.164795
	Iteration 30Q: 3 clusters Score -588752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -588753.062500 Penalty: 2848.164795
	Iteration 31Q: 3 clusters Score -588753.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588753.875000 Penalty: 2848.164795
	Iteration 32Q: 3 clusters Score -588753.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -588755.250000 Penalty: 2848.164795
	Iteration 33Q: 3 clusters Score -588755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -588757.625000 Penalty: 2848.164795
	Iteration 34Q: 3 clusters Score -588757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -588757.375000 Penalty: 2848.164795
	Iteration 35Q: 3 clusters Score -588757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -588757.812500 Penalty: 2848.164795
	Iteration 36Q: 3 clusters Score -588757.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -588758.187500 Penalty: 2848.164795
	Iteration 37Q: 3 clusters Score -588758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -588760.375000 Penalty: 2848.164795
	Iteration 38Q: 3 clusters Score -588760.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588759.437500 Penalty: 2848.164795
	Iteration 39Q: 3 clusters Score -588759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -588760.375000 Penalty: 2848.164795
	Iteration 40F: 3 clusters Score -588760.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588759.875000 Penalty: 2848.164795
	Iteration 41Q: 3 clusters Score -588759.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -588759.875000 Penalty: 2848.164795
	Iteration 42F: 3 clusters Score -588759.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Entering Unmasked Estep 
Score: -2205849.750000 Penalty: 1641.356689
	Iteration 0F: 2 clusters Score -2205850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2189477.250000 Penalty: 3282.713379
	Iteration 0F: 3 clusters Score -2189477 nChanged 11071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -2195882.250000 Penalty: 3282.713379
	Iteration 1F: 3 clusters Score -2195882 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2197252.500000 Penalty: 3282.713379
	Iteration 2F: 3 clusters Score -2197252 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -2199734.000000 Penalty: 3282.713379
	Iteration 3F: 3 clusters Score -2199734 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2202518.000000 Penalty: 3282.713379
	Iteration 4F: 3 clusters Score -2202518 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2204409.000000 Penalty: 3282.713379
	Iteration 5F: 3 clusters Score -2204409 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2205481.500000 Penalty: 3282.713379
	Iteration 6F: 3 clusters Score -2205482 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2206115.750000 Penalty: 3282.713379
	Iteration 7Q: 3 clusters Score -2206116 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2206678.500000 Penalty: 3282.713379
	Iteration 8Q: 3 clusters Score -2206678 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2207092.000000 Penalty: 3282.713379
	Iteration 9Q: 3 clusters Score -2207092 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2207251.750000 Penalty: 3282.713379
	Iteration 10Q: 3 clusters Score -2207252 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -2207327.750000 Penalty: 3282.713379
	Iteration 11Q: 3 clusters Score -2207328 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2207368.500000 Penalty: 3282.713379
	Iteration 12Q: 3 clusters Score -2207368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2207396.000000 Penalty: 3282.713379
	Iteration 13Q: 3 clusters Score -2207396 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2207417.250000 Penalty: 3282.713379
	Iteration 14Q: 3 clusters Score -2207417 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2207429.750000 Penalty: 3282.713379
	Iteration 15Q: 3 clusters Score -2207430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2207446.250000 Penalty: 3282.713379
	Iteration 16Q: 3 clusters Score -2207446 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2207453.000000 Penalty: 3282.713379
	Iteration 17Q: 3 clusters Score -2207453 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -2207461.000000 Penalty: 3282.713379
	Iteration 18Q: 3 clusters Score -2207461 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2207478.250000 Penalty: 3282.713379
	Iteration 19Q: 3 clusters Score -2207478 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -2207485.750000 Penalty: 3282.713379
	Iteration 20F: 3 clusters Score -2207486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2207499.750000 Penalty: 3282.713379
	Iteration 21Q: 3 clusters Score -2207500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2207505.250000 Penalty: 3282.713379
	Iteration 22Q: 3 clusters Score -2207505 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2207517.250000 Penalty: 3282.713379
	Iteration 23Q: 3 clusters Score -2207517 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2207519.000000 Penalty: 3282.713379
	Iteration 24Q: 3 clusters Score -2207519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2207528.000000 Penalty: 3282.713379
	Iteration 25Q: 3 clusters Score -2207528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -2207532.500000 Penalty: 3282.713379
	Iteration 26Q: 3 clusters Score -2207532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2207534.000000 Penalty: 3282.713379
	Iteration 27Q: 3 clusters Score -2207534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2207540.250000 Penalty: 3282.713379
	Iteration 28Q: 3 clusters Score -2207540 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2207550.250000 Penalty: 3282.713379
	Iteration 29Q: 3 clusters Score -2207550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2207563.250000 Penalty: 3282.713379
	Iteration 30Q: 3 clusters Score -2207563 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2207582.000000 Penalty: 3282.713379
	Iteration 31Q: 3 clusters Score -2207582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2207583.500000 Penalty: 3282.713379
	Iteration 32Q: 3 clusters Score -2207584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2207592.500000 Penalty: 3282.713379
	Iteration 33Q: 3 clusters Score -2207592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2207605.750000 Penalty: 3282.713379
	Iteration 34Q: 3 clusters Score -2207606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2207616.250000 Penalty: 3282.713379
	Iteration 35Q: 3 clusters Score -2207616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2207631.000000 Penalty: 3282.713379
	Iteration 36Q: 3 clusters Score -2207631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2207645.250000 Penalty: 3282.713379
	Iteration 37Q: 3 clusters Score -2207645 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2207658.750000 Penalty: 3282.713379
	Iteration 38Q: 3 clusters Score -2207659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2207654.250000 Penalty: 3282.713379
	Iteration 39Q: 3 clusters Score -2207654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2207669.750000 Penalty: 3282.713379
	Iteration 40F: 3 clusters Score -2207670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2207674.000000 Penalty: 3282.713379
	Iteration 41Q: 3 clusters Score -2207674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2207677.250000 Penalty: 3282.713379
	Iteration 42Q: 3 clusters Score -2207677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2207684.250000 Penalty: 3282.713379
	Iteration 43Q: 3 clusters Score -2207684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2207683.000000 Penalty: 3282.713379
	Iteration 44Q: 3 clusters Score -2207683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2207683.000000 Penalty: 3282.713379
	Iteration 45Q: 3 clusters Score -2207683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2207683.000000 Penalty: 3282.713379
	Iteration 46F: 3 clusters Score -2207683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 9958 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Mstep: Class 20 contains 2024 members 
Entering Unmasked Estep 
Score: -24785246.000000 Penalty: 40783.113281
Splitting cluster 10 changes total score from -24782236.000000 to -24785246.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 11 (9958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Entering Unmasked Estep 
Score: -899560.312500 Penalty: 1495.996460
	Iteration 0F: 2 clusters Score -899560.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -892415.562500 Penalty: 2991.992920
	Iteration 0F: 3 clusters Score -892415.6 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -894891.875000 Penalty: 2991.992920
	Iteration 1F: 3 clusters Score -894891.9 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -895434.375000 Penalty: 2991.992920
	Iteration 2F: 3 clusters Score -895434.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -896117.500000 Penalty: 2991.992920
	Iteration 3F: 3 clusters Score -896117.5 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -897031.812500 Penalty: 2991.992920
	Iteration 4F: 3 clusters Score -897031.8 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -897954.562500 Penalty: 2991.992920
	Iteration 5F: 3 clusters Score -897954.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -898553.062500 Penalty: 2991.992920
	Iteration 6F: 3 clusters Score -898553.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -898892.937500 Penalty: 2991.992920
	Iteration 7Q: 3 clusters Score -898892.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -899103.187500 Penalty: 2991.992920
	Iteration 8Q: 3 clusters Score -899103.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -899228.687500 Penalty: 2991.992920
	Iteration 9Q: 3 clusters Score -899228.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -899354.125000 Penalty: 2991.992920
	Iteration 10Q: 3 clusters Score -899354.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -899449.437500 Penalty: 2991.992920
	Iteration 11Q: 3 clusters Score -899449.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -899556.937500 Penalty: 2991.992920
	Iteration 12Q: 3 clusters Score -899556.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -899631.187500 Penalty: 2991.992920
	Iteration 13Q: 3 clusters Score -899631.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -899679.750000 Penalty: 2991.992920
	Iteration 14Q: 3 clusters Score -899679.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -899715.437500 Penalty: 2991.992920
	Iteration 15Q: 3 clusters Score -899715.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -899731.562500 Penalty: 2991.992920
	Iteration 16Q: 3 clusters Score -899731.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -899747.375000 Penalty: 2991.992920
	Iteration 17Q: 3 clusters Score -899747.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -899758.687500 Penalty: 2991.992920
	Iteration 18Q: 3 clusters Score -899758.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -899765.250000 Penalty: 2991.992920
	Iteration 19Q: 3 clusters Score -899765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -899773.937500 Penalty: 2991.992920
	Iteration 20F: 3 clusters Score -899773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -899772.625000 Penalty: 2991.992920
	Iteration 21Q: 3 clusters Score -899772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -899777.375000 Penalty: 2991.992920
	Iteration 22Q: 3 clusters Score -899777.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -899778.375000 Penalty: 2991.992920
	Iteration 23Q: 3 clusters Score -899778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -899779.937500 Penalty: 2991.992920
	Iteration 24Q: 3 clusters Score -899779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -899781.437500 Penalty: 2991.992920
	Iteration 25Q: 3 clusters Score -899781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -899785.437500 Penalty: 2991.992920
	Iteration 26Q: 3 clusters Score -899785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -899785.500000 Penalty: 2991.992920
	Iteration 27Q: 3 clusters Score -899785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -899783.000000 Penalty: 2991.992920
	Iteration 28Q: 3 clusters Score -899783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -899784.687500 Penalty: 2991.992920
	Iteration 29Q: 3 clusters Score -899784.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -899785.375000 Penalty: 2991.992920
	Iteration 30Q: 3 clusters Score -899785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -899785.500000 Penalty: 2991.992920
	Iteration 31Q: 3 clusters Score -899785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -899785.500000 Penalty: 2991.992920
	Iteration 32F: 3 clusters Score -899785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 6242 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 3672 members 
Entering Unmasked Estep 
Score: -24784890.000000 Penalty: 42822.269531
Splitting cluster 11 changes total score from -24782236.000000 to -24784890.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (33590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Entering Unmasked Estep 
Score: -3018777.250000 Penalty: 1693.572388
	Iteration 0F: 2 clusters Score -3018777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2996133.750000 Penalty: 3387.144775
	Iteration 0F: 3 clusters Score -2996134 nChanged 15536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3005294.000000 Penalty: 3387.144775
	Iteration 1F: 3 clusters Score -3005294 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3005961.750000 Penalty: 3387.144775
	Iteration 2Q: 3 clusters Score -3005962 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -3006735.000000 Penalty: 3387.144775
	Iteration 3F: 3 clusters Score -3006735 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3007530.500000 Penalty: 3387.144775
	Iteration 4F: 3 clusters Score -3007530 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -3008400.000000 Penalty: 3387.144775
	Iteration 5F: 3 clusters Score -3008400 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -3009397.500000 Penalty: 3387.144775
	Iteration 6F: 3 clusters Score -3009398 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3010573.500000 Penalty: 3387.144775
	Iteration 7F: 3 clusters Score -3010574 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -3011788.750000 Penalty: 3387.144775
	Iteration 8F: 3 clusters Score -3011789 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -3012758.500000 Penalty: 3387.144775
	Iteration 9Q: 3 clusters Score -3012758 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3013407.750000 Penalty: 3387.144775
	Iteration 10Q: 3 clusters Score -3013408 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3013828.500000 Penalty: 3387.144775
	Iteration 11Q: 3 clusters Score -3013828 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -3014154.000000 Penalty: 3387.144775
	Iteration 12Q: 3 clusters Score -3014154 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3014416.000000 Penalty: 3387.144775
	Iteration 13Q: 3 clusters Score -3014416 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3014707.250000 Penalty: 3387.144775
	Iteration 14Q: 3 clusters Score -3014707 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -3015033.250000 Penalty: 3387.144775
	Iteration 15Q: 3 clusters Score -3015033 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -3015400.000000 Penalty: 3387.144775
	Iteration 16Q: 3 clusters Score -3015400 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3015774.250000 Penalty: 3387.144775
	Iteration 17Q: 3 clusters Score -3015774 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3016067.000000 Penalty: 3387.144775
	Iteration 18Q: 3 clusters Score -3016067 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -3016330.750000 Penalty: 3387.144775
	Iteration 19Q: 3 clusters Score -3016331 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3016577.750000 Penalty: 3387.144775
	Iteration 20F: 3 clusters Score -3016578 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -3016769.250000 Penalty: 3387.144775
	Iteration 21Q: 3 clusters Score -3016769 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -3016932.000000 Penalty: 3387.144775
	Iteration 22Q: 3 clusters Score -3016932 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -3017082.750000 Penalty: 3387.144775
	Iteration 23Q: 3 clusters Score -3017083 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -3017195.250000 Penalty: 3387.144775
	Iteration 24Q: 3 clusters Score -3017195 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -3017296.000000 Penalty: 3387.144775
	Iteration 25Q: 3 clusters Score -3017296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -3017383.500000 Penalty: 3387.144775
	Iteration 26Q: 3 clusters Score -3017384 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -3017434.500000 Penalty: 3387.144775
	Iteration 27Q: 3 clusters Score -3017434 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -3017489.750000 Penalty: 3387.144775
	Iteration 28Q: 3 clusters Score -3017490 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -3017525.000000 Penalty: 3387.144775
	Iteration 29Q: 3 clusters Score -3017525 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -3017548.000000 Penalty: 3387.144775
	Iteration 30Q: 3 clusters Score -3017548 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 31021 members 
Entering Unmasked Estep 
Score: -3017584.750000 Penalty: 3387.144775
	Iteration 31Q: 3 clusters Score -3017585 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -3017605.250000 Penalty: 3387.144775
	Iteration 32Q: 3 clusters Score -3017605 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3017623.750000 Penalty: 3387.144775
	Iteration 33Q: 3 clusters Score -3017624 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 31207 members 
Entering Unmasked Estep 
Score: -3017633.000000 Penalty: 3387.144775
	Iteration 34Q: 3 clusters Score -3017633 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -3017640.500000 Penalty: 3387.144775
	Iteration 35Q: 3 clusters Score -3017640 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -3017647.250000 Penalty: 3387.144775
	Iteration 36Q: 3 clusters Score -3017647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -3017648.000000 Penalty: 3387.144775
	Iteration 37Q: 3 clusters Score -3017648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -3017656.500000 Penalty: 3387.144775
	Iteration 38Q: 3 clusters Score -3017656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -3017651.500000 Penalty: 3387.144775
	Iteration 39Q: 3 clusters Score -3017652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -3017656.000000 Penalty: 3387.144775
	Iteration 40F: 3 clusters Score -3017656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -3017661.500000 Penalty: 3387.144775
	Iteration 41Q: 3 clusters Score -3017662 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -3017660.500000 Penalty: 3387.144775
	Iteration 42Q: 3 clusters Score -3017660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -3017662.000000 Penalty: 3387.144775
	Iteration 43Q: 3 clusters Score -3017662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -3017666.750000 Penalty: 3387.144775
	Iteration 44Q: 3 clusters Score -3017667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -3017673.000000 Penalty: 3387.144775
	Iteration 45Q: 3 clusters Score -3017673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -3017667.750000 Penalty: 3387.144775
	Iteration 46Q: 3 clusters Score -3017668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -3017671.000000 Penalty: 3387.144775
	Iteration 47Q: 3 clusters Score -3017671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3017679.750000 Penalty: 3387.144775
	Iteration 48Q: 3 clusters Score -3017680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -3017678.250000 Penalty: 3387.144775
	Iteration 49Q: 3 clusters Score -3017678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -3017682.000000 Penalty: 3387.144775
	Iteration 50Q: 3 clusters Score -3017682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -3017683.000000 Penalty: 3387.144775
	Iteration 51Q: 3 clusters Score -3017683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -3017681.500000 Penalty: 3387.144775
	Iteration 52Q: 3 clusters Score -3017682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3017681.500000 Penalty: 3387.144775
	Iteration 53Q: 3 clusters Score -3017682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -3017680.750000 Penalty: 3387.144775
	Iteration 54Q: 3 clusters Score -3017681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -3017680.250000 Penalty: 3387.144775
	Iteration 55Q: 3 clusters Score -3017680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -3017681.250000 Penalty: 3387.144775
	Iteration 56Q: 3 clusters Score -3017681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -3017678.250000 Penalty: 3387.144775
	Iteration 57Q: 3 clusters Score -3017678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -3017681.750000 Penalty: 3387.144775
	Iteration 58Q: 3 clusters Score -3017682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3017681.750000 Penalty: 3387.144775
	Iteration 59Q: 3 clusters Score -3017682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3017685.000000 Penalty: 3387.144775
	Iteration 60F: 3 clusters Score -3017685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3017687.000000 Penalty: 3387.144775
	Iteration 61Q: 3 clusters Score -3017687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -3017687.000000 Penalty: 3387.144775
	Iteration 62F: 3 clusters Score -3017687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Entering Unmasked Estep 
Score: -2147761.500000 Penalty: 1639.383423
	Iteration 0F: 2 clusters Score -2147762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2131558.750000 Penalty: 3278.766846
	Iteration 0F: 3 clusters Score -2131559 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2137709.250000 Penalty: 3278.766846
	Iteration 1F: 3 clusters Score -2137709 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2138373.000000 Penalty: 3278.766846
	Iteration 2F: 3 clusters Score -2138373 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2139024.750000 Penalty: 3278.766846
	Iteration 3F: 3 clusters Score -2139025 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2139615.000000 Penalty: 3278.766846
	Iteration 4F: 3 clusters Score -2139615 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2140201.250000 Penalty: 3278.766846
	Iteration 5F: 3 clusters Score -2140201 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2140834.000000 Penalty: 3278.766846
	Iteration 6F: 3 clusters Score -2140834 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2141533.000000 Penalty: 3278.766846
	Iteration 7F: 3 clusters Score -2141533 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2142272.250000 Penalty: 3278.766846
	Iteration 8F: 3 clusters Score -2142272 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2143109.250000 Penalty: 3278.766846
	Iteration 9F: 3 clusters Score -2143109 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2143983.750000 Penalty: 3278.766846
	Iteration 10Q: 3 clusters Score -2143984 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2144777.000000 Penalty: 3278.766846
	Iteration 11Q: 3 clusters Score -2144777 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2145421.250000 Penalty: 3278.766846
	Iteration 12Q: 3 clusters Score -2145421 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2145811.250000 Penalty: 3278.766846
	Iteration 13Q: 3 clusters Score -2145811 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2146063.250000 Penalty: 3278.766846
	Iteration 14Q: 3 clusters Score -2146063 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2146211.250000 Penalty: 3278.766846
	Iteration 15Q: 3 clusters Score -2146211 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2146296.250000 Penalty: 3278.766846
	Iteration 16Q: 3 clusters Score -2146296 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2146388.250000 Penalty: 3278.766846
	Iteration 17Q: 3 clusters Score -2146388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2146438.250000 Penalty: 3278.766846
	Iteration 18Q: 3 clusters Score -2146438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2146479.750000 Penalty: 3278.766846
	Iteration 19Q: 3 clusters Score -2146480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2146514.000000 Penalty: 3278.766846
	Iteration 20F: 3 clusters Score -2146514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2146532.000000 Penalty: 3278.766846
	Iteration 21Q: 3 clusters Score -2146532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2146543.000000 Penalty: 3278.766846
	Iteration 22Q: 3 clusters Score -2146543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2146553.000000 Penalty: 3278.766846
	Iteration 23Q: 3 clusters Score -2146553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2146557.500000 Penalty: 3278.766846
	Iteration 24Q: 3 clusters Score -2146558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2146563.500000 Penalty: 3278.766846
	Iteration 25Q: 3 clusters Score -2146564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2146573.750000 Penalty: 3278.766846
	Iteration 26Q: 3 clusters Score -2146574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2146581.500000 Penalty: 3278.766846
	Iteration 27Q: 3 clusters Score -2146582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2146589.000000 Penalty: 3278.766846
	Iteration 28Q: 3 clusters Score -2146589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2146596.000000 Penalty: 3278.766846
	Iteration 29Q: 3 clusters Score -2146596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2146597.750000 Penalty: 3278.766846
	Iteration 30Q: 3 clusters Score -2146598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2146599.500000 Penalty: 3278.766846
	Iteration 31Q: 3 clusters Score -2146600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -2146608.500000 Penalty: 3278.766846
	Iteration 32Q: 3 clusters Score -2146608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2146609.250000 Penalty: 3278.766846
	Iteration 33Q: 3 clusters Score -2146609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2146612.500000 Penalty: 3278.766846
	Iteration 34Q: 3 clusters Score -2146612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2146612.750000 Penalty: 3278.766846
	Iteration 35Q: 3 clusters Score -2146613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2146619.750000 Penalty: 3278.766846
	Iteration 36Q: 3 clusters Score -2146620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2146621.250000 Penalty: 3278.766846
	Iteration 37Q: 3 clusters Score -2146621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2146620.750000 Penalty: 3278.766846
	Iteration 38Q: 3 clusters Score -2146621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2146622.750000 Penalty: 3278.766846
	Iteration 39Q: 3 clusters Score -2146623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2146623.000000 Penalty: 3278.766846
	Iteration 40F: 3 clusters Score -2146623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Entering Unmasked Estep 
Score: -525509.250000 Penalty: 1420.096558
	Iteration 0F: 2 clusters Score -525509.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -520902.718750 Penalty: 2840.193115
	Iteration 0F: 3 clusters Score -520902.7 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -523046.906250 Penalty: 2840.193115
	Iteration 1F: 3 clusters Score -523046.9 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -524847.562500 Penalty: 2840.193115
	Iteration 2F: 3 clusters Score -524847.6 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -526449.875000 Penalty: 2840.193115
	Iteration 3F: 3 clusters Score -526449.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -527257.500000 Penalty: 2840.193115
	Iteration 4F: 3 clusters Score -527257.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -527599.125000 Penalty: 2840.193115
	Iteration 5F: 3 clusters Score -527599.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -527736.812500 Penalty: 2840.193115
	Iteration 6Q: 3 clusters Score -527736.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -527784.812500 Penalty: 2840.193115
	Iteration 7Q: 3 clusters Score -527784.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -527804.062500 Penalty: 2840.193115
	Iteration 8Q: 3 clusters Score -527804.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -527813.062500 Penalty: 2840.193115
	Iteration 9Q: 3 clusters Score -527813.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -527815.312500 Penalty: 2840.193115
	Iteration 10Q: 3 clusters Score -527815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -527818.375000 Penalty: 2840.193115
	Iteration 11Q: 3 clusters Score -527818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -527818.562500 Penalty: 2840.193115
	Iteration 12Q: 3 clusters Score -527818.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -527819.125000 Penalty: 2840.193115
	Iteration 13Q: 3 clusters Score -527819.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -527819.062500 Penalty: 2840.193115
	Iteration 14Q: 3 clusters Score -527819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -527819.062500 Penalty: 2840.193115
	Iteration 15F: 3 clusters Score -527819.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 33019 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 4887 members 
Entering Unmasked Estep 
Score: -24786558.000000 Penalty: 44861.425781
Splitting cluster 14 changes total score from -24782236.000000 to -24786558.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (7373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Entering Unmasked Estep 
Score: -649619.750000 Penalty: 1447.156738
	Iteration 0F: 2 clusters Score -649619.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -644245.062500 Penalty: 2894.313477
	Iteration 0F: 3 clusters Score -644245.1 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -646282.437500 Penalty: 2894.313477
	Iteration 1F: 3 clusters Score -646282.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -646959.062500 Penalty: 2894.313477
	Iteration 2F: 3 clusters Score -646959.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -647689.000000 Penalty: 2894.313477
	Iteration 3F: 3 clusters Score -647689 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -648363.312500 Penalty: 2894.313477
	Iteration 4F: 3 clusters Score -648363.3 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -648837.937500 Penalty: 2894.313477
	Iteration 5F: 3 clusters Score -648837.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -649131.875000 Penalty: 2894.313477
	Iteration 6F: 3 clusters Score -649131.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -649280.875000 Penalty: 2894.313477
	Iteration 7Q: 3 clusters Score -649280.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -649350.187500 Penalty: 2894.313477
	Iteration 8Q: 3 clusters Score -649350.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -649385.687500 Penalty: 2894.313477
	Iteration 9Q: 3 clusters Score -649385.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -649403.437500 Penalty: 2894.313477
	Iteration 10Q: 3 clusters Score -649403.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -649411.437500 Penalty: 2894.313477
	Iteration 11Q: 3 clusters Score -649411.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -649417.562500 Penalty: 2894.313477
	Iteration 12Q: 3 clusters Score -649417.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -649425.875000 Penalty: 2894.313477
	Iteration 13Q: 3 clusters Score -649425.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -649433.125000 Penalty: 2894.313477
	Iteration 14Q: 3 clusters Score -649433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -649436.375000 Penalty: 2894.313477
	Iteration 15Q: 3 clusters Score -649436.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -649441.375000 Penalty: 2894.313477
	Iteration 16Q: 3 clusters Score -649441.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -649449.000000 Penalty: 2894.313477
	Iteration 17Q: 3 clusters Score -649449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -649453.187500 Penalty: 2894.313477
	Iteration 18Q: 3 clusters Score -649453.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -649457.250000 Penalty: 2894.313477
	Iteration 19Q: 3 clusters Score -649457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -649460.250000 Penalty: 2894.313477
	Iteration 20F: 3 clusters Score -649460.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -649459.437500 Penalty: 2894.313477
	Iteration 21Q: 3 clusters Score -649459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -649464.062500 Penalty: 2894.313477
	Iteration 22Q: 3 clusters Score -649464.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -649462.500000 Penalty: 2894.313477
	Iteration 23Q: 3 clusters Score -649462.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -649463.750000 Penalty: 2894.313477
	Iteration 24Q: 3 clusters Score -649463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -649464.375000 Penalty: 2894.313477
	Iteration 25Q: 3 clusters Score -649464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -649464.375000 Penalty: 2894.313477
	Iteration 26F: 3 clusters Score -649464.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Entering Unmasked Estep 
Score: -645759.062500 Penalty: 1450.083618
	Iteration 0F: 2 clusters Score -645759.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -640248.250000 Penalty: 2900.167236
	Iteration 0F: 3 clusters Score -640248.2 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -641922.625000 Penalty: 2900.167236
	Iteration 1F: 3 clusters Score -641922.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -642188.000000 Penalty: 2900.167236
	Iteration 2F: 3 clusters Score -642188 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -642435.562500 Penalty: 2900.167236
	Iteration 3F: 3 clusters Score -642435.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -642718.437500 Penalty: 2900.167236
	Iteration 4F: 3 clusters Score -642718.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -643088.812500 Penalty: 2900.167236
	Iteration 5F: 3 clusters Score -643088.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -643526.000000 Penalty: 2900.167236
	Iteration 6F: 3 clusters Score -643526 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -644028.937500 Penalty: 2900.167236
	Iteration 7F: 3 clusters Score -644028.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -644484.125000 Penalty: 2900.167236
	Iteration 8F: 3 clusters Score -644484.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -644823.125000 Penalty: 2900.167236
	Iteration 9Q: 3 clusters Score -644823.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -645026.500000 Penalty: 2900.167236
	Iteration 10Q: 3 clusters Score -645026.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -645146.500000 Penalty: 2900.167236
	Iteration 11Q: 3 clusters Score -645146.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -645199.062500 Penalty: 2900.167236
	Iteration 12Q: 3 clusters Score -645199.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -645228.875000 Penalty: 2900.167236
	Iteration 13Q: 3 clusters Score -645228.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -645241.937500 Penalty: 2900.167236
	Iteration 14Q: 3 clusters Score -645241.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -645246.750000 Penalty: 2900.167236
	Iteration 15Q: 3 clusters Score -645246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -645252.875000 Penalty: 2900.167236
	Iteration 16Q: 3 clusters Score -645252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -645256.125000 Penalty: 2900.167236
	Iteration 17Q: 3 clusters Score -645256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -645256.437500 Penalty: 2900.167236
	Iteration 18Q: 3 clusters Score -645256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -645257.187500 Penalty: 2900.167236
	Iteration 19Q: 3 clusters Score -645257.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -645260.625000 Penalty: 2900.167236
	Iteration 20F: 3 clusters Score -645260.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -645268.812500 Penalty: 2900.167236
	Iteration 21Q: 3 clusters Score -645268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -645272.312500 Penalty: 2900.167236
	Iteration 22Q: 3 clusters Score -645272.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -645273.000000 Penalty: 2900.167236
	Iteration 23Q: 3 clusters Score -645273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -645273.687500 Penalty: 2900.167236
	Iteration 24Q: 3 clusters Score -645273.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -645275.500000 Penalty: 2900.167236
	Iteration 25Q: 3 clusters Score -645275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -645277.437500 Penalty: 2900.167236
	Iteration 26Q: 3 clusters Score -645277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -645278.750000 Penalty: 2900.167236
	Iteration 27Q: 3 clusters Score -645278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -645278.437500 Penalty: 2900.167236
	Iteration 28Q: 3 clusters Score -645278.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -645282.750000 Penalty: 2900.167236
	Iteration 29F: 3 clusters Score -645282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -645298.000000 Penalty: 2900.167236
	Iteration 30Q: 3 clusters Score -645298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -645302.562500 Penalty: 2900.167236
	Iteration 31Q: 3 clusters Score -645302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -645306.312500 Penalty: 2900.167236
	Iteration 32Q: 3 clusters Score -645306.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -645308.875000 Penalty: 2900.167236
	Iteration 33Q: 3 clusters Score -645308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -645310.062500 Penalty: 2900.167236
	Iteration 34Q: 3 clusters Score -645310.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -645311.062500 Penalty: 2900.167236
	Iteration 35Q: 3 clusters Score -645311.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -645311.375000 Penalty: 2900.167236
	Iteration 36Q: 3 clusters Score -645311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -645311.375000 Penalty: 2900.167236
	Iteration 37F: 3 clusters Score -645311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (71777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Entering Unmasked Estep 
Score: -6652589.500000 Penalty: 1816.964355
	Iteration 0F: 2 clusters Score -6652590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -6605124.500000 Penalty: 3633.928711
	Iteration 0F: 3 clusters Score -6605124 nChanged 34078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -6625492.500000 Penalty: 3633.928711
	Iteration 1F: 3 clusters Score -6625492 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -6626886.500000 Penalty: 3633.928711
	Iteration 2Q: 3 clusters Score -6626886 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -6628674.000000 Penalty: 3633.928711
	Iteration 3F: 3 clusters Score -6628674 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -6630788.500000 Penalty: 3633.928711
	Iteration 4F: 3 clusters Score -6630788 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -6633035.500000 Penalty: 3633.928711
	Iteration 5F: 3 clusters Score -6633036 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -6635579.500000 Penalty: 3633.928711
	Iteration 6F: 3 clusters Score -6635580 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -6638349.000000 Penalty: 3633.928711
	Iteration 7F: 3 clusters Score -6638349 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -6641027.500000 Penalty: 3633.928711
	Iteration 8Q: 3 clusters Score -6641028 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6643195.000000 Penalty: 3633.928711
	Iteration 9Q: 3 clusters Score -6643195 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 52322 members 
Entering Unmasked Estep 
Score: -6644525.500000 Penalty: 3633.928711
	Iteration 10Q: 3 clusters Score -6644526 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 53929 members 
Entering Unmasked Estep 
Score: -6645399.500000 Penalty: 3633.928711
	Iteration 11Q: 3 clusters Score -6645400 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 55422 members 
Entering Unmasked Estep 
Score: -6646068.000000 Penalty: 3633.928711
	Iteration 12Q: 3 clusters Score -6646068 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 56826 members 
Entering Unmasked Estep 
Score: -6646759.000000 Penalty: 3633.928711
	Iteration 13Q: 3 clusters Score -6646759 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 58200 members 
Entering Unmasked Estep 
Score: -6647442.000000 Penalty: 3633.928711
	Iteration 14Q: 3 clusters Score -6647442 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 59514 members 
Entering Unmasked Estep 
Score: -6648169.500000 Penalty: 3633.928711
	Iteration 15Q: 3 clusters Score -6648170 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -6648919.000000 Penalty: 3633.928711
	Iteration 16Q: 3 clusters Score -6648919 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 61773 members 
Entering Unmasked Estep 
Score: -6649584.500000 Penalty: 3633.928711
	Iteration 17Q: 3 clusters Score -6649584 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 62700 members 
Entering Unmasked Estep 
Score: -6650260.000000 Penalty: 3633.928711
	Iteration 18Q: 3 clusters Score -6650260 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 63466 members 
Entering Unmasked Estep 
Score: -6650748.500000 Penalty: 3633.928711
	Iteration 19Q: 3 clusters Score -6650748 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 64083 members 
Entering Unmasked Estep 
Score: -6651131.000000 Penalty: 3633.928711
	Iteration 20F: 3 clusters Score -6651131 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -6651352.500000 Penalty: 3633.928711
	Iteration 21Q: 3 clusters Score -6651352 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 64954 members 
Entering Unmasked Estep 
Score: -6651496.500000 Penalty: 3633.928711
	Iteration 22Q: 3 clusters Score -6651496 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 65283 members 
Entering Unmasked Estep 
Score: -6651623.500000 Penalty: 3633.928711
	Iteration 23Q: 3 clusters Score -6651624 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 65571 members 
Entering Unmasked Estep 
Score: -6651661.000000 Penalty: 3633.928711
	Iteration 24Q: 3 clusters Score -6651661 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 65823 members 
Entering Unmasked Estep 
Score: -6651751.500000 Penalty: 3633.928711
	Iteration 25Q: 3 clusters Score -6651752 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -6651786.500000 Penalty: 3633.928711
	Iteration 26Q: 3 clusters Score -6651786 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 66211 members 
Entering Unmasked Estep 
Score: -6651837.500000 Penalty: 3633.928711
	Iteration 27Q: 3 clusters Score -6651838 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -6651860.500000 Penalty: 3633.928711
	Iteration 28Q: 3 clusters Score -6651860 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 66521 members 
Entering Unmasked Estep 
Score: -6651906.500000 Penalty: 3633.928711
	Iteration 29Q: 3 clusters Score -6651906 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -6651930.000000 Penalty: 3633.928711
	Iteration 30Q: 3 clusters Score -6651930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 66798 members 
Entering Unmasked Estep 
Score: -6651959.500000 Penalty: 3633.928711
	Iteration 31Q: 3 clusters Score -6651960 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 66922 members 
Entering Unmasked Estep 
Score: -6651981.500000 Penalty: 3633.928711
	Iteration 32Q: 3 clusters Score -6651982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -6652005.000000 Penalty: 3633.928711
	Iteration 33Q: 3 clusters Score -6652005 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -6652017.500000 Penalty: 3633.928711
	Iteration 34Q: 3 clusters Score -6652018 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 67151 members 
Entering Unmasked Estep 
Score: -6652022.500000 Penalty: 3633.928711
	Iteration 35Q: 3 clusters Score -6652022 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 67228 members 
Entering Unmasked Estep 
Score: -6652025.500000 Penalty: 3633.928711
	Iteration 36Q: 3 clusters Score -6652026 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 67301 members 
Entering Unmasked Estep 
Score: -6652038.000000 Penalty: 3633.928711
	Iteration 37Q: 3 clusters Score -6652038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 67370 members 
Entering Unmasked Estep 
Score: -6652048.500000 Penalty: 3633.928711
	Iteration 38Q: 3 clusters Score -6652048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 67429 members 
Entering Unmasked Estep 
Score: -6652049.000000 Penalty: 3633.928711
	Iteration 39Q: 3 clusters Score -6652049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 67483 members 
Entering Unmasked Estep 
Score: -6652061.000000 Penalty: 3633.928711
	Iteration 40F: 3 clusters Score -6652061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -6652066.500000 Penalty: 3633.928711
	Iteration 41Q: 3 clusters Score -6652066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 67574 members 
Entering Unmasked Estep 
Score: -6652077.000000 Penalty: 3633.928711
	Iteration 42Q: 3 clusters Score -6652077 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 67620 members 
Entering Unmasked Estep 
Score: -6652074.000000 Penalty: 3633.928711
	Iteration 43Q: 3 clusters Score -6652074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 67648 members 
Entering Unmasked Estep 
Score: -6652066.000000 Penalty: 3633.928711
	Iteration 44Q: 3 clusters Score -6652066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -6652072.500000 Penalty: 3633.928711
	Iteration 45Q: 3 clusters Score -6652072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 67680 members 
Entering Unmasked Estep 
Score: -6652068.500000 Penalty: 3633.928711
	Iteration 46Q: 3 clusters Score -6652068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -6652067.500000 Penalty: 3633.928711
	Iteration 47Q: 3 clusters Score -6652068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 67711 members 
Entering Unmasked Estep 
Score: -6652083.500000 Penalty: 3633.928711
	Iteration 48Q: 3 clusters Score -6652084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 67731 members 
Entering Unmasked Estep 
Score: -6652084.500000 Penalty: 3633.928711
	Iteration 49Q: 3 clusters Score -6652084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -6652084.000000 Penalty: 3633.928711
	Iteration 50Q: 3 clusters Score -6652084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 67755 members 
Entering Unmasked Estep 
Score: -6652087.500000 Penalty: 3633.928711
	Iteration 51Q: 3 clusters Score -6652088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 67761 members 
Entering Unmasked Estep 
Score: -6652090.000000 Penalty: 3633.928711
	Iteration 52Q: 3 clusters Score -6652090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 67766 members 
Entering Unmasked Estep 
Score: -6652087.000000 Penalty: 3633.928711
	Iteration 53Q: 3 clusters Score -6652087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -6652084.000000 Penalty: 3633.928711
	Iteration 54Q: 3 clusters Score -6652084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 67773 members 
Entering Unmasked Estep 
Score: -6652085.000000 Penalty: 3633.928711
	Iteration 55Q: 3 clusters Score -6652085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 67775 members 
Entering Unmasked Estep 
Score: -6652085.000000 Penalty: 3633.928711
	Iteration 56Q: 3 clusters Score -6652085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 67777 members 
Entering Unmasked Estep 
Score: -6652082.000000 Penalty: 3633.928711
	Iteration 57Q: 3 clusters Score -6652082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 67781 members 
Entering Unmasked Estep 
Score: -6652088.500000 Penalty: 3633.928711
	Iteration 58Q: 3 clusters Score -6652088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 67786 members 
Entering Unmasked Estep 
Score: -6652086.000000 Penalty: 3633.928711
	Iteration 59Q: 3 clusters Score -6652086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 67796 members 
Entering Unmasked Estep 
Score: -6652088.000000 Penalty: 3633.928711
	Iteration 60F: 3 clusters Score -6652088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 67806 members 
Entering Unmasked Estep 
Score: -6652084.500000 Penalty: 3633.928711
	Iteration 61Q: 3 clusters Score -6652084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -6652097.000000 Penalty: 3633.928711
	Iteration 62Q: 3 clusters Score -6652097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 67839 members 
Entering Unmasked Estep 
Score: -6652095.000000 Penalty: 3633.928711
	Iteration 63Q: 3 clusters Score -6652095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -6652090.000000 Penalty: 3633.928711
	Iteration 64Q: 3 clusters Score -6652090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 67874 members 
Entering Unmasked Estep 
Score: -6652097.000000 Penalty: 3633.928711
	Iteration 65Q: 3 clusters Score -6652097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 67891 members 
Entering Unmasked Estep 
Score: -6652087.500000 Penalty: 3633.928711
	Iteration 66Q: 3 clusters Score -6652088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 67900 members 
Entering Unmasked Estep 
Score: -6652096.000000 Penalty: 3633.928711
	Iteration 67Q: 3 clusters Score -6652096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -6652098.000000 Penalty: 3633.928711
	Iteration 68Q: 3 clusters Score -6652098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -6652096.500000 Penalty: 3633.928711
	Iteration 69Q: 3 clusters Score -6652096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 67908 members 
Entering Unmasked Estep 
Score: -6652099.500000 Penalty: 3633.928711
	Iteration 70Q: 3 clusters Score -6652100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -6652097.500000 Penalty: 3633.928711
	Iteration 71Q: 3 clusters Score -6652098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -6652096.500000 Penalty: 3633.928711
	Iteration 72Q: 3 clusters Score -6652096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 67923 members 
Entering Unmasked Estep 
Score: -6652098.500000 Penalty: 3633.928711
	Iteration 73Q: 3 clusters Score -6652098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 67924 members 
Entering Unmasked Estep 
Score: -6652102.000000 Penalty: 3633.928711
	Iteration 74Q: 3 clusters Score -6652102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 67926 members 
Entering Unmasked Estep 
Score: -6652104.000000 Penalty: 3633.928711
	Iteration 75Q: 3 clusters Score -6652104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -6652100.500000 Penalty: 3633.928711
	Iteration 76Q: 3 clusters Score -6652100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -6652100.500000 Penalty: 3633.928711
	Iteration 77F: 3 clusters Score -6652100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Entering Unmasked Estep 
Score: -2940154.750000 Penalty: 1690.786255
	Iteration 0F: 2 clusters Score -2940155 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2918125.250000 Penalty: 3381.572510
	Iteration 0F: 3 clusters Score -2918125 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2926722.750000 Penalty: 3381.572510
	Iteration 1F: 3 clusters Score -2926723 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2927464.500000 Penalty: 3381.572510
	Iteration 2F: 3 clusters Score -2927464 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2928427.750000 Penalty: 3381.572510
	Iteration 3F: 3 clusters Score -2928428 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2929699.250000 Penalty: 3381.572510
	Iteration 4F: 3 clusters Score -2929699 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2931321.000000 Penalty: 3381.572510
	Iteration 5F: 3 clusters Score -2931321 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2933249.750000 Penalty: 3381.572510
	Iteration 6F: 3 clusters Score -2933250 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2935279.750000 Penalty: 3381.572510
	Iteration 7F: 3 clusters Score -2935280 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -2937169.500000 Penalty: 3381.572510
	Iteration 8F: 3 clusters Score -2937170 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2938687.500000 Penalty: 3381.572510
	Iteration 9F: 3 clusters Score -2938688 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2939797.250000 Penalty: 3381.572510
	Iteration 10Q: 3 clusters Score -2939797 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2940430.000000 Penalty: 3381.572510
	Iteration 11Q: 3 clusters Score -2940430 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2940876.000000 Penalty: 3381.572510
	Iteration 12Q: 3 clusters Score -2940876 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2941180.000000 Penalty: 3381.572510
	Iteration 13Q: 3 clusters Score -2941180 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2941374.500000 Penalty: 3381.572510
	Iteration 14Q: 3 clusters Score -2941374 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2941532.000000 Penalty: 3381.572510
	Iteration 15Q: 3 clusters Score -2941532 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2941626.500000 Penalty: 3381.572510
	Iteration 16Q: 3 clusters Score -2941626 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2941671.750000 Penalty: 3381.572510
	Iteration 17Q: 3 clusters Score -2941672 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2941707.500000 Penalty: 3381.572510
	Iteration 18Q: 3 clusters Score -2941708 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2941728.250000 Penalty: 3381.572510
	Iteration 19Q: 3 clusters Score -2941728 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -2941750.000000 Penalty: 3381.572510
	Iteration 20F: 3 clusters Score -2941750 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2941760.500000 Penalty: 3381.572510
	Iteration 21Q: 3 clusters Score -2941760 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -2941775.750000 Penalty: 3381.572510
	Iteration 22Q: 3 clusters Score -2941776 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2941787.750000 Penalty: 3381.572510
	Iteration 23Q: 3 clusters Score -2941788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2941799.750000 Penalty: 3381.572510
	Iteration 24Q: 3 clusters Score -2941800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2941800.000000 Penalty: 3381.572510
	Iteration 25Q: 3 clusters Score -2941800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -2941804.250000 Penalty: 3381.572510
	Iteration 26Q: 3 clusters Score -2941804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2941806.000000 Penalty: 3381.572510
	Iteration 27Q: 3 clusters Score -2941806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2941801.000000 Penalty: 3381.572510
	Iteration 28Q: 3 clusters Score -2941801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2941800.500000 Penalty: 3381.572510
	Iteration 29Q: 3 clusters Score -2941800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2941803.000000 Penalty: 3381.572510
	Iteration 30Q: 3 clusters Score -2941803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2941807.250000 Penalty: 3381.572510
	Iteration 31Q: 3 clusters Score -2941807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -2941802.750000 Penalty: 3381.572510
	Iteration 32Q: 3 clusters Score -2941803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2941805.250000 Penalty: 3381.572510
	Iteration 33Q: 3 clusters Score -2941805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2941807.750000 Penalty: 3381.572510
	Iteration 34Q: 3 clusters Score -2941808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -2941804.250000 Penalty: 3381.572510
	Iteration 35Q: 3 clusters Score -2941804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2941807.750000 Penalty: 3381.572510
	Iteration 36Q: 3 clusters Score -2941808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2941807.250000 Penalty: 3381.572510
	Iteration 37Q: 3 clusters Score -2941807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2941807.500000 Penalty: 3381.572510
	Iteration 38Q: 3 clusters Score -2941808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2941811.750000 Penalty: 3381.572510
	Iteration 39Q: 3 clusters Score -2941812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2941811.750000 Penalty: 3381.572510
	Iteration 40F: 3 clusters Score -2941812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2171 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 24027 members 
Mstep: Class 20 contains 2024 members 
Mstep: Class 21 contains 3672 members 
Mstep: Class 22 contains 4887 members 
Mstep: Class 23 contains 8992 members 
Entering Unmasked Estep 
Score: -24787812.000000 Penalty: 46900.582031
Splitting cluster 19 changes total score from -24782236.000000 to -24787812.000000
So it's getting split into cluster 23.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1729 members 
Mstep: Class 6 contains 31350 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 22335 members 
Mstep: Class 11 contains 6286 members 
Mstep: Class 12 contains 33590 members 
Mstep: Class 13 contains 24065 members 
Mstep: Class 14 contains 1355 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7507 members 
Mstep: Class 18 contains 71777 members 
Mstep: Class 19 contains 24027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24791478.000000 Penalty: 46900.582031
Iteration 39Q: 24 clusters Score -2.479148e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 31140 members 
Mstep: Class 7 contains 2274 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 6396 members 
Mstep: Class 10 contains 22558 members 
Mstep: Class 11 contains 6773 members 
Mstep: Class 12 contains 33583 members 
Mstep: Class 13 contains 24033 members 
Mstep: Class 14 contains 1350 members 
Mstep: Class 15 contains 1046 members 
Mstep: Class 16 contains 7373 members 
Mstep: Class 17 contains 7476 members 
Mstep: Class 18 contains 71419 members 
Mstep: Class 19 contains 24203 members 
Mstep: Class 20 contains 1994 members 
Mstep: Class 21 contains 3473 members 
Mstep: Class 22 contains 4814 members 
Mstep: Class 23 contains 8680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795520.000000 Penalty: 46900.582031
Iteration 40F: 24 clusters Score -2.479552e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 4210 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 2255 members 
Mstep: Class 6 contains 31028 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 6389 members 
Mstep: Class 10 contains 22681 members 
Mstep: Class 11 contains 7095 members 
Mstep: Class 12 contains 33511 members 
Mstep: Class 13 contains 23661 members 
Mstep: Class 14 contains 1360 members 
Mstep: Class 15 contains 1296 members 
Mstep: Class 16 contains 7225 members 
Mstep: Class 17 contains 7385 members 
Mstep: Class 18 contains 71087 members 
Mstep: Class 19 contains 24078 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 5020 members 
Mstep: Class 23 contains 8946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797884.000000 Penalty: 46900.582031
Iteration 41Q: 24 clusters Score -2.479788e+07 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 3 contains 4219 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 2387 members 
Mstep: Class 6 contains 30962 members 
Mstep: Class 7 contains 2157 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 22838 members 
Mstep: Class 11 contains 7441 members 
Mstep: Class 12 contains 33496 members 
Mstep: Class 13 contains 23431 members 
Mstep: Class 14 contains 1344 members 
Mstep: Class 15 contains 1460 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 7323 members 
Mstep: Class 18 contains 70808 members 
Mstep: Class 19 contains 23949 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 3806 members 
Mstep: Class 22 contains 5064 members 
Mstep: Class 23 contains 9082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799146.000000 Penalty: 46900.582031
Iteration 42Q: 24 clusters Score -2.479915e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 3 contains 4246 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 2483 members 
Mstep: Class 6 contains 30877 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 22956 members 
Mstep: Class 11 contains 7766 members 
Mstep: Class 12 contains 33453 members 
Mstep: Class 13 contains 23281 members 
Mstep: Class 14 contains 1332 members 
Mstep: Class 15 contains 1557 members 
Mstep: Class 16 contains 6969 members 
Mstep: Class 17 contains 7240 members 
Mstep: Class 18 contains 70585 members 
Mstep: Class 19 contains 23809 members 
Mstep: Class 20 contains 2163 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 5091 members 
Mstep: Class 23 contains 9222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800148.000000 Penalty: 46900.582031
Iteration 43Q: 24 clusters Score -2.480015e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2442 members 
Mstep: Class 3 contains 4264 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 30783 members 
Mstep: Class 7 contains 2242 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 6296 members 
Mstep: Class 10 contains 23075 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 33375 members 
Mstep: Class 13 contains 23191 members 
Mstep: Class 14 contains 1325 members 
Mstep: Class 15 contains 1617 members 
Mstep: Class 16 contains 6882 members 
Mstep: Class 17 contains 7146 members 
Mstep: Class 18 contains 70373 members 
Mstep: Class 19 contains 23743 members 
Mstep: Class 20 contains 2185 members 
Mstep: Class 21 contains 3974 members 
Mstep: Class 22 contains 5092 members 
Mstep: Class 23 contains 9365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801070.000000 Penalty: 46900.582031
Iteration 44Q: 24 clusters Score -2.480107e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2519 members 
Mstep: Class 3 contains 4271 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2668 members 
Mstep: Class 6 contains 30685 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 6267 members 
Mstep: Class 10 contains 23175 members 
Mstep: Class 11 contains 8264 members 
Mstep: Class 12 contains 33334 members 
Mstep: Class 13 contains 23111 members 
Mstep: Class 14 contains 1324 members 
Mstep: Class 15 contains 1678 members 
Mstep: Class 16 contains 6810 members 
Mstep: Class 17 contains 7059 members 
Mstep: Class 18 contains 70157 members 
Mstep: Class 19 contains 23727 members 
Mstep: Class 20 contains 2198 members 
Mstep: Class 21 contains 4028 members 
Mstep: Class 22 contains 5083 members 
Mstep: Class 23 contains 9503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801906.000000 Penalty: 46900.582031
Iteration 45Q: 24 clusters Score -2.480191e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 2762 members 
Mstep: Class 6 contains 30586 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 6236 members 
Mstep: Class 10 contains 23240 members 
Mstep: Class 11 contains 8481 members 
Mstep: Class 12 contains 33267 members 
Mstep: Class 13 contains 23008 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 1727 members 
Mstep: Class 16 contains 6771 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 70000 members 
Mstep: Class 19 contains 23732 members 
Mstep: Class 20 contains 2215 members 
Mstep: Class 21 contains 4096 members 
Mstep: Class 22 contains 5085 members 
Mstep: Class 23 contains 9616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802792.000000 Penalty: 46900.582031
Iteration 46Q: 24 clusters Score -2.480279e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 4277 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 2849 members 
Mstep: Class 6 contains 30487 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 6215 members 
Mstep: Class 10 contains 23309 members 
Mstep: Class 11 contains 8659 members 
Mstep: Class 12 contains 33163 members 
Mstep: Class 13 contains 22883 members 
Mstep: Class 14 contains 1322 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 6715 members 
Mstep: Class 17 contains 6875 members 
Mstep: Class 18 contains 69846 members 
Mstep: Class 19 contains 23778 members 
Mstep: Class 20 contains 2226 members 
Mstep: Class 21 contains 4171 members 
Mstep: Class 22 contains 5076 members 
Mstep: Class 23 contains 9749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24803636.000000 Penalty: 46900.582031
Iteration 47Q: 24 clusters Score -2.480364e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2732 members 
Mstep: Class 3 contains 4283 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2946 members 
Mstep: Class 6 contains 30384 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 23305 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 33054 members 
Mstep: Class 13 contains 22740 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 1826 members 
Mstep: Class 16 contains 6654 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 69702 members 
Mstep: Class 19 contains 23875 members 
Mstep: Class 20 contains 2229 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 5068 members 
Mstep: Class 23 contains 9865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24804496.000000 Penalty: 46900.582031
Iteration 48Q: 24 clusters Score -2.48045e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2793 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 3022 members 
Mstep: Class 6 contains 30277 members 
Mstep: Class 7 contains 2516 members 
Mstep: Class 8 contains 2859 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 10 contains 23347 members 
Mstep: Class 11 contains 8951 members 
Mstep: Class 12 contains 32927 members 
Mstep: Class 13 contains 22609 members 
Mstep: Class 14 contains 1316 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 6604 members 
Mstep: Class 17 contains 6709 members 
Mstep: Class 18 contains 69589 members 
Mstep: Class 19 contains 23974 members 
Mstep: Class 20 contains 2233 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 5060 members 
Mstep: Class 23 contains 9938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805142.000000 Penalty: 46900.582031
Iteration 49Q: 24 clusters Score -2.480514e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2833 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 3086 members 
Mstep: Class 6 contains 30187 members 
Mstep: Class 7 contains 2546 members 
Mstep: Class 8 contains 2947 members 
Mstep: Class 9 contains 6151 members 
Mstep: Class 10 contains 23397 members 
Mstep: Class 11 contains 9082 members 
Mstep: Class 12 contains 32799 members 
Mstep: Class 13 contains 22488 members 
Mstep: Class 14 contains 1313 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 6530 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 69508 members 
Mstep: Class 19 contains 24056 members 
Mstep: Class 20 contains 2236 members 
Mstep: Class 21 contains 4459 members 
Mstep: Class 22 contains 5062 members 
Mstep: Class 23 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805694.000000 Penalty: 46900.582031
Iteration 50Q: 24 clusters Score -2.480569e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2882 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 3143 members 
Mstep: Class 6 contains 30107 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 2996 members 
Mstep: Class 9 contains 6138 members 
Mstep: Class 10 contains 23468 members 
Mstep: Class 11 contains 9195 members 
Mstep: Class 12 contains 32654 members 
Mstep: Class 13 contains 22334 members 
Mstep: Class 14 contains 1314 members 
Mstep: Class 15 contains 2061 members 
Mstep: Class 16 contains 6468 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 69410 members 
Mstep: Class 19 contains 24135 members 
Mstep: Class 20 contains 2237 members 
Mstep: Class 21 contains 4588 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 10026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806260.000000 Penalty: 46900.582031
Iteration 51Q: 24 clusters Score -2.480626e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 3188 members 
Mstep: Class 6 contains 30026 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 3046 members 
Mstep: Class 9 contains 6132 members 
Mstep: Class 10 contains 23504 members 
Mstep: Class 11 contains 9296 members 
Mstep: Class 12 contains 32525 members 
Mstep: Class 13 contains 22161 members 
Mstep: Class 14 contains 1311 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 6458 members 
Mstep: Class 18 contains 69336 members 
Mstep: Class 19 contains 24200 members 
Mstep: Class 20 contains 2240 members 
Mstep: Class 21 contains 4719 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806796.000000 Penalty: 46900.582031
Iteration 52Q: 24 clusters Score -2.48068e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2990 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 3229 members 
Mstep: Class 6 contains 29944 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 3113 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 23538 members 
Mstep: Class 11 contains 9400 members 
Mstep: Class 12 contains 32393 members 
Mstep: Class 13 contains 22031 members 
Mstep: Class 14 contains 1307 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 6409 members 
Mstep: Class 17 contains 6378 members 
Mstep: Class 18 contains 69293 members 
Mstep: Class 19 contains 24184 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 4835 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 10084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807044.000000 Penalty: 46900.582031
Iteration 53Q: 24 clusters Score -2.480704e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3035 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 3266 members 
Mstep: Class 6 contains 29879 members 
Mstep: Class 7 contains 2628 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 6124 members 
Mstep: Class 10 contains 23584 members 
Mstep: Class 11 contains 9465 members 
Mstep: Class 12 contains 32275 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 1305 members 
Mstep: Class 15 contains 2342 members 
Mstep: Class 16 contains 6391 members 
Mstep: Class 17 contains 6303 members 
Mstep: Class 18 contains 69258 members 
Mstep: Class 19 contains 24173 members 
Mstep: Class 20 contains 2247 members 
Mstep: Class 21 contains 4944 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807288.000000 Penalty: 46900.582031
Iteration 54Q: 24 clusters Score -2.480729e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3076 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 3298 members 
Mstep: Class 6 contains 29811 members 
Mstep: Class 7 contains 2641 members 
Mstep: Class 8 contains 3210 members 
Mstep: Class 9 contains 6121 members 
Mstep: Class 10 contains 23622 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 32192 members 
Mstep: Class 13 contains 21697 members 
Mstep: Class 14 contains 1301 members 
Mstep: Class 15 contains 2442 members 
Mstep: Class 16 contains 6382 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 69219 members 
Mstep: Class 19 contains 24181 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 5029 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807554.000000 Penalty: 46900.582031
Iteration 55Q: 24 clusters Score -2.480755e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3120 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 29753 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 3263 members 
Mstep: Class 9 contains 6129 members 
Mstep: Class 10 contains 23668 members 
Mstep: Class 11 contains 9573 members 
Mstep: Class 12 contains 32158 members 
Mstep: Class 13 contains 21512 members 
Mstep: Class 14 contains 1300 members 
Mstep: Class 15 contains 2543 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 69157 members 
Mstep: Class 19 contains 24148 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 5132 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807918.000000 Penalty: 46900.582031
Iteration 56Q: 24 clusters Score -2.480792e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3156 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3362 members 
Mstep: Class 6 contains 29703 members 
Mstep: Class 7 contains 2643 members 
Mstep: Class 8 contains 3299 members 
Mstep: Class 9 contains 6133 members 
Mstep: Class 10 contains 23730 members 
Mstep: Class 11 contains 9629 members 
Mstep: Class 12 contains 32137 members 
Mstep: Class 13 contains 21302 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 2650 members 
Mstep: Class 16 contains 6359 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 69111 members 
Mstep: Class 19 contains 24074 members 
Mstep: Class 20 contains 2254 members 
Mstep: Class 21 contains 5261 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808066.000000 Penalty: 46900.582031
Iteration 57Q: 24 clusters Score -2.480807e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3197 members 
Mstep: Class 3 contains 4281 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 29659 members 
Mstep: Class 7 contains 2647 members 
Mstep: Class 8 contains 3337 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 23790 members 
Mstep: Class 11 contains 9683 members 
Mstep: Class 12 contains 32138 members 
Mstep: Class 13 contains 21060 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 2771 members 
Mstep: Class 16 contains 6327 members 
Mstep: Class 17 contains 6034 members 
Mstep: Class 18 contains 69068 members 
Mstep: Class 19 contains 23983 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808328.000000 Penalty: 46900.582031
Iteration 58Q: 24 clusters Score -2.480833e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3234 members 
Mstep: Class 3 contains 4268 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 29624 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 3367 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 23846 members 
Mstep: Class 11 contains 9731 members 
Mstep: Class 12 contains 32140 members 
Mstep: Class 13 contains 20803 members 
Mstep: Class 14 contains 1298 members 
Mstep: Class 15 contains 2898 members 
Mstep: Class 16 contains 6293 members 
Mstep: Class 17 contains 5982 members 
Mstep: Class 18 contains 69045 members 
Mstep: Class 19 contains 23898 members 
Mstep: Class 20 contains 2255 members 
Mstep: Class 21 contains 5467 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808670.000000 Penalty: 46900.582031
Iteration 59Q: 24 clusters Score -2.480867e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3261 members 
Mstep: Class 3 contains 4267 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 3415 members 
Mstep: Class 6 contains 29577 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 3393 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 10 contains 23871 members 
Mstep: Class 11 contains 9764 members 
Mstep: Class 12 contains 32143 members 
Mstep: Class 13 contains 20572 members 
Mstep: Class 14 contains 1297 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 6279 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 69043 members 
Mstep: Class 19 contains 23853 members 
Mstep: Class 20 contains 2257 members 
Mstep: Class 21 contains 5540 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 10497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809056.000000 Penalty: 46900.582031
Iteration 60F: 24 clusters Score -2.480906e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3311 members 
Mstep: Class 3 contains 4256 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 3443 members 
Mstep: Class 6 contains 29541 members 
Mstep: Class 7 contains 2650 members 
Mstep: Class 8 contains 3439 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 23907 members 
Mstep: Class 11 contains 9849 members 
Mstep: Class 12 contains 32133 members 
Mstep: Class 13 contains 20263 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 3185 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 5893 members 
Mstep: Class 18 contains 69037 members 
Mstep: Class 19 contains 23766 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 5648 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 10509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809370.000000 Penalty: 46900.582031
Iteration 61Q: 24 clusters Score -2.480937e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3375 members 
Mstep: Class 3 contains 4248 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 3468 members 
Mstep: Class 6 contains 29507 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 3473 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 10 contains 23924 members 
Mstep: Class 11 contains 9905 members 
Mstep: Class 12 contains 32136 members 
Mstep: Class 13 contains 19945 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 3366 members 
Mstep: Class 16 contains 6223 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 69021 members 
Mstep: Class 19 contains 23694 members 
Mstep: Class 20 contains 2259 members 
Mstep: Class 21 contains 5766 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 10534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809786.000000 Penalty: 46900.582031
Iteration 62Q: 24 clusters Score -2.480979e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3446 members 
Mstep: Class 3 contains 4239 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3497 members 
Mstep: Class 6 contains 29472 members 
Mstep: Class 7 contains 2635 members 
Mstep: Class 8 contains 3502 members 
Mstep: Class 9 contains 6175 members 
Mstep: Class 10 contains 23943 members 
Mstep: Class 11 contains 9955 members 
Mstep: Class 12 contains 32151 members 
Mstep: Class 13 contains 19584 members 
Mstep: Class 14 contains 1295 members 
Mstep: Class 15 contains 3538 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 5811 members 
Mstep: Class 18 contains 69047 members 
Mstep: Class 19 contains 23614 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 5857 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810206.000000 Penalty: 46900.582031
Iteration 63Q: 24 clusters Score -2.481021e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3500 members 
Mstep: Class 3 contains 4235 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 29420 members 
Mstep: Class 7 contains 2631 members 
Mstep: Class 8 contains 3542 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 23961 members 
Mstep: Class 11 contains 10011 members 
Mstep: Class 12 contains 32172 members 
Mstep: Class 13 contains 19221 members 
Mstep: Class 14 contains 1294 members 
Mstep: Class 15 contains 3745 members 
Mstep: Class 16 contains 6191 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 69069 members 
Mstep: Class 19 contains 23572 members 
Mstep: Class 20 contains 2263 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810656.000000 Penalty: 46900.582031
Iteration 64Q: 24 clusters Score -2.481066e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3551 members 
Mstep: Class 3 contains 4229 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 29342 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 3582 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 23950 members 
Mstep: Class 11 contains 10065 members 
Mstep: Class 12 contains 32201 members 
Mstep: Class 13 contains 18916 members 
Mstep: Class 14 contains 1293 members 
Mstep: Class 15 contains 3959 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 17 contains 5754 members 
Mstep: Class 18 contains 69082 members 
Mstep: Class 19 contains 23538 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 5969 members 
Mstep: Class 22 contains 5048 members 
Mstep: Class 23 contains 10575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811192.000000 Penalty: 46900.582031
Iteration 65Q: 24 clusters Score -2.481119e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3589 members 
Mstep: Class 3 contains 4213 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3550 members 
Mstep: Class 6 contains 29284 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 6188 members 
Mstep: Class 10 contains 23921 members 
Mstep: Class 11 contains 10125 members 
Mstep: Class 12 contains 32251 members 
Mstep: Class 13 contains 18636 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 4138 members 
Mstep: Class 16 contains 6148 members 
Mstep: Class 17 contains 5734 members 
Mstep: Class 18 contains 69092 members 
Mstep: Class 19 contains 23520 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 5987 members 
Mstep: Class 22 contains 5048 members 
Mstep: Class 23 contains 10586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811534.000000 Penalty: 46900.582031
Iteration 66Q: 24 clusters Score -2.481153e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3621 members 
Mstep: Class 3 contains 4191 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3587 members 
Mstep: Class 6 contains 29228 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 3645 members 
Mstep: Class 9 contains 6191 members 
Mstep: Class 10 contains 23918 members 
Mstep: Class 11 contains 10176 members 
Mstep: Class 12 contains 32280 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 1292 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 6126 members 
Mstep: Class 17 contains 5721 members 
Mstep: Class 18 contains 69099 members 
Mstep: Class 19 contains 23487 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 5995 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811726.000000 Penalty: 46900.582031
Iteration 67Q: 24 clusters Score -2.481173e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3653 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 3610 members 
Mstep: Class 6 contains 29155 members 
Mstep: Class 7 contains 2623 members 
Mstep: Class 8 contains 3671 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 10218 members 
Mstep: Class 12 contains 32293 members 
Mstep: Class 13 contains 18315 members 
Mstep: Class 14 contains 1291 members 
Mstep: Class 15 contains 4361 members 
Mstep: Class 16 contains 6113 members 
Mstep: Class 17 contains 5710 members 
Mstep: Class 18 contains 69123 members 
Mstep: Class 19 contains 23498 members 
Mstep: Class 20 contains 2262 members 
Mstep: Class 21 contains 5982 members 
Mstep: Class 22 contains 5041 members 
Mstep: Class 23 contains 10597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811758.000000 Penalty: 46900.582031
Iteration 68Q: 24 clusters Score -2.481176e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3678 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 29090 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 3714 members 
Mstep: Class 9 contains 6195 members 
Mstep: Class 10 contains 23888 members 
Mstep: Class 11 contains 10235 members 
Mstep: Class 12 contains 32296 members 
Mstep: Class 13 contains 18251 members 
Mstep: Class 14 contains 1290 members 
Mstep: Class 15 contains 4445 members 
Mstep: Class 16 contains 6092 members 
Mstep: Class 17 contains 5697 members 
Mstep: Class 18 contains 69153 members 
Mstep: Class 19 contains 23499 members 
Mstep: Class 20 contains 2264 members 
Mstep: Class 21 contains 5953 members 
Mstep: Class 22 contains 5042 members 
Mstep: Class 23 contains 10607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811922.000000 Penalty: 46900.582031
Iteration 69Q: 24 clusters Score -2.481192e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3699 members 
Mstep: Class 3 contains 4146 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3647 members 
Mstep: Class 6 contains 29039 members 
Mstep: Class 7 contains 2608 members 
Mstep: Class 8 contains 3754 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 23876 members 
Mstep: Class 11 contains 10252 members 
Mstep: Class 12 contains 32279 members 
Mstep: Class 13 contains 18213 members 
Mstep: Class 14 contains 1287 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 6076 members 
Mstep: Class 17 contains 5692 members 
Mstep: Class 18 contains 69176 members 
Mstep: Class 19 contains 23506 members 
Mstep: Class 20 contains 2265 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 5040 members 
Mstep: Class 23 contains 10615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811982.000000 Penalty: 46900.582031
Iteration 70Q: 24 clusters Score -2.481198e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3728 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 3655 members 
Mstep: Class 6 contains 28985 members 
Mstep: Class 7 contains 2606 members 
Mstep: Class 8 contains 3781 members 
Mstep: Class 9 contains 6200 members 
Mstep: Class 10 contains 23866 members 
Mstep: Class 11 contains 10287 members 
Mstep: Class 12 contains 32257 members 
Mstep: Class 13 contains 18198 members 
Mstep: Class 14 contains 1285 members 
Mstep: Class 15 contains 4572 members 
Mstep: Class 16 contains 6055 members 
Mstep: Class 17 contains 5683 members 
Mstep: Class 18 contains 69206 members 
Mstep: Class 19 contains 23483 members 
Mstep: Class 20 contains 2266 members 
Mstep: Class 21 contains 5898 members 
Mstep: Class 22 contains 5039 members 
Mstep: Class 23 contains 10624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812068.000000 Penalty: 46900.582031
Iteration 71Q: 24 clusters Score -2.481207e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3757 members 
Mstep: Class 3 contains 4134 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3670 members 
Mstep: Class 6 contains 28926 members 
Mstep: Class 7 contains 2597 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 23848 members 
Mstep: Class 11 contains 10334 members 
Mstep: Class 12 contains 32227 members 
Mstep: Class 13 contains 18180 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 6045 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 69247 members 
Mstep: Class 19 contains 23444 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 5885 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812164.000000 Penalty: 46900.582031
Iteration 72Q: 24 clusters Score -2.481216e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3775 members 
Mstep: Class 3 contains 4121 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3683 members 
Mstep: Class 6 contains 28872 members 
Mstep: Class 7 contains 2583 members 
Mstep: Class 8 contains 3815 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 23834 members 
Mstep: Class 11 contains 10378 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 18177 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 69298 members 
Mstep: Class 19 contains 23413 members 
Mstep: Class 20 contains 2269 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812172.000000 Penalty: 46900.582031
Iteration 73Q: 24 clusters Score -2.481217e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3793 members 
Mstep: Class 3 contains 4117 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3695 members 
Mstep: Class 6 contains 28833 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 3837 members 
Mstep: Class 9 contains 6205 members 
Mstep: Class 10 contains 23818 members 
Mstep: Class 11 contains 10433 members 
Mstep: Class 12 contains 32171 members 
Mstep: Class 13 contains 18161 members 
Mstep: Class 14 contains 1284 members 
Mstep: Class 15 contains 4692 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 69342 members 
Mstep: Class 19 contains 23361 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 5864 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812156.000000 Penalty: 46900.582031
Iteration 74Q: 24 clusters Score -2.481216e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 3811 members 
Mstep: Class 3 contains 4110 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 28803 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 3852 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 23799 members 
Mstep: Class 11 contains 10492 members 
Mstep: Class 12 contains 32141 members 
Mstep: Class 13 contains 18150 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 4721 members 
Mstep: Class 16 contains 6025 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 69387 members 
Mstep: Class 19 contains 23304 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 5844 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812126.000000 Penalty: 46900.582031
Iteration 75Q: 24 clusters Score -2.481213e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3827 members 
Mstep: Class 3 contains 4106 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3717 members 
Mstep: Class 6 contains 28781 members 
Mstep: Class 7 contains 2556 members 
Mstep: Class 8 contains 3879 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 23786 members 
Mstep: Class 11 contains 10555 members 
Mstep: Class 12 contains 32127 members 
Mstep: Class 13 contains 18145 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 4735 members 
Mstep: Class 16 contains 6019 members 
Mstep: Class 17 contains 5626 members 
Mstep: Class 18 contains 69421 members 
Mstep: Class 19 contains 23221 members 
Mstep: Class 20 contains 2271 members 
Mstep: Class 21 contains 5836 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812140.000000 Penalty: 46900.582031
Iteration 76Q: 24 clusters Score -2.481214e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3845 members 
Mstep: Class 3 contains 4102 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 28757 members 
Mstep: Class 7 contains 2543 members 
Mstep: Class 8 contains 3897 members 
Mstep: Class 9 contains 6211 members 
Mstep: Class 10 contains 23781 members 
Mstep: Class 11 contains 10610 members 
Mstep: Class 12 contains 32107 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 5612 members 
Mstep: Class 18 contains 69451 members 
Mstep: Class 19 contains 23166 members 
Mstep: Class 20 contains 2272 members 
Mstep: Class 21 contains 5827 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812126.000000 Penalty: 46900.582031
Iteration 77Q: 24 clusters Score -2.481213e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3856 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 28743 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 3914 members 
Mstep: Class 9 contains 6214 members 
Mstep: Class 10 contains 23769 members 
Mstep: Class 11 contains 10660 members 
Mstep: Class 12 contains 32098 members 
Mstep: Class 13 contains 18149 members 
Mstep: Class 14 contains 1283 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 6013 members 
Mstep: Class 17 contains 5597 members 
Mstep: Class 18 contains 69468 members 
Mstep: Class 19 contains 23118 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 5823 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812146.000000 Penalty: 46900.582031
Iteration 78Q: 24 clusters Score -2.481215e+07 nChanged 310
Entering ConstructFrom: 
Score: -24812146.000000 Penalty: 46900.582031
Entering ConstructFrom: 
Trying to split cluster 1 (4991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Entering Unmasked Estep 
Score: -438943.781250 Penalty: 1383.751099
	Iteration 0F: 2 clusters Score -438943.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -434954.500000 Penalty: 2767.502197
	Iteration 0F: 3 clusters Score -434954.5 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -435988.062500 Penalty: 2767.502197
	Iteration 1F: 3 clusters Score -435988.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -436182.468750 Penalty: 2767.502197
	Iteration 2F: 3 clusters Score -436182.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -436324.156250 Penalty: 2767.502197
	Iteration 3F: 3 clusters Score -436324.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -436429.312500 Penalty: 2767.502197
	Iteration 4Q: 3 clusters Score -436429.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -436519.125000 Penalty: 2767.502197
	Iteration 5Q: 3 clusters Score -436519.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -436580.375000 Penalty: 2767.502197
	Iteration 6Q: 3 clusters Score -436580.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -436634.062500 Penalty: 2767.502197
	Iteration 7Q: 3 clusters Score -436634.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -436679.843750 Penalty: 2767.502197
	Iteration 8Q: 3 clusters Score -436679.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -436728.437500 Penalty: 2767.502197
	Iteration 9Q: 3 clusters Score -436728.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -436765.406250 Penalty: 2767.502197
	Iteration 10Q: 3 clusters Score -436765.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -436807.250000 Penalty: 2767.502197
	Iteration 11Q: 3 clusters Score -436807.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -436847.906250 Penalty: 2767.502197
	Iteration 12Q: 3 clusters Score -436847.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -436891.625000 Penalty: 2767.502197
	Iteration 13Q: 3 clusters Score -436891.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -436939.218750 Penalty: 2767.502197
	Iteration 14Q: 3 clusters Score -436939.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -436987.687500 Penalty: 2767.502197
	Iteration 15Q: 3 clusters Score -436987.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -437034.937500 Penalty: 2767.502197
	Iteration 16Q: 3 clusters Score -437034.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -437093.375000 Penalty: 2767.502197
	Iteration 17Q: 3 clusters Score -437093.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -437152.531250 Penalty: 2767.502197
	Iteration 18Q: 3 clusters Score -437152.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -437221.000000 Penalty: 2767.502197
	Iteration 19Q: 3 clusters Score -437221 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -437311.687500 Penalty: 2767.502197
	Iteration 20F: 3 clusters Score -437311.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -437420.000000 Penalty: 2767.502197
	Iteration 21Q: 3 clusters Score -437420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -437531.531250 Penalty: 2767.502197
	Iteration 22Q: 3 clusters Score -437531.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -437611.843750 Penalty: 2767.502197
	Iteration 23Q: 3 clusters Score -437611.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -437663.125000 Penalty: 2767.502197
	Iteration 24Q: 3 clusters Score -437663.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -437709.375000 Penalty: 2767.502197
	Iteration 25Q: 3 clusters Score -437709.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -437746.750000 Penalty: 2767.502197
	Iteration 26Q: 3 clusters Score -437746.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -437774.562500 Penalty: 2767.502197
	Iteration 27Q: 3 clusters Score -437774.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -437794.500000 Penalty: 2767.502197
	Iteration 28Q: 3 clusters Score -437794.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -437813.062500 Penalty: 2767.502197
	Iteration 29Q: 3 clusters Score -437813.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -437828.562500 Penalty: 2767.502197
	Iteration 30Q: 3 clusters Score -437828.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -437833.500000 Penalty: 2767.502197
	Iteration 31Q: 3 clusters Score -437833.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -437838.125000 Penalty: 2767.502197
	Iteration 32Q: 3 clusters Score -437838.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -437843.968750 Penalty: 2767.502197
	Iteration 33Q: 3 clusters Score -437844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -437844.812500 Penalty: 2767.502197
	Iteration 34Q: 3 clusters Score -437844.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -437849.656250 Penalty: 2767.502197
	Iteration 35Q: 3 clusters Score -437849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -437852.375000 Penalty: 2767.502197
	Iteration 36Q: 3 clusters Score -437852.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -437856.750000 Penalty: 2767.502197
	Iteration 37Q: 3 clusters Score -437856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -437860.750000 Penalty: 2767.502197
	Iteration 38Q: 3 clusters Score -437860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -437863.218750 Penalty: 2767.502197
	Iteration 39Q: 3 clusters Score -437863.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -437865.375000 Penalty: 2767.502197
	Iteration 40F: 3 clusters Score -437865.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -437867.343750 Penalty: 2767.502197
	Iteration 41Q: 3 clusters Score -437867.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -437869.468750 Penalty: 2767.502197
	Iteration 42Q: 3 clusters Score -437869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -437874.312500 Penalty: 2767.502197
	Iteration 43Q: 3 clusters Score -437874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -437879.968750 Penalty: 2767.502197
	Iteration 44Q: 3 clusters Score -437880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -437886.875000 Penalty: 2767.502197
	Iteration 45Q: 3 clusters Score -437886.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -437899.156250 Penalty: 2767.502197
	Iteration 46Q: 3 clusters Score -437899.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -437911.875000 Penalty: 2767.502197
	Iteration 47Q: 3 clusters Score -437911.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -437929.781250 Penalty: 2767.502197
	Iteration 48Q: 3 clusters Score -437929.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -437937.781250 Penalty: 2767.502197
	Iteration 49Q: 3 clusters Score -437937.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -437948.437500 Penalty: 2767.502197
	Iteration 50Q: 3 clusters Score -437948.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -437956.625000 Penalty: 2767.502197
	Iteration 51Q: 3 clusters Score -437956.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -437962.500000 Penalty: 2767.502197
	Iteration 52Q: 3 clusters Score -437962.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -437970.000000 Penalty: 2767.502197
	Iteration 53Q: 3 clusters Score -437970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -437974.531250 Penalty: 2767.502197
	Iteration 54Q: 3 clusters Score -437974.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -437982.593750 Penalty: 2767.502197
	Iteration 55Q: 3 clusters Score -437982.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -437988.718750 Penalty: 2767.502197
	Iteration 56Q: 3 clusters Score -437988.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -437997.687500 Penalty: 2767.502197
	Iteration 57Q: 3 clusters Score -437997.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -438007.156250 Penalty: 2767.502197
	Iteration 58Q: 3 clusters Score -438007.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -438010.718750 Penalty: 2767.502197
	Iteration 59Q: 3 clusters Score -438010.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -438012.750000 Penalty: 2767.502197
	Iteration 60F: 3 clusters Score -438012.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -438016.218750 Penalty: 2767.502197
	Iteration 61Q: 3 clusters Score -438016.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -438017.156250 Penalty: 2767.502197
	Iteration 62Q: 3 clusters Score -438017.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -438020.968750 Penalty: 2767.502197
	Iteration 63Q: 3 clusters Score -438021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -438026.000000 Penalty: 2767.502197
	Iteration 64Q: 3 clusters Score -438026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -438034.656250 Penalty: 2767.502197
	Iteration 65Q: 3 clusters Score -438034.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -438041.781250 Penalty: 2767.502197
	Iteration 66Q: 3 clusters Score -438041.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -438046.875000 Penalty: 2767.502197
	Iteration 67Q: 3 clusters Score -438046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -438048.375000 Penalty: 2767.502197
	Iteration 68Q: 3 clusters Score -438048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -438050.625000 Penalty: 2767.502197
	Iteration 69Q: 3 clusters Score -438050.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -438054.125000 Penalty: 2767.502197
	Iteration 70Q: 3 clusters Score -438054.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -438061.937500 Penalty: 2767.502197
	Iteration 71Q: 3 clusters Score -438061.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -438069.343750 Penalty: 2767.502197
	Iteration 72Q: 3 clusters Score -438069.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -438076.500000 Penalty: 2767.502197
	Iteration 73Q: 3 clusters Score -438076.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -438079.781250 Penalty: 2767.502197
	Iteration 74Q: 3 clusters Score -438079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -438084.812500 Penalty: 2767.502197
	Iteration 75Q: 3 clusters Score -438084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -438092.656250 Penalty: 2767.502197
	Iteration 76Q: 3 clusters Score -438092.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -438099.375000 Penalty: 2767.502197
	Iteration 77Q: 3 clusters Score -438099.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -438103.875000 Penalty: 2767.502197
	Iteration 78Q: 3 clusters Score -438103.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -438111.062500 Penalty: 2767.502197
	Iteration 79Q: 3 clusters Score -438111.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -438120.406250 Penalty: 2767.502197
	Iteration 80F: 3 clusters Score -438120.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -438130.968750 Penalty: 2767.502197
	Iteration 81Q: 3 clusters Score -438131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -438143.093750 Penalty: 2767.502197
	Iteration 82Q: 3 clusters Score -438143.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -438150.875000 Penalty: 2767.502197
	Iteration 83Q: 3 clusters Score -438150.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -438157.187500 Penalty: 2767.502197
	Iteration 84Q: 3 clusters Score -438157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -438163.406250 Penalty: 2767.502197
	Iteration 85Q: 3 clusters Score -438163.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -438170.218750 Penalty: 2767.502197
	Iteration 86Q: 3 clusters Score -438170.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -438177.125000 Penalty: 2767.502197
	Iteration 87Q: 3 clusters Score -438177.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -438184.156250 Penalty: 2767.502197
	Iteration 88Q: 3 clusters Score -438184.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -438188.500000 Penalty: 2767.502197
	Iteration 89Q: 3 clusters Score -438188.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -438190.781250 Penalty: 2767.502197
	Iteration 90Q: 3 clusters Score -438190.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -438192.187500 Penalty: 2767.502197
	Iteration 91Q: 3 clusters Score -438192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -438192.218750 Penalty: 2767.502197
	Iteration 92Q: 3 clusters Score -438192.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -438192.687500 Penalty: 2767.502197
	Iteration 93Q: 3 clusters Score -438192.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -438192.656250 Penalty: 2767.502197
	Iteration 94Q: 3 clusters Score -438192.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -438194.625000 Penalty: 2767.502197
	Iteration 95Q: 3 clusters Score -438194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -438196.906250 Penalty: 2767.502197
	Iteration 96Q: 3 clusters Score -438196.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -438197.781250 Penalty: 2767.502197
	Iteration 97Q: 3 clusters Score -438197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -438199.156250 Penalty: 2767.502197
	Iteration 98Q: 3 clusters Score -438199.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -438202.093750 Penalty: 2767.502197
	Iteration 99Q: 3 clusters Score -438202.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -438202.000000 Penalty: 2767.502197
	Iteration 100F: 3 clusters Score -438202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -344068.406250 Penalty: 1342.456177
	Iteration 0F: 2 clusters Score -344068.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -340783.531250 Penalty: 2684.912354
	Iteration 0F: 3 clusters Score -340783.5 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -341719.687500 Penalty: 2684.912354
	Iteration 1F: 3 clusters Score -341719.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -341925.312500 Penalty: 2684.912354
	Iteration 2F: 3 clusters Score -341925.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -342069.437500 Penalty: 2684.912354
	Iteration 3F: 3 clusters Score -342069.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -342182.687500 Penalty: 2684.912354
	Iteration 4Q: 3 clusters Score -342182.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -342266.000000 Penalty: 2684.912354
	Iteration 5Q: 3 clusters Score -342266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -342355.968750 Penalty: 2684.912354
	Iteration 6Q: 3 clusters Score -342356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -342429.343750 Penalty: 2684.912354
	Iteration 7Q: 3 clusters Score -342429.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -342515.312500 Penalty: 2684.912354
	Iteration 8Q: 3 clusters Score -342515.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -342621.187500 Penalty: 2684.912354
	Iteration 9Q: 3 clusters Score -342621.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -342731.937500 Penalty: 2684.912354
	Iteration 10Q: 3 clusters Score -342731.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -342832.843750 Penalty: 2684.912354
	Iteration 11Q: 3 clusters Score -342832.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -342897.593750 Penalty: 2684.912354
	Iteration 12Q: 3 clusters Score -342897.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -342931.812500 Penalty: 2684.912354
	Iteration 13Q: 3 clusters Score -342931.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -342959.031250 Penalty: 2684.912354
	Iteration 14Q: 3 clusters Score -342959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -342997.218750 Penalty: 2684.912354
	Iteration 15Q: 3 clusters Score -342997.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -343013.718750 Penalty: 2684.912354
	Iteration 16Q: 3 clusters Score -343013.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -343028.031250 Penalty: 2684.912354
	Iteration 17Q: 3 clusters Score -343028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -343034.218750 Penalty: 2684.912354
	Iteration 18Q: 3 clusters Score -343034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -343036.218750 Penalty: 2684.912354
	Iteration 19Q: 3 clusters Score -343036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -343038.687500 Penalty: 2684.912354
	Iteration 20F: 3 clusters Score -343038.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -343040.468750 Penalty: 2684.912354
	Iteration 21Q: 3 clusters Score -343040.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -343042.906250 Penalty: 2684.912354
	Iteration 22Q: 3 clusters Score -343042.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -343044.593750 Penalty: 2684.912354
	Iteration 23Q: 3 clusters Score -343044.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -343045.937500 Penalty: 2684.912354
	Iteration 24Q: 3 clusters Score -343045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -343046.687500 Penalty: 2684.912354
	Iteration 25Q: 3 clusters Score -343046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -343047.968750 Penalty: 2684.912354
	Iteration 26Q: 3 clusters Score -343048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -343047.968750 Penalty: 2684.912354
	Iteration 27F: 3 clusters Score -343048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -347428.906250 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -347428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -344095.562500 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -344095.6 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -345178.906250 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -345178.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -345436.031250 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -345436 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -345605.437500 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -345605.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -345739.031250 Penalty: 2703.432617
	Iteration 4F: 3 clusters Score -345739 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -345849.437500 Penalty: 2703.432617
	Iteration 5Q: 3 clusters Score -345849.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -345939.593750 Penalty: 2703.432617
	Iteration 6Q: 3 clusters Score -345939.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -346006.500000 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -346006.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -346057.531250 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -346057.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -346108.281250 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -346108.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -346153.156250 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -346153.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -346189.906250 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -346189.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -346219.343750 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -346219.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -346237.062500 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -346237.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -346256.218750 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -346256.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -346274.281250 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -346274.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -346295.625000 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -346295.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -346314.406250 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -346314.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -346331.750000 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -346331.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -346349.125000 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -346349.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -346366.625000 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -346366.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -346384.625000 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -346384.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -346403.625000 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -346403.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -346425.875000 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -346425.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -346443.750000 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -346443.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -346454.062500 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -346454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -346465.968750 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -346466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -346476.812500 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -346476.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -346489.406250 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -346489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -346497.843750 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -346497.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -346501.000000 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -346501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -346505.781250 Penalty: 2703.432617
	Iteration 31Q: 3 clusters Score -346505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -346510.031250 Penalty: 2703.432617
	Iteration 32Q: 3 clusters Score -346510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -346513.968750 Penalty: 2703.432617
	Iteration 33Q: 3 clusters Score -346514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -346519.343750 Penalty: 2703.432617
	Iteration 34Q: 3 clusters Score -346519.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -346523.437500 Penalty: 2703.432617
	Iteration 35Q: 3 clusters Score -346523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -346527.437500 Penalty: 2703.432617
	Iteration 36Q: 3 clusters Score -346527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -346529.156250 Penalty: 2703.432617
	Iteration 37Q: 3 clusters Score -346529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -346531.312500 Penalty: 2703.432617
	Iteration 38Q: 3 clusters Score -346531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -346532.718750 Penalty: 2703.432617
	Iteration 39Q: 3 clusters Score -346532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -346535.312500 Penalty: 2703.432617
	Iteration 40F: 3 clusters Score -346535.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -346539.468750 Penalty: 2703.432617
	Iteration 41Q: 3 clusters Score -346539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -346541.218750 Penalty: 2703.432617
	Iteration 42Q: 3 clusters Score -346541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -346542.906250 Penalty: 2703.432617
	Iteration 43Q: 3 clusters Score -346542.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -346544.031250 Penalty: 2703.432617
	Iteration 44Q: 3 clusters Score -346544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -346543.968750 Penalty: 2703.432617
	Iteration 45Q: 3 clusters Score -346544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -346543.968750 Penalty: 2703.432617
	Iteration 46F: 3 clusters Score -346544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -448721.625000 Penalty: 1379.562622
	Iteration 0F: 2 clusters Score -448721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -444811.000000 Penalty: 2759.125244
	Iteration 0F: 3 clusters Score -444811 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -445873.218750 Penalty: 2759.125244
	Iteration 1F: 3 clusters Score -445873.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -446048.593750 Penalty: 2759.125244
	Iteration 2F: 3 clusters Score -446048.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -446156.468750 Penalty: 2759.125244
	Iteration 3Q: 3 clusters Score -446156.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -446240.406250 Penalty: 2759.125244
	Iteration 4Q: 3 clusters Score -446240.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -446306.062500 Penalty: 2759.125244
	Iteration 5Q: 3 clusters Score -446306.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -446345.781250 Penalty: 2759.125244
	Iteration 6Q: 3 clusters Score -446345.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -446373.718750 Penalty: 2759.125244
	Iteration 7Q: 3 clusters Score -446373.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -446405.375000 Penalty: 2759.125244
	Iteration 8Q: 3 clusters Score -446405.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -446435.937500 Penalty: 2759.125244
	Iteration 9Q: 3 clusters Score -446435.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -446470.875000 Penalty: 2759.125244
	Iteration 10Q: 3 clusters Score -446470.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -446521.437500 Penalty: 2759.125244
	Iteration 11Q: 3 clusters Score -446521.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -446576.937500 Penalty: 2759.125244
	Iteration 12Q: 3 clusters Score -446576.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -446634.468750 Penalty: 2759.125244
	Iteration 13Q: 3 clusters Score -446634.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -446684.125000 Penalty: 2759.125244
	Iteration 14Q: 3 clusters Score -446684.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -446724.000000 Penalty: 2759.125244
	Iteration 15Q: 3 clusters Score -446724 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -446780.687500 Penalty: 2759.125244
	Iteration 16Q: 3 clusters Score -446780.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -446856.125000 Penalty: 2759.125244
	Iteration 17Q: 3 clusters Score -446856.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -446922.531250 Penalty: 2759.125244
	Iteration 18Q: 3 clusters Score -446922.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -446997.031250 Penalty: 2759.125244
	Iteration 19Q: 3 clusters Score -446997 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -447086.781250 Penalty: 2759.125244
	Iteration 20F: 3 clusters Score -447086.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -447173.625000 Penalty: 2759.125244
	Iteration 21Q: 3 clusters Score -447173.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -447258.187500 Penalty: 2759.125244
	Iteration 22Q: 3 clusters Score -447258.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -447316.093750 Penalty: 2759.125244
	Iteration 23Q: 3 clusters Score -447316.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -447366.500000 Penalty: 2759.125244
	Iteration 24Q: 3 clusters Score -447366.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -447412.781250 Penalty: 2759.125244
	Iteration 25Q: 3 clusters Score -447412.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -447444.281250 Penalty: 2759.125244
	Iteration 26Q: 3 clusters Score -447444.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -447473.625000 Penalty: 2759.125244
	Iteration 27Q: 3 clusters Score -447473.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -447491.093750 Penalty: 2759.125244
	Iteration 28Q: 3 clusters Score -447491.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -447505.875000 Penalty: 2759.125244
	Iteration 29Q: 3 clusters Score -447505.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -447512.937500 Penalty: 2759.125244
	Iteration 30Q: 3 clusters Score -447512.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -447517.187500 Penalty: 2759.125244
	Iteration 31Q: 3 clusters Score -447517.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -447521.218750 Penalty: 2759.125244
	Iteration 32Q: 3 clusters Score -447521.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -447522.593750 Penalty: 2759.125244
	Iteration 33Q: 3 clusters Score -447522.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -447528.406250 Penalty: 2759.125244
	Iteration 34Q: 3 clusters Score -447528.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -447529.656250 Penalty: 2759.125244
	Iteration 35Q: 3 clusters Score -447529.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -447530.718750 Penalty: 2759.125244
	Iteration 36Q: 3 clusters Score -447530.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -447531.281250 Penalty: 2759.125244
	Iteration 37Q: 3 clusters Score -447531.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -447531.281250 Penalty: 2759.125244
	Iteration 38F: 3 clusters Score -447531.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Entering Unmasked Estep 
Score: -337028.031250 Penalty: 1336.861694
	Iteration 0F: 2 clusters Score -337028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -333824.593750 Penalty: 2673.723389
	Iteration 0F: 3 clusters Score -333824.6 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -334652.687500 Penalty: 2673.723389
	Iteration 1F: 3 clusters Score -334652.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -334818.812500 Penalty: 2673.723389
	Iteration 2F: 3 clusters Score -334818.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -334935.781250 Penalty: 2673.723389
	Iteration 3F: 3 clusters Score -334935.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -335027.781250 Penalty: 2673.723389
	Iteration 4Q: 3 clusters Score -335027.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -335113.375000 Penalty: 2673.723389
	Iteration 5Q: 3 clusters Score -335113.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -335199.312500 Penalty: 2673.723389
	Iteration 6Q: 3 clusters Score -335199.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -335292.281250 Penalty: 2673.723389
	Iteration 7Q: 3 clusters Score -335292.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -335371.718750 Penalty: 2673.723389
	Iteration 8Q: 3 clusters Score -335371.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -335456.500000 Penalty: 2673.723389
	Iteration 9Q: 3 clusters Score -335456.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -335535.375000 Penalty: 2673.723389
	Iteration 10Q: 3 clusters Score -335535.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -335604.937500 Penalty: 2673.723389
	Iteration 11Q: 3 clusters Score -335604.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -335666.375000 Penalty: 2673.723389
	Iteration 12Q: 3 clusters Score -335666.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -335727.156250 Penalty: 2673.723389
	Iteration 13Q: 3 clusters Score -335727.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -335795.375000 Penalty: 2673.723389
	Iteration 14Q: 3 clusters Score -335795.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -335872.500000 Penalty: 2673.723389
	Iteration 15Q: 3 clusters Score -335872.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -335954.781250 Penalty: 2673.723389
	Iteration 16Q: 3 clusters Score -335954.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -336020.281250 Penalty: 2673.723389
	Iteration 17Q: 3 clusters Score -336020.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -336079.812500 Penalty: 2673.723389
	Iteration 18Q: 3 clusters Score -336079.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -336128.500000 Penalty: 2673.723389
	Iteration 19Q: 3 clusters Score -336128.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -336167.031250 Penalty: 2673.723389
	Iteration 20F: 3 clusters Score -336167 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -336192.218750 Penalty: 2673.723389
	Iteration 21Q: 3 clusters Score -336192.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -336215.812500 Penalty: 2673.723389
	Iteration 22Q: 3 clusters Score -336215.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -336240.906250 Penalty: 2673.723389
	Iteration 23Q: 3 clusters Score -336240.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -336259.656250 Penalty: 2673.723389
	Iteration 24Q: 3 clusters Score -336259.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -336279.562500 Penalty: 2673.723389
	Iteration 25Q: 3 clusters Score -336279.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -336294.656250 Penalty: 2673.723389
	Iteration 26Q: 3 clusters Score -336294.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -336307.218750 Penalty: 2673.723389
	Iteration 27Q: 3 clusters Score -336307.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -336316.562500 Penalty: 2673.723389
	Iteration 28Q: 3 clusters Score -336316.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -336321.968750 Penalty: 2673.723389
	Iteration 29Q: 3 clusters Score -336322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -336326.062500 Penalty: 2673.723389
	Iteration 30Q: 3 clusters Score -336326.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -336329.375000 Penalty: 2673.723389
	Iteration 31Q: 3 clusters Score -336329.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336331.375000 Penalty: 2673.723389
	Iteration 32Q: 3 clusters Score -336331.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -336335.812500 Penalty: 2673.723389
	Iteration 33Q: 3 clusters Score -336335.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -336338.437500 Penalty: 2673.723389
	Iteration 34Q: 3 clusters Score -336338.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -336341.343750 Penalty: 2673.723389
	Iteration 35Q: 3 clusters Score -336341.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -336343.093750 Penalty: 2673.723389
	Iteration 36Q: 3 clusters Score -336343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -336345.656250 Penalty: 2673.723389
	Iteration 37Q: 3 clusters Score -336345.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -336348.687500 Penalty: 2673.723389
	Iteration 38Q: 3 clusters Score -336348.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -336353.375000 Penalty: 2673.723389
	Iteration 39Q: 3 clusters Score -336353.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -336363.093750 Penalty: 2673.723389
	Iteration 40F: 3 clusters Score -336363.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -336379.781250 Penalty: 2673.723389
	Iteration 41Q: 3 clusters Score -336379.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -336415.812500 Penalty: 2673.723389
	Iteration 42Q: 3 clusters Score -336415.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -336473.750000 Penalty: 2673.723389
	Iteration 43Q: 3 clusters Score -336473.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -336552.062500 Penalty: 2673.723389
	Iteration 44Q: 3 clusters Score -336552.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -336650.812500 Penalty: 2673.723389
	Iteration 45Q: 3 clusters Score -336650.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -336750.125000 Penalty: 2673.723389
	Iteration 46Q: 3 clusters Score -336750.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -336807.843750 Penalty: 2673.723389
	Iteration 47Q: 3 clusters Score -336807.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -336839.031250 Penalty: 2673.723389
	Iteration 48Q: 3 clusters Score -336839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -336856.562500 Penalty: 2673.723389
	Iteration 49Q: 3 clusters Score -336856.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -336870.281250 Penalty: 2673.723389
	Iteration 50Q: 3 clusters Score -336870.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -336876.531250 Penalty: 2673.723389
	Iteration 51Q: 3 clusters Score -336876.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -336882.281250 Penalty: 2673.723389
	Iteration 52Q: 3 clusters Score -336882.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -336884.562500 Penalty: 2673.723389
	Iteration 53Q: 3 clusters Score -336884.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -336888.000000 Penalty: 2673.723389
	Iteration 54Q: 3 clusters Score -336888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -336891.031250 Penalty: 2673.723389
	Iteration 55Q: 3 clusters Score -336891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336893.656250 Penalty: 2673.723389
	Iteration 56Q: 3 clusters Score -336893.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -336894.062500 Penalty: 2673.723389
	Iteration 57Q: 3 clusters Score -336894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -336894.968750 Penalty: 2673.723389
	Iteration 58F: 3 clusters Score -336895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -336895.593750 Penalty: 2673.723389
	Iteration 59Q: 3 clusters Score -336895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -336896.750000 Penalty: 2673.723389
	Iteration 60F: 3 clusters Score -336896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -336897.250000 Penalty: 2673.723389
	Iteration 61Q: 3 clusters Score -336897.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -336898.312500 Penalty: 2673.723389
	Iteration 62Q: 3 clusters Score -336898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -336899.156250 Penalty: 2673.723389
	Iteration 63Q: 3 clusters Score -336899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -336899.000000 Penalty: 2673.723389
	Iteration 64Q: 3 clusters Score -336899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -336899.000000 Penalty: 2673.723389
	Iteration 65F: 3 clusters Score -336899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Entering Unmasked Estep 
Score: -2680491.250000 Penalty: 1668.192749
	Iteration 0F: 2 clusters Score -2680491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2661041.750000 Penalty: 3336.385498
	Iteration 0F: 3 clusters Score -2661042 nChanged 13176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2668283.500000 Penalty: 3336.385498
	Iteration 1F: 3 clusters Score -2668284 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2668754.250000 Penalty: 3336.385498
	Iteration 2Q: 3 clusters Score -2668754 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2669310.000000 Penalty: 3336.385498
	Iteration 3Q: 3 clusters Score -2669310 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2670008.250000 Penalty: 3336.385498
	Iteration 4F: 3 clusters Score -2670008 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2670830.750000 Penalty: 3336.385498
	Iteration 5F: 3 clusters Score -2670831 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2671823.000000 Penalty: 3336.385498
	Iteration 6F: 3 clusters Score -2671823 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2672860.750000 Penalty: 3336.385498
	Iteration 7F: 3 clusters Score -2672861 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2673740.000000 Penalty: 3336.385498
	Iteration 8F: 3 clusters Score -2673740 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2674560.000000 Penalty: 3336.385498
	Iteration 9Q: 3 clusters Score -2674560 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -2675432.250000 Penalty: 3336.385498
	Iteration 10Q: 3 clusters Score -2675432 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -2676246.000000 Penalty: 3336.385498
	Iteration 11Q: 3 clusters Score -2676246 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -2676837.000000 Penalty: 3336.385498
	Iteration 12Q: 3 clusters Score -2676837 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2677212.750000 Penalty: 3336.385498
	Iteration 13Q: 3 clusters Score -2677213 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2677453.750000 Penalty: 3336.385498
	Iteration 14Q: 3 clusters Score -2677454 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2677649.500000 Penalty: 3336.385498
	Iteration 15Q: 3 clusters Score -2677650 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2677810.500000 Penalty: 3336.385498
	Iteration 16Q: 3 clusters Score -2677810 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -2677962.750000 Penalty: 3336.385498
	Iteration 17Q: 3 clusters Score -2677963 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -2678099.000000 Penalty: 3336.385498
	Iteration 18Q: 3 clusters Score -2678099 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -2678211.250000 Penalty: 3336.385498
	Iteration 19Q: 3 clusters Score -2678211 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2678309.000000 Penalty: 3336.385498
	Iteration 20F: 3 clusters Score -2678309 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -2678414.000000 Penalty: 3336.385498
	Iteration 21Q: 3 clusters Score -2678414 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2678524.500000 Penalty: 3336.385498
	Iteration 22Q: 3 clusters Score -2678524 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2678626.250000 Penalty: 3336.385498
	Iteration 23Q: 3 clusters Score -2678626 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -2678707.250000 Penalty: 3336.385498
	Iteration 24Q: 3 clusters Score -2678707 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -2678792.500000 Penalty: 3336.385498
	Iteration 25Q: 3 clusters Score -2678792 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -2678871.250000 Penalty: 3336.385498
	Iteration 26Q: 3 clusters Score -2678871 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -2678947.500000 Penalty: 3336.385498
	Iteration 27Q: 3 clusters Score -2678948 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2679007.500000 Penalty: 3336.385498
	Iteration 28Q: 3 clusters Score -2679008 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2679054.000000 Penalty: 3336.385498
	Iteration 29Q: 3 clusters Score -2679054 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -2679091.750000 Penalty: 3336.385498
	Iteration 30Q: 3 clusters Score -2679092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -2679138.750000 Penalty: 3336.385498
	Iteration 31Q: 3 clusters Score -2679139 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -2679180.250000 Penalty: 3336.385498
	Iteration 32Q: 3 clusters Score -2679180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -2679210.250000 Penalty: 3336.385498
	Iteration 33Q: 3 clusters Score -2679210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -2679225.250000 Penalty: 3336.385498
	Iteration 34Q: 3 clusters Score -2679225 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -2679248.000000 Penalty: 3336.385498
	Iteration 35Q: 3 clusters Score -2679248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -2679273.500000 Penalty: 3336.385498
	Iteration 36Q: 3 clusters Score -2679274 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -2679287.000000 Penalty: 3336.385498
	Iteration 37Q: 3 clusters Score -2679287 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -2679299.250000 Penalty: 3336.385498
	Iteration 38Q: 3 clusters Score -2679299 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -2679322.000000 Penalty: 3336.385498
	Iteration 39Q: 3 clusters Score -2679322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -2679320.000000 Penalty: 3336.385498
	Iteration 40F: 3 clusters Score -2679320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2679329.750000 Penalty: 3336.385498
	Iteration 41Q: 3 clusters Score -2679330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -2679332.750000 Penalty: 3336.385498
	Iteration 42Q: 3 clusters Score -2679333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -2679341.750000 Penalty: 3336.385498
	Iteration 43Q: 3 clusters Score -2679342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -2679342.500000 Penalty: 3336.385498
	Iteration 44Q: 3 clusters Score -2679342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2679351.500000 Penalty: 3336.385498
	Iteration 45Q: 3 clusters Score -2679352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2679366.750000 Penalty: 3336.385498
	Iteration 46Q: 3 clusters Score -2679367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -2679377.250000 Penalty: 3336.385498
	Iteration 47Q: 3 clusters Score -2679377 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -2679388.750000 Penalty: 3336.385498
	Iteration 48Q: 3 clusters Score -2679389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2679395.250000 Penalty: 3336.385498
	Iteration 49Q: 3 clusters Score -2679395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -2679395.500000 Penalty: 3336.385498
	Iteration 50Q: 3 clusters Score -2679396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -2679405.000000 Penalty: 3336.385498
	Iteration 51Q: 3 clusters Score -2679405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -2679406.500000 Penalty: 3336.385498
	Iteration 52Q: 3 clusters Score -2679406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -2679412.750000 Penalty: 3336.385498
	Iteration 53Q: 3 clusters Score -2679413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -2679413.000000 Penalty: 3336.385498
	Iteration 54Q: 3 clusters Score -2679413 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2679412.750000 Penalty: 3336.385498
	Iteration 55Q: 3 clusters Score -2679413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -2679412.500000 Penalty: 3336.385498
	Iteration 56Q: 3 clusters Score -2679412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -2679406.750000 Penalty: 3336.385498
	Iteration 57Q: 3 clusters Score -2679407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2679406.500000 Penalty: 3336.385498
	Iteration 58Q: 3 clusters Score -2679406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2679410.000000 Penalty: 3336.385498
	Iteration 59Q: 3 clusters Score -2679410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2679411.000000 Penalty: 3336.385498
	Iteration 60F: 3 clusters Score -2679411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -198588.906250 Penalty: 1273.858887
	Iteration 0F: 2 clusters Score -198588.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -196152.156250 Penalty: 2547.717773
	Iteration 0F: 3 clusters Score -196152.2 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -196893.718750 Penalty: 2547.717773
	Iteration 1F: 3 clusters Score -196893.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197134.734375 Penalty: 2547.717773
	Iteration 2F: 3 clusters Score -197134.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -197323.312500 Penalty: 2547.717773
	Iteration 3F: 3 clusters Score -197323.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -197465.078125 Penalty: 2547.717773
	Iteration 4F: 3 clusters Score -197465.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -197572.953125 Penalty: 2547.717773
	Iteration 5Q: 3 clusters Score -197573 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -197672.906250 Penalty: 2547.717773
	Iteration 6Q: 3 clusters Score -197672.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -197750.484375 Penalty: 2547.717773
	Iteration 7Q: 3 clusters Score -197750.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -197811.734375 Penalty: 2547.717773
	Iteration 8Q: 3 clusters Score -197811.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -197866.812500 Penalty: 2547.717773
	Iteration 9Q: 3 clusters Score -197866.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -197914.000000 Penalty: 2547.717773
	Iteration 10Q: 3 clusters Score -197914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -197960.250000 Penalty: 2547.717773
	Iteration 11Q: 3 clusters Score -197960.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -197994.500000 Penalty: 2547.717773
	Iteration 12Q: 3 clusters Score -197994.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198029.546875 Penalty: 2547.717773
	Iteration 13Q: 3 clusters Score -198029.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -198062.953125 Penalty: 2547.717773
	Iteration 14Q: 3 clusters Score -198063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -198086.781250 Penalty: 2547.717773
	Iteration 15Q: 3 clusters Score -198086.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -198099.921875 Penalty: 2547.717773
	Iteration 16Q: 3 clusters Score -198099.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -198113.953125 Penalty: 2547.717773
	Iteration 17Q: 3 clusters Score -198114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -198122.000000 Penalty: 2547.717773
	Iteration 18Q: 3 clusters Score -198122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -198128.046875 Penalty: 2547.717773
	Iteration 19Q: 3 clusters Score -198128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -198138.359375 Penalty: 2547.717773
	Iteration 20F: 3 clusters Score -198138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -198144.328125 Penalty: 2547.717773
	Iteration 21Q: 3 clusters Score -198144.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -198147.062500 Penalty: 2547.717773
	Iteration 22Q: 3 clusters Score -198147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198147.781250 Penalty: 2547.717773
	Iteration 23Q: 3 clusters Score -198147.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -198149.671875 Penalty: 2547.717773
	Iteration 24Q: 3 clusters Score -198149.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -198150.156250 Penalty: 2547.717773
	Iteration 25Q: 3 clusters Score -198150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -198150.484375 Penalty: 2547.717773
	Iteration 26Q: 3 clusters Score -198150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -198150.484375 Penalty: 2547.717773
	Iteration 27F: 3 clusters Score -198150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Entering Unmasked Estep 
Score: -340749.593750 Penalty: 1344.624390
	Iteration 0F: 2 clusters Score -340749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -337409.093750 Penalty: 2689.248779
	Iteration 0F: 3 clusters Score -337409.1 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -338366.687500 Penalty: 2689.248779
	Iteration 1F: 3 clusters Score -338366.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -338550.812500 Penalty: 2689.248779
	Iteration 2F: 3 clusters Score -338550.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -338704.031250 Penalty: 2689.248779
	Iteration 3F: 3 clusters Score -338704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -338858.687500 Penalty: 2689.248779
	Iteration 4F: 3 clusters Score -338858.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -339033.406250 Penalty: 2689.248779
	Iteration 5F: 3 clusters Score -339033.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -339212.375000 Penalty: 2689.248779
	Iteration 6F: 3 clusters Score -339212.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -339359.718750 Penalty: 2689.248779
	Iteration 7Q: 3 clusters Score -339359.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -339476.531250 Penalty: 2689.248779
	Iteration 8Q: 3 clusters Score -339476.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -339567.875000 Penalty: 2689.248779
	Iteration 9Q: 3 clusters Score -339567.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -339652.437500 Penalty: 2689.248779
	Iteration 10Q: 3 clusters Score -339652.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -339733.937500 Penalty: 2689.248779
	Iteration 11Q: 3 clusters Score -339733.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -339843.687500 Penalty: 2689.248779
	Iteration 12Q: 3 clusters Score -339843.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -339970.968750 Penalty: 2689.248779
	Iteration 13Q: 3 clusters Score -339971 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -340085.156250 Penalty: 2689.248779
	Iteration 14Q: 3 clusters Score -340085.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -340154.718750 Penalty: 2689.248779
	Iteration 15Q: 3 clusters Score -340154.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -340185.656250 Penalty: 2689.248779
	Iteration 16Q: 3 clusters Score -340185.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -340203.593750 Penalty: 2689.248779
	Iteration 17Q: 3 clusters Score -340203.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -340215.000000 Penalty: 2689.248779
	Iteration 18Q: 3 clusters Score -340215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -340224.718750 Penalty: 2689.248779
	Iteration 19Q: 3 clusters Score -340224.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -340232.312500 Penalty: 2689.248779
	Iteration 20F: 3 clusters Score -340232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340237.906250 Penalty: 2689.248779
	Iteration 21Q: 3 clusters Score -340237.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340242.187500 Penalty: 2689.248779
	Iteration 22Q: 3 clusters Score -340242.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340247.656250 Penalty: 2689.248779
	Iteration 23Q: 3 clusters Score -340247.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -340255.187500 Penalty: 2689.248779
	Iteration 24Q: 3 clusters Score -340255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340260.593750 Penalty: 2689.248779
	Iteration 25Q: 3 clusters Score -340260.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -340262.218750 Penalty: 2689.248779
	Iteration 26Q: 3 clusters Score -340262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340263.375000 Penalty: 2689.248779
	Iteration 27Q: 3 clusters Score -340263.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -340263.625000 Penalty: 2689.248779
	Iteration 28Q: 3 clusters Score -340263.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -340263.843750 Penalty: 2689.248779
	Iteration 29Q: 3 clusters Score -340263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340264.093750 Penalty: 2689.248779
	Iteration 30Q: 3 clusters Score -340264.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -340264.375000 Penalty: 2689.248779
	Iteration 31Q: 3 clusters Score -340264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340264.781250 Penalty: 2689.248779
	Iteration 32Q: 3 clusters Score -340264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -340264.781250 Penalty: 2689.248779
	Iteration 33F: 3 clusters Score -340264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Entering Unmasked Estep 
Score: -571216.562500 Penalty: 1419.470581
	Iteration 0F: 2 clusters Score -571216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -566453.375000 Penalty: 2838.941162
	Iteration 0F: 3 clusters Score -566453.4 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -567898.437500 Penalty: 2838.941162
	Iteration 1F: 3 clusters Score -567898.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -568100.437500 Penalty: 2838.941162
	Iteration 2F: 3 clusters Score -568100.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -568226.125000 Penalty: 2838.941162
	Iteration 3Q: 3 clusters Score -568226.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -568315.562500 Penalty: 2838.941162
	Iteration 4Q: 3 clusters Score -568315.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -568390.937500 Penalty: 2838.941162
	Iteration 5Q: 3 clusters Score -568390.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -568469.250000 Penalty: 2838.941162
	Iteration 6Q: 3 clusters Score -568469.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -568555.437500 Penalty: 2838.941162
	Iteration 7Q: 3 clusters Score -568555.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -568646.250000 Penalty: 2838.941162
	Iteration 8Q: 3 clusters Score -568646.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -568752.625000 Penalty: 2838.941162
	Iteration 9Q: 3 clusters Score -568752.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -568875.125000 Penalty: 2838.941162
	Iteration 10Q: 3 clusters Score -568875.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -569022.750000 Penalty: 2838.941162
	Iteration 11Q: 3 clusters Score -569022.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -569178.812500 Penalty: 2838.941162
	Iteration 12Q: 3 clusters Score -569178.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -569315.125000 Penalty: 2838.941162
	Iteration 13Q: 3 clusters Score -569315.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -569438.562500 Penalty: 2838.941162
	Iteration 14Q: 3 clusters Score -569438.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -569566.937500 Penalty: 2838.941162
	Iteration 15Q: 3 clusters Score -569566.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -569679.125000 Penalty: 2838.941162
	Iteration 16Q: 3 clusters Score -569679.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -569759.062500 Penalty: 2838.941162
	Iteration 17Q: 3 clusters Score -569759.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -569827.937500 Penalty: 2838.941162
	Iteration 18Q: 3 clusters Score -569827.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -569871.250000 Penalty: 2838.941162
	Iteration 19Q: 3 clusters Score -569871.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -569894.937500 Penalty: 2838.941162
	Iteration 20F: 3 clusters Score -569894.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -569915.062500 Penalty: 2838.941162
	Iteration 21Q: 3 clusters Score -569915.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -569932.437500 Penalty: 2838.941162
	Iteration 22Q: 3 clusters Score -569932.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -569943.562500 Penalty: 2838.941162
	Iteration 23Q: 3 clusters Score -569943.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -569953.500000 Penalty: 2838.941162
	Iteration 24Q: 3 clusters Score -569953.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -569958.500000 Penalty: 2838.941162
	Iteration 25Q: 3 clusters Score -569958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -569960.875000 Penalty: 2838.941162
	Iteration 26Q: 3 clusters Score -569960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -569962.500000 Penalty: 2838.941162
	Iteration 27Q: 3 clusters Score -569962.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -569966.562500 Penalty: 2838.941162
	Iteration 28Q: 3 clusters Score -569966.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -569968.312500 Penalty: 2838.941162
	Iteration 29Q: 3 clusters Score -569968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -569969.375000 Penalty: 2838.941162
	Iteration 30Q: 3 clusters Score -569969.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -569969.375000 Penalty: 2838.941162
	Iteration 31F: 3 clusters Score -569969.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Entering Unmasked Estep 
Score: -2160528.250000 Penalty: 1637.249268
	Iteration 0F: 2 clusters Score -2160528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2144369.000000 Penalty: 3274.498535
	Iteration 0F: 3 clusters Score -2144369 nChanged 10857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2150711.250000 Penalty: 3274.498535
	Iteration 1F: 3 clusters Score -2150711 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2151629.750000 Penalty: 3274.498535
	Iteration 2F: 3 clusters Score -2151630 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2153169.000000 Penalty: 3274.498535
	Iteration 3F: 3 clusters Score -2153169 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2155519.500000 Penalty: 3274.498535
	Iteration 4F: 3 clusters Score -2155520 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2158402.250000 Penalty: 3274.498535
	Iteration 5F: 3 clusters Score -2158402 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 13859 members 
Entering Unmasked Estep 
Score: -2161051.000000 Penalty: 3274.498535
	Iteration 6F: 3 clusters Score -2161051 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2162247.250000 Penalty: 3274.498535
	Iteration 7F: 3 clusters Score -2162247 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2162667.750000 Penalty: 3274.498535
	Iteration 8Q: 3 clusters Score -2162668 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2162846.250000 Penalty: 3274.498535
	Iteration 9Q: 3 clusters Score -2162846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2162931.250000 Penalty: 3274.498535
	Iteration 10Q: 3 clusters Score -2162931 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2162969.500000 Penalty: 3274.498535
	Iteration 11Q: 3 clusters Score -2162970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -2162991.750000 Penalty: 3274.498535
	Iteration 12Q: 3 clusters Score -2162992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2162995.250000 Penalty: 3274.498535
	Iteration 13Q: 3 clusters Score -2162995 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2163001.250000 Penalty: 3274.498535
	Iteration 14Q: 3 clusters Score -2163001 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2163005.500000 Penalty: 3274.498535
	Iteration 15Q: 3 clusters Score -2163006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2163008.750000 Penalty: 3274.498535
	Iteration 16Q: 3 clusters Score -2163009 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -2163012.500000 Penalty: 3274.498535
	Iteration 17Q: 3 clusters Score -2163012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2163016.250000 Penalty: 3274.498535
	Iteration 18Q: 3 clusters Score -2163016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2163015.500000 Penalty: 3274.498535
	Iteration 19Q: 3 clusters Score -2163016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2163017.000000 Penalty: 3274.498535
	Iteration 20F: 3 clusters Score -2163017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2163019.500000 Penalty: 3274.498535
	Iteration 21Q: 3 clusters Score -2163020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2163016.250000 Penalty: 3274.498535
	Iteration 22Q: 3 clusters Score -2163016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2163016.500000 Penalty: 3274.498535
	Iteration 23Q: 3 clusters Score -2163016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2163016.500000 Penalty: 3274.498535
	Iteration 24F: 3 clusters Score -2163016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 28733 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 10836 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 32088 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 69494 members 
Mstep: Class 19 contains 23074 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10697 members 
Mstep: Class 24 contains 12915 members 
Entering Unmasked Estep 
Score: -24814264.000000 Penalty: 48939.738281
Splitting cluster 10 changes total score from -24812146.000000 to -24814264.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (10703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Entering Unmasked Estep 
Score: -990055.687500 Penalty: 1507.720337
	Iteration 0F: 2 clusters Score -990055.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -982391.250000 Penalty: 3015.440674
	Iteration 0F: 3 clusters Score -982391.2 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -985105.500000 Penalty: 3015.440674
	Iteration 1F: 3 clusters Score -985105.5 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -985449.187500 Penalty: 3015.440674
	Iteration 2F: 3 clusters Score -985449.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -985755.125000 Penalty: 3015.440674
	Iteration 3F: 3 clusters Score -985755.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -986012.125000 Penalty: 3015.440674
	Iteration 4Q: 3 clusters Score -986012.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -986294.375000 Penalty: 3015.440674
	Iteration 5Q: 3 clusters Score -986294.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -986672.437500 Penalty: 3015.440674
	Iteration 6F: 3 clusters Score -986672.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -987141.500000 Penalty: 3015.440674
	Iteration 7F: 3 clusters Score -987141.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -987596.562500 Penalty: 3015.440674
	Iteration 8F: 3 clusters Score -987596.6 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -988011.812500 Penalty: 3015.440674
	Iteration 9Q: 3 clusters Score -988011.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -988331.000000 Penalty: 3015.440674
	Iteration 10Q: 3 clusters Score -988331 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -988520.875000 Penalty: 3015.440674
	Iteration 11Q: 3 clusters Score -988520.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -988618.437500 Penalty: 3015.440674
	Iteration 12Q: 3 clusters Score -988618.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -988662.437500 Penalty: 3015.440674
	Iteration 13Q: 3 clusters Score -988662.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -988699.625000 Penalty: 3015.440674
	Iteration 14Q: 3 clusters Score -988699.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -988715.937500 Penalty: 3015.440674
	Iteration 15Q: 3 clusters Score -988715.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -988727.687500 Penalty: 3015.440674
	Iteration 16Q: 3 clusters Score -988727.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -988743.187500 Penalty: 3015.440674
	Iteration 17Q: 3 clusters Score -988743.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -988754.375000 Penalty: 3015.440674
	Iteration 18Q: 3 clusters Score -988754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -988763.687500 Penalty: 3015.440674
	Iteration 19Q: 3 clusters Score -988763.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -988766.687500 Penalty: 3015.440674
	Iteration 20F: 3 clusters Score -988766.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -988769.937500 Penalty: 3015.440674
	Iteration 21Q: 3 clusters Score -988769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -988771.187500 Penalty: 3015.440674
	Iteration 22Q: 3 clusters Score -988771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -988771.187500 Penalty: 3015.440674
	Iteration 23F: 3 clusters Score -988771.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (32088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Entering Unmasked Estep 
Score: -2879386.750000 Penalty: 1686.138672
	Iteration 0F: 2 clusters Score -2879387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2857717.750000 Penalty: 3372.277344
	Iteration 0F: 3 clusters Score -2857718 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2866153.750000 Penalty: 3372.277344
	Iteration 1F: 3 clusters Score -2866154 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2866563.500000 Penalty: 3372.277344
	Iteration 2Q: 3 clusters Score -2866564 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2866987.250000 Penalty: 3372.277344
	Iteration 3Q: 3 clusters Score -2866987 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2867513.000000 Penalty: 3372.277344
	Iteration 4Q: 3 clusters Score -2867513 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2868266.750000 Penalty: 3372.277344
	Iteration 5Q: 3 clusters Score -2868267 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -2869378.250000 Penalty: 3372.277344
	Iteration 6F: 3 clusters Score -2869378 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -2871102.500000 Penalty: 3372.277344
	Iteration 7F: 3 clusters Score -2871102 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2873339.750000 Penalty: 3372.277344
	Iteration 8F: 3 clusters Score -2873340 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -2875376.500000 Penalty: 3372.277344
	Iteration 9F: 3 clusters Score -2875376 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -2876691.750000 Penalty: 3372.277344
	Iteration 10Q: 3 clusters Score -2876692 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -2877355.500000 Penalty: 3372.277344
	Iteration 11Q: 3 clusters Score -2877356 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -2877660.750000 Penalty: 3372.277344
	Iteration 12Q: 3 clusters Score -2877661 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -2877786.250000 Penalty: 3372.277344
	Iteration 13Q: 3 clusters Score -2877786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -2877841.000000 Penalty: 3372.277344
	Iteration 14Q: 3 clusters Score -2877841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -2877864.250000 Penalty: 3372.277344
	Iteration 15Q: 3 clusters Score -2877864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -2877872.500000 Penalty: 3372.277344
	Iteration 16Q: 3 clusters Score -2877872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 31918 members 
Entering Unmasked Estep 
Score: -2877878.500000 Penalty: 3372.277344
	Iteration 17Q: 3 clusters Score -2877878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -2877882.750000 Penalty: 3372.277344
	Iteration 18Q: 3 clusters Score -2877883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -2877882.750000 Penalty: 3372.277344
	Iteration 19Q: 3 clusters Score -2877883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -2877885.750000 Penalty: 3372.277344
	Iteration 20F: 3 clusters Score -2877886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Entering Unmasked Estep 
Score: -1640381.500000 Penalty: 1593.472534
	Iteration 0F: 2 clusters Score -1640382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1627981.500000 Penalty: 3186.945068
	Iteration 0F: 3 clusters Score -1627982 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1632398.625000 Penalty: 3186.945068
	Iteration 1F: 3 clusters Score -1632399 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1632688.250000 Penalty: 3186.945068
	Iteration 2Q: 3 clusters Score -1632688 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1632946.875000 Penalty: 3186.945068
	Iteration 3Q: 3 clusters Score -1632947 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1633162.375000 Penalty: 3186.945068
	Iteration 4Q: 3 clusters Score -1633162 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1633346.125000 Penalty: 3186.945068
	Iteration 5Q: 3 clusters Score -1633346 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1633570.625000 Penalty: 3186.945068
	Iteration 6Q: 3 clusters Score -1633571 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1633829.500000 Penalty: 3186.945068
	Iteration 7Q: 3 clusters Score -1633830 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1634138.125000 Penalty: 3186.945068
	Iteration 8Q: 3 clusters Score -1634138 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1634506.875000 Penalty: 3186.945068
	Iteration 9Q: 3 clusters Score -1634507 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -1634975.250000 Penalty: 3186.945068
	Iteration 10Q: 3 clusters Score -1634975 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1635573.750000 Penalty: 3186.945068
	Iteration 11Q: 3 clusters Score -1635574 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1636240.250000 Penalty: 3186.945068
	Iteration 12Q: 3 clusters Score -1636240 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1636876.375000 Penalty: 3186.945068
	Iteration 13Q: 3 clusters Score -1636876 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1637318.875000 Penalty: 3186.945068
	Iteration 14Q: 3 clusters Score -1637319 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1637563.125000 Penalty: 3186.945068
	Iteration 15Q: 3 clusters Score -1637563 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1637746.875000 Penalty: 3186.945068
	Iteration 16Q: 3 clusters Score -1637747 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1637875.750000 Penalty: 3186.945068
	Iteration 17Q: 3 clusters Score -1637876 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1637999.375000 Penalty: 3186.945068
	Iteration 18Q: 3 clusters Score -1637999 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1638136.875000 Penalty: 3186.945068
	Iteration 19Q: 3 clusters Score -1638137 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -1638224.500000 Penalty: 3186.945068
	Iteration 20F: 3 clusters Score -1638224 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -1638309.500000 Penalty: 3186.945068
	Iteration 21Q: 3 clusters Score -1638310 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1638375.625000 Penalty: 3186.945068
	Iteration 22Q: 3 clusters Score -1638376 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -1638441.375000 Penalty: 3186.945068
	Iteration 23Q: 3 clusters Score -1638441 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -1638500.375000 Penalty: 3186.945068
	Iteration 24Q: 3 clusters Score -1638500 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -1638553.875000 Penalty: 3186.945068
	Iteration 25Q: 3 clusters Score -1638554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1638590.500000 Penalty: 3186.945068
	Iteration 26Q: 3 clusters Score -1638590 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1638628.875000 Penalty: 3186.945068
	Iteration 27Q: 3 clusters Score -1638629 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1638664.875000 Penalty: 3186.945068
	Iteration 28Q: 3 clusters Score -1638665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1638708.500000 Penalty: 3186.945068
	Iteration 29Q: 3 clusters Score -1638708 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1638740.125000 Penalty: 3186.945068
	Iteration 30Q: 3 clusters Score -1638740 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1638767.250000 Penalty: 3186.945068
	Iteration 31Q: 3 clusters Score -1638767 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1638816.250000 Penalty: 3186.945068
	Iteration 32Q: 3 clusters Score -1638816 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -1638850.125000 Penalty: 3186.945068
	Iteration 33Q: 3 clusters Score -1638850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1638879.125000 Penalty: 3186.945068
	Iteration 34Q: 3 clusters Score -1638879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1638916.500000 Penalty: 3186.945068
	Iteration 35Q: 3 clusters Score -1638916 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -1638953.000000 Penalty: 3186.945068
	Iteration 36Q: 3 clusters Score -1638953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1638986.000000 Penalty: 3186.945068
	Iteration 37Q: 3 clusters Score -1638986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1639006.375000 Penalty: 3186.945068
	Iteration 38Q: 3 clusters Score -1639006 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1639031.875000 Penalty: 3186.945068
	Iteration 39Q: 3 clusters Score -1639032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -1639052.500000 Penalty: 3186.945068
	Iteration 40F: 3 clusters Score -1639052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1639071.125000 Penalty: 3186.945068
	Iteration 41Q: 3 clusters Score -1639071 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -1639088.125000 Penalty: 3186.945068
	Iteration 42Q: 3 clusters Score -1639088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1639104.625000 Penalty: 3186.945068
	Iteration 43Q: 3 clusters Score -1639105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1639115.750000 Penalty: 3186.945068
	Iteration 44Q: 3 clusters Score -1639116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1639130.750000 Penalty: 3186.945068
	Iteration 45Q: 3 clusters Score -1639131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1639139.250000 Penalty: 3186.945068
	Iteration 46Q: 3 clusters Score -1639139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1639144.000000 Penalty: 3186.945068
	Iteration 47Q: 3 clusters Score -1639144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -1639146.625000 Penalty: 3186.945068
	Iteration 48Q: 3 clusters Score -1639147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1639147.125000 Penalty: 3186.945068
	Iteration 49Q: 3 clusters Score -1639147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -1639146.875000 Penalty: 3186.945068
	Iteration 50Q: 3 clusters Score -1639147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1639150.000000 Penalty: 3186.945068
	Iteration 51Q: 3 clusters Score -1639150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1639150.000000 Penalty: 3186.945068
	Iteration 52F: 3 clusters Score -1639150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -98442.789062 Penalty: 1162.878662
	Iteration 0F: 2 clusters Score -98442.79 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 655 members 
Entering Unmasked Estep 
Score: -96842.960938 Penalty: 2325.757324
	Iteration 0F: 3 clusters Score -96842.96 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -97201.140625 Penalty: 2325.757324
	Iteration 1F: 3 clusters Score -97201.14 nChanged 123
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: -97341.796875 Penalty: 2325.757324
	Iteration 2F: 3 clusters Score -97341.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -97420.546875 Penalty: 2325.757324
	Iteration 3F: 3 clusters Score -97420.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -97479.203125 Penalty: 2325.757324
	Iteration 4Q: 3 clusters Score -97479.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -97519.398438 Penalty: 2325.757324
	Iteration 5Q: 3 clusters Score -97519.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -97533.734375 Penalty: 2325.757324
	Iteration 6Q: 3 clusters Score -97533.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -97546.828125 Penalty: 2325.757324
	Iteration 7Q: 3 clusters Score -97546.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97577.812500 Penalty: 2325.757324
	Iteration 8Q: 3 clusters Score -97577.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97619.476562 Penalty: 2325.757324
	Iteration 9Q: 3 clusters Score -97619.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -97644.015625 Penalty: 2325.757324
	Iteration 10Q: 3 clusters Score -97644.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -97684.289062 Penalty: 2325.757324
	Iteration 11Q: 3 clusters Score -97684.29 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -97733.601562 Penalty: 2325.757324
	Iteration 12Q: 3 clusters Score -97733.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -97782.171875 Penalty: 2325.757324
	Iteration 13Q: 3 clusters Score -97782.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -97829.375000 Penalty: 2325.757324
	Iteration 14Q: 3 clusters Score -97829.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97865.046875 Penalty: 2325.757324
	Iteration 15Q: 3 clusters Score -97865.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97882.937500 Penalty: 2325.757324
	Iteration 16Q: 3 clusters Score -97882.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -97902.726562 Penalty: 2325.757324
	Iteration 17Q: 3 clusters Score -97902.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -97913.945312 Penalty: 2325.757324
	Iteration 18Q: 3 clusters Score -97913.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -97920.609375 Penalty: 2325.757324
	Iteration 19Q: 3 clusters Score -97920.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -97933.296875 Penalty: 2325.757324
	Iteration 20F: 3 clusters Score -97933.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97960.382812 Penalty: 2325.757324
	Iteration 21Q: 3 clusters Score -97960.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -97970.304688 Penalty: 2325.757324
	Iteration 22Q: 3 clusters Score -97970.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -97976.710938 Penalty: 2325.757324
	Iteration 23Q: 3 clusters Score -97976.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -97979.539062 Penalty: 2325.757324
	Iteration 24Q: 3 clusters Score -97979.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -97981.164062 Penalty: 2325.757324
	Iteration 25Q: 3 clusters Score -97981.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97981.656250 Penalty: 2325.757324
	Iteration 26Q: 3 clusters Score -97981.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97981.656250 Penalty: 2325.757324
	Iteration 27F: 3 clusters Score -97981.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -424834.062500 Penalty: 1376.323242
	Iteration 0F: 2 clusters Score -424834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -421080.531250 Penalty: 2752.646484
	Iteration 0F: 3 clusters Score -421080.5 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -422106.437500 Penalty: 2752.646484
	Iteration 1F: 3 clusters Score -422106.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -422280.718750 Penalty: 2752.646484
	Iteration 2F: 3 clusters Score -422280.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -422436.187500 Penalty: 2752.646484
	Iteration 3F: 3 clusters Score -422436.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -422616.343750 Penalty: 2752.646484
	Iteration 4F: 3 clusters Score -422616.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -422762.781250 Penalty: 2752.646484
	Iteration 5Q: 3 clusters Score -422762.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -422894.218750 Penalty: 2752.646484
	Iteration 6Q: 3 clusters Score -422894.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -423011.718750 Penalty: 2752.646484
	Iteration 7Q: 3 clusters Score -423011.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -423141.656250 Penalty: 2752.646484
	Iteration 8Q: 3 clusters Score -423141.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -423281.250000 Penalty: 2752.646484
	Iteration 9Q: 3 clusters Score -423281.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -423446.625000 Penalty: 2752.646484
	Iteration 10Q: 3 clusters Score -423446.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -423613.187500 Penalty: 2752.646484
	Iteration 11Q: 3 clusters Score -423613.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -423760.343750 Penalty: 2752.646484
	Iteration 12Q: 3 clusters Score -423760.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -423859.187500 Penalty: 2752.646484
	Iteration 13Q: 3 clusters Score -423859.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -423919.375000 Penalty: 2752.646484
	Iteration 14Q: 3 clusters Score -423919.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -423972.906250 Penalty: 2752.646484
	Iteration 15Q: 3 clusters Score -423972.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -424028.750000 Penalty: 2752.646484
	Iteration 16Q: 3 clusters Score -424028.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -424077.937500 Penalty: 2752.646484
	Iteration 17Q: 3 clusters Score -424077.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -424135.718750 Penalty: 2752.646484
	Iteration 18Q: 3 clusters Score -424135.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -424186.562500 Penalty: 2752.646484
	Iteration 19Q: 3 clusters Score -424186.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -424224.000000 Penalty: 2752.646484
	Iteration 20F: 3 clusters Score -424224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -424248.937500 Penalty: 2752.646484
	Iteration 21Q: 3 clusters Score -424248.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -424264.625000 Penalty: 2752.646484
	Iteration 22Q: 3 clusters Score -424264.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -424274.218750 Penalty: 2752.646484
	Iteration 23Q: 3 clusters Score -424274.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -424281.062500 Penalty: 2752.646484
	Iteration 24Q: 3 clusters Score -424281.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -424287.093750 Penalty: 2752.646484
	Iteration 25Q: 3 clusters Score -424287.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -424294.031250 Penalty: 2752.646484
	Iteration 26Q: 3 clusters Score -424294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -424301.093750 Penalty: 2752.646484
	Iteration 27Q: 3 clusters Score -424301.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -424310.437500 Penalty: 2752.646484
	Iteration 28Q: 3 clusters Score -424310.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -424313.187500 Penalty: 2752.646484
	Iteration 29Q: 3 clusters Score -424313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -424313.843750 Penalty: 2752.646484
	Iteration 30Q: 3 clusters Score -424313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -424316.062500 Penalty: 2752.646484
	Iteration 31Q: 3 clusters Score -424316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -424317.875000 Penalty: 2752.646484
	Iteration 32Q: 3 clusters Score -424317.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -424319.375000 Penalty: 2752.646484
	Iteration 33Q: 3 clusters Score -424319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -424320.218750 Penalty: 2752.646484
	Iteration 34Q: 3 clusters Score -424320.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -424321.468750 Penalty: 2752.646484
	Iteration 35Q: 3 clusters Score -424321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -424323.187500 Penalty: 2752.646484
	Iteration 36Q: 3 clusters Score -424323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -424323.781250 Penalty: 2752.646484
	Iteration 37Q: 3 clusters Score -424323.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -424324.562500 Penalty: 2752.646484
	Iteration 38Q: 3 clusters Score -424324.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -424324.562500 Penalty: 2752.646484
	Iteration 39F: 3 clusters Score -424324.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Entering Unmasked Estep 
Score: -535347.312500 Penalty: 1413.806519
	Iteration 0F: 2 clusters Score -535347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -530764.750000 Penalty: 2827.613037
	Iteration 0F: 3 clusters Score -530764.8 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -532252.000000 Penalty: 2827.613037
	Iteration 1F: 3 clusters Score -532252 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -532690.312500 Penalty: 2827.613037
	Iteration 2F: 3 clusters Score -532690.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -533088.187500 Penalty: 2827.613037
	Iteration 3F: 3 clusters Score -533088.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -533373.687500 Penalty: 2827.613037
	Iteration 4F: 3 clusters Score -533373.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -533592.875000 Penalty: 2827.613037
	Iteration 5F: 3 clusters Score -533592.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -533793.875000 Penalty: 2827.613037
	Iteration 6Q: 3 clusters Score -533793.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -533931.625000 Penalty: 2827.613037
	Iteration 7Q: 3 clusters Score -533931.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -534022.875000 Penalty: 2827.613037
	Iteration 8Q: 3 clusters Score -534022.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -534087.000000 Penalty: 2827.613037
	Iteration 9Q: 3 clusters Score -534087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -534133.187500 Penalty: 2827.613037
	Iteration 10Q: 3 clusters Score -534133.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -534169.062500 Penalty: 2827.613037
	Iteration 11Q: 3 clusters Score -534169.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -534192.625000 Penalty: 2827.613037
	Iteration 12Q: 3 clusters Score -534192.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -534217.687500 Penalty: 2827.613037
	Iteration 13Q: 3 clusters Score -534217.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -534243.062500 Penalty: 2827.613037
	Iteration 14Q: 3 clusters Score -534243.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -534259.937500 Penalty: 2827.613037
	Iteration 15Q: 3 clusters Score -534259.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -534277.187500 Penalty: 2827.613037
	Iteration 16Q: 3 clusters Score -534277.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -534296.000000 Penalty: 2827.613037
	Iteration 17Q: 3 clusters Score -534296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -534312.750000 Penalty: 2827.613037
	Iteration 18Q: 3 clusters Score -534312.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -534327.562500 Penalty: 2827.613037
	Iteration 19Q: 3 clusters Score -534327.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -534354.562500 Penalty: 2827.613037
	Iteration 20F: 3 clusters Score -534354.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -534379.937500 Penalty: 2827.613037
	Iteration 21Q: 3 clusters Score -534379.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -534395.500000 Penalty: 2827.613037
	Iteration 22Q: 3 clusters Score -534395.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -534409.250000 Penalty: 2827.613037
	Iteration 23Q: 3 clusters Score -534409.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -534428.250000 Penalty: 2827.613037
	Iteration 24Q: 3 clusters Score -534428.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -534454.250000 Penalty: 2827.613037
	Iteration 25Q: 3 clusters Score -534454.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -534481.000000 Penalty: 2827.613037
	Iteration 26Q: 3 clusters Score -534481 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -534503.062500 Penalty: 2827.613037
	Iteration 27Q: 3 clusters Score -534503.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -534523.750000 Penalty: 2827.613037
	Iteration 28Q: 3 clusters Score -534523.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -534541.062500 Penalty: 2827.613037
	Iteration 29Q: 3 clusters Score -534541.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -534557.437500 Penalty: 2827.613037
	Iteration 30Q: 3 clusters Score -534557.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -534571.875000 Penalty: 2827.613037
	Iteration 31Q: 3 clusters Score -534571.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -534584.000000 Penalty: 2827.613037
	Iteration 32Q: 3 clusters Score -534584 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -534597.437500 Penalty: 2827.613037
	Iteration 33Q: 3 clusters Score -534597.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -534612.437500 Penalty: 2827.613037
	Iteration 34Q: 3 clusters Score -534612.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -534625.312500 Penalty: 2827.613037
	Iteration 35Q: 3 clusters Score -534625.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -534637.625000 Penalty: 2827.613037
	Iteration 36Q: 3 clusters Score -534637.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -534645.625000 Penalty: 2827.613037
	Iteration 37Q: 3 clusters Score -534645.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -534658.000000 Penalty: 2827.613037
	Iteration 38Q: 3 clusters Score -534658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -534676.000000 Penalty: 2827.613037
	Iteration 39Q: 3 clusters Score -534676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -534686.812500 Penalty: 2827.613037
	Iteration 40F: 3 clusters Score -534686.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -534694.687500 Penalty: 2827.613037
	Iteration 41Q: 3 clusters Score -534694.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -534700.312500 Penalty: 2827.613037
	Iteration 42Q: 3 clusters Score -534700.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -534707.437500 Penalty: 2827.613037
	Iteration 43Q: 3 clusters Score -534707.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -534712.500000 Penalty: 2827.613037
	Iteration 44Q: 3 clusters Score -534712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -534714.812500 Penalty: 2827.613037
	Iteration 45Q: 3 clusters Score -534714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -534714.875000 Penalty: 2827.613037
	Iteration 46Q: 3 clusters Score -534714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -534715.687500 Penalty: 2827.613037
	Iteration 47Q: 3 clusters Score -534715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -534716.125000 Penalty: 2827.613037
	Iteration 48Q: 3 clusters Score -534716.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -534717.250000 Penalty: 2827.613037
	Iteration 49Q: 3 clusters Score -534717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -534718.562500 Penalty: 2827.613037
	Iteration 50Q: 3 clusters Score -534718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -534721.375000 Penalty: 2827.613037
	Iteration 51Q: 3 clusters Score -534721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -534722.187500 Penalty: 2827.613037
	Iteration 52Q: 3 clusters Score -534722.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -534723.000000 Penalty: 2827.613037
	Iteration 53Q: 3 clusters Score -534723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -534723.500000 Penalty: 2827.613037
	Iteration 54Q: 3 clusters Score -534723.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -534724.437500 Penalty: 2827.613037
	Iteration 55Q: 3 clusters Score -534724.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -534725.562500 Penalty: 2827.613037
	Iteration 56Q: 3 clusters Score -534725.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -534725.562500 Penalty: 2827.613037
	Iteration 57F: 3 clusters Score -534725.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Entering Unmasked Estep 
Score: -478469.187500 Penalty: 1402.052979
	Iteration 0F: 2 clusters Score -478469.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -474179.125000 Penalty: 2804.105957
	Iteration 0F: 3 clusters Score -474179.1 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -475457.468750 Penalty: 2804.105957
	Iteration 1F: 3 clusters Score -475457.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -475660.500000 Penalty: 2804.105957
	Iteration 2F: 3 clusters Score -475660.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -475791.218750 Penalty: 2804.105957
	Iteration 3Q: 3 clusters Score -475791.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -475877.968750 Penalty: 2804.105957
	Iteration 4Q: 3 clusters Score -475878 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -475948.593750 Penalty: 2804.105957
	Iteration 5Q: 3 clusters Score -475948.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -475999.718750 Penalty: 2804.105957
	Iteration 6Q: 3 clusters Score -475999.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -476047.187500 Penalty: 2804.105957
	Iteration 7Q: 3 clusters Score -476047.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -476095.218750 Penalty: 2804.105957
	Iteration 8Q: 3 clusters Score -476095.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -476133.625000 Penalty: 2804.105957
	Iteration 9Q: 3 clusters Score -476133.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -476171.468750 Penalty: 2804.105957
	Iteration 10Q: 3 clusters Score -476171.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -476212.250000 Penalty: 2804.105957
	Iteration 11Q: 3 clusters Score -476212.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -476246.718750 Penalty: 2804.105957
	Iteration 12Q: 3 clusters Score -476246.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -476277.406250 Penalty: 2804.105957
	Iteration 13Q: 3 clusters Score -476277.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -476302.000000 Penalty: 2804.105957
	Iteration 14Q: 3 clusters Score -476302 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -476320.625000 Penalty: 2804.105957
	Iteration 15Q: 3 clusters Score -476320.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -476336.468750 Penalty: 2804.105957
	Iteration 16Q: 3 clusters Score -476336.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -476354.062500 Penalty: 2804.105957
	Iteration 17Q: 3 clusters Score -476354.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -476373.312500 Penalty: 2804.105957
	Iteration 18Q: 3 clusters Score -476373.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -476393.437500 Penalty: 2804.105957
	Iteration 19Q: 3 clusters Score -476393.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -476409.062500 Penalty: 2804.105957
	Iteration 20F: 3 clusters Score -476409.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -476421.937500 Penalty: 2804.105957
	Iteration 21Q: 3 clusters Score -476421.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -476439.250000 Penalty: 2804.105957
	Iteration 22Q: 3 clusters Score -476439.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -476463.562500 Penalty: 2804.105957
	Iteration 23Q: 3 clusters Score -476463.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476489.312500 Penalty: 2804.105957
	Iteration 24Q: 3 clusters Score -476489.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -476520.625000 Penalty: 2804.105957
	Iteration 25Q: 3 clusters Score -476520.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -476565.937500 Penalty: 2804.105957
	Iteration 26Q: 3 clusters Score -476565.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -476615.531250 Penalty: 2804.105957
	Iteration 27Q: 3 clusters Score -476615.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -476682.812500 Penalty: 2804.105957
	Iteration 28Q: 3 clusters Score -476682.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -476772.562500 Penalty: 2804.105957
	Iteration 29Q: 3 clusters Score -476772.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -476863.500000 Penalty: 2804.105957
	Iteration 30Q: 3 clusters Score -476863.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -476948.250000 Penalty: 2804.105957
	Iteration 31Q: 3 clusters Score -476948.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -477017.062500 Penalty: 2804.105957
	Iteration 32Q: 3 clusters Score -477017.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -477085.000000 Penalty: 2804.105957
	Iteration 33Q: 3 clusters Score -477085 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -477144.156250 Penalty: 2804.105957
	Iteration 34Q: 3 clusters Score -477144.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -477188.218750 Penalty: 2804.105957
	Iteration 35Q: 3 clusters Score -477188.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -477228.875000 Penalty: 2804.105957
	Iteration 36Q: 3 clusters Score -477228.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -477273.062500 Penalty: 2804.105957
	Iteration 37Q: 3 clusters Score -477273.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -477313.531250 Penalty: 2804.105957
	Iteration 38Q: 3 clusters Score -477313.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -477375.625000 Penalty: 2804.105957
	Iteration 39Q: 3 clusters Score -477375.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -477444.968750 Penalty: 2804.105957
	Iteration 40F: 3 clusters Score -477445 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -477508.531250 Penalty: 2804.105957
	Iteration 41Q: 3 clusters Score -477508.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -477578.031250 Penalty: 2804.105957
	Iteration 42Q: 3 clusters Score -477578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -477632.375000 Penalty: 2804.105957
	Iteration 43Q: 3 clusters Score -477632.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -477672.375000 Penalty: 2804.105957
	Iteration 44Q: 3 clusters Score -477672.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -477727.906250 Penalty: 2804.105957
	Iteration 45Q: 3 clusters Score -477727.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -477760.218750 Penalty: 2804.105957
	Iteration 46Q: 3 clusters Score -477760.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -477774.781250 Penalty: 2804.105957
	Iteration 47Q: 3 clusters Score -477774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -477788.687500 Penalty: 2804.105957
	Iteration 48Q: 3 clusters Score -477788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -477800.750000 Penalty: 2804.105957
	Iteration 49Q: 3 clusters Score -477800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -477807.375000 Penalty: 2804.105957
	Iteration 50Q: 3 clusters Score -477807.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -477810.468750 Penalty: 2804.105957
	Iteration 51Q: 3 clusters Score -477810.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -477813.968750 Penalty: 2804.105957
	Iteration 52Q: 3 clusters Score -477814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -477815.468750 Penalty: 2804.105957
	Iteration 53Q: 3 clusters Score -477815.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -477816.468750 Penalty: 2804.105957
	Iteration 54Q: 3 clusters Score -477816.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -477817.093750 Penalty: 2804.105957
	Iteration 55Q: 3 clusters Score -477817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -477819.000000 Penalty: 2804.105957
	Iteration 56Q: 3 clusters Score -477819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -477819.000000 Penalty: 2804.105957
	Iteration 57F: 3 clusters Score -477819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Entering Unmasked Estep 
Score: -6446114.500000 Penalty: 1811.711792
	Iteration 0F: 2 clusters Score -6446114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -6400011.000000 Penalty: 3623.423584
	Iteration 0F: 3 clusters Score -6400011 nChanged 33053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -6419775.000000 Penalty: 3623.423584
	Iteration 1F: 3 clusters Score -6419775 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 39728 members 
Entering Unmasked Estep 
Score: -6420894.500000 Penalty: 3623.423584
	Iteration 2Q: 3 clusters Score -6420894 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -6422443.000000 Penalty: 3623.423584
	Iteration 3Q: 3 clusters Score -6422443 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -6424781.500000 Penalty: 3623.423584
	Iteration 4F: 3 clusters Score -6424782 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -6428201.500000 Penalty: 3623.423584
	Iteration 5F: 3 clusters Score -6428202 nChanged 5203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -6432534.500000 Penalty: 3623.423584
	Iteration 6F: 3 clusters Score -6432534 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -6436692.000000 Penalty: 3623.423584
	Iteration 7F: 3 clusters Score -6436692 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 63725 members 
Entering Unmasked Estep 
Score: -6439930.500000 Penalty: 3623.423584
	Iteration 8F: 3 clusters Score -6439930 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 65925 members 
Entering Unmasked Estep 
Score: -6441813.500000 Penalty: 3623.423584
	Iteration 9Q: 3 clusters Score -6441814 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 67278 members 
Entering Unmasked Estep 
Score: -6442995.500000 Penalty: 3623.423584
	Iteration 10Q: 3 clusters Score -6442996 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 68053 members 
Entering Unmasked Estep 
Score: -6443611.000000 Penalty: 3623.423584
	Iteration 11Q: 3 clusters Score -6443611 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 68482 members 
Entering Unmasked Estep 
Score: -6443932.000000 Penalty: 3623.423584
	Iteration 12Q: 3 clusters Score -6443932 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 68736 members 
Entering Unmasked Estep 
Score: -6444125.500000 Penalty: 3623.423584
	Iteration 13Q: 3 clusters Score -6444126 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 68880 members 
Entering Unmasked Estep 
Score: -6444258.500000 Penalty: 3623.423584
	Iteration 14Q: 3 clusters Score -6444258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 68954 members 
Entering Unmasked Estep 
Score: -6444315.500000 Penalty: 3623.423584
	Iteration 15Q: 3 clusters Score -6444316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -6444358.500000 Penalty: 3623.423584
	Iteration 16Q: 3 clusters Score -6444358 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 69050 members 
Entering Unmasked Estep 
Score: -6444410.500000 Penalty: 3623.423584
	Iteration 17Q: 3 clusters Score -6444410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 69079 members 
Entering Unmasked Estep 
Score: -6444451.500000 Penalty: 3623.423584
	Iteration 18Q: 3 clusters Score -6444452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -6444472.500000 Penalty: 3623.423584
	Iteration 19Q: 3 clusters Score -6444472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 69121 members 
Entering Unmasked Estep 
Score: -6444492.000000 Penalty: 3623.423584
	Iteration 20F: 3 clusters Score -6444492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -6444508.000000 Penalty: 3623.423584
	Iteration 21Q: 3 clusters Score -6444508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -6444519.000000 Penalty: 3623.423584
	Iteration 22Q: 3 clusters Score -6444519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 69157 members 
Entering Unmasked Estep 
Score: -6444525.000000 Penalty: 3623.423584
	Iteration 23Q: 3 clusters Score -6444525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -6444535.000000 Penalty: 3623.423584
	Iteration 24Q: 3 clusters Score -6444535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -6444551.000000 Penalty: 3623.423584
	Iteration 25Q: 3 clusters Score -6444551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 69172 members 
Entering Unmasked Estep 
Score: -6444561.000000 Penalty: 3623.423584
	Iteration 26Q: 3 clusters Score -6444561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -6444566.500000 Penalty: 3623.423584
	Iteration 27Q: 3 clusters Score -6444566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -6444563.000000 Penalty: 3623.423584
	Iteration 28Q: 3 clusters Score -6444563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -6444563.000000 Penalty: 3623.423584
	Iteration 29F: 3 clusters Score -6444563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (23074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Entering Unmasked Estep 
Score: -2086184.750000 Penalty: 1632.550049
	Iteration 0F: 2 clusters Score -2086185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2070556.750000 Penalty: 3265.100098
	Iteration 0F: 3 clusters Score -2070557 nChanged 10423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -2076454.250000 Penalty: 3265.100098
	Iteration 1F: 3 clusters Score -2076454 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2076990.000000 Penalty: 3265.100098
	Iteration 2F: 3 clusters Score -2076990 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -2077575.375000 Penalty: 3265.100098
	Iteration 3F: 3 clusters Score -2077575 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2078226.250000 Penalty: 3265.100098
	Iteration 4F: 3 clusters Score -2078226 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -2078985.125000 Penalty: 3265.100098
	Iteration 5F: 3 clusters Score -2078985 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2079870.625000 Penalty: 3265.100098
	Iteration 6F: 3 clusters Score -2079871 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2080678.125000 Penalty: 3265.100098
	Iteration 7F: 3 clusters Score -2080678 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2081275.750000 Penalty: 3265.100098
	Iteration 8Q: 3 clusters Score -2081276 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2081678.000000 Penalty: 3265.100098
	Iteration 9Q: 3 clusters Score -2081678 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2081959.625000 Penalty: 3265.100098
	Iteration 10Q: 3 clusters Score -2081960 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2082165.875000 Penalty: 3265.100098
	Iteration 11Q: 3 clusters Score -2082166 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2082327.625000 Penalty: 3265.100098
	Iteration 12Q: 3 clusters Score -2082328 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2082429.875000 Penalty: 3265.100098
	Iteration 13Q: 3 clusters Score -2082430 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -2082523.500000 Penalty: 3265.100098
	Iteration 14Q: 3 clusters Score -2082524 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2082607.000000 Penalty: 3265.100098
	Iteration 15Q: 3 clusters Score -2082607 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2082678.000000 Penalty: 3265.100098
	Iteration 16Q: 3 clusters Score -2082678 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -2082732.500000 Penalty: 3265.100098
	Iteration 17Q: 3 clusters Score -2082732 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2082783.500000 Penalty: 3265.100098
	Iteration 18Q: 3 clusters Score -2082784 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2082836.000000 Penalty: 3265.100098
	Iteration 19Q: 3 clusters Score -2082836 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2082897.625000 Penalty: 3265.100098
	Iteration 20F: 3 clusters Score -2082898 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2082953.000000 Penalty: 3265.100098
	Iteration 21Q: 3 clusters Score -2082953 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2083014.125000 Penalty: 3265.100098
	Iteration 22Q: 3 clusters Score -2083014 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2083093.500000 Penalty: 3265.100098
	Iteration 23Q: 3 clusters Score -2083094 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2083169.375000 Penalty: 3265.100098
	Iteration 24Q: 3 clusters Score -2083169 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -2083236.750000 Penalty: 3265.100098
	Iteration 25Q: 3 clusters Score -2083237 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -2083309.750000 Penalty: 3265.100098
	Iteration 26Q: 3 clusters Score -2083310 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -2083384.250000 Penalty: 3265.100098
	Iteration 27Q: 3 clusters Score -2083384 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -2083486.000000 Penalty: 3265.100098
	Iteration 28Q: 3 clusters Score -2083486 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2083590.375000 Penalty: 3265.100098
	Iteration 29Q: 3 clusters Score -2083590 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2083697.625000 Penalty: 3265.100098
	Iteration 30Q: 3 clusters Score -2083698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2083824.625000 Penalty: 3265.100098
	Iteration 31Q: 3 clusters Score -2083825 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -2083922.875000 Penalty: 3265.100098
	Iteration 32Q: 3 clusters Score -2083923 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2084050.000000 Penalty: 3265.100098
	Iteration 33Q: 3 clusters Score -2084050 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2084164.250000 Penalty: 3265.100098
	Iteration 34Q: 3 clusters Score -2084164 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2084254.250000 Penalty: 3265.100098
	Iteration 35Q: 3 clusters Score -2084254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2084338.875000 Penalty: 3265.100098
	Iteration 36Q: 3 clusters Score -2084339 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2084411.125000 Penalty: 3265.100098
	Iteration 37Q: 3 clusters Score -2084411 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2084475.625000 Penalty: 3265.100098
	Iteration 38Q: 3 clusters Score -2084476 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2084535.250000 Penalty: 3265.100098
	Iteration 39Q: 3 clusters Score -2084535 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2084578.375000 Penalty: 3265.100098
	Iteration 40F: 3 clusters Score -2084578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2084623.250000 Penalty: 3265.100098
	Iteration 41Q: 3 clusters Score -2084623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2084663.000000 Penalty: 3265.100098
	Iteration 42Q: 3 clusters Score -2084663 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2084692.625000 Penalty: 3265.100098
	Iteration 43Q: 3 clusters Score -2084693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2084713.875000 Penalty: 3265.100098
	Iteration 44Q: 3 clusters Score -2084714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2084737.250000 Penalty: 3265.100098
	Iteration 45Q: 3 clusters Score -2084737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2084763.625000 Penalty: 3265.100098
	Iteration 46Q: 3 clusters Score -2084764 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2084781.125000 Penalty: 3265.100098
	Iteration 47Q: 3 clusters Score -2084781 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2084802.875000 Penalty: 3265.100098
	Iteration 48Q: 3 clusters Score -2084803 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2084817.125000 Penalty: 3265.100098
	Iteration 49Q: 3 clusters Score -2084817 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2084833.875000 Penalty: 3265.100098
	Iteration 50Q: 3 clusters Score -2084834 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22176 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2084848.625000 Penalty: 3265.100098
	Iteration 51Q: 3 clusters Score -2084849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2084861.500000 Penalty: 3265.100098
	Iteration 52Q: 3 clusters Score -2084862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2084865.750000 Penalty: 3265.100098
	Iteration 53Q: 3 clusters Score -2084866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2084876.625000 Penalty: 3265.100098
	Iteration 54Q: 3 clusters Score -2084877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2084879.375000 Penalty: 3265.100098
	Iteration 55Q: 3 clusters Score -2084879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2084882.500000 Penalty: 3265.100098
	Iteration 56Q: 3 clusters Score -2084882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2084888.500000 Penalty: 3265.100098
	Iteration 57Q: 3 clusters Score -2084888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2084891.375000 Penalty: 3265.100098
	Iteration 58Q: 3 clusters Score -2084891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2084891.750000 Penalty: 3265.100098
	Iteration 59Q: 3 clusters Score -2084892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2084892.500000 Penalty: 3265.100098
	Iteration 60F: 3 clusters Score -2084892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2084895.375000 Penalty: 3265.100098
	Iteration 61Q: 3 clusters Score -2084895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2084898.750000 Penalty: 3265.100098
	Iteration 62Q: 3 clusters Score -2084899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2084900.625000 Penalty: 3265.100098
	Iteration 63Q: 3 clusters Score -2084901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2084901.125000 Penalty: 3265.100098
	Iteration 64Q: 3 clusters Score -2084901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2084903.875000 Penalty: 3265.100098
	Iteration 65Q: 3 clusters Score -2084904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2084903.875000 Penalty: 3265.100098
	Iteration 66Q: 3 clusters Score -2084904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2084902.750000 Penalty: 3265.100098
	Iteration 67Q: 3 clusters Score -2084903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2084902.750000 Penalty: 3265.100098
	Iteration 68F: 3 clusters Score -2084903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -203260.109375 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -203260.1 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 1127 members 
Entering Unmasked Estep 
Score: -201013.000000 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -201013 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -201521.921875 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -201521.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -201611.421875 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -201611.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -201673.718750 Penalty: 2511.878174
	Iteration 3Q: 3 clusters Score -201673.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -201718.343750 Penalty: 2511.878174
	Iteration 4Q: 3 clusters Score -201718.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201759.890625 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -201759.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -201785.625000 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -201785.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -201806.578125 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -201806.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201825.812500 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -201825.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -201840.031250 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -201840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -201853.500000 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -201853.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -201857.062500 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -201857.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -201859.781250 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -201859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -201861.328125 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -201861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -201862.062500 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -201862.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -201862.953125 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -201863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -201862.953125 Penalty: 2511.878174
	Iteration 16F: 3 clusters Score -201863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Entering Unmasked Estep 
Score: -528703.500000 Penalty: 1408.497925
	Iteration 0F: 2 clusters Score -528703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -524223.093750 Penalty: 2816.995850
	Iteration 0F: 3 clusters Score -524223.1 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -525456.812500 Penalty: 2816.995850
	Iteration 1F: 3 clusters Score -525456.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -525635.187500 Penalty: 2816.995850
	Iteration 2F: 3 clusters Score -525635.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -525756.125000 Penalty: 2816.995850
	Iteration 3F: 3 clusters Score -525756.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -525873.312500 Penalty: 2816.995850
	Iteration 4Q: 3 clusters Score -525873.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -526010.375000 Penalty: 2816.995850
	Iteration 5Q: 3 clusters Score -526010.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -526194.187500 Penalty: 2816.995850
	Iteration 6Q: 3 clusters Score -526194.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -526456.875000 Penalty: 2816.995850
	Iteration 7F: 3 clusters Score -526456.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -526881.062500 Penalty: 2816.995850
	Iteration 8F: 3 clusters Score -526881.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -527368.125000 Penalty: 2816.995850
	Iteration 9F: 3 clusters Score -527368.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -527735.062500 Penalty: 2816.995850
	Iteration 10F: 3 clusters Score -527735.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -527964.500000 Penalty: 2816.995850
	Iteration 11Q: 3 clusters Score -527964.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -528087.187500 Penalty: 2816.995850
	Iteration 12Q: 3 clusters Score -528087.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -528158.000000 Penalty: 2816.995850
	Iteration 13Q: 3 clusters Score -528158 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -528192.437500 Penalty: 2816.995850
	Iteration 14Q: 3 clusters Score -528192.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -528210.312500 Penalty: 2816.995850
	Iteration 15Q: 3 clusters Score -528210.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -528218.875000 Penalty: 2816.995850
	Iteration 16Q: 3 clusters Score -528218.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -528221.250000 Penalty: 2816.995850
	Iteration 17Q: 3 clusters Score -528221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528222.187500 Penalty: 2816.995850
	Iteration 18Q: 3 clusters Score -528222.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528222.625000 Penalty: 2816.995850
	Iteration 19Q: 3 clusters Score -528222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528222.937500 Penalty: 2816.995850
	Iteration 20F: 3 clusters Score -528222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -528224.125000 Penalty: 2816.995850
	Iteration 21Q: 3 clusters Score -528224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -528224.875000 Penalty: 2816.995850
	Iteration 22Q: 3 clusters Score -528224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -528224.750000 Penalty: 2816.995850
	Iteration 23Q: 3 clusters Score -528224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -528224.937500 Penalty: 2816.995850
	Iteration 24Q: 3 clusters Score -528224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -528226.687500 Penalty: 2816.995850
	Iteration 25Q: 3 clusters Score -528226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528226.937500 Penalty: 2816.995850
	Iteration 26Q: 3 clusters Score -528226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -528226.937500 Penalty: 2816.995850
	Iteration 27F: 3 clusters Score -528226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -441577.750000 Penalty: 1385.853760
	Iteration 0F: 2 clusters Score -441577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -437535.281250 Penalty: 2771.707520
	Iteration 0F: 3 clusters Score -437535.3 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -438651.718750 Penalty: 2771.707520
	Iteration 1F: 3 clusters Score -438651.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -438841.875000 Penalty: 2771.707520
	Iteration 2F: 3 clusters Score -438841.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -438970.218750 Penalty: 2771.707520
	Iteration 3F: 3 clusters Score -438970.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -439059.968750 Penalty: 2771.707520
	Iteration 4Q: 3 clusters Score -439060 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -439122.531250 Penalty: 2771.707520
	Iteration 5Q: 3 clusters Score -439122.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -439184.531250 Penalty: 2771.707520
	Iteration 6Q: 3 clusters Score -439184.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -439250.187500 Penalty: 2771.707520
	Iteration 7Q: 3 clusters Score -439250.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -439318.656250 Penalty: 2771.707520
	Iteration 8Q: 3 clusters Score -439318.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -439376.781250 Penalty: 2771.707520
	Iteration 9Q: 3 clusters Score -439376.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -439440.500000 Penalty: 2771.707520
	Iteration 10Q: 3 clusters Score -439440.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -439494.687500 Penalty: 2771.707520
	Iteration 11Q: 3 clusters Score -439494.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -439545.312500 Penalty: 2771.707520
	Iteration 12Q: 3 clusters Score -439545.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -439586.343750 Penalty: 2771.707520
	Iteration 13Q: 3 clusters Score -439586.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -439624.906250 Penalty: 2771.707520
	Iteration 14Q: 3 clusters Score -439624.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -439661.781250 Penalty: 2771.707520
	Iteration 15Q: 3 clusters Score -439661.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -439692.781250 Penalty: 2771.707520
	Iteration 16Q: 3 clusters Score -439692.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -439721.250000 Penalty: 2771.707520
	Iteration 17Q: 3 clusters Score -439721.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -439754.562500 Penalty: 2771.707520
	Iteration 18Q: 3 clusters Score -439754.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -439786.843750 Penalty: 2771.707520
	Iteration 19Q: 3 clusters Score -439786.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -439810.843750 Penalty: 2771.707520
	Iteration 20F: 3 clusters Score -439810.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -439830.875000 Penalty: 2771.707520
	Iteration 21Q: 3 clusters Score -439830.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -439846.687500 Penalty: 2771.707520
	Iteration 22Q: 3 clusters Score -439846.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -439859.375000 Penalty: 2771.707520
	Iteration 23Q: 3 clusters Score -439859.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -439877.812500 Penalty: 2771.707520
	Iteration 24Q: 3 clusters Score -439877.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -439892.062500 Penalty: 2771.707520
	Iteration 25Q: 3 clusters Score -439892.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -439903.000000 Penalty: 2771.707520
	Iteration 26Q: 3 clusters Score -439903 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -439920.843750 Penalty: 2771.707520
	Iteration 27Q: 3 clusters Score -439920.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -439945.687500 Penalty: 2771.707520
	Iteration 28Q: 3 clusters Score -439945.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -439959.875000 Penalty: 2771.707520
	Iteration 29Q: 3 clusters Score -439959.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -439971.000000 Penalty: 2771.707520
	Iteration 30Q: 3 clusters Score -439971 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -439980.531250 Penalty: 2771.707520
	Iteration 31Q: 3 clusters Score -439980.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -439987.937500 Penalty: 2771.707520
	Iteration 32Q: 3 clusters Score -439987.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -439994.250000 Penalty: 2771.707520
	Iteration 33Q: 3 clusters Score -439994.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -440004.500000 Penalty: 2771.707520
	Iteration 34Q: 3 clusters Score -440004.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -440015.562500 Penalty: 2771.707520
	Iteration 35Q: 3 clusters Score -440015.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -440025.656250 Penalty: 2771.707520
	Iteration 36Q: 3 clusters Score -440025.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -440032.593750 Penalty: 2771.707520
	Iteration 37Q: 3 clusters Score -440032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -440037.343750 Penalty: 2771.707520
	Iteration 38Q: 3 clusters Score -440037.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -440046.968750 Penalty: 2771.707520
	Iteration 39Q: 3 clusters Score -440047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -440056.562500 Penalty: 2771.707520
	Iteration 40F: 3 clusters Score -440056.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -440075.156250 Penalty: 2771.707520
	Iteration 41Q: 3 clusters Score -440075.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -440089.062500 Penalty: 2771.707520
	Iteration 42Q: 3 clusters Score -440089.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -440102.062500 Penalty: 2771.707520
	Iteration 43Q: 3 clusters Score -440102.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -440112.718750 Penalty: 2771.707520
	Iteration 44Q: 3 clusters Score -440112.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -440121.593750 Penalty: 2771.707520
	Iteration 45Q: 3 clusters Score -440121.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -440129.593750 Penalty: 2771.707520
	Iteration 46Q: 3 clusters Score -440129.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -440137.031250 Penalty: 2771.707520
	Iteration 47Q: 3 clusters Score -440137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -440145.125000 Penalty: 2771.707520
	Iteration 48Q: 3 clusters Score -440145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -440148.593750 Penalty: 2771.707520
	Iteration 49Q: 3 clusters Score -440148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -440153.156250 Penalty: 2771.707520
	Iteration 50Q: 3 clusters Score -440153.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -440156.250000 Penalty: 2771.707520
	Iteration 51Q: 3 clusters Score -440156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -440158.437500 Penalty: 2771.707520
	Iteration 52Q: 3 clusters Score -440158.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -440161.093750 Penalty: 2771.707520
	Iteration 53Q: 3 clusters Score -440161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -440164.031250 Penalty: 2771.707520
	Iteration 54Q: 3 clusters Score -440164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -440167.187500 Penalty: 2771.707520
	Iteration 55Q: 3 clusters Score -440167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -440169.718750 Penalty: 2771.707520
	Iteration 56Q: 3 clusters Score -440169.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -440172.312500 Penalty: 2771.707520
	Iteration 57Q: 3 clusters Score -440172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -440175.093750 Penalty: 2771.707520
	Iteration 58Q: 3 clusters Score -440175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -440176.406250 Penalty: 2771.707520
	Iteration 59Q: 3 clusters Score -440176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -440178.343750 Penalty: 2771.707520
	Iteration 60F: 3 clusters Score -440178.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -440181.812500 Penalty: 2771.707520
	Iteration 61Q: 3 clusters Score -440181.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -440183.500000 Penalty: 2771.707520
	Iteration 62Q: 3 clusters Score -440183.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -440183.281250 Penalty: 2771.707520
	Iteration 63Q: 3 clusters Score -440183.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -440184.000000 Penalty: 2771.707520
	Iteration 64Q: 3 clusters Score -440184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -440184.000000 Penalty: 2771.707520
	Iteration 65F: 3 clusters Score -440184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Entering Unmasked Estep 
Score: -942043.750000 Penalty: 1507.629272
	Iteration 0F: 2 clusters Score -942043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -934420.250000 Penalty: 3015.258545
	Iteration 0F: 3 clusters Score -934420.2 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -936965.750000 Penalty: 3015.258545
	Iteration 1F: 3 clusters Score -936965.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -937252.250000 Penalty: 3015.258545
	Iteration 2F: 3 clusters Score -937252.2 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -937501.312500 Penalty: 3015.258545
	Iteration 3F: 3 clusters Score -937501.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -937714.750000 Penalty: 3015.258545
	Iteration 4Q: 3 clusters Score -937714.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -937895.875000 Penalty: 3015.258545
	Iteration 5Q: 3 clusters Score -937895.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -938071.687500 Penalty: 3015.258545
	Iteration 6Q: 3 clusters Score -938071.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -938258.125000 Penalty: 3015.258545
	Iteration 7Q: 3 clusters Score -938258.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -938477.750000 Penalty: 3015.258545
	Iteration 8Q: 3 clusters Score -938477.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -938698.375000 Penalty: 3015.258545
	Iteration 9Q: 3 clusters Score -938698.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -938907.000000 Penalty: 3015.258545
	Iteration 10Q: 3 clusters Score -938907 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -939101.875000 Penalty: 3015.258545
	Iteration 11Q: 3 clusters Score -939101.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -939262.812500 Penalty: 3015.258545
	Iteration 12Q: 3 clusters Score -939262.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -939417.125000 Penalty: 3015.258545
	Iteration 13Q: 3 clusters Score -939417.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -939538.687500 Penalty: 3015.258545
	Iteration 14Q: 3 clusters Score -939538.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -939642.625000 Penalty: 3015.258545
	Iteration 15Q: 3 clusters Score -939642.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -939737.812500 Penalty: 3015.258545
	Iteration 16Q: 3 clusters Score -939737.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -939847.812500 Penalty: 3015.258545
	Iteration 17Q: 3 clusters Score -939847.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -939940.625000 Penalty: 3015.258545
	Iteration 18Q: 3 clusters Score -939940.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -940011.312500 Penalty: 3015.258545
	Iteration 19Q: 3 clusters Score -940011.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -940067.875000 Penalty: 3015.258545
	Iteration 20F: 3 clusters Score -940067.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -940121.750000 Penalty: 3015.258545
	Iteration 21Q: 3 clusters Score -940121.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -940164.812500 Penalty: 3015.258545
	Iteration 22Q: 3 clusters Score -940164.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -940206.250000 Penalty: 3015.258545
	Iteration 23Q: 3 clusters Score -940206.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -940256.125000 Penalty: 3015.258545
	Iteration 24Q: 3 clusters Score -940256.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -940317.437500 Penalty: 3015.258545
	Iteration 25Q: 3 clusters Score -940317.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -940387.500000 Penalty: 3015.258545
	Iteration 26Q: 3 clusters Score -940387.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -940449.437500 Penalty: 3015.258545
	Iteration 27Q: 3 clusters Score -940449.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -940517.437500 Penalty: 3015.258545
	Iteration 28Q: 3 clusters Score -940517.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -940596.000000 Penalty: 3015.258545
	Iteration 29Q: 3 clusters Score -940596 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -940700.625000 Penalty: 3015.258545
	Iteration 30Q: 3 clusters Score -940700.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -940838.812500 Penalty: 3015.258545
	Iteration 31Q: 3 clusters Score -940838.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -941028.937500 Penalty: 3015.258545
	Iteration 32Q: 3 clusters Score -941028.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -941270.937500 Penalty: 3015.258545
	Iteration 33Q: 3 clusters Score -941270.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -941479.562500 Penalty: 3015.258545
	Iteration 34Q: 3 clusters Score -941479.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -941611.812500 Penalty: 3015.258545
	Iteration 35Q: 3 clusters Score -941611.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -941682.562500 Penalty: 3015.258545
	Iteration 36Q: 3 clusters Score -941682.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -941719.937500 Penalty: 3015.258545
	Iteration 37Q: 3 clusters Score -941719.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -941738.812500 Penalty: 3015.258545
	Iteration 38Q: 3 clusters Score -941738.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -941751.187500 Penalty: 3015.258545
	Iteration 39Q: 3 clusters Score -941751.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -941760.875000 Penalty: 3015.258545
	Iteration 40F: 3 clusters Score -941760.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -941768.687500 Penalty: 3015.258545
	Iteration 41Q: 3 clusters Score -941768.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -941772.937500 Penalty: 3015.258545
	Iteration 42Q: 3 clusters Score -941772.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -941774.062500 Penalty: 3015.258545
	Iteration 43Q: 3 clusters Score -941774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -941776.375000 Penalty: 3015.258545
	Iteration 44Q: 3 clusters Score -941776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -941776.687500 Penalty: 3015.258545
	Iteration 45Q: 3 clusters Score -941776.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -941778.562500 Penalty: 3015.258545
	Iteration 46Q: 3 clusters Score -941778.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -941781.250000 Penalty: 3015.258545
	Iteration 47Q: 3 clusters Score -941781.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -941784.750000 Penalty: 3015.258545
	Iteration 48Q: 3 clusters Score -941784.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -941785.312500 Penalty: 3015.258545
	Iteration 49Q: 3 clusters Score -941785.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -941786.125000 Penalty: 3015.258545
	Iteration 50Q: 3 clusters Score -941786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -941784.125000 Penalty: 3015.258545
	Iteration 51Q: 3 clusters Score -941784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -941784.937500 Penalty: 3015.258545
	Iteration 52Q: 3 clusters Score -941784.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -941784.937500 Penalty: 3015.258545
	Iteration 53Q: 3 clusters Score -941784.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -941785.562500 Penalty: 3015.258545
	Iteration 54Q: 3 clusters Score -941785.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -941787.437500 Penalty: 3015.258545
	Iteration 55Q: 3 clusters Score -941787.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -941787.500000 Penalty: 3015.258545
	Iteration 56Q: 3 clusters Score -941787.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -941786.000000 Penalty: 3015.258545
	Iteration 57Q: 3 clusters Score -941786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -941787.000000 Penalty: 3015.258545
	Iteration 58Q: 3 clusters Score -941787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -941787.000000 Penalty: 3015.258545
	Iteration 59F: 3 clusters Score -941787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3871 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 28733 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 6218 members 
Mstep: Class 10 contains 10836 members 
Mstep: Class 11 contains 10703 members 
Mstep: Class 12 contains 32088 members 
Mstep: Class 13 contains 18142 members 
Mstep: Class 14 contains 1282 members 
Mstep: Class 15 contains 4768 members 
Mstep: Class 16 contains 6005 members 
Mstep: Class 17 contains 5586 members 
Mstep: Class 18 contains 69494 members 
Mstep: Class 19 contains 23074 members 
Mstep: Class 20 contains 2273 members 
Mstep: Class 21 contains 5812 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815074.000000 Penalty: 48939.738281
Iteration 79Q: 25 clusters Score -2.481507e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3886 members 
Mstep: Class 3 contains 4137 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3748 members 
Mstep: Class 6 contains 28760 members 
Mstep: Class 7 contains 2517 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 6215 members 
Mstep: Class 10 contains 10328 members 
Mstep: Class 11 contains 10726 members 
Mstep: Class 12 contains 32094 members 
Mstep: Class 13 contains 18104 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 5998 members 
Mstep: Class 17 contains 5583 members 
Mstep: Class 18 contains 69533 members 
Mstep: Class 19 contains 23523 members 
Mstep: Class 20 contains 2333 members 
Mstep: Class 21 contains 5808 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 12724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816170.000000 Penalty: 48939.738281
Iteration 80F: 25 clusters Score -2.481617e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 3900 members 
Mstep: Class 3 contains 3923 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 28637 members 
Mstep: Class 7 contains 2506 members 
Mstep: Class 8 contains 3955 members 
Mstep: Class 9 contains 6216 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 11 contains 10538 members 
Mstep: Class 12 contains 32084 members 
Mstep: Class 13 contains 18093 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 5992 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 69404 members 
Mstep: Class 19 contains 23470 members 
Mstep: Class 20 contains 2321 members 
Mstep: Class 21 contains 5802 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 10713 members 
Mstep: Class 24 contains 13819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816624.000000 Penalty: 48939.738281
Iteration 81Q: 25 clusters Score -2.481662e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 3907 members 
Mstep: Class 3 contains 3797 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 28570 members 
Mstep: Class 7 contains 2490 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 6213 members 
Mstep: Class 10 contains 9870 members 
Mstep: Class 11 contains 10392 members 
Mstep: Class 12 contains 32057 members 
Mstep: Class 13 contains 18083 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 5991 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 69348 members 
Mstep: Class 19 contains 23483 members 
Mstep: Class 20 contains 2325 members 
Mstep: Class 21 contains 5797 members 
Mstep: Class 22 contains 5058 members 
Mstep: Class 23 contains 10713 members 
Mstep: Class 24 contains 14418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816774.000000 Penalty: 48939.738281
Iteration 82Q: 25 clusters Score -2.481677e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 3919 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 3780 members 
Mstep: Class 6 contains 28525 members 
Mstep: Class 7 contains 2478 members 
Mstep: Class 8 contains 3967 members 
Mstep: Class 9 contains 6207 members 
Mstep: Class 10 contains 9733 members 
Mstep: Class 11 contains 10244 members 
Mstep: Class 12 contains 32028 members 
Mstep: Class 13 contains 18074 members 
Mstep: Class 14 contains 1278 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 5979 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 69343 members 
Mstep: Class 19 contains 23458 members 
Mstep: Class 20 contains 2324 members 
Mstep: Class 21 contains 5793 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10707 members 
Mstep: Class 24 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816900.000000 Penalty: 48939.738281
Iteration 83Q: 25 clusters Score -2.48169e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3929 members 
Mstep: Class 3 contains 3626 members 
Mstep: Class 4 contains 4859 members 
Mstep: Class 5 contains 3793 members 
Mstep: Class 6 contains 28493 members 
Mstep: Class 7 contains 2474 members 
Mstep: Class 8 contains 3990 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9645 members 
Mstep: Class 11 contains 10077 members 
Mstep: Class 12 contains 32008 members 
Mstep: Class 13 contains 18057 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 4796 members 
Mstep: Class 16 contains 5965 members 
Mstep: Class 17 contains 5566 members 
Mstep: Class 18 contains 69350 members 
Mstep: Class 19 contains 23423 members 
Mstep: Class 20 contains 2328 members 
Mstep: Class 21 contains 5792 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10700 members 
Mstep: Class 24 contains 15344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817090.000000 Penalty: 48939.738281
Iteration 84Q: 25 clusters Score -2.481709e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3938 members 
Mstep: Class 3 contains 3590 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 28463 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 4000 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9565 members 
Mstep: Class 11 contains 9926 members 
Mstep: Class 12 contains 31993 members 
Mstep: Class 13 contains 18041 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 4800 members 
Mstep: Class 16 contains 5961 members 
Mstep: Class 17 contains 5563 members 
Mstep: Class 18 contains 69346 members 
Mstep: Class 19 contains 23417 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 5788 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 15678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817134.000000 Penalty: 48939.738281
Iteration 85Q: 25 clusters Score -2.481713e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3946 members 
Mstep: Class 3 contains 3553 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 28435 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 4009 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9499 members 
Mstep: Class 11 contains 9822 members 
Mstep: Class 12 contains 31985 members 
Mstep: Class 13 contains 18034 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 4805 members 
Mstep: Class 16 contains 5953 members 
Mstep: Class 17 contains 5558 members 
Mstep: Class 18 contains 69350 members 
Mstep: Class 19 contains 23379 members 
Mstep: Class 20 contains 2335 members 
Mstep: Class 21 contains 5782 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 15960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817370.000000 Penalty: 48939.738281
Iteration 86Q: 25 clusters Score -2.481737e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 3957 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 28418 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 4017 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9451 members 
Mstep: Class 11 contains 9721 members 
Mstep: Class 12 contains 31964 members 
Mstep: Class 13 contains 18032 members 
Mstep: Class 14 contains 1277 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 17 contains 5556 members 
Mstep: Class 18 contains 69369 members 
Mstep: Class 19 contains 23328 members 
Mstep: Class 20 contains 2341 members 
Mstep: Class 21 contains 5782 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 10715 members 
Mstep: Class 24 contains 16182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817452.000000 Penalty: 48939.738281
Iteration 87Q: 25 clusters Score -2.481745e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3966 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 3810 members 
Mstep: Class 6 contains 28400 members 
Mstep: Class 7 contains 2453 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 9412 members 
Mstep: Class 11 contains 9635 members 
Mstep: Class 12 contains 31952 members 
Mstep: Class 13 contains 18026 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4822 members 
Mstep: Class 16 contains 5941 members 
Mstep: Class 17 contains 5554 members 
Mstep: Class 18 contains 69380 members 
Mstep: Class 19 contains 23284 members 
Mstep: Class 20 contains 2345 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 5059 members 
Mstep: Class 23 contains 10718 members 
Mstep: Class 24 contains 16383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817458.000000 Penalty: 48939.738281
Iteration 88Q: 25 clusters Score -2.481746e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3969 members 
Mstep: Class 3 contains 3492 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 8 contains 4027 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 9565 members 
Mstep: Class 12 contains 31942 members 
Mstep: Class 13 contains 18015 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 17 contains 5550 members 
Mstep: Class 18 contains 69388 members 
Mstep: Class 19 contains 23270 members 
Mstep: Class 20 contains 2347 members 
Mstep: Class 21 contains 5770 members 
Mstep: Class 22 contains 5057 members 
Mstep: Class 23 contains 10716 members 
Mstep: Class 24 contains 16535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817516.000000 Penalty: 48939.738281
Iteration 89Q: 25 clusters Score -2.481752e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3970 members 
Mstep: Class 3 contains 3485 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 3824 members 
Mstep: Class 6 contains 28366 members 
Mstep: Class 7 contains 2444 members 
Mstep: Class 8 contains 4034 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 9383 members 
Mstep: Class 11 contains 9498 members 
Mstep: Class 12 contains 31931 members 
Mstep: Class 13 contains 18004 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 5932 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 69402 members 
Mstep: Class 19 contains 23242 members 
Mstep: Class 20 contains 2350 members 
Mstep: Class 21 contains 5768 members 
Mstep: Class 22 contains 5056 members 
Mstep: Class 23 contains 10720 members 
Mstep: Class 24 contains 16664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817560.000000 Penalty: 48939.738281
Iteration 90Q: 25 clusters Score -2.481756e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3972 members 
Mstep: Class 3 contains 3477 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 28348 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 4032 members 
Mstep: Class 9 contains 6196 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 11 contains 9439 members 
Mstep: Class 12 contains 31917 members 
Mstep: Class 13 contains 17996 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 5929 members 
Mstep: Class 17 contains 5549 members 
Mstep: Class 18 contains 69420 members 
Mstep: Class 19 contains 23186 members 
Mstep: Class 20 contains 2351 members 
Mstep: Class 21 contains 5760 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10734 members 
Mstep: Class 24 contains 16797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817602.000000 Penalty: 48939.738281
Iteration 91Q: 25 clusters Score -2.48176e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 3469 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 28327 members 
Mstep: Class 7 contains 2443 members 
Mstep: Class 8 contains 4035 members 
Mstep: Class 9 contains 6197 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 9393 members 
Mstep: Class 12 contains 31907 members 
Mstep: Class 13 contains 17991 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4830 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 69433 members 
Mstep: Class 19 contains 23124 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 5753 members 
Mstep: Class 22 contains 5055 members 
Mstep: Class 23 contains 10747 members 
Mstep: Class 24 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817580.000000 Penalty: 48939.738281
Iteration 92Q: 25 clusters Score -2.481758e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3976 members 
Mstep: Class 3 contains 3458 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 28306 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 4038 members 
Mstep: Class 9 contains 6198 members 
Mstep: Class 10 contains 9369 members 
Mstep: Class 11 contains 9367 members 
Mstep: Class 12 contains 31897 members 
Mstep: Class 13 contains 17989 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 5927 members 
Mstep: Class 17 contains 5546 members 
Mstep: Class 18 contains 69448 members 
Mstep: Class 19 contains 23057 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 5749 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 17029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817594.000000 Penalty: 48939.738281
Iteration 93Q: 25 clusters Score -2.481759e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3982 members 
Mstep: Class 3 contains 3452 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3854 members 
Mstep: Class 6 contains 28281 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 4046 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9366 members 
Mstep: Class 11 contains 9345 members 
Mstep: Class 12 contains 31892 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4832 members 
Mstep: Class 16 contains 5924 members 
Mstep: Class 17 contains 5543 members 
Mstep: Class 18 contains 69449 members 
Mstep: Class 19 contains 22987 members 
Mstep: Class 20 contains 2359 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10749 members 
Mstep: Class 24 contains 17149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817734.000000 Penalty: 48939.738281
Iteration 94Q: 25 clusters Score -2.481773e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3987 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 3861 members 
Mstep: Class 6 contains 28256 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 9308 members 
Mstep: Class 12 contains 31884 members 
Mstep: Class 13 contains 17987 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4835 members 
Mstep: Class 16 contains 5921 members 
Mstep: Class 17 contains 5540 members 
Mstep: Class 18 contains 69459 members 
Mstep: Class 19 contains 22902 members 
Mstep: Class 20 contains 2362 members 
Mstep: Class 21 contains 5750 members 
Mstep: Class 22 contains 5054 members 
Mstep: Class 23 contains 10767 members 
Mstep: Class 24 contains 17276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817732.000000 Penalty: 48939.738281
Iteration 95Q: 25 clusters Score -2.481773e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4000 members 
Mstep: Class 3 contains 3433 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 28242 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 4056 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 31885 members 
Mstep: Class 13 contains 17976 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4837 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 5539 members 
Mstep: Class 18 contains 69458 members 
Mstep: Class 19 contains 22818 members 
Mstep: Class 20 contains 2365 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 5053 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 17404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817748.000000 Penalty: 48939.738281
Iteration 96Q: 25 clusters Score -2.481775e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4012 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3874 members 
Mstep: Class 6 contains 28230 members 
Mstep: Class 7 contains 2442 members 
Mstep: Class 8 contains 4060 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 9234 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 17960 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 16 contains 5918 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 69461 members 
Mstep: Class 19 contains 22731 members 
Mstep: Class 20 contains 2369 members 
Mstep: Class 21 contains 5748 members 
Mstep: Class 22 contains 5052 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 17520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817764.000000 Penalty: 48939.738281
Iteration 97Q: 25 clusters Score -2.481776e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4024 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 28209 members 
Mstep: Class 7 contains 2441 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 9206 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 17955 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4840 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 69471 members 
Mstep: Class 19 contains 22648 members 
Mstep: Class 20 contains 2376 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10780 members 
Mstep: Class 24 contains 17620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817850.000000 Penalty: 48939.738281
Iteration 98Q: 25 clusters Score -2.481785e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4036 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 28200 members 
Mstep: Class 7 contains 2436 members 
Mstep: Class 8 contains 4068 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9354 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 17944 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4843 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5538 members 
Mstep: Class 18 contains 69471 members 
Mstep: Class 19 contains 22581 members 
Mstep: Class 20 contains 2379 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 17717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817884.000000 Penalty: 48939.738281
Iteration 99Q: 25 clusters Score -2.481788e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4050 members 
Mstep: Class 3 contains 3409 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 4065 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9356 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 17937 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4843 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5537 members 
Mstep: Class 18 contains 69475 members 
Mstep: Class 19 contains 22514 members 
Mstep: Class 20 contains 2384 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10771 members 
Mstep: Class 24 contains 17807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817894.000000 Penalty: 48939.738281
Iteration 100F: 25 clusters Score -2.481789e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4066 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 28179 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 4064 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9355 members 
Mstep: Class 11 contains 9148 members 
Mstep: Class 12 contains 31898 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4843 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 69483 members 
Mstep: Class 19 contains 22440 members 
Mstep: Class 20 contains 2387 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 5051 members 
Mstep: Class 23 contains 10761 members 
Mstep: Class 24 contains 17899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817864.000000 Penalty: 48939.738281
Iteration 101Q: 25 clusters Score -2.481786e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4077 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 3908 members 
Mstep: Class 6 contains 28167 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 4066 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9360 members 
Mstep: Class 11 contains 9135 members 
Mstep: Class 12 contains 31898 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4844 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5536 members 
Mstep: Class 18 contains 69492 members 
Mstep: Class 19 contains 22363 members 
Mstep: Class 20 contains 2388 members 
Mstep: Class 21 contains 5746 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 17991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817912.000000 Penalty: 48939.738281
Iteration 102Q: 25 clusters Score -2.481791e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4095 members 
Mstep: Class 3 contains 3384 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3911 members 
Mstep: Class 6 contains 28151 members 
Mstep: Class 7 contains 2429 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 6202 members 
Mstep: Class 10 contains 9363 members 
Mstep: Class 11 contains 9125 members 
Mstep: Class 12 contains 31895 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4847 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5534 members 
Mstep: Class 18 contains 69494 members 
Mstep: Class 19 contains 22296 members 
Mstep: Class 20 contains 2391 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10735 members 
Mstep: Class 24 contains 18078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817898.000000 Penalty: 48939.738281
Iteration 103Q: 25 clusters Score -2.48179e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4107 members 
Mstep: Class 3 contains 3376 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 28148 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 4072 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9368 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 31890 members 
Mstep: Class 13 contains 17938 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 5914 members 
Mstep: Class 17 contains 5532 members 
Mstep: Class 18 contains 69495 members 
Mstep: Class 19 contains 22237 members 
Mstep: Class 20 contains 2395 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10723 members 
Mstep: Class 24 contains 18153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817914.000000 Penalty: 48939.738281
Iteration 104Q: 25 clusters Score -2.481791e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 28145 members 
Mstep: Class 7 contains 2425 members 
Mstep: Class 8 contains 4076 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 9098 members 
Mstep: Class 12 contains 31890 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 1274 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 5530 members 
Mstep: Class 18 contains 69500 members 
Mstep: Class 19 contains 22170 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10717 members 
Mstep: Class 24 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817966.000000 Penalty: 48939.738281
Iteration 105Q: 25 clusters Score -2.481797e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4139 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 3921 members 
Mstep: Class 6 contains 28141 members 
Mstep: Class 7 contains 2420 members 
Mstep: Class 8 contains 4077 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9372 members 
Mstep: Class 11 contains 9093 members 
Mstep: Class 12 contains 31886 members 
Mstep: Class 13 contains 17931 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 5529 members 
Mstep: Class 18 contains 69511 members 
Mstep: Class 19 contains 22123 members 
Mstep: Class 20 contains 2401 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10708 members 
Mstep: Class 24 contains 18286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817968.000000 Penalty: 48939.738281
Iteration 106Q: 25 clusters Score -2.481797e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4155 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 4870 members 
Mstep: Class 5 contains 3927 members 
Mstep: Class 6 contains 28136 members 
Mstep: Class 7 contains 2416 members 
Mstep: Class 8 contains 4083 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9377 members 
Mstep: Class 11 contains 9081 members 
Mstep: Class 12 contains 31883 members 
Mstep: Class 13 contains 17923 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 5912 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69514 members 
Mstep: Class 19 contains 22092 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 5050 members 
Mstep: Class 23 contains 10699 members 
Mstep: Class 24 contains 18324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817988.000000 Penalty: 48939.738281
Iteration 107Q: 25 clusters Score -2.481799e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4168 members 
Mstep: Class 3 contains 3349 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3934 members 
Mstep: Class 6 contains 28129 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 4088 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9388 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 31880 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69517 members 
Mstep: Class 19 contains 22062 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 5049 members 
Mstep: Class 23 contains 10680 members 
Mstep: Class 24 contains 18360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817960.000000 Penalty: 48939.738281
Iteration 108Q: 25 clusters Score -2.481796e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4178 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 2418 members 
Mstep: Class 8 contains 4089 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9391 members 
Mstep: Class 11 contains 9058 members 
Mstep: Class 12 contains 31881 members 
Mstep: Class 13 contains 17917 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69518 members 
Mstep: Class 19 contains 22034 members 
Mstep: Class 20 contains 2405 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 10664 members 
Mstep: Class 24 contains 18404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818016.000000 Penalty: 48939.738281
Iteration 109Q: 25 clusters Score -2.481802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4191 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 28117 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 4094 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 9050 members 
Mstep: Class 12 contains 31877 members 
Mstep: Class 13 contains 17916 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4855 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69520 members 
Mstep: Class 19 contains 21997 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 10656 members 
Mstep: Class 24 contains 18449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818002.000000 Penalty: 48939.738281
Iteration 110Q: 25 clusters Score -2.4818e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4198 members 
Mstep: Class 3 contains 3346 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 28115 members 
Mstep: Class 7 contains 2412 members 
Mstep: Class 8 contains 4097 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9389 members 
Mstep: Class 11 contains 9049 members 
Mstep: Class 12 contains 31871 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69520 members 
Mstep: Class 19 contains 21963 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 5747 members 
Mstep: Class 22 contains 5047 members 
Mstep: Class 23 contains 10653 members 
Mstep: Class 24 contains 18484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818040.000000 Penalty: 48939.738281
Iteration 111Q: 25 clusters Score -2.481804e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4204 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28110 members 
Mstep: Class 7 contains 2408 members 
Mstep: Class 8 contains 4101 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9394 members 
Mstep: Class 11 contains 9048 members 
Mstep: Class 12 contains 31867 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 1276 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 5527 members 
Mstep: Class 18 contains 69522 members 
Mstep: Class 19 contains 21941 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 5745 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 18508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818056.000000 Penalty: 48939.738281
Iteration 112Q: 25 clusters Score -2.481806e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4214 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28115 members 
Mstep: Class 7 contains 2406 members 
Mstep: Class 8 contains 4104 members 
Mstep: Class 9 contains 6203 members 
Mstep: Class 10 contains 9397 members 
Mstep: Class 11 contains 9045 members 
Mstep: Class 12 contains 31863 members 
Mstep: Class 13 contains 17925 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5910 members 
Mstep: Class 17 contains 5526 members 
Mstep: Class 18 contains 69525 members 
Mstep: Class 19 contains 21914 members 
Mstep: Class 20 contains 2404 members 
Mstep: Class 21 contains 5744 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10643 members 
Mstep: Class 24 contains 18538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818134.000000 Penalty: 48939.738281
Iteration 113Q: 25 clusters Score -2.481813e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4221 members 
Mstep: Class 3 contains 3331 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28117 members 
Mstep: Class 7 contains 2405 members 
Mstep: Class 8 contains 4103 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 9041 members 
Mstep: Class 12 contains 31860 members 
Mstep: Class 13 contains 17929 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5911 members 
Mstep: Class 17 contains 5523 members 
Mstep: Class 18 contains 69527 members 
Mstep: Class 19 contains 21887 members 
Mstep: Class 20 contains 2407 members 
Mstep: Class 21 contains 5743 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 10640 members 
Mstep: Class 24 contains 18569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818152.000000 Penalty: 48939.738281
Iteration 114Q: 25 clusters Score -2.481815e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4224 members 
Mstep: Class 3 contains 3333 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28116 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9394 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 31856 members 
Mstep: Class 13 contains 17930 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 5913 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 69535 members 
Mstep: Class 19 contains 21865 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 5045 members 
Mstep: Class 23 contains 10635 members 
Mstep: Class 24 contains 18590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818130.000000 Penalty: 48939.738281
Iteration 115Q: 25 clusters Score -2.481813e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28113 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9396 members 
Mstep: Class 11 contains 9037 members 
Mstep: Class 12 contains 31854 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5521 members 
Mstep: Class 18 contains 69538 members 
Mstep: Class 19 contains 21849 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5742 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10630 members 
Mstep: Class 24 contains 18614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818182.000000 Penalty: 48939.738281
Iteration 116Q: 25 clusters Score -2.481818e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 4236 members 
Mstep: Class 3 contains 3329 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28116 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4105 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9395 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 31850 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69537 members 
Mstep: Class 19 contains 21841 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5741 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 18627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818232.000000 Penalty: 48939.738281
Iteration 117Q: 25 clusters Score -2.481823e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4242 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28118 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9393 members 
Mstep: Class 11 contains 9028 members 
Mstep: Class 12 contains 31852 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69531 members 
Mstep: Class 19 contains 21835 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5739 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10621 members 
Mstep: Class 24 contains 18643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818278.000000 Penalty: 48939.738281
Iteration 118Q: 25 clusters Score -2.481828e+07 nChanged 54
Entering ConstructFrom: 
Score: -24818278.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -431742.281250 Penalty: 1381.059082
	Iteration 0F: 2 clusters Score -431742.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -427819.687500 Penalty: 2762.118164
	Iteration 0F: 3 clusters Score -427819.7 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -428907.500000 Penalty: 2762.118164
	Iteration 1F: 3 clusters Score -428907.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -429077.531250 Penalty: 2762.118164
	Iteration 2F: 3 clusters Score -429077.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -429206.312500 Penalty: 2762.118164
	Iteration 3Q: 3 clusters Score -429206.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -429315.781250 Penalty: 2762.118164
	Iteration 4Q: 3 clusters Score -429315.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -429399.531250 Penalty: 2762.118164
	Iteration 5Q: 3 clusters Score -429399.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -429493.968750 Penalty: 2762.118164
	Iteration 6Q: 3 clusters Score -429494 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -429604.937500 Penalty: 2762.118164
	Iteration 7Q: 3 clusters Score -429604.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -429728.531250 Penalty: 2762.118164
	Iteration 8Q: 3 clusters Score -429728.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -429848.625000 Penalty: 2762.118164
	Iteration 9Q: 3 clusters Score -429848.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -429947.093750 Penalty: 2762.118164
	Iteration 10Q: 3 clusters Score -429947.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -430040.968750 Penalty: 2762.118164
	Iteration 11Q: 3 clusters Score -430041 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -430138.812500 Penalty: 2762.118164
	Iteration 12Q: 3 clusters Score -430138.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -430217.718750 Penalty: 2762.118164
	Iteration 13Q: 3 clusters Score -430217.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -430290.468750 Penalty: 2762.118164
	Iteration 14Q: 3 clusters Score -430290.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -430377.000000 Penalty: 2762.118164
	Iteration 15Q: 3 clusters Score -430377 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -430468.187500 Penalty: 2762.118164
	Iteration 16Q: 3 clusters Score -430468.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -430552.687500 Penalty: 2762.118164
	Iteration 17Q: 3 clusters Score -430552.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -430633.468750 Penalty: 2762.118164
	Iteration 18Q: 3 clusters Score -430633.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -430700.281250 Penalty: 2762.118164
	Iteration 19Q: 3 clusters Score -430700.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -430789.687500 Penalty: 2762.118164
	Iteration 20F: 3 clusters Score -430789.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -430886.593750 Penalty: 2762.118164
	Iteration 21Q: 3 clusters Score -430886.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -430938.250000 Penalty: 2762.118164
	Iteration 22Q: 3 clusters Score -430938.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -430965.093750 Penalty: 2762.118164
	Iteration 23Q: 3 clusters Score -430965.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -430980.375000 Penalty: 2762.118164
	Iteration 24Q: 3 clusters Score -430980.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -430987.093750 Penalty: 2762.118164
	Iteration 25Q: 3 clusters Score -430987.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -430999.437500 Penalty: 2762.118164
	Iteration 26Q: 3 clusters Score -430999.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -431005.156250 Penalty: 2762.118164
	Iteration 27Q: 3 clusters Score -431005.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -431008.468750 Penalty: 2762.118164
	Iteration 28Q: 3 clusters Score -431008.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -431009.750000 Penalty: 2762.118164
	Iteration 29Q: 3 clusters Score -431009.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -431010.625000 Penalty: 2762.118164
	Iteration 30Q: 3 clusters Score -431010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -431010.781250 Penalty: 2762.118164
	Iteration 31Q: 3 clusters Score -431010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -431010.781250 Penalty: 2762.118164
	Iteration 32F: 3 clusters Score -431010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Entering Unmasked Estep 
Score: -376917.937500 Penalty: 1357.519775
	Iteration 0F: 2 clusters Score -376917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -373453.875000 Penalty: 2715.039551
	Iteration 0F: 3 clusters Score -373453.9 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -374422.250000 Penalty: 2715.039551
	Iteration 1F: 3 clusters Score -374422.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -374630.687500 Penalty: 2715.039551
	Iteration 2F: 3 clusters Score -374630.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -374788.593750 Penalty: 2715.039551
	Iteration 3F: 3 clusters Score -374788.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -374905.187500 Penalty: 2715.039551
	Iteration 4Q: 3 clusters Score -374905.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -375009.843750 Penalty: 2715.039551
	Iteration 5Q: 3 clusters Score -375009.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -375109.500000 Penalty: 2715.039551
	Iteration 6Q: 3 clusters Score -375109.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -375209.656250 Penalty: 2715.039551
	Iteration 7Q: 3 clusters Score -375209.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -375306.718750 Penalty: 2715.039551
	Iteration 8Q: 3 clusters Score -375306.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -375421.625000 Penalty: 2715.039551
	Iteration 9Q: 3 clusters Score -375421.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -375527.500000 Penalty: 2715.039551
	Iteration 10Q: 3 clusters Score -375527.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -375617.250000 Penalty: 2715.039551
	Iteration 11Q: 3 clusters Score -375617.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -375691.187500 Penalty: 2715.039551
	Iteration 12Q: 3 clusters Score -375691.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -375758.718750 Penalty: 2715.039551
	Iteration 13Q: 3 clusters Score -375758.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -375813.093750 Penalty: 2715.039551
	Iteration 14Q: 3 clusters Score -375813.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -375866.531250 Penalty: 2715.039551
	Iteration 15Q: 3 clusters Score -375866.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -375909.906250 Penalty: 2715.039551
	Iteration 16Q: 3 clusters Score -375909.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -375943.906250 Penalty: 2715.039551
	Iteration 17Q: 3 clusters Score -375943.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -375967.468750 Penalty: 2715.039551
	Iteration 18Q: 3 clusters Score -375967.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -375988.000000 Penalty: 2715.039551
	Iteration 19Q: 3 clusters Score -375988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -376000.593750 Penalty: 2715.039551
	Iteration 20F: 3 clusters Score -376000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -376010.937500 Penalty: 2715.039551
	Iteration 21Q: 3 clusters Score -376010.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -376021.593750 Penalty: 2715.039551
	Iteration 22Q: 3 clusters Score -376021.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -376032.406250 Penalty: 2715.039551
	Iteration 23Q: 3 clusters Score -376032.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -376040.593750 Penalty: 2715.039551
	Iteration 24Q: 3 clusters Score -376040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -376051.406250 Penalty: 2715.039551
	Iteration 25Q: 3 clusters Score -376051.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -376060.406250 Penalty: 2715.039551
	Iteration 26Q: 3 clusters Score -376060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -376063.843750 Penalty: 2715.039551
	Iteration 27Q: 3 clusters Score -376063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -376064.750000 Penalty: 2715.039551
	Iteration 28Q: 3 clusters Score -376064.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -376065.062500 Penalty: 2715.039551
	Iteration 29Q: 3 clusters Score -376065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -376065.531250 Penalty: 2715.039551
	Iteration 30Q: 3 clusters Score -376065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -376065.531250 Penalty: 2715.039551
	Iteration 31F: 3 clusters Score -376065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Entering Unmasked Estep 
Score: -280081.125000 Penalty: 1317.895508
	Iteration 0F: 2 clusters Score -280081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -277181.593750 Penalty: 2635.791016
	Iteration 0F: 3 clusters Score -277181.6 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -278008.593750 Penalty: 2635.791016
	Iteration 1F: 3 clusters Score -278008.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -278337.375000 Penalty: 2635.791016
	Iteration 2F: 3 clusters Score -278337.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -278521.187500 Penalty: 2635.791016
	Iteration 3F: 3 clusters Score -278521.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -278620.687500 Penalty: 2635.791016
	Iteration 4Q: 3 clusters Score -278620.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -278704.031250 Penalty: 2635.791016
	Iteration 5Q: 3 clusters Score -278704 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -278765.500000 Penalty: 2635.791016
	Iteration 6Q: 3 clusters Score -278765.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -278815.468750 Penalty: 2635.791016
	Iteration 7Q: 3 clusters Score -278815.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -278887.000000 Penalty: 2635.791016
	Iteration 8Q: 3 clusters Score -278887 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -278968.281250 Penalty: 2635.791016
	Iteration 9Q: 3 clusters Score -278968.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -279040.343750 Penalty: 2635.791016
	Iteration 10Q: 3 clusters Score -279040.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -279086.062500 Penalty: 2635.791016
	Iteration 11Q: 3 clusters Score -279086.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -279132.593750 Penalty: 2635.791016
	Iteration 12Q: 3 clusters Score -279132.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -279184.187500 Penalty: 2635.791016
	Iteration 13Q: 3 clusters Score -279184.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -279217.625000 Penalty: 2635.791016
	Iteration 14Q: 3 clusters Score -279217.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -279237.687500 Penalty: 2635.791016
	Iteration 15Q: 3 clusters Score -279237.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -279256.156250 Penalty: 2635.791016
	Iteration 16Q: 3 clusters Score -279256.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -279271.437500 Penalty: 2635.791016
	Iteration 17Q: 3 clusters Score -279271.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -279280.062500 Penalty: 2635.791016
	Iteration 18Q: 3 clusters Score -279280.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -279287.406250 Penalty: 2635.791016
	Iteration 19Q: 3 clusters Score -279287.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -279295.656250 Penalty: 2635.791016
	Iteration 20F: 3 clusters Score -279295.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -279305.281250 Penalty: 2635.791016
	Iteration 21Q: 3 clusters Score -279305.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -279316.531250 Penalty: 2635.791016
	Iteration 22Q: 3 clusters Score -279316.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -279333.281250 Penalty: 2635.791016
	Iteration 23Q: 3 clusters Score -279333.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -279345.000000 Penalty: 2635.791016
	Iteration 24Q: 3 clusters Score -279345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -279354.531250 Penalty: 2635.791016
	Iteration 25Q: 3 clusters Score -279354.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -279361.125000 Penalty: 2635.791016
	Iteration 26Q: 3 clusters Score -279361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -279363.812500 Penalty: 2635.791016
	Iteration 27Q: 3 clusters Score -279363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -279366.593750 Penalty: 2635.791016
	Iteration 28Q: 3 clusters Score -279366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -279372.218750 Penalty: 2635.791016
	Iteration 29Q: 3 clusters Score -279372.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -279377.656250 Penalty: 2635.791016
	Iteration 30Q: 3 clusters Score -279377.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -279384.750000 Penalty: 2635.791016
	Iteration 31Q: 3 clusters Score -279384.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -279391.062500 Penalty: 2635.791016
	Iteration 32Q: 3 clusters Score -279391.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -279393.718750 Penalty: 2635.791016
	Iteration 33Q: 3 clusters Score -279393.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -279396.593750 Penalty: 2635.791016
	Iteration 34Q: 3 clusters Score -279396.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -279401.375000 Penalty: 2635.791016
	Iteration 35Q: 3 clusters Score -279401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -279409.937500 Penalty: 2635.791016
	Iteration 36Q: 3 clusters Score -279409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -279416.062500 Penalty: 2635.791016
	Iteration 37Q: 3 clusters Score -279416.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -279425.156250 Penalty: 2635.791016
	Iteration 38Q: 3 clusters Score -279425.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -279432.031250 Penalty: 2635.791016
	Iteration 39Q: 3 clusters Score -279432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -279435.531250 Penalty: 2635.791016
	Iteration 40F: 3 clusters Score -279435.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -279440.187500 Penalty: 2635.791016
	Iteration 41Q: 3 clusters Score -279440.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -279445.218750 Penalty: 2635.791016
	Iteration 42Q: 3 clusters Score -279445.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -279452.718750 Penalty: 2635.791016
	Iteration 43Q: 3 clusters Score -279452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -279454.656250 Penalty: 2635.791016
	Iteration 44Q: 3 clusters Score -279454.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -279458.375000 Penalty: 2635.791016
	Iteration 45Q: 3 clusters Score -279458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -279461.343750 Penalty: 2635.791016
	Iteration 46Q: 3 clusters Score -279461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -279466.031250 Penalty: 2635.791016
	Iteration 47Q: 3 clusters Score -279466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -279468.843750 Penalty: 2635.791016
	Iteration 48Q: 3 clusters Score -279468.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -279470.843750 Penalty: 2635.791016
	Iteration 49Q: 3 clusters Score -279470.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -279473.937500 Penalty: 2635.791016
	Iteration 50Q: 3 clusters Score -279473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -279476.156250 Penalty: 2635.791016
	Iteration 51Q: 3 clusters Score -279476.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -279477.406250 Penalty: 2635.791016
	Iteration 52Q: 3 clusters Score -279477.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -279477.968750 Penalty: 2635.791016
	Iteration 53Q: 3 clusters Score -279478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -279478.562500 Penalty: 2635.791016
	Iteration 54Q: 3 clusters Score -279478.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -279478.562500 Penalty: 2635.791016
	Iteration 55F: 3 clusters Score -279478.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -449082.843750 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -449082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -445217.531250 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -445217.5 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -446269.375000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -446269.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -446431.531250 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -446431.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -446525.281250 Penalty: 2759.392578
	Iteration 3Q: 3 clusters Score -446525.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -446584.531250 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -446584.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -446634.218750 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -446634.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -446690.562500 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -446690.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -446728.937500 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -446728.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -446766.125000 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -446766.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -446806.156250 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -446806.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -446845.187500 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -446845.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -446884.718750 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -446884.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -446925.468750 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -446925.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -446976.281250 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -446976.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -447036.875000 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -447036.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -447100.312500 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -447100.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -447181.906250 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -447181.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -447264.250000 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -447264.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -447355.281250 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -447355.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -447446.000000 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -447446 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -447524.562500 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -447524.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -447627.968750 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -447628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -447714.968750 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -447715 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -447774.906250 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -447774.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -447818.937500 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -447818.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -447845.281250 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -447845.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -447868.031250 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -447868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -447888.250000 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -447888.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -447895.156250 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -447895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -447900.687500 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -447900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -447904.750000 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -447904.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -447906.718750 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -447906.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -447907.250000 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -447907.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -447911.531250 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -447911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -447918.187500 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -447918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -447920.593750 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -447920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -447924.906250 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -447924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -447926.468750 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -447926.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -447926.593750 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -447926.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -447926.593750 Penalty: 2759.392578
	Iteration 39F: 3 clusters Score -447926.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -355183.156250 Penalty: 1345.409668
	Iteration 0F: 2 clusters Score -355183.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -351892.187500 Penalty: 2690.819336
	Iteration 0F: 3 clusters Score -351892.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -352773.687500 Penalty: 2690.819336
	Iteration 1F: 3 clusters Score -352773.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -352976.281250 Penalty: 2690.819336
	Iteration 2F: 3 clusters Score -352976.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -353150.375000 Penalty: 2690.819336
	Iteration 3F: 3 clusters Score -353150.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -353355.062500 Penalty: 2690.819336
	Iteration 4F: 3 clusters Score -353355.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -353564.375000 Penalty: 2690.819336
	Iteration 5F: 3 clusters Score -353564.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -353743.375000 Penalty: 2690.819336
	Iteration 6Q: 3 clusters Score -353743.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -353921.093750 Penalty: 2690.819336
	Iteration 7Q: 3 clusters Score -353921.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -354032.593750 Penalty: 2690.819336
	Iteration 8Q: 3 clusters Score -354032.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -354115.875000 Penalty: 2690.819336
	Iteration 9Q: 3 clusters Score -354115.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -354170.968750 Penalty: 2690.819336
	Iteration 10Q: 3 clusters Score -354171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -354222.625000 Penalty: 2690.819336
	Iteration 11Q: 3 clusters Score -354222.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -354290.031250 Penalty: 2690.819336
	Iteration 12Q: 3 clusters Score -354290 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -354374.437500 Penalty: 2690.819336
	Iteration 13Q: 3 clusters Score -354374.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -354469.406250 Penalty: 2690.819336
	Iteration 14Q: 3 clusters Score -354469.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -354572.250000 Penalty: 2690.819336
	Iteration 15Q: 3 clusters Score -354572.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -354685.968750 Penalty: 2690.819336
	Iteration 16Q: 3 clusters Score -354686 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -354780.125000 Penalty: 2690.819336
	Iteration 17Q: 3 clusters Score -354780.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -354833.750000 Penalty: 2690.819336
	Iteration 18Q: 3 clusters Score -354833.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -354863.156250 Penalty: 2690.819336
	Iteration 19Q: 3 clusters Score -354863.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -354886.500000 Penalty: 2690.819336
	Iteration 20F: 3 clusters Score -354886.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -354907.312500 Penalty: 2690.819336
	Iteration 21Q: 3 clusters Score -354907.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -354922.312500 Penalty: 2690.819336
	Iteration 22Q: 3 clusters Score -354922.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -354942.875000 Penalty: 2690.819336
	Iteration 23Q: 3 clusters Score -354942.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -354966.812500 Penalty: 2690.819336
	Iteration 24Q: 3 clusters Score -354966.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -354981.750000 Penalty: 2690.819336
	Iteration 25Q: 3 clusters Score -354981.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -354992.968750 Penalty: 2690.819336
	Iteration 26Q: 3 clusters Score -354993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -355001.593750 Penalty: 2690.819336
	Iteration 27Q: 3 clusters Score -355001.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -355009.125000 Penalty: 2690.819336
	Iteration 28Q: 3 clusters Score -355009.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -355014.468750 Penalty: 2690.819336
	Iteration 29Q: 3 clusters Score -355014.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -355019.031250 Penalty: 2690.819336
	Iteration 30Q: 3 clusters Score -355019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -355020.593750 Penalty: 2690.819336
	Iteration 31Q: 3 clusters Score -355020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -355021.687500 Penalty: 2690.819336
	Iteration 32Q: 3 clusters Score -355021.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -355023.843750 Penalty: 2690.819336
	Iteration 33Q: 3 clusters Score -355023.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -355025.718750 Penalty: 2690.819336
	Iteration 34Q: 3 clusters Score -355025.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -355026.031250 Penalty: 2690.819336
	Iteration 35Q: 3 clusters Score -355026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -355026.593750 Penalty: 2690.819336
	Iteration 36Q: 3 clusters Score -355026.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -355026.437500 Penalty: 2690.819336
	Iteration 37Q: 3 clusters Score -355026.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -355026.500000 Penalty: 2690.819336
	Iteration 38Q: 3 clusters Score -355026.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -355027.437500 Penalty: 2690.819336
	Iteration 39Q: 3 clusters Score -355027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -355027.781250 Penalty: 2690.819336
	Iteration 40F: 3 clusters Score -355027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -355027.437500 Penalty: 2690.819336
	Iteration 41Q: 3 clusters Score -355027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -355027.437500 Penalty: 2690.819336
	Iteration 42F: 3 clusters Score -355027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Entering Unmasked Estep 
Score: -2623991.500000 Penalty: 1664.682617
	Iteration 0F: 2 clusters Score -2623992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -2605109.500000 Penalty: 3329.365234
	Iteration 0F: 3 clusters Score -2605110 nChanged 12832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2612279.750000 Penalty: 3329.365234
	Iteration 1F: 3 clusters Score -2612280 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2612881.000000 Penalty: 3329.365234
	Iteration 2F: 3 clusters Score -2612881 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2613642.500000 Penalty: 3329.365234
	Iteration 3F: 3 clusters Score -2613642 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2614692.500000 Penalty: 3329.365234
	Iteration 4F: 3 clusters Score -2614692 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2616072.250000 Penalty: 3329.365234
	Iteration 5F: 3 clusters Score -2616072 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2617694.250000 Penalty: 3329.365234
	Iteration 6F: 3 clusters Score -2617694 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2619338.250000 Penalty: 3329.365234
	Iteration 7F: 3 clusters Score -2619338 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2620761.000000 Penalty: 3329.365234
	Iteration 8F: 3 clusters Score -2620761 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2621661.500000 Penalty: 3329.365234
	Iteration 9Q: 3 clusters Score -2621662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2622145.750000 Penalty: 3329.365234
	Iteration 10Q: 3 clusters Score -2622146 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2622424.500000 Penalty: 3329.365234
	Iteration 11Q: 3 clusters Score -2622424 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2622583.000000 Penalty: 3329.365234
	Iteration 12Q: 3 clusters Score -2622583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27148 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2622699.000000 Penalty: 3329.365234
	Iteration 13Q: 3 clusters Score -2622699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2622785.250000 Penalty: 3329.365234
	Iteration 14Q: 3 clusters Score -2622785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2622839.000000 Penalty: 3329.365234
	Iteration 15Q: 3 clusters Score -2622839 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2622892.750000 Penalty: 3329.365234
	Iteration 16Q: 3 clusters Score -2622893 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2622937.250000 Penalty: 3329.365234
	Iteration 17Q: 3 clusters Score -2622937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2622974.000000 Penalty: 3329.365234
	Iteration 18Q: 3 clusters Score -2622974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2622994.250000 Penalty: 3329.365234
	Iteration 19Q: 3 clusters Score -2622994 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2623006.250000 Penalty: 3329.365234
	Iteration 20F: 3 clusters Score -2623006 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2623012.750000 Penalty: 3329.365234
	Iteration 21Q: 3 clusters Score -2623013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2623015.250000 Penalty: 3329.365234
	Iteration 22Q: 3 clusters Score -2623015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2623015.500000 Penalty: 3329.365234
	Iteration 23Q: 3 clusters Score -2623016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2623016.500000 Penalty: 3329.365234
	Iteration 24Q: 3 clusters Score -2623016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2623018.750000 Penalty: 3329.365234
	Iteration 25Q: 3 clusters Score -2623019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2623021.250000 Penalty: 3329.365234
	Iteration 26Q: 3 clusters Score -2623021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2623022.000000 Penalty: 3329.365234
	Iteration 27Q: 3 clusters Score -2623022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2623023.000000 Penalty: 3329.365234
	Iteration 28Q: 3 clusters Score -2623023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -2623027.250000 Penalty: 3329.365234
	Iteration 29Q: 3 clusters Score -2623027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2623028.500000 Penalty: 3329.365234
	Iteration 30Q: 3 clusters Score -2623028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27410 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2623031.500000 Penalty: 3329.365234
	Iteration 31Q: 3 clusters Score -2623032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2623031.750000 Penalty: 3329.365234
	Iteration 32Q: 3 clusters Score -2623032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2623031.750000 Penalty: 3329.365234
	Iteration 33Q: 3 clusters Score -2623032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2623034.000000 Penalty: 3329.365234
	Iteration 34Q: 3 clusters Score -2623034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2623035.000000 Penalty: 3329.365234
	Iteration 35Q: 3 clusters Score -2623035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2623035.000000 Penalty: 3329.365234
	Iteration 36F: 3 clusters Score -2623035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -187594.156250 Penalty: 1264.841553
	Iteration 0F: 2 clusters Score -187594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -185254.734375 Penalty: 2529.683105
	Iteration 0F: 3 clusters Score -185254.7 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -185952.875000 Penalty: 2529.683105
	Iteration 1F: 3 clusters Score -185952.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -186175.000000 Penalty: 2529.683105
	Iteration 2F: 3 clusters Score -186175 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -186306.031250 Penalty: 2529.683105
	Iteration 3F: 3 clusters Score -186306 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -186395.593750 Penalty: 2529.683105
	Iteration 4Q: 3 clusters Score -186395.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -186456.375000 Penalty: 2529.683105
	Iteration 5Q: 3 clusters Score -186456.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -186503.921875 Penalty: 2529.683105
	Iteration 6Q: 3 clusters Score -186503.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -186556.296875 Penalty: 2529.683105
	Iteration 7Q: 3 clusters Score -186556.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186591.828125 Penalty: 2529.683105
	Iteration 8Q: 3 clusters Score -186591.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -186609.453125 Penalty: 2529.683105
	Iteration 9Q: 3 clusters Score -186609.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -186635.703125 Penalty: 2529.683105
	Iteration 10Q: 3 clusters Score -186635.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186659.484375 Penalty: 2529.683105
	Iteration 11Q: 3 clusters Score -186659.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186680.656250 Penalty: 2529.683105
	Iteration 12Q: 3 clusters Score -186680.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186699.531250 Penalty: 2529.683105
	Iteration 13Q: 3 clusters Score -186699.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -186710.515625 Penalty: 2529.683105
	Iteration 14Q: 3 clusters Score -186710.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186714.812500 Penalty: 2529.683105
	Iteration 15Q: 3 clusters Score -186714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -186718.953125 Penalty: 2529.683105
	Iteration 16Q: 3 clusters Score -186719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -186722.281250 Penalty: 2529.683105
	Iteration 17Q: 3 clusters Score -186722.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -186730.390625 Penalty: 2529.683105
	Iteration 18Q: 3 clusters Score -186730.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -186744.937500 Penalty: 2529.683105
	Iteration 19Q: 3 clusters Score -186744.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -186755.984375 Penalty: 2529.683105
	Iteration 20F: 3 clusters Score -186756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186764.453125 Penalty: 2529.683105
	Iteration 21Q: 3 clusters Score -186764.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -186771.656250 Penalty: 2529.683105
	Iteration 22Q: 3 clusters Score -186771.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -186780.031250 Penalty: 2529.683105
	Iteration 23Q: 3 clusters Score -186780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186784.296875 Penalty: 2529.683105
	Iteration 24Q: 3 clusters Score -186784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186787.296875 Penalty: 2529.683105
	Iteration 25Q: 3 clusters Score -186787.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186790.750000 Penalty: 2529.683105
	Iteration 26Q: 3 clusters Score -186790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -186794.906250 Penalty: 2529.683105
	Iteration 27Q: 3 clusters Score -186794.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -186800.390625 Penalty: 2529.683105
	Iteration 28Q: 3 clusters Score -186800.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186804.859375 Penalty: 2529.683105
	Iteration 29Q: 3 clusters Score -186804.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -186816.656250 Penalty: 2529.683105
	Iteration 30Q: 3 clusters Score -186816.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -186831.250000 Penalty: 2529.683105
	Iteration 31Q: 3 clusters Score -186831.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186848.968750 Penalty: 2529.683105
	Iteration 32Q: 3 clusters Score -186849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -186864.953125 Penalty: 2529.683105
	Iteration 33Q: 3 clusters Score -186865 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -186879.593750 Penalty: 2529.683105
	Iteration 34Q: 3 clusters Score -186879.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -186895.828125 Penalty: 2529.683105
	Iteration 35Q: 3 clusters Score -186895.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -186912.265625 Penalty: 2529.683105
	Iteration 36Q: 3 clusters Score -186912.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -186934.875000 Penalty: 2529.683105
	Iteration 37Q: 3 clusters Score -186934.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186948.859375 Penalty: 2529.683105
	Iteration 38Q: 3 clusters Score -186948.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186955.187500 Penalty: 2529.683105
	Iteration 39Q: 3 clusters Score -186955.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -186960.296875 Penalty: 2529.683105
	Iteration 40F: 3 clusters Score -186960.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186965.109375 Penalty: 2529.683105
	Iteration 41Q: 3 clusters Score -186965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186968.875000 Penalty: 2529.683105
	Iteration 42Q: 3 clusters Score -186968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186969.765625 Penalty: 2529.683105
	Iteration 43Q: 3 clusters Score -186969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -186970.593750 Penalty: 2529.683105
	Iteration 44Q: 3 clusters Score -186970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186971.453125 Penalty: 2529.683105
	Iteration 45Q: 3 clusters Score -186971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -186971.625000 Penalty: 2529.683105
	Iteration 46Q: 3 clusters Score -186971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -186972.234375 Penalty: 2529.683105
	Iteration 47Q: 3 clusters Score -186972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -186972.671875 Penalty: 2529.683105
	Iteration 48Q: 3 clusters Score -186972.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -186973.750000 Penalty: 2529.683105
	Iteration 49Q: 3 clusters Score -186973.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -186975.390625 Penalty: 2529.683105
	Iteration 50Q: 3 clusters Score -186975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -186976.562500 Penalty: 2529.683105
	Iteration 51Q: 3 clusters Score -186976.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -186977.062500 Penalty: 2529.683105
	Iteration 52Q: 3 clusters Score -186977.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -186978.859375 Penalty: 2529.683105
	Iteration 53Q: 3 clusters Score -186978.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186979.687500 Penalty: 2529.683105
	Iteration 54Q: 3 clusters Score -186979.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186979.921875 Penalty: 2529.683105
	Iteration 55Q: 3 clusters Score -186979.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186980.828125 Penalty: 2529.683105
	Iteration 56Q: 3 clusters Score -186980.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -186980.828125 Penalty: 2529.683105
	Iteration 57F: 3 clusters Score -186980.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Entering Unmasked Estep 
Score: -355894.937500 Penalty: 1352.072754
	Iteration 0F: 2 clusters Score -355894.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -352498.468750 Penalty: 2704.145508
	Iteration 0F: 3 clusters Score -352498.5 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -353428.062500 Penalty: 2704.145508
	Iteration 1F: 3 clusters Score -353428.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -353711.312500 Penalty: 2704.145508
	Iteration 2F: 3 clusters Score -353711.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -353948.937500 Penalty: 2704.145508
	Iteration 3F: 3 clusters Score -353948.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -354169.562500 Penalty: 2704.145508
	Iteration 4F: 3 clusters Score -354169.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -354353.031250 Penalty: 2704.145508
	Iteration 5F: 3 clusters Score -354353 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -354479.218750 Penalty: 2704.145508
	Iteration 6Q: 3 clusters Score -354479.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -354586.281250 Penalty: 2704.145508
	Iteration 7Q: 3 clusters Score -354586.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -354711.500000 Penalty: 2704.145508
	Iteration 8Q: 3 clusters Score -354711.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -354830.312500 Penalty: 2704.145508
	Iteration 9Q: 3 clusters Score -354830.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -354928.875000 Penalty: 2704.145508
	Iteration 10Q: 3 clusters Score -354928.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -355055.000000 Penalty: 2704.145508
	Iteration 11Q: 3 clusters Score -355055 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -355127.375000 Penalty: 2704.145508
	Iteration 12Q: 3 clusters Score -355127.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -355198.500000 Penalty: 2704.145508
	Iteration 13Q: 3 clusters Score -355198.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -355262.468750 Penalty: 2704.145508
	Iteration 14Q: 3 clusters Score -355262.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -355310.218750 Penalty: 2704.145508
	Iteration 15Q: 3 clusters Score -355310.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -355339.468750 Penalty: 2704.145508
	Iteration 16Q: 3 clusters Score -355339.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -355358.093750 Penalty: 2704.145508
	Iteration 17Q: 3 clusters Score -355358.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -355372.750000 Penalty: 2704.145508
	Iteration 18Q: 3 clusters Score -355372.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -355385.000000 Penalty: 2704.145508
	Iteration 19Q: 3 clusters Score -355385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -355389.687500 Penalty: 2704.145508
	Iteration 20F: 3 clusters Score -355389.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -355393.843750 Penalty: 2704.145508
	Iteration 21Q: 3 clusters Score -355393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -355398.468750 Penalty: 2704.145508
	Iteration 22Q: 3 clusters Score -355398.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -355405.718750 Penalty: 2704.145508
	Iteration 23Q: 3 clusters Score -355405.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -355411.593750 Penalty: 2704.145508
	Iteration 24Q: 3 clusters Score -355411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -355413.937500 Penalty: 2704.145508
	Iteration 25Q: 3 clusters Score -355413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -355417.843750 Penalty: 2704.145508
	Iteration 26Q: 3 clusters Score -355417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -355417.750000 Penalty: 2704.145508
	Iteration 27Q: 3 clusters Score -355417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -355417.687500 Penalty: 2704.145508
	Iteration 28Q: 3 clusters Score -355417.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -355419.812500 Penalty: 2704.145508
	Iteration 29Q: 3 clusters Score -355419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -355420.656250 Penalty: 2704.145508
	Iteration 30Q: 3 clusters Score -355420.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -355422.562500 Penalty: 2704.145508
	Iteration 31Q: 3 clusters Score -355422.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -355423.531250 Penalty: 2704.145508
	Iteration 32Q: 3 clusters Score -355423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -355424.343750 Penalty: 2704.145508
	Iteration 33Q: 3 clusters Score -355424.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -355426.062500 Penalty: 2704.145508
	Iteration 34Q: 3 clusters Score -355426.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -355429.187500 Penalty: 2704.145508
	Iteration 35Q: 3 clusters Score -355429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -355431.093750 Penalty: 2704.145508
	Iteration 36Q: 3 clusters Score -355431.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -355434.250000 Penalty: 2704.145508
	Iteration 37Q: 3 clusters Score -355434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -355436.187500 Penalty: 2704.145508
	Iteration 38Q: 3 clusters Score -355436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -355437.906250 Penalty: 2704.145508
	Iteration 39Q: 3 clusters Score -355437.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -355439.562500 Penalty: 2704.145508
	Iteration 40F: 3 clusters Score -355439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -355441.750000 Penalty: 2704.145508
	Iteration 41Q: 3 clusters Score -355441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -355444.093750 Penalty: 2704.145508
	Iteration 42Q: 3 clusters Score -355444.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -355446.031250 Penalty: 2704.145508
	Iteration 43Q: 3 clusters Score -355446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -355449.281250 Penalty: 2704.145508
	Iteration 44Q: 3 clusters Score -355449.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -355450.531250 Penalty: 2704.145508
	Iteration 45Q: 3 clusters Score -355450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -355451.937500 Penalty: 2704.145508
	Iteration 46Q: 3 clusters Score -355451.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -355454.500000 Penalty: 2704.145508
	Iteration 47Q: 3 clusters Score -355454.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -355456.531250 Penalty: 2704.145508
	Iteration 48Q: 3 clusters Score -355456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -355457.187500 Penalty: 2704.145508
	Iteration 49Q: 3 clusters Score -355457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -355457.187500 Penalty: 2704.145508
	Iteration 50F: 3 clusters Score -355457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -569735.187500 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -569735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -564937.437500 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -564937.4 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -566391.062500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -566391.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -566644.937500 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -566644.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -566858.312500 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -566858.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -567032.437500 Penalty: 2838.208496
	Iteration 4F: 3 clusters Score -567032.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -567239.562500 Penalty: 2838.208496
	Iteration 5F: 3 clusters Score -567239.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -567463.375000 Penalty: 2838.208496
	Iteration 6F: 3 clusters Score -567463.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -567679.062500 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -567679.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -567885.437500 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -567885.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -568063.250000 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -568063.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -568224.437500 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -568224.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -568351.187500 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -568351.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -568458.687500 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -568458.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -568508.812500 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -568508.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -568539.125000 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -568539.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -568571.000000 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -568571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -568582.625000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -568582.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -568589.812500 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -568589.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -568593.937500 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -568593.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -568598.750000 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -568598.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -568604.187500 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -568604.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -568608.562500 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -568608.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -568612.625000 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -568612.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -568616.062500 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -568616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -568619.250000 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -568619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -568620.625000 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -568620.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -568622.500000 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -568622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -568622.500000 Penalty: 2838.208496
	Iteration 27F: 3 clusters Score -568622.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Entering Unmasked Estep 
Score: -845117.312500 Penalty: 1486.452637
	Iteration 0F: 2 clusters Score -845117.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -838377.812500 Penalty: 2972.905273
	Iteration 0F: 3 clusters Score -838377.8 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -840572.625000 Penalty: 2972.905273
	Iteration 1F: 3 clusters Score -840572.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -840952.687500 Penalty: 2972.905273
	Iteration 2F: 3 clusters Score -840952.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -841368.250000 Penalty: 2972.905273
	Iteration 3F: 3 clusters Score -841368.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -841800.562500 Penalty: 2972.905273
	Iteration 4F: 3 clusters Score -841800.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -842199.625000 Penalty: 2972.905273
	Iteration 5F: 3 clusters Score -842199.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -842509.000000 Penalty: 2972.905273
	Iteration 6Q: 3 clusters Score -842509 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -842777.625000 Penalty: 2972.905273
	Iteration 7Q: 3 clusters Score -842777.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -843008.000000 Penalty: 2972.905273
	Iteration 8Q: 3 clusters Score -843008 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -843213.437500 Penalty: 2972.905273
	Iteration 9Q: 3 clusters Score -843213.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -843373.500000 Penalty: 2972.905273
	Iteration 10Q: 3 clusters Score -843373.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -843494.125000 Penalty: 2972.905273
	Iteration 11Q: 3 clusters Score -843494.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -843571.937500 Penalty: 2972.905273
	Iteration 12Q: 3 clusters Score -843571.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -843635.500000 Penalty: 2972.905273
	Iteration 13Q: 3 clusters Score -843635.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -843692.250000 Penalty: 2972.905273
	Iteration 14Q: 3 clusters Score -843692.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -843729.687500 Penalty: 2972.905273
	Iteration 15Q: 3 clusters Score -843729.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -843765.625000 Penalty: 2972.905273
	Iteration 16Q: 3 clusters Score -843765.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -843788.687500 Penalty: 2972.905273
	Iteration 17Q: 3 clusters Score -843788.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -843795.625000 Penalty: 2972.905273
	Iteration 18Q: 3 clusters Score -843795.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -843809.500000 Penalty: 2972.905273
	Iteration 19Q: 3 clusters Score -843809.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -843821.625000 Penalty: 2972.905273
	Iteration 20F: 3 clusters Score -843821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -843832.437500 Penalty: 2972.905273
	Iteration 21Q: 3 clusters Score -843832.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -843840.312500 Penalty: 2972.905273
	Iteration 22Q: 3 clusters Score -843840.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -843848.000000 Penalty: 2972.905273
	Iteration 23Q: 3 clusters Score -843848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -843853.250000 Penalty: 2972.905273
	Iteration 24Q: 3 clusters Score -843853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -843854.687500 Penalty: 2972.905273
	Iteration 25Q: 3 clusters Score -843854.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -843856.375000 Penalty: 2972.905273
	Iteration 26Q: 3 clusters Score -843856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -843860.562500 Penalty: 2972.905273
	Iteration 27Q: 3 clusters Score -843860.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -843862.437500 Penalty: 2972.905273
	Iteration 28Q: 3 clusters Score -843862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -843863.687500 Penalty: 2972.905273
	Iteration 29Q: 3 clusters Score -843863.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -843864.687500 Penalty: 2972.905273
	Iteration 30Q: 3 clusters Score -843864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -843864.687500 Penalty: 2972.905273
	Iteration 31F: 3 clusters Score -843864.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Entering Unmasked Estep 
Score: -835975.812500 Penalty: 1479.992065
	Iteration 0F: 2 clusters Score -835975.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -829368.937500 Penalty: 2959.984131
	Iteration 0F: 3 clusters Score -829368.9 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -831393.687500 Penalty: 2959.984131
	Iteration 1F: 3 clusters Score -831393.7 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -831639.750000 Penalty: 2959.984131
	Iteration 2F: 3 clusters Score -831639.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -831846.625000 Penalty: 2959.984131
	Iteration 3F: 3 clusters Score -831846.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -832062.312500 Penalty: 2959.984131
	Iteration 4Q: 3 clusters Score -832062.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -832289.875000 Penalty: 2959.984131
	Iteration 5Q: 3 clusters Score -832289.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -832525.187500 Penalty: 2959.984131
	Iteration 6Q: 3 clusters Score -832525.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -832748.375000 Penalty: 2959.984131
	Iteration 7Q: 3 clusters Score -832748.4 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -832984.187500 Penalty: 2959.984131
	Iteration 8Q: 3 clusters Score -832984.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -833218.062500 Penalty: 2959.984131
	Iteration 9Q: 3 clusters Score -833218.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -833441.812500 Penalty: 2959.984131
	Iteration 10Q: 3 clusters Score -833441.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -833635.437500 Penalty: 2959.984131
	Iteration 11Q: 3 clusters Score -833635.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -833790.187500 Penalty: 2959.984131
	Iteration 12Q: 3 clusters Score -833790.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -833898.000000 Penalty: 2959.984131
	Iteration 13Q: 3 clusters Score -833898 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -833989.625000 Penalty: 2959.984131
	Iteration 14Q: 3 clusters Score -833989.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -834062.687500 Penalty: 2959.984131
	Iteration 15Q: 3 clusters Score -834062.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -834133.000000 Penalty: 2959.984131
	Iteration 16Q: 3 clusters Score -834133 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -834192.562500 Penalty: 2959.984131
	Iteration 17Q: 3 clusters Score -834192.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -834238.375000 Penalty: 2959.984131
	Iteration 18Q: 3 clusters Score -834238.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -834292.875000 Penalty: 2959.984131
	Iteration 19Q: 3 clusters Score -834292.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -834354.250000 Penalty: 2959.984131
	Iteration 20F: 3 clusters Score -834354.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -834410.312500 Penalty: 2959.984131
	Iteration 21Q: 3 clusters Score -834410.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -834475.812500 Penalty: 2959.984131
	Iteration 22Q: 3 clusters Score -834475.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -834542.812500 Penalty: 2959.984131
	Iteration 23Q: 3 clusters Score -834542.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -834598.312500 Penalty: 2959.984131
	Iteration 24Q: 3 clusters Score -834598.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -834646.000000 Penalty: 2959.984131
	Iteration 25Q: 3 clusters Score -834646 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -834686.687500 Penalty: 2959.984131
	Iteration 26Q: 3 clusters Score -834686.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -834724.312500 Penalty: 2959.984131
	Iteration 27Q: 3 clusters Score -834724.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -834763.625000 Penalty: 2959.984131
	Iteration 28Q: 3 clusters Score -834763.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -834792.312500 Penalty: 2959.984131
	Iteration 29Q: 3 clusters Score -834792.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -834814.000000 Penalty: 2959.984131
	Iteration 30Q: 3 clusters Score -834814 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -834831.312500 Penalty: 2959.984131
	Iteration 31Q: 3 clusters Score -834831.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -834848.750000 Penalty: 2959.984131
	Iteration 32Q: 3 clusters Score -834848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -834861.250000 Penalty: 2959.984131
	Iteration 33Q: 3 clusters Score -834861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -834872.562500 Penalty: 2959.984131
	Iteration 34Q: 3 clusters Score -834872.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -834883.625000 Penalty: 2959.984131
	Iteration 35Q: 3 clusters Score -834883.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -834891.750000 Penalty: 2959.984131
	Iteration 36Q: 3 clusters Score -834891.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -834898.062500 Penalty: 2959.984131
	Iteration 37Q: 3 clusters Score -834898.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -834903.937500 Penalty: 2959.984131
	Iteration 38Q: 3 clusters Score -834903.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -834907.625000 Penalty: 2959.984131
	Iteration 39Q: 3 clusters Score -834907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -834909.062500 Penalty: 2959.984131
	Iteration 40F: 3 clusters Score -834909.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -834916.250000 Penalty: 2959.984131
	Iteration 41Q: 3 clusters Score -834916.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -834919.312500 Penalty: 2959.984131
	Iteration 42Q: 3 clusters Score -834919.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -834925.187500 Penalty: 2959.984131
	Iteration 43Q: 3 clusters Score -834925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -834930.562500 Penalty: 2959.984131
	Iteration 44Q: 3 clusters Score -834930.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -834935.125000 Penalty: 2959.984131
	Iteration 45Q: 3 clusters Score -834935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -834936.375000 Penalty: 2959.984131
	Iteration 46Q: 3 clusters Score -834936.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -834941.750000 Penalty: 2959.984131
	Iteration 47Q: 3 clusters Score -834941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -834946.125000 Penalty: 2959.984131
	Iteration 48Q: 3 clusters Score -834946.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -834948.250000 Penalty: 2959.984131
	Iteration 49Q: 3 clusters Score -834948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -834952.875000 Penalty: 2959.984131
	Iteration 50Q: 3 clusters Score -834952.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -834955.250000 Penalty: 2959.984131
	Iteration 51Q: 3 clusters Score -834955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -834956.437500 Penalty: 2959.984131
	Iteration 52Q: 3 clusters Score -834956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -834957.437500 Penalty: 2959.984131
	Iteration 53Q: 3 clusters Score -834957.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -834956.562500 Penalty: 2959.984131
	Iteration 54Q: 3 clusters Score -834956.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -834959.437500 Penalty: 2959.984131
	Iteration 55Q: 3 clusters Score -834959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -834960.062500 Penalty: 2959.984131
	Iteration 56Q: 3 clusters Score -834960.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -834960.062500 Penalty: 2959.984131
	Iteration 57F: 3 clusters Score -834960.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Entering Unmasked Estep 
Score: -2858011.500000 Penalty: 1684.923706
	Iteration 0F: 2 clusters Score -2858012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2836492.250000 Penalty: 3369.847412
	Iteration 0F: 3 clusters Score -2836492 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2844502.750000 Penalty: 3369.847412
	Iteration 1F: 3 clusters Score -2844503 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2844914.750000 Penalty: 3369.847412
	Iteration 2Q: 3 clusters Score -2844915 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2845298.500000 Penalty: 3369.847412
	Iteration 3Q: 3 clusters Score -2845298 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2845729.750000 Penalty: 3369.847412
	Iteration 4Q: 3 clusters Score -2845730 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2846223.250000 Penalty: 3369.847412
	Iteration 5Q: 3 clusters Score -2846223 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2846719.000000 Penalty: 3369.847412
	Iteration 6Q: 3 clusters Score -2846719 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2847291.500000 Penalty: 3369.847412
	Iteration 7Q: 3 clusters Score -2847292 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2848069.500000 Penalty: 3369.847412
	Iteration 8Q: 3 clusters Score -2848070 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2849097.750000 Penalty: 3369.847412
	Iteration 9F: 3 clusters Score -2849098 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2850466.750000 Penalty: 3369.847412
	Iteration 10F: 3 clusters Score -2850467 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -2852159.500000 Penalty: 3369.847412
	Iteration 11F: 3 clusters Score -2852160 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -2853825.000000 Penalty: 3369.847412
	Iteration 12F: 3 clusters Score -2853825 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 30108 members 
Entering Unmasked Estep 
Score: -2855127.000000 Penalty: 3369.847412
	Iteration 13Q: 3 clusters Score -2855127 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 30916 members 
Entering Unmasked Estep 
Score: -2855857.000000 Penalty: 3369.847412
	Iteration 14Q: 3 clusters Score -2855857 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -2856167.750000 Penalty: 3369.847412
	Iteration 15Q: 3 clusters Score -2856168 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -2856320.250000 Penalty: 3369.847412
	Iteration 16Q: 3 clusters Score -2856320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -2856395.750000 Penalty: 3369.847412
	Iteration 17Q: 3 clusters Score -2856396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -2856441.250000 Penalty: 3369.847412
	Iteration 18Q: 3 clusters Score -2856441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -2856473.250000 Penalty: 3369.847412
	Iteration 19Q: 3 clusters Score -2856473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -2856490.000000 Penalty: 3369.847412
	Iteration 20F: 3 clusters Score -2856490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -2856495.750000 Penalty: 3369.847412
	Iteration 21Q: 3 clusters Score -2856496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -2856498.750000 Penalty: 3369.847412
	Iteration 22Q: 3 clusters Score -2856499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31617 members 
Entering Unmasked Estep 
Score: -2856501.500000 Penalty: 3369.847412
	Iteration 23Q: 3 clusters Score -2856502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -2856504.750000 Penalty: 3369.847412
	Iteration 24Q: 3 clusters Score -2856505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -2856506.500000 Penalty: 3369.847412
	Iteration 25Q: 3 clusters Score -2856506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -2856508.000000 Penalty: 3369.847412
	Iteration 26Q: 3 clusters Score -2856508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -2856513.250000 Penalty: 3369.847412
	Iteration 27Q: 3 clusters Score -2856513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -2856523.750000 Penalty: 3369.847412
	Iteration 28Q: 3 clusters Score -2856524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -2856521.750000 Penalty: 3369.847412
	Iteration 29Q: 3 clusters Score -2856522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -2856522.750000 Penalty: 3369.847412
	Iteration 30Q: 3 clusters Score -2856523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -2856522.750000 Penalty: 3369.847412
	Iteration 31F: 3 clusters Score -2856523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Entering Unmasked Estep 
Score: -1623496.750000 Penalty: 1591.607666
	Iteration 0F: 2 clusters Score -1623497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1611218.500000 Penalty: 3183.215332
	Iteration 0F: 3 clusters Score -1611218 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1615668.000000 Penalty: 3183.215332
	Iteration 1F: 3 clusters Score -1615668 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1615979.750000 Penalty: 3183.215332
	Iteration 2Q: 3 clusters Score -1615980 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1616260.875000 Penalty: 3183.215332
	Iteration 3Q: 3 clusters Score -1616261 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1616568.000000 Penalty: 3183.215332
	Iteration 4Q: 3 clusters Score -1616568 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1616882.750000 Penalty: 3183.215332
	Iteration 5Q: 3 clusters Score -1616883 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1617213.125000 Penalty: 3183.215332
	Iteration 6Q: 3 clusters Score -1617213 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1617604.000000 Penalty: 3183.215332
	Iteration 7Q: 3 clusters Score -1617604 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1618062.750000 Penalty: 3183.215332
	Iteration 8Q: 3 clusters Score -1618063 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1618598.250000 Penalty: 3183.215332
	Iteration 9Q: 3 clusters Score -1618598 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1619196.125000 Penalty: 3183.215332
	Iteration 10Q: 3 clusters Score -1619196 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1619815.250000 Penalty: 3183.215332
	Iteration 11Q: 3 clusters Score -1619815 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1620398.625000 Penalty: 3183.215332
	Iteration 12Q: 3 clusters Score -1620399 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1620870.000000 Penalty: 3183.215332
	Iteration 13Q: 3 clusters Score -1620870 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1621214.000000 Penalty: 3183.215332
	Iteration 14Q: 3 clusters Score -1621214 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1621444.500000 Penalty: 3183.215332
	Iteration 15Q: 3 clusters Score -1621444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1621596.125000 Penalty: 3183.215332
	Iteration 16Q: 3 clusters Score -1621596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1621720.250000 Penalty: 3183.215332
	Iteration 17Q: 3 clusters Score -1621720 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1621818.250000 Penalty: 3183.215332
	Iteration 18Q: 3 clusters Score -1621818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1621880.125000 Penalty: 3183.215332
	Iteration 19Q: 3 clusters Score -1621880 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1621920.750000 Penalty: 3183.215332
	Iteration 20F: 3 clusters Score -1621921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1621965.375000 Penalty: 3183.215332
	Iteration 21Q: 3 clusters Score -1621965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1621999.625000 Penalty: 3183.215332
	Iteration 22Q: 3 clusters Score -1622000 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1622030.875000 Penalty: 3183.215332
	Iteration 23Q: 3 clusters Score -1622031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1622062.500000 Penalty: 3183.215332
	Iteration 24Q: 3 clusters Score -1622062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1622091.625000 Penalty: 3183.215332
	Iteration 25Q: 3 clusters Score -1622092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1622120.750000 Penalty: 3183.215332
	Iteration 26Q: 3 clusters Score -1622121 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1622142.625000 Penalty: 3183.215332
	Iteration 27Q: 3 clusters Score -1622143 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1622157.375000 Penalty: 3183.215332
	Iteration 28Q: 3 clusters Score -1622157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1622170.125000 Penalty: 3183.215332
	Iteration 29Q: 3 clusters Score -1622170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1622177.625000 Penalty: 3183.215332
	Iteration 30Q: 3 clusters Score -1622178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1622182.750000 Penalty: 3183.215332
	Iteration 31Q: 3 clusters Score -1622183 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1622188.500000 Penalty: 3183.215332
	Iteration 32Q: 3 clusters Score -1622188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1622196.125000 Penalty: 3183.215332
	Iteration 33Q: 3 clusters Score -1622196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1622200.625000 Penalty: 3183.215332
	Iteration 34Q: 3 clusters Score -1622201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1622205.375000 Penalty: 3183.215332
	Iteration 35Q: 3 clusters Score -1622205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1622212.750000 Penalty: 3183.215332
	Iteration 36Q: 3 clusters Score -1622213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1622216.250000 Penalty: 3183.215332
	Iteration 37Q: 3 clusters Score -1622216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1622218.500000 Penalty: 3183.215332
	Iteration 38Q: 3 clusters Score -1622218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1622220.625000 Penalty: 3183.215332
	Iteration 39Q: 3 clusters Score -1622221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1622226.625000 Penalty: 3183.215332
	Iteration 40F: 3 clusters Score -1622227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1622227.750000 Penalty: 3183.215332
	Iteration 41Q: 3 clusters Score -1622228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1622230.625000 Penalty: 3183.215332
	Iteration 42Q: 3 clusters Score -1622231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1622234.500000 Penalty: 3183.215332
	Iteration 43Q: 3 clusters Score -1622234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1622235.000000 Penalty: 3183.215332
	Iteration 44Q: 3 clusters Score -1622235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1622235.375000 Penalty: 3183.215332
	Iteration 45Q: 3 clusters Score -1622235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1622237.375000 Penalty: 3183.215332
	Iteration 46Q: 3 clusters Score -1622237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1622240.125000 Penalty: 3183.215332
	Iteration 47Q: 3 clusters Score -1622240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1622241.250000 Penalty: 3183.215332
	Iteration 48Q: 3 clusters Score -1622241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1622242.375000 Penalty: 3183.215332
	Iteration 49Q: 3 clusters Score -1622242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1622241.000000 Penalty: 3183.215332
	Iteration 50Q: 3 clusters Score -1622241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1622243.125000 Penalty: 3183.215332
	Iteration 51Q: 3 clusters Score -1622243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1622241.875000 Penalty: 3183.215332
	Iteration 52Q: 3 clusters Score -1622242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1622241.750000 Penalty: 3183.215332
	Iteration 53Q: 3 clusters Score -1622242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1622242.750000 Penalty: 3183.215332
	Iteration 54Q: 3 clusters Score -1622243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1622242.875000 Penalty: 3183.215332
	Iteration 55Q: 3 clusters Score -1622243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1622244.500000 Penalty: 3183.215332
	Iteration 56Q: 3 clusters Score -1622244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1622243.375000 Penalty: 3183.215332
	Iteration 57Q: 3 clusters Score -1622243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1622243.375000 Penalty: 3183.215332
	Iteration 58F: 3 clusters Score -1622243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -97920.695312 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -97920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -96385.921875 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -96385.92 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -96793.007812 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -96793.01 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96933.453125 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -96933.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -96988.859375 Penalty: 2323.978027
	Iteration 3Q: 3 clusters Score -96988.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -97039.000000 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -97039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -97070.531250 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -97070.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -97094.828125 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -97094.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97116.906250 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -97116.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97127.062500 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -97127.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97135.585938 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -97135.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -97149.125000 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -97149.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -97161.132812 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -97161.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -97171.898438 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -97171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -97179.734375 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -97179.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -97186.242188 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -97186.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -97197.210938 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -97197.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -97205.523438 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -97205.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -97210.578125 Penalty: 2323.978027
	Iteration 17Q: 3 clusters Score -97210.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -97213.062500 Penalty: 2323.978027
	Iteration 18Q: 3 clusters Score -97213.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -97216.132812 Penalty: 2323.978027
	Iteration 19Q: 3 clusters Score -97216.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -97217.390625 Penalty: 2323.978027
	Iteration 20F: 3 clusters Score -97217.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -97217.953125 Penalty: 2323.978027
	Iteration 21Q: 3 clusters Score -97217.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97218.070312 Penalty: 2323.978027
	Iteration 22Q: 3 clusters Score -97218.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -97218.070312 Penalty: 2323.978027
	Iteration 23F: 3 clusters Score -97218.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -432038.812500 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -432038.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -428175.250000 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -428175.2 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -429311.562500 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -429311.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -429547.687500 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -429547.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -429779.968750 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -429780 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -429978.500000 Penalty: 2758.054443
	Iteration 4F: 3 clusters Score -429978.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -430194.031250 Penalty: 2758.054443
	Iteration 5F: 3 clusters Score -430194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -430440.062500 Penalty: 2758.054443
	Iteration 6F: 3 clusters Score -430440.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -430713.281250 Penalty: 2758.054443
	Iteration 7F: 3 clusters Score -430713.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -430979.937500 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -430979.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -431225.343750 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -431225.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -431361.718750 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -431361.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -431425.000000 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -431425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -431460.125000 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -431460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -431482.343750 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -431482.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -431493.250000 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -431493.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -431500.656250 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -431500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -431500.718750 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -431500.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -431501.531250 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -431501.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -431501.843750 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -431501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -431501.843750 Penalty: 2758.054443
	Iteration 19F: 3 clusters Score -431501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Entering Unmasked Estep 
Score: -527867.000000 Penalty: 1411.380127
	Iteration 0F: 2 clusters Score -527867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -523366.812500 Penalty: 2822.760254
	Iteration 0F: 3 clusters Score -523366.8 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -524702.062500 Penalty: 2822.760254
	Iteration 1F: 3 clusters Score -524702.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -524990.250000 Penalty: 2822.760254
	Iteration 2F: 3 clusters Score -524990.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -525262.625000 Penalty: 2822.760254
	Iteration 3F: 3 clusters Score -525262.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -525534.812500 Penalty: 2822.760254
	Iteration 4F: 3 clusters Score -525534.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -525748.375000 Penalty: 2822.760254
	Iteration 5F: 3 clusters Score -525748.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -525934.812500 Penalty: 2822.760254
	Iteration 6Q: 3 clusters Score -525934.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -526099.812500 Penalty: 2822.760254
	Iteration 7Q: 3 clusters Score -526099.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -526244.625000 Penalty: 2822.760254
	Iteration 8Q: 3 clusters Score -526244.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -526367.937500 Penalty: 2822.760254
	Iteration 9Q: 3 clusters Score -526367.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -526459.312500 Penalty: 2822.760254
	Iteration 10Q: 3 clusters Score -526459.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -526533.437500 Penalty: 2822.760254
	Iteration 11Q: 3 clusters Score -526533.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -526581.437500 Penalty: 2822.760254
	Iteration 12Q: 3 clusters Score -526581.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -526620.000000 Penalty: 2822.760254
	Iteration 13Q: 3 clusters Score -526620 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -526665.437500 Penalty: 2822.760254
	Iteration 14Q: 3 clusters Score -526665.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -526708.625000 Penalty: 2822.760254
	Iteration 15Q: 3 clusters Score -526708.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -526744.625000 Penalty: 2822.760254
	Iteration 16Q: 3 clusters Score -526744.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -526774.875000 Penalty: 2822.760254
	Iteration 17Q: 3 clusters Score -526774.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -526801.437500 Penalty: 2822.760254
	Iteration 18Q: 3 clusters Score -526801.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -526829.187500 Penalty: 2822.760254
	Iteration 19Q: 3 clusters Score -526829.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -526851.375000 Penalty: 2822.760254
	Iteration 20F: 3 clusters Score -526851.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -526868.562500 Penalty: 2822.760254
	Iteration 21Q: 3 clusters Score -526868.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -526884.687500 Penalty: 2822.760254
	Iteration 22Q: 3 clusters Score -526884.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -526897.625000 Penalty: 2822.760254
	Iteration 23Q: 3 clusters Score -526897.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -526909.312500 Penalty: 2822.760254
	Iteration 24Q: 3 clusters Score -526909.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -526921.812500 Penalty: 2822.760254
	Iteration 25Q: 3 clusters Score -526921.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -526933.187500 Penalty: 2822.760254
	Iteration 26Q: 3 clusters Score -526933.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -526942.562500 Penalty: 2822.760254
	Iteration 27Q: 3 clusters Score -526942.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -526954.000000 Penalty: 2822.760254
	Iteration 28Q: 3 clusters Score -526954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -526964.062500 Penalty: 2822.760254
	Iteration 29Q: 3 clusters Score -526964.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -526976.500000 Penalty: 2822.760254
	Iteration 30Q: 3 clusters Score -526976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -526991.250000 Penalty: 2822.760254
	Iteration 31Q: 3 clusters Score -526991.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -527001.875000 Penalty: 2822.760254
	Iteration 32Q: 3 clusters Score -527001.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -527009.812500 Penalty: 2822.760254
	Iteration 33Q: 3 clusters Score -527009.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -527017.812500 Penalty: 2822.760254
	Iteration 34Q: 3 clusters Score -527017.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -527023.375000 Penalty: 2822.760254
	Iteration 35Q: 3 clusters Score -527023.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -527028.875000 Penalty: 2822.760254
	Iteration 36Q: 3 clusters Score -527028.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -527034.500000 Penalty: 2822.760254
	Iteration 37Q: 3 clusters Score -527034.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -527041.187500 Penalty: 2822.760254
	Iteration 38Q: 3 clusters Score -527041.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -527048.625000 Penalty: 2822.760254
	Iteration 39Q: 3 clusters Score -527048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -527055.750000 Penalty: 2822.760254
	Iteration 40F: 3 clusters Score -527055.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -527060.375000 Penalty: 2822.760254
	Iteration 41Q: 3 clusters Score -527060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -527063.500000 Penalty: 2822.760254
	Iteration 42Q: 3 clusters Score -527063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -527066.437500 Penalty: 2822.760254
	Iteration 43Q: 3 clusters Score -527066.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -527069.125000 Penalty: 2822.760254
	Iteration 44Q: 3 clusters Score -527069.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -527070.250000 Penalty: 2822.760254
	Iteration 45Q: 3 clusters Score -527070.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -527073.250000 Penalty: 2822.760254
	Iteration 46Q: 3 clusters Score -527073.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -527078.312500 Penalty: 2822.760254
	Iteration 47Q: 3 clusters Score -527078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -527079.750000 Penalty: 2822.760254
	Iteration 48Q: 3 clusters Score -527079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -527081.062500 Penalty: 2822.760254
	Iteration 49Q: 3 clusters Score -527081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -527082.875000 Penalty: 2822.760254
	Iteration 50Q: 3 clusters Score -527082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -527086.187500 Penalty: 2822.760254
	Iteration 51Q: 3 clusters Score -527086.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -527089.625000 Penalty: 2822.760254
	Iteration 52Q: 3 clusters Score -527089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -527093.125000 Penalty: 2822.760254
	Iteration 53Q: 3 clusters Score -527093.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -527094.125000 Penalty: 2822.760254
	Iteration 54Q: 3 clusters Score -527094.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -527094.937500 Penalty: 2822.760254
	Iteration 55Q: 3 clusters Score -527094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -527095.562500 Penalty: 2822.760254
	Iteration 56Q: 3 clusters Score -527095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -527095.562500 Penalty: 2822.760254
	Iteration 57F: 3 clusters Score -527095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Entering Unmasked Estep 
Score: -472689.406250 Penalty: 1400.121582
	Iteration 0F: 2 clusters Score -472689.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -468444.937500 Penalty: 2800.243164
	Iteration 0F: 3 clusters Score -468444.9 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -469854.281250 Penalty: 2800.243164
	Iteration 1F: 3 clusters Score -469854.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -470163.750000 Penalty: 2800.243164
	Iteration 2F: 3 clusters Score -470163.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -470417.781250 Penalty: 2800.243164
	Iteration 3F: 3 clusters Score -470417.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -470680.000000 Penalty: 2800.243164
	Iteration 4F: 3 clusters Score -470680 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -470943.250000 Penalty: 2800.243164
	Iteration 5F: 3 clusters Score -470943.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -471262.875000 Penalty: 2800.243164
	Iteration 6F: 3 clusters Score -471262.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -471540.343750 Penalty: 2800.243164
	Iteration 7F: 3 clusters Score -471540.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -471751.937500 Penalty: 2800.243164
	Iteration 8Q: 3 clusters Score -471751.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -471887.187500 Penalty: 2800.243164
	Iteration 9Q: 3 clusters Score -471887.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -471969.562500 Penalty: 2800.243164
	Iteration 10Q: 3 clusters Score -471969.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -472022.093750 Penalty: 2800.243164
	Iteration 11Q: 3 clusters Score -472022.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -472049.156250 Penalty: 2800.243164
	Iteration 12Q: 3 clusters Score -472049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -472061.375000 Penalty: 2800.243164
	Iteration 13Q: 3 clusters Score -472061.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -472068.750000 Penalty: 2800.243164
	Iteration 14Q: 3 clusters Score -472068.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -472073.156250 Penalty: 2800.243164
	Iteration 15Q: 3 clusters Score -472073.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -472079.125000 Penalty: 2800.243164
	Iteration 16Q: 3 clusters Score -472079.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -472081.750000 Penalty: 2800.243164
	Iteration 17Q: 3 clusters Score -472081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -472083.062500 Penalty: 2800.243164
	Iteration 18Q: 3 clusters Score -472083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -472085.906250 Penalty: 2800.243164
	Iteration 19Q: 3 clusters Score -472085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -472086.812500 Penalty: 2800.243164
	Iteration 20F: 3 clusters Score -472086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69533 members 
Entering Unmasked Estep 
Score: -6449919.000000 Penalty: 1811.802979
	Iteration 0F: 2 clusters Score -6449919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6403650.000000 Penalty: 3623.605957
	Iteration 0F: 3 clusters Score -6403650 nChanged 33189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -6423197.500000 Penalty: 3623.605957
	Iteration 1F: 3 clusters Score -6423198 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -6424089.500000 Penalty: 3623.605957
	Iteration 2Q: 3 clusters Score -6424090 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -6425228.500000 Penalty: 3623.605957
	Iteration 3Q: 3 clusters Score -6425228 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -6427031.500000 Penalty: 3623.605957
	Iteration 4F: 3 clusters Score -6427032 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 47067 members 
Entering Unmasked Estep 
Score: -6429797.000000 Penalty: 3623.605957
	Iteration 5F: 3 clusters Score -6429797 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 51898 members 
Entering Unmasked Estep 
Score: -6433717.500000 Penalty: 3623.605957
	Iteration 6F: 3 clusters Score -6433718 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -6438319.500000 Penalty: 3623.605957
	Iteration 7F: 3 clusters Score -6438320 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -6442303.000000 Penalty: 3623.605957
	Iteration 8F: 3 clusters Score -6442303 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -6444866.000000 Penalty: 3623.605957
	Iteration 9Q: 3 clusters Score -6444866 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -6446277.500000 Penalty: 3623.605957
	Iteration 10Q: 3 clusters Score -6446278 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 66202 members 
Entering Unmasked Estep 
Score: -6447022.000000 Penalty: 3623.605957
	Iteration 11Q: 3 clusters Score -6447022 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 66887 members 
Entering Unmasked Estep 
Score: -6447474.000000 Penalty: 3623.605957
	Iteration 12Q: 3 clusters Score -6447474 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 67396 members 
Entering Unmasked Estep 
Score: -6447775.500000 Penalty: 3623.605957
	Iteration 13Q: 3 clusters Score -6447776 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -6448014.000000 Penalty: 3623.605957
	Iteration 14Q: 3 clusters Score -6448014 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -6448145.000000 Penalty: 3623.605957
	Iteration 15Q: 3 clusters Score -6448145 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 68223 members 
Entering Unmasked Estep 
Score: -6448251.000000 Penalty: 3623.605957
	Iteration 16Q: 3 clusters Score -6448251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 68345 members 
Entering Unmasked Estep 
Score: -6448307.500000 Penalty: 3623.605957
	Iteration 17Q: 3 clusters Score -6448308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -6448337.000000 Penalty: 3623.605957
	Iteration 18Q: 3 clusters Score -6448337 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 68513 members 
Entering Unmasked Estep 
Score: -6448372.500000 Penalty: 3623.605957
	Iteration 19Q: 3 clusters Score -6448372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 68565 members 
Entering Unmasked Estep 
Score: -6448405.000000 Penalty: 3623.605957
	Iteration 20F: 3 clusters Score -6448405 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 68597 members 
Entering Unmasked Estep 
Score: -6448422.000000 Penalty: 3623.605957
	Iteration 21Q: 3 clusters Score -6448422 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -6448437.500000 Penalty: 3623.605957
	Iteration 22Q: 3 clusters Score -6448438 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 68665 members 
Entering Unmasked Estep 
Score: -6448451.500000 Penalty: 3623.605957
	Iteration 23Q: 3 clusters Score -6448452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -6448458.500000 Penalty: 3623.605957
	Iteration 24Q: 3 clusters Score -6448458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 68700 members 
Entering Unmasked Estep 
Score: -6448470.500000 Penalty: 3623.605957
	Iteration 25Q: 3 clusters Score -6448470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 68712 members 
Entering Unmasked Estep 
Score: -6448491.500000 Penalty: 3623.605957
	Iteration 26Q: 3 clusters Score -6448492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -6448496.000000 Penalty: 3623.605957
	Iteration 27Q: 3 clusters Score -6448496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 68735 members 
Entering Unmasked Estep 
Score: -6448498.000000 Penalty: 3623.605957
	Iteration 28Q: 3 clusters Score -6448498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 68744 members 
Entering Unmasked Estep 
Score: -6448499.000000 Penalty: 3623.605957
	Iteration 29Q: 3 clusters Score -6448499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 68751 members 
Entering Unmasked Estep 
Score: -6448500.000000 Penalty: 3623.605957
	Iteration 30Q: 3 clusters Score -6448500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 68757 members 
Entering Unmasked Estep 
Score: -6448504.000000 Penalty: 3623.605957
	Iteration 31Q: 3 clusters Score -6448504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -6448506.000000 Penalty: 3623.605957
	Iteration 32Q: 3 clusters Score -6448506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 68765 members 
Entering Unmasked Estep 
Score: -6448505.500000 Penalty: 3623.605957
	Iteration 33Q: 3 clusters Score -6448506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 68768 members 
Entering Unmasked Estep 
Score: -6448504.500000 Penalty: 3623.605957
	Iteration 34Q: 3 clusters Score -6448504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
Score: -6448499.000000 Penalty: 3623.605957
	Iteration 35Q: 3 clusters Score -6448499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 68772 members 
Entering Unmasked Estep 
Score: -6448506.000000 Penalty: 3623.605957
	Iteration 36Q: 3 clusters Score -6448506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 68773 members 
Entering Unmasked Estep 
Score: -6448511.000000 Penalty: 3623.605957
	Iteration 37Q: 3 clusters Score -6448511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 68774 members 
Entering Unmasked Estep 
Score: -6448508.500000 Penalty: 3623.605957
	Iteration 38Q: 3 clusters Score -6448508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -6448506.500000 Penalty: 3623.605957
	Iteration 39Q: 3 clusters Score -6448506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 68775 members 
Entering Unmasked Estep 
Score: -6448506.500000 Penalty: 3623.605957
	Iteration 40F: 3 clusters Score -6448506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Entering Unmasked Estep 
Score: -1967534.875000 Penalty: 1623.551514
	Iteration 0F: 2 clusters Score -1967535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1952666.625000 Penalty: 3247.103027
	Iteration 0F: 3 clusters Score -1952667 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1957962.625000 Penalty: 3247.103027
	Iteration 1F: 3 clusters Score -1957963 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1958321.875000 Penalty: 3247.103027
	Iteration 2Q: 3 clusters Score -1958322 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1958669.500000 Penalty: 3247.103027
	Iteration 3Q: 3 clusters Score -1958670 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1958994.375000 Penalty: 3247.103027
	Iteration 4Q: 3 clusters Score -1958994 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1959259.250000 Penalty: 3247.103027
	Iteration 5Q: 3 clusters Score -1959259 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1959536.750000 Penalty: 3247.103027
	Iteration 6Q: 3 clusters Score -1959537 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1959871.500000 Penalty: 3247.103027
	Iteration 7Q: 3 clusters Score -1959872 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1960262.250000 Penalty: 3247.103027
	Iteration 8Q: 3 clusters Score -1960262 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1960752.500000 Penalty: 3247.103027
	Iteration 9Q: 3 clusters Score -1960752 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1961352.250000 Penalty: 3247.103027
	Iteration 10Q: 3 clusters Score -1961352 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1962068.875000 Penalty: 3247.103027
	Iteration 11Q: 3 clusters Score -1962069 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1962931.375000 Penalty: 3247.103027
	Iteration 12F: 3 clusters Score -1962931 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1963711.500000 Penalty: 3247.103027
	Iteration 13Q: 3 clusters Score -1963712 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1964266.375000 Penalty: 3247.103027
	Iteration 14Q: 3 clusters Score -1964266 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1964710.500000 Penalty: 3247.103027
	Iteration 15Q: 3 clusters Score -1964710 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1965069.625000 Penalty: 3247.103027
	Iteration 16Q: 3 clusters Score -1965070 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1965368.375000 Penalty: 3247.103027
	Iteration 17Q: 3 clusters Score -1965368 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1965608.250000 Penalty: 3247.103027
	Iteration 18Q: 3 clusters Score -1965608 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1965789.250000 Penalty: 3247.103027
	Iteration 19Q: 3 clusters Score -1965789 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1965914.250000 Penalty: 3247.103027
	Iteration 20F: 3 clusters Score -1965914 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1966007.750000 Penalty: 3247.103027
	Iteration 21Q: 3 clusters Score -1966008 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1966062.625000 Penalty: 3247.103027
	Iteration 22Q: 3 clusters Score -1966063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1966098.750000 Penalty: 3247.103027
	Iteration 23Q: 3 clusters Score -1966099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1966134.250000 Penalty: 3247.103027
	Iteration 24Q: 3 clusters Score -1966134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1966156.875000 Penalty: 3247.103027
	Iteration 25Q: 3 clusters Score -1966157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1966182.375000 Penalty: 3247.103027
	Iteration 26Q: 3 clusters Score -1966182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1966199.125000 Penalty: 3247.103027
	Iteration 27Q: 3 clusters Score -1966199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1966220.625000 Penalty: 3247.103027
	Iteration 28Q: 3 clusters Score -1966221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1966233.375000 Penalty: 3247.103027
	Iteration 29Q: 3 clusters Score -1966233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1966242.125000 Penalty: 3247.103027
	Iteration 30Q: 3 clusters Score -1966242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1966252.875000 Penalty: 3247.103027
	Iteration 31Q: 3 clusters Score -1966253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1966255.125000 Penalty: 3247.103027
	Iteration 32Q: 3 clusters Score -1966255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1966256.500000 Penalty: 3247.103027
	Iteration 33Q: 3 clusters Score -1966256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1966258.125000 Penalty: 3247.103027
	Iteration 34Q: 3 clusters Score -1966258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1966261.375000 Penalty: 3247.103027
	Iteration 35Q: 3 clusters Score -1966261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1966261.625000 Penalty: 3247.103027
	Iteration 36Q: 3 clusters Score -1966262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1966265.875000 Penalty: 3247.103027
	Iteration 37Q: 3 clusters Score -1966266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1966266.750000 Penalty: 3247.103027
	Iteration 38Q: 3 clusters Score -1966267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1966271.000000 Penalty: 3247.103027
	Iteration 39Q: 3 clusters Score -1966271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1966271.750000 Penalty: 3247.103027
	Iteration 40F: 3 clusters Score -1966272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1966275.875000 Penalty: 3247.103027
	Iteration 41Q: 3 clusters Score -1966276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1966277.125000 Penalty: 3247.103027
	Iteration 42Q: 3 clusters Score -1966277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1966278.500000 Penalty: 3247.103027
	Iteration 43Q: 3 clusters Score -1966278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1966279.000000 Penalty: 3247.103027
	Iteration 44Q: 3 clusters Score -1966279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1966279.000000 Penalty: 3247.103027
	Iteration 45F: 3 clusters Score -1966279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Entering Unmasked Estep 
Score: -215197.843750 Penalty: 1265.314697
	Iteration 0F: 2 clusters Score -215197.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -212880.546875 Penalty: 2530.629395
	Iteration 0F: 3 clusters Score -212880.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -213378.937500 Penalty: 2530.629395
	Iteration 1F: 3 clusters Score -213378.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -213492.406250 Penalty: 2530.629395
	Iteration 2F: 3 clusters Score -213492.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -213581.656250 Penalty: 2530.629395
	Iteration 3F: 3 clusters Score -213581.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -213656.984375 Penalty: 2530.629395
	Iteration 4Q: 3 clusters Score -213657 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -213711.140625 Penalty: 2530.629395
	Iteration 5Q: 3 clusters Score -213711.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -213756.500000 Penalty: 2530.629395
	Iteration 6Q: 3 clusters Score -213756.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -213802.671875 Penalty: 2530.629395
	Iteration 7Q: 3 clusters Score -213802.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213836.406250 Penalty: 2530.629395
	Iteration 8Q: 3 clusters Score -213836.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -213869.109375 Penalty: 2530.629395
	Iteration 9Q: 3 clusters Score -213869.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -213907.000000 Penalty: 2530.629395
	Iteration 10Q: 3 clusters Score -213907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -213933.171875 Penalty: 2530.629395
	Iteration 11Q: 3 clusters Score -213933.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -213951.734375 Penalty: 2530.629395
	Iteration 12Q: 3 clusters Score -213951.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213972.984375 Penalty: 2530.629395
	Iteration 13Q: 3 clusters Score -213973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -213997.421875 Penalty: 2530.629395
	Iteration 14Q: 3 clusters Score -213997.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -214028.765625 Penalty: 2530.629395
	Iteration 15Q: 3 clusters Score -214028.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -214070.875000 Penalty: 2530.629395
	Iteration 16Q: 3 clusters Score -214070.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -214100.765625 Penalty: 2530.629395
	Iteration 17Q: 3 clusters Score -214100.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -214130.250000 Penalty: 2530.629395
	Iteration 18Q: 3 clusters Score -214130.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -214172.562500 Penalty: 2530.629395
	Iteration 19Q: 3 clusters Score -214172.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -214214.828125 Penalty: 2530.629395
	Iteration 20F: 3 clusters Score -214214.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -214249.937500 Penalty: 2530.629395
	Iteration 21Q: 3 clusters Score -214249.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -214293.000000 Penalty: 2530.629395
	Iteration 22Q: 3 clusters Score -214293 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -214338.000000 Penalty: 2530.629395
	Iteration 23Q: 3 clusters Score -214338 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -214366.218750 Penalty: 2530.629395
	Iteration 24Q: 3 clusters Score -214366.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -214384.218750 Penalty: 2530.629395
	Iteration 25Q: 3 clusters Score -214384.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -214405.890625 Penalty: 2530.629395
	Iteration 26Q: 3 clusters Score -214405.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -214428.546875 Penalty: 2530.629395
	Iteration 27Q: 3 clusters Score -214428.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -214452.109375 Penalty: 2530.629395
	Iteration 28Q: 3 clusters Score -214452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -214466.750000 Penalty: 2530.629395
	Iteration 29Q: 3 clusters Score -214466.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -214483.765625 Penalty: 2530.629395
	Iteration 30Q: 3 clusters Score -214483.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -214524.140625 Penalty: 2530.629395
	Iteration 31Q: 3 clusters Score -214524.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -214582.000000 Penalty: 2530.629395
	Iteration 32Q: 3 clusters Score -214582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -214615.453125 Penalty: 2530.629395
	Iteration 33Q: 3 clusters Score -214615.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -214657.343750 Penalty: 2530.629395
	Iteration 34Q: 3 clusters Score -214657.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -214699.578125 Penalty: 2530.629395
	Iteration 35Q: 3 clusters Score -214699.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -214719.562500 Penalty: 2530.629395
	Iteration 36Q: 3 clusters Score -214719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -214728.859375 Penalty: 2530.629395
	Iteration 37Q: 3 clusters Score -214728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -214734.812500 Penalty: 2530.629395
	Iteration 38Q: 3 clusters Score -214734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214736.625000 Penalty: 2530.629395
	Iteration 39Q: 3 clusters Score -214736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -214736.625000 Penalty: 2530.629395
	Iteration 40F: 3 clusters Score -214736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Entering Unmasked Estep 
Score: -522026.093750 Penalty: 1406.415771
	Iteration 0F: 2 clusters Score -522026.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -517566.656250 Penalty: 2812.831543
	Iteration 0F: 3 clusters Score -517566.7 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -518861.593750 Penalty: 2812.831543
	Iteration 1F: 3 clusters Score -518861.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -519103.250000 Penalty: 2812.831543
	Iteration 2F: 3 clusters Score -519103.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -519291.125000 Penalty: 2812.831543
	Iteration 3F: 3 clusters Score -519291.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -519437.781250 Penalty: 2812.831543
	Iteration 4Q: 3 clusters Score -519437.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -519558.593750 Penalty: 2812.831543
	Iteration 5Q: 3 clusters Score -519558.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -519679.375000 Penalty: 2812.831543
	Iteration 6Q: 3 clusters Score -519679.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -519820.593750 Penalty: 2812.831543
	Iteration 7Q: 3 clusters Score -519820.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -519990.375000 Penalty: 2812.831543
	Iteration 8Q: 3 clusters Score -519990.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -520153.312500 Penalty: 2812.831543
	Iteration 9Q: 3 clusters Score -520153.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -520320.406250 Penalty: 2812.831543
	Iteration 10Q: 3 clusters Score -520320.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -520456.781250 Penalty: 2812.831543
	Iteration 11Q: 3 clusters Score -520456.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -520554.906250 Penalty: 2812.831543
	Iteration 12Q: 3 clusters Score -520554.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -520662.843750 Penalty: 2812.831543
	Iteration 13Q: 3 clusters Score -520662.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -520753.625000 Penalty: 2812.831543
	Iteration 14Q: 3 clusters Score -520753.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -520841.031250 Penalty: 2812.831543
	Iteration 15Q: 3 clusters Score -520841 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -520918.656250 Penalty: 2812.831543
	Iteration 16Q: 3 clusters Score -520918.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -520993.937500 Penalty: 2812.831543
	Iteration 17Q: 3 clusters Score -520993.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -521058.718750 Penalty: 2812.831543
	Iteration 18Q: 3 clusters Score -521058.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -521130.000000 Penalty: 2812.831543
	Iteration 19Q: 3 clusters Score -521130 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -521223.093750 Penalty: 2812.831543
	Iteration 20F: 3 clusters Score -521223.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -521321.718750 Penalty: 2812.831543
	Iteration 21Q: 3 clusters Score -521321.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -521389.437500 Penalty: 2812.831543
	Iteration 22Q: 3 clusters Score -521389.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -521430.593750 Penalty: 2812.831543
	Iteration 23Q: 3 clusters Score -521430.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -521460.250000 Penalty: 2812.831543
	Iteration 24Q: 3 clusters Score -521460.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -521480.968750 Penalty: 2812.831543
	Iteration 25Q: 3 clusters Score -521481 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -521498.250000 Penalty: 2812.831543
	Iteration 26Q: 3 clusters Score -521498.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -521510.875000 Penalty: 2812.831543
	Iteration 27Q: 3 clusters Score -521510.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -521519.281250 Penalty: 2812.831543
	Iteration 28Q: 3 clusters Score -521519.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -521523.500000 Penalty: 2812.831543
	Iteration 29Q: 3 clusters Score -521523.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -521526.593750 Penalty: 2812.831543
	Iteration 30Q: 3 clusters Score -521526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -521530.312500 Penalty: 2812.831543
	Iteration 31Q: 3 clusters Score -521530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -521530.468750 Penalty: 2812.831543
	Iteration 32Q: 3 clusters Score -521530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -521531.187500 Penalty: 2812.831543
	Iteration 33Q: 3 clusters Score -521531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -521531.281250 Penalty: 2812.831543
	Iteration 34Q: 3 clusters Score -521531.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -521532.218750 Penalty: 2812.831543
	Iteration 35Q: 3 clusters Score -521532.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -521531.718750 Penalty: 2812.831543
	Iteration 36Q: 3 clusters Score -521531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -521531.750000 Penalty: 2812.831543
	Iteration 37Q: 3 clusters Score -521531.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -521532.406250 Penalty: 2812.831543
	Iteration 38Q: 3 clusters Score -521532.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -521532.625000 Penalty: 2812.831543
	Iteration 39Q: 3 clusters Score -521532.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -521532.625000 Penalty: 2812.831543
	Iteration 40F: 3 clusters Score -521532.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -440485.468750 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -440485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -436501.718750 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -436501.7 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -437637.218750 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -437637.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -437892.093750 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -437892.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -438093.812500 Penalty: 2770.871094
	Iteration 3F: 3 clusters Score -438093.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -438260.062500 Penalty: 2770.871094
	Iteration 4F: 3 clusters Score -438260.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -438407.437500 Penalty: 2770.871094
	Iteration 5F: 3 clusters Score -438407.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -438530.687500 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -438530.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -438618.500000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -438618.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -438685.500000 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -438685.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -438733.218750 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -438733.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -438762.468750 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -438762.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -438788.062500 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -438788.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -438810.375000 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -438810.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -438830.062500 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -438830.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -438839.812500 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -438839.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -438854.500000 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -438854.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -438868.968750 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -438869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -438879.093750 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -438879.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -438886.593750 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -438886.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -438897.625000 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -438897.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -438910.875000 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -438910.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -438921.750000 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -438921.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -438932.968750 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -438933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -438943.468750 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -438943.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -438951.437500 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -438951.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -438960.468750 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -438960.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -438967.062500 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -438967.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -438974.156250 Penalty: 2770.871094
	Iteration 27Q: 3 clusters Score -438974.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -438979.343750 Penalty: 2770.871094
	Iteration 28Q: 3 clusters Score -438979.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -438983.781250 Penalty: 2770.871094
	Iteration 29Q: 3 clusters Score -438983.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -438987.062500 Penalty: 2770.871094
	Iteration 30Q: 3 clusters Score -438987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -438990.218750 Penalty: 2770.871094
	Iteration 31Q: 3 clusters Score -438990.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -438993.937500 Penalty: 2770.871094
	Iteration 32Q: 3 clusters Score -438993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -438997.500000 Penalty: 2770.871094
	Iteration 33Q: 3 clusters Score -438997.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -439004.875000 Penalty: 2770.871094
	Iteration 34Q: 3 clusters Score -439004.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -439012.625000 Penalty: 2770.871094
	Iteration 35Q: 3 clusters Score -439012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -439019.031250 Penalty: 2770.871094
	Iteration 36Q: 3 clusters Score -439019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -439026.906250 Penalty: 2770.871094
	Iteration 37Q: 3 clusters Score -439026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -439031.812500 Penalty: 2770.871094
	Iteration 38Q: 3 clusters Score -439031.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -439036.875000 Penalty: 2770.871094
	Iteration 39Q: 3 clusters Score -439036.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -439047.937500 Penalty: 2770.871094
	Iteration 40F: 3 clusters Score -439047.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -439059.250000 Penalty: 2770.871094
	Iteration 41Q: 3 clusters Score -439059.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -439068.781250 Penalty: 2770.871094
	Iteration 42Q: 3 clusters Score -439068.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -439080.500000 Penalty: 2770.871094
	Iteration 43Q: 3 clusters Score -439080.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -439091.062500 Penalty: 2770.871094
	Iteration 44Q: 3 clusters Score -439091.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -439098.781250 Penalty: 2770.871094
	Iteration 45Q: 3 clusters Score -439098.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -439106.562500 Penalty: 2770.871094
	Iteration 46Q: 3 clusters Score -439106.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -439109.156250 Penalty: 2770.871094
	Iteration 47Q: 3 clusters Score -439109.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -439112.843750 Penalty: 2770.871094
	Iteration 48Q: 3 clusters Score -439112.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -439116.093750 Penalty: 2770.871094
	Iteration 49Q: 3 clusters Score -439116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -439119.656250 Penalty: 2770.871094
	Iteration 50Q: 3 clusters Score -439119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -439121.250000 Penalty: 2770.871094
	Iteration 51Q: 3 clusters Score -439121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -439122.312500 Penalty: 2770.871094
	Iteration 52Q: 3 clusters Score -439122.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -439127.187500 Penalty: 2770.871094
	Iteration 53Q: 3 clusters Score -439127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -439132.500000 Penalty: 2770.871094
	Iteration 54Q: 3 clusters Score -439132.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -439136.531250 Penalty: 2770.871094
	Iteration 55Q: 3 clusters Score -439136.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -439139.500000 Penalty: 2770.871094
	Iteration 56Q: 3 clusters Score -439139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -439142.062500 Penalty: 2770.871094
	Iteration 57Q: 3 clusters Score -439142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -439143.281250 Penalty: 2770.871094
	Iteration 58Q: 3 clusters Score -439143.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -439143.500000 Penalty: 2770.871094
	Iteration 59Q: 3 clusters Score -439143.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -439143.593750 Penalty: 2770.871094
	Iteration 60F: 3 clusters Score -439143.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -439144.625000 Penalty: 2770.871094
	Iteration 61Q: 3 clusters Score -439144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -439144.718750 Penalty: 2770.871094
	Iteration 62Q: 3 clusters Score -439144.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -439145.312500 Penalty: 2770.871094
	Iteration 63Q: 3 clusters Score -439145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -439146.656250 Penalty: 2770.871094
	Iteration 64Q: 3 clusters Score -439146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -439146.875000 Penalty: 2770.871094
	Iteration 65Q: 3 clusters Score -439146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -439146.875000 Penalty: 2770.871094
	Iteration 66F: 3 clusters Score -439146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Entering Unmasked Estep 
Score: -935663.750000 Penalty: 1506.409424
	Iteration 0F: 2 clusters Score -935663.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -928122.437500 Penalty: 3012.818848
	Iteration 0F: 3 clusters Score -928122.4 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -930637.625000 Penalty: 3012.818848
	Iteration 1F: 3 clusters Score -930637.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -930955.125000 Penalty: 3012.818848
	Iteration 2F: 3 clusters Score -930955.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -931242.437500 Penalty: 3012.818848
	Iteration 3F: 3 clusters Score -931242.4 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -931513.937500 Penalty: 3012.818848
	Iteration 4F: 3 clusters Score -931513.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -931808.875000 Penalty: 3012.818848
	Iteration 5Q: 3 clusters Score -931808.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -932145.437500 Penalty: 3012.818848
	Iteration 6F: 3 clusters Score -932145.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -932527.125000 Penalty: 3012.818848
	Iteration 7F: 3 clusters Score -932527.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -932993.375000 Penalty: 3012.818848
	Iteration 8F: 3 clusters Score -932993.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -933543.312500 Penalty: 3012.818848
	Iteration 9Q: 3 clusters Score -933543.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -933960.250000 Penalty: 3012.818848
	Iteration 10Q: 3 clusters Score -933960.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -934239.937500 Penalty: 3012.818848
	Iteration 11Q: 3 clusters Score -934239.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -934392.000000 Penalty: 3012.818848
	Iteration 12Q: 3 clusters Score -934392 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -934473.750000 Penalty: 3012.818848
	Iteration 13Q: 3 clusters Score -934473.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -934527.312500 Penalty: 3012.818848
	Iteration 14Q: 3 clusters Score -934527.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -934569.875000 Penalty: 3012.818848
	Iteration 15Q: 3 clusters Score -934569.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -934607.687500 Penalty: 3012.818848
	Iteration 16Q: 3 clusters Score -934607.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -934639.000000 Penalty: 3012.818848
	Iteration 17Q: 3 clusters Score -934639 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -934669.000000 Penalty: 3012.818848
	Iteration 18Q: 3 clusters Score -934669 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -934697.187500 Penalty: 3012.818848
	Iteration 19Q: 3 clusters Score -934697.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -934726.375000 Penalty: 3012.818848
	Iteration 20F: 3 clusters Score -934726.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -934749.000000 Penalty: 3012.818848
	Iteration 21Q: 3 clusters Score -934749 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -934762.375000 Penalty: 3012.818848
	Iteration 22Q: 3 clusters Score -934762.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -934772.187500 Penalty: 3012.818848
	Iteration 23Q: 3 clusters Score -934772.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -934785.812500 Penalty: 3012.818848
	Iteration 24Q: 3 clusters Score -934785.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -934799.000000 Penalty: 3012.818848
	Iteration 25Q: 3 clusters Score -934799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -934810.187500 Penalty: 3012.818848
	Iteration 26Q: 3 clusters Score -934810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -934817.250000 Penalty: 3012.818848
	Iteration 27Q: 3 clusters Score -934817.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -934821.500000 Penalty: 3012.818848
	Iteration 28Q: 3 clusters Score -934821.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -934822.312500 Penalty: 3012.818848
	Iteration 29Q: 3 clusters Score -934822.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -934826.062500 Penalty: 3012.818848
	Iteration 30Q: 3 clusters Score -934826.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -934828.250000 Penalty: 3012.818848
	Iteration 31Q: 3 clusters Score -934828.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -934829.437500 Penalty: 3012.818848
	Iteration 32Q: 3 clusters Score -934829.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -934830.062500 Penalty: 3012.818848
	Iteration 33Q: 3 clusters Score -934830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -934831.312500 Penalty: 3012.818848
	Iteration 34Q: 3 clusters Score -934831.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -934833.500000 Penalty: 3012.818848
	Iteration 35Q: 3 clusters Score -934833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -934834.687500 Penalty: 3012.818848
	Iteration 36Q: 3 clusters Score -934834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -934834.937500 Penalty: 3012.818848
	Iteration 37Q: 3 clusters Score -934834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -934834.562500 Penalty: 3012.818848
	Iteration 38Q: 3 clusters Score -934834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -934835.437500 Penalty: 3012.818848
	Iteration 39Q: 3 clusters Score -934835.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -934835.437500 Penalty: 3012.818848
	Iteration 40F: 3 clusters Score -934835.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Entering Unmasked Estep 
Score: -1730390.375000 Penalty: 1598.003906
	Iteration 0F: 2 clusters Score -1730390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1717672.625000 Penalty: 3196.007812
	Iteration 0F: 3 clusters Score -1717673 nChanged 8402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1722258.625000 Penalty: 3196.007812
	Iteration 1F: 3 clusters Score -1722259 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1722691.750000 Penalty: 3196.007812
	Iteration 2F: 3 clusters Score -1722692 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1723088.000000 Penalty: 3196.007812
	Iteration 3Q: 3 clusters Score -1723088 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1723511.250000 Penalty: 3196.007812
	Iteration 4Q: 3 clusters Score -1723511 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1723942.500000 Penalty: 3196.007812
	Iteration 5Q: 3 clusters Score -1723942 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1724391.000000 Penalty: 3196.007812
	Iteration 6Q: 3 clusters Score -1724391 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1725414 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1725975 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1726495 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1726948.250000 Penalty: 3196.007812
	Iteration 11Q: 3 clusters Score -1726948 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1727274 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1727489.375000 Penalty: 3196.007812
	Iteration 13Q: 3 clusters Score -1727489 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1727699 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1727760 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1727797 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1727835 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1727869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1727892.250000 Penalty: 3196.007812
	Iteration 20F: 3 clusters Score -1727892 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1727920.875000 Penalty: 3196.007812
	Iteration 21Q: 3 clusters Score -1727921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1727932.750000 Penalty: 3196.007812
	Iteration 22Q: 3 clusters Score -1727933 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1727952.625000 Penalty: 3196.007812
	Iteration 23Q: 3 clusters Score -1727953 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1727969 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1727984 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1728003.500000 Penalty: 3196.007812
	Iteration 26Q: 3 clusters Score -1728004 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1728034.750000 Penalty: 3196.007812
	Iteration 27Q: 3 clusters Score -1728035 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1728060.500000 Penalty: 3196.007812
	Iteration 28Q: 3 clusters Score -1728060 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1728097 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1728124.000000 Penalty: 3196.007812
	Iteration 30Q: 3 clusters Score -1728124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1728152.375000 Penalty: 3196.007812
	Iteration 31Q: 3 clusters Score -1728152 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1728183.625000 Penalty: 3196.007812
	Iteration 32Q: 3 clusters Score -1728184 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1728211.875000 Penalty: 3196.007812
	Iteration 33Q: 3 clusters Score -1728212 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1728248 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1728278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1728296 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1728313.375000 Penalty: 3196.007812
	Iteration 37Q: 3 clusters Score -1728313 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1728336 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1728362.250000 Penalty: 3196.007812
	Iteration 39Q: 3 clusters Score -1728362 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1728378.250000 Penalty: 3196.007812
	Iteration 40F: 3 clusters Score -1728378 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1728400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1728420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1728430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1728438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1728448.750000 Penalty: 3196.007812
	Iteration 45Q: 3 clusters Score -1728449 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -1728460.750000 Penalty: 3196.007812
	Iteration 46Q: 3 clusters Score -1728461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1728470.125000 Penalty: 3196.007812
	Iteration 47Q: 3 clusters Score -1728470 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1728475.500000 Penalty: 3196.007812
	Iteration 48Q: 3 clusters Score -1728476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1728483.125000 Penalty: 3196.007812
	Iteration 49Q: 3 clusters Score -1728483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -1728492.625000 Penalty: 3196.007812
	Iteration 50Q: 3 clusters Score -1728493 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1728502.750000 Penalty: 3196.007812
	Iteration 51Q: 3 clusters Score -1728503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1728517.750000 Penalty: 3196.007812
	Iteration 52Q: 3 clusters Score -1728518 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1728535.500000 Penalty: 3196.007812
	Iteration 53Q: 3 clusters Score -1728536 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1728546.125000 Penalty: 3196.007812
	Iteration 54Q: 3 clusters Score -1728546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1728557.875000 Penalty: 3196.007812
	Iteration 55Q: 3 clusters Score -1728558 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1728573.500000 Penalty: 3196.007812
	Iteration 56Q: 3 clusters Score -1728574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1728581.500000 Penalty: 3196.007812
	Iteration 57Q: 3 clusters Score -1728582 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1728593.375000 Penalty: 3196.007812
	Iteration 58Q: 3 clusters Score -1728593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1728602.375000 Penalty: 3196.007812
	Iteration 59Q: 3 clusters Score -1728602 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1728620.375000 Penalty: 3196.007812
	Iteration 60F: 3 clusters Score -1728620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1728625.625000 Penalty: 3196.007812
	Iteration 61Q: 3 clusters Score -1728626 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1728630.500000 Penalty: 3196.007812
	Iteration 62Q: 3 clusters Score -1728630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1728639.000000 Penalty: 3196.007812
	Iteration 63Q: 3 clusters Score -1728639 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1728647.250000 Penalty: 3196.007812
	Iteration 64Q: 3 clusters Score -1728647 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1728652.250000 Penalty: 3196.007812
	Iteration 65Q: 3 clusters Score -1728652 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1728657.875000 Penalty: 3196.007812
	Iteration 66Q: 3 clusters Score -1728658 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1728661.875000 Penalty: 3196.007812
	Iteration 67Q: 3 clusters Score -1728662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1728676.000000 Penalty: 3196.007812
	Iteration 68Q: 3 clusters Score -1728676 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1728690.250000 Penalty: 3196.007812
	Iteration 69Q: 3 clusters Score -1728690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1728697.000000 Penalty: 3196.007812
	Iteration 70Q: 3 clusters Score -1728697 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1728715.375000 Penalty: 3196.007812
	Iteration 71Q: 3 clusters Score -1728715 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1728726.000000 Penalty: 3196.007812
	Iteration 72Q: 3 clusters Score -1728726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1728736 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1728755 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1728771 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1728792 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1728796 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1728817.125000 Penalty: 3196.007812
	Iteration 78Q: 3 clusters Score -1728817 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1728835 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1728858.750000 Penalty: 3196.007812
	Iteration 80F: 3 clusters Score -1728859 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1728868 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -1728884.875000 Penalty: 3196.007812
	Iteration 82Q: 3 clusters Score -1728885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1728902.875000 Penalty: 3196.007812
	Iteration 83Q: 3 clusters Score -1728903 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1728930 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1728962 nChanged 90
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1728986 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -1729005.250000 Penalty: 3196.007812
	Iteration 87Q: 3 clusters Score -1729005 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1729020 nChanged 75
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
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Entering Unmasked Estep 
Score: -1729041.500000 Penalty: 3196.007812
	Iteration 89Q: 3 clusters Score -1729042 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1729052.625000 Penalty: 3196.007812
	Iteration 90Q: 3 clusters Score -1729053 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1729066 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1729069 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1729083 nChanged 38
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Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1729093 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1729093 nChanged 30
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Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1729097 nChanged 24
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Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1729104 nChanged 31
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Mstep: Class 1 contains 3590 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1729109 nChanged 30
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Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1729108 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -1729111.875000 Penalty: 3196.007812
	Iteration 100F: 3 clusters Score -1729112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1729115.875000 Penalty: 3196.007812
	Iteration 101Q: 3 clusters Score -1729116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1729116.250000 Penalty: 3196.007812
	Iteration 102Q: 3 clusters Score -1729116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -1729116.000000 Penalty: 3196.007812
	Iteration 103Q: 3 clusters Score -1729116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -1729118.250000 Penalty: 3196.007812
	Iteration 104Q: 3 clusters Score -1729118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1729121.375000 Penalty: 3196.007812
	Iteration 105Q: 3 clusters Score -1729121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1729124.125000 Penalty: 3196.007812
	Iteration 106Q: 3 clusters Score -1729124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1729119.875000 Penalty: 3196.007812
	Iteration 107Q: 3 clusters Score -1729120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1729122.500000 Penalty: 3196.007812
	Iteration 108Q: 3 clusters Score -1729122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1729124.000000 Penalty: 3196.007812
	Iteration 109Q: 3 clusters Score -1729124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -1729127.875000 Penalty: 3196.007812
	Iteration 110Q: 3 clusters Score -1729128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1729130.625000 Penalty: 3196.007812
	Iteration 111Q: 3 clusters Score -1729131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1729134.750000 Penalty: 3196.007812
	Iteration 112Q: 3 clusters Score -1729135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1729133.875000 Penalty: 3196.007812
	Iteration 113Q: 3 clusters Score -1729134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -1729131.625000 Penalty: 3196.007812
	Iteration 114Q: 3 clusters Score -1729132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1729134.250000 Penalty: 3196.007812
	Iteration 115Q: 3 clusters Score -1729134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1729133.250000 Penalty: 3196.007812
	Iteration 116Q: 3 clusters Score -1729133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -1729135.125000 Penalty: 3196.007812
	Iteration 117Q: 3 clusters Score -1729135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1729137.000000 Penalty: 3196.007812
	Iteration 118Q: 3 clusters Score -1729137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1729137.625000 Penalty: 3196.007812
	Iteration 119Q: 3 clusters Score -1729138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1729135.750000 Penalty: 3196.007812
	Iteration 120F: 3 clusters Score -1729136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1729139.625000 Penalty: 3196.007812
	Iteration 121Q: 3 clusters Score -1729140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -1729139.875000 Penalty: 3196.007812
	Iteration 122Q: 3 clusters Score -1729140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1729139.875000 Penalty: 3196.007812
	Iteration 123Q: 3 clusters Score -1729140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -1729139.625000 Penalty: 3196.007812
	Iteration 124Q: 3 clusters Score -1729140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1729139.000000 Penalty: 3196.007812
	Iteration 125Q: 3 clusters Score -1729139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -1729139.125000 Penalty: 3196.007812
	Iteration 126Q: 3 clusters Score -1729139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1729138.000000 Penalty: 3196.007812
	Iteration 127Q: 3 clusters Score -1729138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -1729136.375000 Penalty: 3196.007812
	Iteration 128Q: 3 clusters Score -1729136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1729138.750000 Penalty: 3196.007812
	Iteration 129Q: 3 clusters Score -1729139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1729140.625000 Penalty: 3196.007812
	Iteration 130Q: 3 clusters Score -1729141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1729140.875000 Penalty: 3196.007812
	Iteration 131Q: 3 clusters Score -1729141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1729139.875000 Penalty: 3196.007812
	Iteration 132Q: 3 clusters Score -1729140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -1729142.625000 Penalty: 3196.007812
	Iteration 133Q: 3 clusters Score -1729143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -1729142.875000 Penalty: 3196.007812
	Iteration 134Q: 3 clusters Score -1729143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -1729144.125000 Penalty: 3196.007812
	Iteration 135Q: 3 clusters Score -1729144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1729143.125000 Penalty: 3196.007812
	Iteration 136Q: 3 clusters Score -1729143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1729147.250000 Penalty: 3196.007812
	Iteration 137Q: 3 clusters Score -1729147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1729145.625000 Penalty: 3196.007812
	Iteration 138Q: 3 clusters Score -1729146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -1729149.625000 Penalty: 3196.007812
	Iteration 139Q: 3 clusters Score -1729150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -1729151.625000 Penalty: 3196.007812
	Iteration 140F: 3 clusters Score -1729152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1729155.000000 Penalty: 3196.007812
	Iteration 141Q: 3 clusters Score -1729155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -1729157.000000 Penalty: 3196.007812
	Iteration 142Q: 3 clusters Score -1729157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -1729155.875000 Penalty: 3196.007812
	Iteration 143Q: 3 clusters Score -1729156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -1729157.000000 Penalty: 3196.007812
	Iteration 144Q: 3 clusters Score -1729157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -1729155.625000 Penalty: 3196.007812
	Iteration 145Q: 3 clusters Score -1729156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -1729156.375000 Penalty: 3196.007812
	Iteration 146Q: 3 clusters Score -1729156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -1729155.750000 Penalty: 3196.007812
	Iteration 147Q: 3 clusters Score -1729156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1729157.750000 Penalty: 3196.007812
	Iteration 148Q: 3 clusters Score -1729158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -1729155.500000 Penalty: 3196.007812
	Iteration 149Q: 3 clusters Score -1729156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1729157.250000 Penalty: 3196.007812
	Iteration 150Q: 3 clusters Score -1729157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1729159.000000 Penalty: 3196.007812
	Iteration 151Q: 3 clusters Score -1729159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -1729160.125000 Penalty: 3196.007812
	Iteration 152Q: 3 clusters Score -1729160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -1729160.625000 Penalty: 3196.007812
	Iteration 153Q: 3 clusters Score -1729161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -1729163.625000 Penalty: 3196.007812
	Iteration 154Q: 3 clusters Score -1729164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -1729162.875000 Penalty: 3196.007812
	Iteration 155Q: 3 clusters Score -1729163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -1729163.625000 Penalty: 3196.007812
	Iteration 156Q: 3 clusters Score -1729164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1729165.250000 Penalty: 3196.007812
	Iteration 157Q: 3 clusters Score -1729165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -1729166.125000 Penalty: 3196.007812
	Iteration 158Q: 3 clusters Score -1729166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -1729166.625000 Penalty: 3196.007812
	Iteration 159Q: 3 clusters Score -1729167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1729165.875000 Penalty: 3196.007812
	Iteration 160F: 3 clusters Score -1729166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -1729165.625000 Penalty: 3196.007812
	Iteration 161Q: 3 clusters Score -1729166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1729163.250000 Penalty: 3196.007812
	Iteration 162Q: 3 clusters Score -1729163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1729165.125000 Penalty: 3196.007812
	Iteration 163Q: 3 clusters Score -1729165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1729166.500000 Penalty: 3196.007812
	Iteration 164Q: 3 clusters Score -1729166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1729165.625000 Penalty: 3196.007812
	Iteration 165Q: 3 clusters Score -1729166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1729166.125000 Penalty: 3196.007812
	Iteration 166Q: 3 clusters Score -1729166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1729166.125000 Penalty: 3196.007812
	Iteration 167F: 3 clusters Score -1729166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4247 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28119 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9390 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 31849 members 
Mstep: Class 13 contains 17935 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69533 members 
Mstep: Class 19 contains 21831 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10617 members 
Mstep: Class 24 contains 18655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 119Q: 25 clusters Score -2.481823e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4252 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9384 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 31842 members 
Mstep: Class 13 contains 17936 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4847 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69534 members 
Mstep: Class 19 contains 21830 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5738 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10617 members 
Mstep: Class 24 contains 18666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818184.000000 Penalty: 48939.738281
Iteration 120F: 25 clusters Score -2.481818e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4257 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9381 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 31840 members 
Mstep: Class 13 contains 17934 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4848 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69534 members 
Mstep: Class 19 contains 21824 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10619 members 
Mstep: Class 24 contains 18676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818190.000000 Penalty: 48939.738281
Iteration 121Q: 25 clusters Score -2.481819e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4263 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9378 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 31839 members 
Mstep: Class 13 contains 17933 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4851 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69536 members 
Mstep: Class 19 contains 21817 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10615 members 
Mstep: Class 24 contains 18687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818198.000000 Penalty: 48939.738281
Iteration 122Q: 25 clusters Score -2.48182e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4267 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3942 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9373 members 
Mstep: Class 11 contains 9012 members 
Mstep: Class 12 contains 31834 members 
Mstep: Class 13 contains 17932 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69542 members 
Mstep: Class 19 contains 21815 members 
Mstep: Class 20 contains 2408 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10611 members 
Mstep: Class 24 contains 18693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818198.000000 Penalty: 48939.738281
Iteration 123Q: 25 clusters Score -2.48182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4271 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 2398 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9370 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 31826 members 
Mstep: Class 13 contains 17931 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69542 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 2406 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5044 members 
Mstep: Class 23 contains 10609 members 
Mstep: Class 24 contains 18698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818252.000000 Penalty: 48939.738281
Iteration 124Q: 25 clusters Score -2.481825e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4274 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2399 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9362 members 
Mstep: Class 11 contains 9010 members 
Mstep: Class 12 contains 31822 members 
Mstep: Class 13 contains 17927 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69547 members 
Mstep: Class 19 contains 21821 members 
Mstep: Class 20 contains 2410 members 
Mstep: Class 21 contains 5737 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10605 members 
Mstep: Class 24 contains 18702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818254.000000 Penalty: 48939.738281
Iteration 125Q: 25 clusters Score -2.481825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4277 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3948 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9357 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31821 members 
Mstep: Class 13 contains 17923 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4853 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69545 members 
Mstep: Class 19 contains 21825 members 
Mstep: Class 20 contains 2413 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10604 members 
Mstep: Class 24 contains 18706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818252.000000 Penalty: 48939.738281
Iteration 126Q: 25 clusters Score -2.481825e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3949 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9353 members 
Mstep: Class 11 contains 9007 members 
Mstep: Class 12 contains 31820 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4854 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69545 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 18708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818262.000000 Penalty: 48939.738281
Iteration 127Q: 25 clusters Score -2.481826e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3322 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4108 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9349 members 
Mstep: Class 11 contains 9005 members 
Mstep: Class 12 contains 31819 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4856 members 
Mstep: Class 16 contains 5916 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69543 members 
Mstep: Class 19 contains 21830 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 5735 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 18713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818232.000000 Penalty: 48939.738281
Iteration 128Q: 25 clusters Score -2.481823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4109 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 9002 members 
Mstep: Class 12 contains 31816 members 
Mstep: Class 13 contains 17917 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69546 members 
Mstep: Class 19 contains 21835 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10601 members 
Mstep: Class 24 contains 18716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818254.000000 Penalty: 48939.738281
Iteration 129Q: 25 clusters Score -2.481825e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 31815 members 
Mstep: Class 13 contains 17917 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69548 members 
Mstep: Class 19 contains 21835 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 18719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 130Q: 25 clusters Score -2.481823e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 9005 members 
Mstep: Class 12 contains 31815 members 
Mstep: Class 13 contains 17918 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69549 members 
Mstep: Class 19 contains 21829 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 18722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818220.000000 Penalty: 48939.738281
Iteration 131Q: 25 clusters Score -2.481822e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9337 members 
Mstep: Class 11 contains 9006 members 
Mstep: Class 12 contains 31813 members 
Mstep: Class 13 contains 17919 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69551 members 
Mstep: Class 19 contains 21826 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 18726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 132Q: 25 clusters Score -2.481823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9338 members 
Mstep: Class 11 contains 9007 members 
Mstep: Class 12 contains 31814 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69552 members 
Mstep: Class 19 contains 21822 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 18725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 133Q: 25 clusters Score -2.481823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3318 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2400 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9340 members 
Mstep: Class 11 contains 9007 members 
Mstep: Class 12 contains 31813 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69553 members 
Mstep: Class 19 contains 21819 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818236.000000 Penalty: 48939.738281
Iteration 134Q: 25 clusters Score -2.481824e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9341 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31811 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69553 members 
Mstep: Class 19 contains 21814 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818244.000000 Penalty: 48939.738281
Iteration 135Q: 25 clusters Score -2.481824e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28121 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31810 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4860 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69554 members 
Mstep: Class 19 contains 21808 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 5734 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 136Q: 25 clusters Score -2.481823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31808 members 
Mstep: Class 13 contains 17922 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69555 members 
Mstep: Class 19 contains 21804 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818214.000000 Penalty: 48939.738281
Iteration 137Q: 25 clusters Score -2.481821e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4281 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28120 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31804 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4865 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69554 members 
Mstep: Class 19 contains 21806 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818234.000000 Penalty: 48939.738281
Iteration 138Q: 25 clusters Score -2.481823e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28122 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9342 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31802 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 69553 members 
Mstep: Class 19 contains 21807 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818240.000000 Penalty: 48939.738281
Iteration 139Q: 25 clusters Score -2.481824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 17920 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69554 members 
Mstep: Class 19 contains 21804 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818220.000000 Penalty: 48939.738281
Iteration 140F: 25 clusters Score -2.481822e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9343 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31806 members 
Mstep: Class 13 contains 17921 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69553 members 
Mstep: Class 19 contains 21804 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 141Q: 25 clusters Score -2.481823e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28124 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31806 members 
Mstep: Class 13 contains 17922 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69554 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 142Q: 25 clusters Score -2.481823e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3316 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31806 members 
Mstep: Class 13 contains 17923 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69555 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818224.000000 Penalty: 48939.738281
Iteration 143Q: 25 clusters Score -2.481822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3315 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69555 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818230.000000 Penalty: 48939.738281
Iteration 144Q: 25 clusters Score -2.481823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4867 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69555 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818236.000000 Penalty: 48939.738281
Iteration 145Q: 25 clusters Score -2.481824e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4282 members 
Mstep: Class 3 contains 3314 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 28123 members 
Mstep: Class 7 contains 2402 members 
Mstep: Class 8 contains 4110 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 9344 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 31805 members 
Mstep: Class 13 contains 17924 members 
Mstep: Class 14 contains 1275 members 
Mstep: Class 15 contains 4867 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 69555 members 
Mstep: Class 19 contains 21802 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 5732 members 
Mstep: Class 22 contains 5043 members 
Mstep: Class 23 contains 10600 members 
Mstep: Class 24 contains 18736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818236.000000 Penalty: 48939.738281
Iteration 146F: 25 clusters Score -2.481824e+07 nChanged 0
Entering ConstructFrom: 
Score: -24818236.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (4907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Entering Unmasked Estep 
Score: -431568.062500 Penalty: 1380.992920
	Iteration 0F: 2 clusters Score -431568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -427650.843750 Penalty: 2761.985840
	Iteration 0F: 3 clusters Score -427650.8 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -428796.156250 Penalty: 2761.985840
	Iteration 1F: 3 clusters Score -428796.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -429014.468750 Penalty: 2761.985840
	Iteration 2F: 3 clusters Score -429014.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -429183.875000 Penalty: 2761.985840
	Iteration 3F: 3 clusters Score -429183.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -429333.750000 Penalty: 2761.985840
	Iteration 4F: 3 clusters Score -429333.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429471.343750 Penalty: 2761.985840
	Iteration 5Q: 3 clusters Score -429471.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -429602.968750 Penalty: 2761.985840
	Iteration 6Q: 3 clusters Score -429603 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -429713.187500 Penalty: 2761.985840
	Iteration 7Q: 3 clusters Score -429713.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -429844.031250 Penalty: 2761.985840
	Iteration 8Q: 3 clusters Score -429844 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -429969.812500 Penalty: 2761.985840
	Iteration 9Q: 3 clusters Score -429969.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -430077.906250 Penalty: 2761.985840
	Iteration 10Q: 3 clusters Score -430077.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -430167.218750 Penalty: 2761.985840
	Iteration 11Q: 3 clusters Score -430167.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -430254.000000 Penalty: 2761.985840
	Iteration 12Q: 3 clusters Score -430254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -430332.000000 Penalty: 2761.985840
	Iteration 13Q: 3 clusters Score -430332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -430379.875000 Penalty: 2761.985840
	Iteration 14Q: 3 clusters Score -430379.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -430422.750000 Penalty: 2761.985840
	Iteration 15Q: 3 clusters Score -430422.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -430472.781250 Penalty: 2761.985840
	Iteration 16Q: 3 clusters Score -430472.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -430520.156250 Penalty: 2761.985840
	Iteration 17Q: 3 clusters Score -430520.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -430561.031250 Penalty: 2761.985840
	Iteration 18Q: 3 clusters Score -430561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -430593.343750 Penalty: 2761.985840
	Iteration 19Q: 3 clusters Score -430593.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -430625.468750 Penalty: 2761.985840
	Iteration 20F: 3 clusters Score -430625.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -430653.031250 Penalty: 2761.985840
	Iteration 21Q: 3 clusters Score -430653 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -430682.093750 Penalty: 2761.985840
	Iteration 22Q: 3 clusters Score -430682.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -430708.250000 Penalty: 2761.985840
	Iteration 23Q: 3 clusters Score -430708.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -430722.437500 Penalty: 2761.985840
	Iteration 24Q: 3 clusters Score -430722.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -430734.000000 Penalty: 2761.985840
	Iteration 25Q: 3 clusters Score -430734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -430747.156250 Penalty: 2761.985840
	Iteration 26Q: 3 clusters Score -430747.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -430754.625000 Penalty: 2761.985840
	Iteration 27Q: 3 clusters Score -430754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -430758.906250 Penalty: 2761.985840
	Iteration 28Q: 3 clusters Score -430758.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -430762.375000 Penalty: 2761.985840
	Iteration 29Q: 3 clusters Score -430762.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -430764.687500 Penalty: 2761.985840
	Iteration 30Q: 3 clusters Score -430764.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -430767.312500 Penalty: 2761.985840
	Iteration 31Q: 3 clusters Score -430767.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -430769.250000 Penalty: 2761.985840
	Iteration 32Q: 3 clusters Score -430769.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -430770.718750 Penalty: 2761.985840
	Iteration 33Q: 3 clusters Score -430770.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -430773.812500 Penalty: 2761.985840
	Iteration 34Q: 3 clusters Score -430773.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -430776.093750 Penalty: 2761.985840
	Iteration 35Q: 3 clusters Score -430776.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -430777.093750 Penalty: 2761.985840
	Iteration 36Q: 3 clusters Score -430777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -430778.031250 Penalty: 2761.985840
	Iteration 37Q: 3 clusters Score -430778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -430782.781250 Penalty: 2761.985840
	Iteration 38Q: 3 clusters Score -430782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -430785.500000 Penalty: 2761.985840
	Iteration 39Q: 3 clusters Score -430785.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -430788.562500 Penalty: 2761.985840
	Iteration 40F: 3 clusters Score -430788.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -430791.093750 Penalty: 2761.985840
	Iteration 41Q: 3 clusters Score -430791.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -430791.625000 Penalty: 2761.985840
	Iteration 42Q: 3 clusters Score -430791.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -430794.843750 Penalty: 2761.985840
	Iteration 43Q: 3 clusters Score -430794.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -430797.750000 Penalty: 2761.985840
	Iteration 44Q: 3 clusters Score -430797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -430798.625000 Penalty: 2761.985840
	Iteration 45Q: 3 clusters Score -430798.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -430799.781250 Penalty: 2761.985840
	Iteration 46Q: 3 clusters Score -430799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -430801.656250 Penalty: 2761.985840
	Iteration 47Q: 3 clusters Score -430801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -430801.656250 Penalty: 2761.985840
	Iteration 48F: 3 clusters Score -430801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -379997.750000 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -379997.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -376439.843750 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -376439.8 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -377411.000000 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -377411 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -377667.437500 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -377667.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -377869.531250 Penalty: 2717.707275
	Iteration 3F: 3 clusters Score -377869.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -378028.812500 Penalty: 2717.707275
	Iteration 4F: 3 clusters Score -378028.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -378206.437500 Penalty: 2717.707275
	Iteration 5Q: 3 clusters Score -378206.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -378363.812500 Penalty: 2717.707275
	Iteration 6F: 3 clusters Score -378363.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -378480.906250 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -378480.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -378593.156250 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -378593.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -378706.281250 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -378706.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -378794.375000 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -378794.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -378870.281250 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -378870.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -378930.781250 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -378930.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -378987.812500 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -378987.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -379027.093750 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -379027.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -379062.906250 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -379062.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -379096.375000 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -379096.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -379125.218750 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -379125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -379142.750000 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -379142.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -379156.062500 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -379156.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -379163.031250 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -379163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -379168.625000 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -379168.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -379175.156250 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -379175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -379177.312500 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -379177.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -379180.250000 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -379180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -379181.718750 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -379181.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -379183.812500 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -379183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -379185.156250 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -379185.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -379185.062500 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -379185.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -379185.718750 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -379185.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -379185.718750 Penalty: 2717.707275
	Iteration 30F: 3 clusters Score -379185.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Entering Unmasked Estep 
Score: -278890.000000 Penalty: 1317.210571
	Iteration 0F: 2 clusters Score -278890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275946.468750 Penalty: 2634.421143
	Iteration 0F: 3 clusters Score -275946.5 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -276735.781250 Penalty: 2634.421143
	Iteration 1F: 3 clusters Score -276735.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -276984.687500 Penalty: 2634.421143
	Iteration 2F: 3 clusters Score -276984.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -277152.968750 Penalty: 2634.421143
	Iteration 3F: 3 clusters Score -277153 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -277303.468750 Penalty: 2634.421143
	Iteration 4F: 3 clusters Score -277303.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -277420.218750 Penalty: 2634.421143
	Iteration 5Q: 3 clusters Score -277420.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -277521.656250 Penalty: 2634.421143
	Iteration 6Q: 3 clusters Score -277521.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -277603.937500 Penalty: 2634.421143
	Iteration 7Q: 3 clusters Score -277603.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -277669.000000 Penalty: 2634.421143
	Iteration 8Q: 3 clusters Score -277669 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -277749.593750 Penalty: 2634.421143
	Iteration 9Q: 3 clusters Score -277749.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -277864.750000 Penalty: 2634.421143
	Iteration 10Q: 3 clusters Score -277864.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -277956.406250 Penalty: 2634.421143
	Iteration 11Q: 3 clusters Score -277956.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -278033.750000 Penalty: 2634.421143
	Iteration 12Q: 3 clusters Score -278033.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -278084.843750 Penalty: 2634.421143
	Iteration 13Q: 3 clusters Score -278084.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -278112.718750 Penalty: 2634.421143
	Iteration 14Q: 3 clusters Score -278112.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -278133.937500 Penalty: 2634.421143
	Iteration 15Q: 3 clusters Score -278133.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -278152.218750 Penalty: 2634.421143
	Iteration 16Q: 3 clusters Score -278152.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -278168.781250 Penalty: 2634.421143
	Iteration 17Q: 3 clusters Score -278168.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -278180.000000 Penalty: 2634.421143
	Iteration 18Q: 3 clusters Score -278180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -278194.781250 Penalty: 2634.421143
	Iteration 19Q: 3 clusters Score -278194.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -278210.593750 Penalty: 2634.421143
	Iteration 20F: 3 clusters Score -278210.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -278232.500000 Penalty: 2634.421143
	Iteration 21Q: 3 clusters Score -278232.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -278253.343750 Penalty: 2634.421143
	Iteration 22Q: 3 clusters Score -278253.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -278268.406250 Penalty: 2634.421143
	Iteration 23Q: 3 clusters Score -278268.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -278282.625000 Penalty: 2634.421143
	Iteration 24Q: 3 clusters Score -278282.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -278295.406250 Penalty: 2634.421143
	Iteration 25Q: 3 clusters Score -278295.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -278299.531250 Penalty: 2634.421143
	Iteration 26Q: 3 clusters Score -278299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -278302.312500 Penalty: 2634.421143
	Iteration 27Q: 3 clusters Score -278302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -278304.093750 Penalty: 2634.421143
	Iteration 28Q: 3 clusters Score -278304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -278306.593750 Penalty: 2634.421143
	Iteration 29Q: 3 clusters Score -278306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -278307.375000 Penalty: 2634.421143
	Iteration 30Q: 3 clusters Score -278307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -278307.375000 Penalty: 2634.421143
	Iteration 31F: 3 clusters Score -278307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -449081.187500 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -449081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -445205.781250 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -445205.8 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -446179.562500 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -446179.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -446351.687500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -446351.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -446496.062500 Penalty: 2759.392578
	Iteration 3F: 3 clusters Score -446496.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -446612.687500 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -446612.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -446705.812500 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -446705.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -446805.343750 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -446805.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -446919.281250 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -446919.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -447023.812500 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -447023.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -447142.187500 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -447142.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -447272.218750 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -447272.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -447388.718750 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -447388.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -447495.937500 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -447495.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -447597.937500 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -447597.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -447684.718750 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -447684.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -447768.750000 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -447768.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -447831.218750 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -447831.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -447876.437500 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -447876.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -447906.312500 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -447906.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -447927.593750 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -447927.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -447939.312500 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -447939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -447946.250000 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -447946.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -447950.875000 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -447950.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -447952.406250 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -447952.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -447956.218750 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -447956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -447957.281250 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -447957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -447959.718750 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -447959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -447959.718750 Penalty: 2759.392578
	Iteration 27F: 3 clusters Score -447959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Entering Unmasked Estep 
Score: -355894.125000 Penalty: 1345.739136
	Iteration 0F: 2 clusters Score -355894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -352574.843750 Penalty: 2691.478271
	Iteration 0F: 3 clusters Score -352574.8 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -353489.031250 Penalty: 2691.478271
	Iteration 1F: 3 clusters Score -353489 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -353741.000000 Penalty: 2691.478271
	Iteration 2F: 3 clusters Score -353741 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -353963.437500 Penalty: 2691.478271
	Iteration 3F: 3 clusters Score -353963.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -354195.687500 Penalty: 2691.478271
	Iteration 4F: 3 clusters Score -354195.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -354451.093750 Penalty: 2691.478271
	Iteration 5F: 3 clusters Score -354451.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -354712.156250 Penalty: 2691.478271
	Iteration 6F: 3 clusters Score -354712.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -354955.593750 Penalty: 2691.478271
	Iteration 7F: 3 clusters Score -354955.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -355137.531250 Penalty: 2691.478271
	Iteration 8F: 3 clusters Score -355137.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -355317.531250 Penalty: 2691.478271
	Iteration 9Q: 3 clusters Score -355317.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -355497.968750 Penalty: 2691.478271
	Iteration 10Q: 3 clusters Score -355498 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -355606.343750 Penalty: 2691.478271
	Iteration 11Q: 3 clusters Score -355606.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -355651.750000 Penalty: 2691.478271
	Iteration 12Q: 3 clusters Score -355651.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -355677.812500 Penalty: 2691.478271
	Iteration 13Q: 3 clusters Score -355677.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -355692.968750 Penalty: 2691.478271
	Iteration 14Q: 3 clusters Score -355693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -355706.625000 Penalty: 2691.478271
	Iteration 15Q: 3 clusters Score -355706.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -355716.781250 Penalty: 2691.478271
	Iteration 16Q: 3 clusters Score -355716.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -355719.906250 Penalty: 2691.478271
	Iteration 17Q: 3 clusters Score -355719.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -355721.656250 Penalty: 2691.478271
	Iteration 18Q: 3 clusters Score -355721.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -355722.531250 Penalty: 2691.478271
	Iteration 19Q: 3 clusters Score -355722.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -355724.968750 Penalty: 2691.478271
	Iteration 20F: 3 clusters Score -355725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -355726.375000 Penalty: 2691.478271
	Iteration 21Q: 3 clusters Score -355726.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -355730.375000 Penalty: 2691.478271
	Iteration 22Q: 3 clusters Score -355730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -355733.687500 Penalty: 2691.478271
	Iteration 23Q: 3 clusters Score -355733.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -355737.187500 Penalty: 2691.478271
	Iteration 24Q: 3 clusters Score -355737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -355739.343750 Penalty: 2691.478271
	Iteration 25Q: 3 clusters Score -355739.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -355739.687500 Penalty: 2691.478271
	Iteration 26Q: 3 clusters Score -355739.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -355740.406250 Penalty: 2691.478271
	Iteration 27Q: 3 clusters Score -355740.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -355740.156250 Penalty: 2691.478271
	Iteration 28Q: 3 clusters Score -355740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -355739.875000 Penalty: 2691.478271
	Iteration 29Q: 3 clusters Score -355739.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -355739.875000 Penalty: 2691.478271
	Iteration 30F: 3 clusters Score -355739.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Entering Unmasked Estep 
Score: -2624317.750000 Penalty: 1664.705688
	Iteration 0F: 2 clusters Score -2624318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -2605319.750000 Penalty: 3329.411377
	Iteration 0F: 3 clusters Score -2605320 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2612332.250000 Penalty: 3329.411377
	Iteration 1F: 3 clusters Score -2612332 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2612629.000000 Penalty: 3329.411377
	Iteration 2Q: 3 clusters Score -2612629 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2612899.750000 Penalty: 3329.411377
	Iteration 3Q: 3 clusters Score -2612900 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -2613144.250000 Penalty: 3329.411377
	Iteration 4Q: 3 clusters Score -2613144 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2613398.000000 Penalty: 3329.411377
	Iteration 5Q: 3 clusters Score -2613398 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2613658.250000 Penalty: 3329.411377
	Iteration 6Q: 3 clusters Score -2613658 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2614025.750000 Penalty: 3329.411377
	Iteration 7Q: 3 clusters Score -2614026 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2614584.250000 Penalty: 3329.411377
	Iteration 8Q: 3 clusters Score -2614584 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2615374.750000 Penalty: 3329.411377
	Iteration 9F: 3 clusters Score -2615375 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2616625.000000 Penalty: 3329.411377
	Iteration 10F: 3 clusters Score -2616625 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2618226.250000 Penalty: 3329.411377
	Iteration 11F: 3 clusters Score -2618226 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -2619963.500000 Penalty: 3329.411377
	Iteration 12F: 3 clusters Score -2619964 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -2621317.250000 Penalty: 3329.411377
	Iteration 13F: 3 clusters Score -2621317 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -2622159.000000 Penalty: 3329.411377
	Iteration 14Q: 3 clusters Score -2622159 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -2622601.000000 Penalty: 3329.411377
	Iteration 15Q: 3 clusters Score -2622601 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -2622812.000000 Penalty: 3329.411377
	Iteration 16Q: 3 clusters Score -2622812 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -2622914.500000 Penalty: 3329.411377
	Iteration 17Q: 3 clusters Score -2622914 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -2623007.500000 Penalty: 3329.411377
	Iteration 18Q: 3 clusters Score -2623008 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2623097.750000 Penalty: 3329.411377
	Iteration 19Q: 3 clusters Score -2623098 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -2623159.000000 Penalty: 3329.411377
	Iteration 20F: 3 clusters Score -2623159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -2623220.750000 Penalty: 3329.411377
	Iteration 21Q: 3 clusters Score -2623221 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2623265.000000 Penalty: 3329.411377
	Iteration 22Q: 3 clusters Score -2623265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2623308.500000 Penalty: 3329.411377
	Iteration 23Q: 3 clusters Score -2623308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -2623326.000000 Penalty: 3329.411377
	Iteration 24Q: 3 clusters Score -2623326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2623341.500000 Penalty: 3329.411377
	Iteration 25Q: 3 clusters Score -2623342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2623350.250000 Penalty: 3329.411377
	Iteration 26Q: 3 clusters Score -2623350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2623351.000000 Penalty: 3329.411377
	Iteration 27Q: 3 clusters Score -2623351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -2623355.000000 Penalty: 3329.411377
	Iteration 28Q: 3 clusters Score -2623355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2623356.250000 Penalty: 3329.411377
	Iteration 29Q: 3 clusters Score -2623356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2623359.250000 Penalty: 3329.411377
	Iteration 30Q: 3 clusters Score -2623359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -2623359.250000 Penalty: 3329.411377
	Iteration 31F: 3 clusters Score -2623359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Entering Unmasked Estep 
Score: -187672.375000 Penalty: 1264.909302
	Iteration 0F: 2 clusters Score -187672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -185331.390625 Penalty: 2529.818604
	Iteration 0F: 3 clusters Score -185331.4 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -185908.484375 Penalty: 2529.818604
	Iteration 1F: 3 clusters Score -185908.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -186089.843750 Penalty: 2529.818604
	Iteration 2F: 3 clusters Score -186089.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -186239.437500 Penalty: 2529.818604
	Iteration 3F: 3 clusters Score -186239.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -186346.640625 Penalty: 2529.818604
	Iteration 4F: 3 clusters Score -186346.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -186431.562500 Penalty: 2529.818604
	Iteration 5Q: 3 clusters Score -186431.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -186500.796875 Penalty: 2529.818604
	Iteration 6Q: 3 clusters Score -186500.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -186562.078125 Penalty: 2529.818604
	Iteration 7Q: 3 clusters Score -186562.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -186600.609375 Penalty: 2529.818604
	Iteration 8Q: 3 clusters Score -186600.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -186638.281250 Penalty: 2529.818604
	Iteration 9Q: 3 clusters Score -186638.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -186664.484375 Penalty: 2529.818604
	Iteration 10Q: 3 clusters Score -186664.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -186686.734375 Penalty: 2529.818604
	Iteration 11Q: 3 clusters Score -186686.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -186706.156250 Penalty: 2529.818604
	Iteration 12Q: 3 clusters Score -186706.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -186727.562500 Penalty: 2529.818604
	Iteration 13Q: 3 clusters Score -186727.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -186760.781250 Penalty: 2529.818604
	Iteration 14Q: 3 clusters Score -186760.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -186789.406250 Penalty: 2529.818604
	Iteration 15Q: 3 clusters Score -186789.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -186816.875000 Penalty: 2529.818604
	Iteration 16Q: 3 clusters Score -186816.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -186859.984375 Penalty: 2529.818604
	Iteration 17Q: 3 clusters Score -186860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -186892.203125 Penalty: 2529.818604
	Iteration 18Q: 3 clusters Score -186892.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -186918.312500 Penalty: 2529.818604
	Iteration 19Q: 3 clusters Score -186918.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -186939.109375 Penalty: 2529.818604
	Iteration 20F: 3 clusters Score -186939.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186955.250000 Penalty: 2529.818604
	Iteration 21Q: 3 clusters Score -186955.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -186969.203125 Penalty: 2529.818604
	Iteration 22Q: 3 clusters Score -186969.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186976.031250 Penalty: 2529.818604
	Iteration 23Q: 3 clusters Score -186976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -186979.859375 Penalty: 2529.818604
	Iteration 24Q: 3 clusters Score -186979.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -186983.437500 Penalty: 2529.818604
	Iteration 25Q: 3 clusters Score -186983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -186986.359375 Penalty: 2529.818604
	Iteration 26Q: 3 clusters Score -186986.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -186988.265625 Penalty: 2529.818604
	Iteration 27Q: 3 clusters Score -186988.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -186992.109375 Penalty: 2529.818604
	Iteration 28Q: 3 clusters Score -186992.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -186994.875000 Penalty: 2529.818604
	Iteration 29Q: 3 clusters Score -186994.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -186996.140625 Penalty: 2529.818604
	Iteration 30Q: 3 clusters Score -186996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -187000.203125 Penalty: 2529.818604
	Iteration 31Q: 3 clusters Score -187000.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -187005.781250 Penalty: 2529.818604
	Iteration 32Q: 3 clusters Score -187005.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -187009.890625 Penalty: 2529.818604
	Iteration 33Q: 3 clusters Score -187009.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -187012.062500 Penalty: 2529.818604
	Iteration 34Q: 3 clusters Score -187012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -187012.296875 Penalty: 2529.818604
	Iteration 35Q: 3 clusters Score -187012.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -187012.296875 Penalty: 2529.818604
	Iteration 36F: 3 clusters Score -187012.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Entering Unmasked Estep 
Score: -356167.843750 Penalty: 1352.191528
	Iteration 0F: 2 clusters Score -356167.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -352801.250000 Penalty: 2704.383057
	Iteration 0F: 3 clusters Score -352801.2 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -353884.562500 Penalty: 2704.383057
	Iteration 1F: 3 clusters Score -353884.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -354218.281250 Penalty: 2704.383057
	Iteration 2F: 3 clusters Score -354218.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -354445.937500 Penalty: 2704.383057
	Iteration 3F: 3 clusters Score -354445.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -354595.875000 Penalty: 2704.383057
	Iteration 4F: 3 clusters Score -354595.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -354708.093750 Penalty: 2704.383057
	Iteration 5Q: 3 clusters Score -354708.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -354802.218750 Penalty: 2704.383057
	Iteration 6Q: 3 clusters Score -354802.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -354878.093750 Penalty: 2704.383057
	Iteration 7Q: 3 clusters Score -354878.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -354962.968750 Penalty: 2704.383057
	Iteration 8Q: 3 clusters Score -354963 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -355041.125000 Penalty: 2704.383057
	Iteration 9Q: 3 clusters Score -355041.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -355118.187500 Penalty: 2704.383057
	Iteration 10Q: 3 clusters Score -355118.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -355188.625000 Penalty: 2704.383057
	Iteration 11Q: 3 clusters Score -355188.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -355248.625000 Penalty: 2704.383057
	Iteration 12Q: 3 clusters Score -355248.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -355300.875000 Penalty: 2704.383057
	Iteration 13Q: 3 clusters Score -355300.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -355346.843750 Penalty: 2704.383057
	Iteration 14Q: 3 clusters Score -355346.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -355392.343750 Penalty: 2704.383057
	Iteration 15Q: 3 clusters Score -355392.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -355451.937500 Penalty: 2704.383057
	Iteration 16Q: 3 clusters Score -355451.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -355535.906250 Penalty: 2704.383057
	Iteration 17Q: 3 clusters Score -355535.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -355652.750000 Penalty: 2704.383057
	Iteration 18Q: 3 clusters Score -355652.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -355770.875000 Penalty: 2704.383057
	Iteration 19Q: 3 clusters Score -355770.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -355903.156250 Penalty: 2704.383057
	Iteration 20F: 3 clusters Score -355903.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -355998.156250 Penalty: 2704.383057
	Iteration 21Q: 3 clusters Score -355998.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -356064.968750 Penalty: 2704.383057
	Iteration 22Q: 3 clusters Score -356065 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -356105.187500 Penalty: 2704.383057
	Iteration 23Q: 3 clusters Score -356105.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -356125.250000 Penalty: 2704.383057
	Iteration 24Q: 3 clusters Score -356125.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -356136.437500 Penalty: 2704.383057
	Iteration 25Q: 3 clusters Score -356136.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -356144.187500 Penalty: 2704.383057
	Iteration 26Q: 3 clusters Score -356144.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -356149.000000 Penalty: 2704.383057
	Iteration 27Q: 3 clusters Score -356149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -356150.562500 Penalty: 2704.383057
	Iteration 28Q: 3 clusters Score -356150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -356151.625000 Penalty: 2704.383057
	Iteration 29Q: 3 clusters Score -356151.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -356152.687500 Penalty: 2704.383057
	Iteration 30Q: 3 clusters Score -356152.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -356154.562500 Penalty: 2704.383057
	Iteration 31Q: 3 clusters Score -356154.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -356155.250000 Penalty: 2704.383057
	Iteration 32Q: 3 clusters Score -356155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -356155.250000 Penalty: 2704.383057
	Iteration 33F: 3 clusters Score -356155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -569735.187500 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -569735.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -565010.437500 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -565010.4 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -566357.687500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -566357.7 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -566598.250000 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -566598.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -566779.250000 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -566779.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -566944.250000 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -566944.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -567098.750000 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -567098.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -567291.812500 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -567291.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -567525.312500 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -567525.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -567764.625000 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -567764.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -567977.562500 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -567977.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -568140.187500 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -568140.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -568257.000000 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -568257 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -568346.375000 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -568346.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -568410.062500 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -568410.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -568448.437500 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -568448.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -568484.812500 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -568484.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -568514.250000 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -568514.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -568530.000000 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -568530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -568537.000000 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -568537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -568542.187500 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -568542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -568547.687500 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -568547.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -568552.937500 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -568552.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -568556.125000 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -568556.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -568556.125000 Penalty: 2838.208496
	Iteration 23F: 3 clusters Score -568556.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (9344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Entering Unmasked Estep 
Score: -840902.000000 Penalty: 1485.654541
	Iteration 0F: 2 clusters Score -840902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -834122.875000 Penalty: 2971.309082
	Iteration 0F: 3 clusters Score -834122.9 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -836357.750000 Penalty: 2971.309082
	Iteration 1F: 3 clusters Score -836357.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -836649.562500 Penalty: 2971.309082
	Iteration 2F: 3 clusters Score -836649.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -836862.625000 Penalty: 2971.309082
	Iteration 3F: 3 clusters Score -836862.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -837082.812500 Penalty: 2971.309082
	Iteration 4Q: 3 clusters Score -837082.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -837294.875000 Penalty: 2971.309082
	Iteration 5Q: 3 clusters Score -837294.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -837517.250000 Penalty: 2971.309082
	Iteration 6Q: 3 clusters Score -837517.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -837745.812500 Penalty: 2971.309082
	Iteration 7Q: 3 clusters Score -837745.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -837962.250000 Penalty: 2971.309082
	Iteration 8Q: 3 clusters Score -837962.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -838151.437500 Penalty: 2971.309082
	Iteration 9Q: 3 clusters Score -838151.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -838338.437500 Penalty: 2971.309082
	Iteration 10Q: 3 clusters Score -838338.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -838524.875000 Penalty: 2971.309082
	Iteration 11Q: 3 clusters Score -838524.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -838703.125000 Penalty: 2971.309082
	Iteration 12Q: 3 clusters Score -838703.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -838841.000000 Penalty: 2971.309082
	Iteration 13Q: 3 clusters Score -838841 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -838965.375000 Penalty: 2971.309082
	Iteration 14Q: 3 clusters Score -838965.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -839085.312500 Penalty: 2971.309082
	Iteration 15Q: 3 clusters Score -839085.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -839178.187500 Penalty: 2971.309082
	Iteration 16Q: 3 clusters Score -839178.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -839268.250000 Penalty: 2971.309082
	Iteration 17Q: 3 clusters Score -839268.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -839349.312500 Penalty: 2971.309082
	Iteration 18Q: 3 clusters Score -839349.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -839427.437500 Penalty: 2971.309082
	Iteration 19Q: 3 clusters Score -839427.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -839479.625000 Penalty: 2971.309082
	Iteration 20F: 3 clusters Score -839479.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -839515.000000 Penalty: 2971.309082
	Iteration 21Q: 3 clusters Score -839515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -839546.937500 Penalty: 2971.309082
	Iteration 22Q: 3 clusters Score -839546.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -839571.437500 Penalty: 2971.309082
	Iteration 23Q: 3 clusters Score -839571.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -839592.937500 Penalty: 2971.309082
	Iteration 24Q: 3 clusters Score -839592.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -839605.750000 Penalty: 2971.309082
	Iteration 25Q: 3 clusters Score -839605.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -839619.875000 Penalty: 2971.309082
	Iteration 26Q: 3 clusters Score -839619.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -839629.562500 Penalty: 2971.309082
	Iteration 27Q: 3 clusters Score -839629.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -839637.500000 Penalty: 2971.309082
	Iteration 28Q: 3 clusters Score -839637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -839647.000000 Penalty: 2971.309082
	Iteration 29Q: 3 clusters Score -839647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -839651.937500 Penalty: 2971.309082
	Iteration 30Q: 3 clusters Score -839651.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -839659.875000 Penalty: 2971.309082
	Iteration 31Q: 3 clusters Score -839659.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -839663.812500 Penalty: 2971.309082
	Iteration 32Q: 3 clusters Score -839663.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -839668.125000 Penalty: 2971.309082
	Iteration 33Q: 3 clusters Score -839668.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -839674.937500 Penalty: 2971.309082
	Iteration 34Q: 3 clusters Score -839674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -839681.562500 Penalty: 2971.309082
	Iteration 35Q: 3 clusters Score -839681.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -839687.250000 Penalty: 2971.309082
	Iteration 36Q: 3 clusters Score -839687.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -839694.437500 Penalty: 2971.309082
	Iteration 37Q: 3 clusters Score -839694.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -839697.000000 Penalty: 2971.309082
	Iteration 38Q: 3 clusters Score -839697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -839698.687500 Penalty: 2971.309082
	Iteration 39Q: 3 clusters Score -839698.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -839699.562500 Penalty: 2971.309082
	Iteration 40F: 3 clusters Score -839699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -839701.062500 Penalty: 2971.309082
	Iteration 41Q: 3 clusters Score -839701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -839705.375000 Penalty: 2971.309082
	Iteration 42Q: 3 clusters Score -839705.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -839708.812500 Penalty: 2971.309082
	Iteration 43Q: 3 clusters Score -839708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -839709.750000 Penalty: 2971.309082
	Iteration 44Q: 3 clusters Score -839709.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -839710.812500 Penalty: 2971.309082
	Iteration 45Q: 3 clusters Score -839710.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -839715.437500 Penalty: 2971.309082
	Iteration 46Q: 3 clusters Score -839715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -839715.375000 Penalty: 2971.309082
	Iteration 47Q: 3 clusters Score -839715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -839715.812500 Penalty: 2971.309082
	Iteration 48Q: 3 clusters Score -839715.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -839715.812500 Penalty: 2971.309082
	Iteration 49F: 3 clusters Score -839715.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -834582.875000 Penalty: 1479.703613
	Iteration 0F: 2 clusters Score -834582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -828038.625000 Penalty: 2959.407227
	Iteration 0F: 3 clusters Score -828038.6 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -830107.250000 Penalty: 2959.407227
	Iteration 1F: 3 clusters Score -830107.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -830353.437500 Penalty: 2959.407227
	Iteration 2F: 3 clusters Score -830353.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -830558.812500 Penalty: 2959.407227
	Iteration 3F: 3 clusters Score -830558.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -830730.187500 Penalty: 2959.407227
	Iteration 4Q: 3 clusters Score -830730.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -830893.187500 Penalty: 2959.407227
	Iteration 5Q: 3 clusters Score -830893.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -831061.562500 Penalty: 2959.407227
	Iteration 6Q: 3 clusters Score -831061.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -831245.812500 Penalty: 2959.407227
	Iteration 7Q: 3 clusters Score -831245.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -831476.625000 Penalty: 2959.407227
	Iteration 8Q: 3 clusters Score -831476.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -831751.937500 Penalty: 2959.407227
	Iteration 9Q: 3 clusters Score -831751.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -832053.750000 Penalty: 2959.407227
	Iteration 10Q: 3 clusters Score -832053.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -832387.187500 Penalty: 2959.407227
	Iteration 11Q: 3 clusters Score -832387.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -832686.812500 Penalty: 2959.407227
	Iteration 12Q: 3 clusters Score -832686.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -832923.500000 Penalty: 2959.407227
	Iteration 13Q: 3 clusters Score -832923.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -833096.625000 Penalty: 2959.407227
	Iteration 14Q: 3 clusters Score -833096.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -833220.875000 Penalty: 2959.407227
	Iteration 15Q: 3 clusters Score -833220.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -833314.812500 Penalty: 2959.407227
	Iteration 16Q: 3 clusters Score -833314.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -833383.625000 Penalty: 2959.407227
	Iteration 17Q: 3 clusters Score -833383.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -833428.750000 Penalty: 2959.407227
	Iteration 18Q: 3 clusters Score -833428.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -833448.250000 Penalty: 2959.407227
	Iteration 19Q: 3 clusters Score -833448.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -833472.687500 Penalty: 2959.407227
	Iteration 20F: 3 clusters Score -833472.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -833490.062500 Penalty: 2959.407227
	Iteration 21Q: 3 clusters Score -833490.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -833513.125000 Penalty: 2959.407227
	Iteration 22Q: 3 clusters Score -833513.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -833529.375000 Penalty: 2959.407227
	Iteration 23Q: 3 clusters Score -833529.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -833538.562500 Penalty: 2959.407227
	Iteration 24Q: 3 clusters Score -833538.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -833543.937500 Penalty: 2959.407227
	Iteration 25Q: 3 clusters Score -833543.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -833550.750000 Penalty: 2959.407227
	Iteration 26Q: 3 clusters Score -833550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -833554.312500 Penalty: 2959.407227
	Iteration 27Q: 3 clusters Score -833554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -833557.437500 Penalty: 2959.407227
	Iteration 28Q: 3 clusters Score -833557.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -833559.062500 Penalty: 2959.407227
	Iteration 29Q: 3 clusters Score -833559.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -833561.187500 Penalty: 2959.407227
	Iteration 30Q: 3 clusters Score -833561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -833562.875000 Penalty: 2959.407227
	Iteration 31Q: 3 clusters Score -833562.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -833563.125000 Penalty: 2959.407227
	Iteration 32Q: 3 clusters Score -833563.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -833565.750000 Penalty: 2959.407227
	Iteration 33Q: 3 clusters Score -833565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -833569.187500 Penalty: 2959.407227
	Iteration 34Q: 3 clusters Score -833569.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -833569.562500 Penalty: 2959.407227
	Iteration 35Q: 3 clusters Score -833569.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -833571.750000 Penalty: 2959.407227
	Iteration 36Q: 3 clusters Score -833571.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -833573.812500 Penalty: 2959.407227
	Iteration 37Q: 3 clusters Score -833573.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -833576.187500 Penalty: 2959.407227
	Iteration 38Q: 3 clusters Score -833576.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -833577.937500 Penalty: 2959.407227
	Iteration 39Q: 3 clusters Score -833577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -833580.250000 Penalty: 2959.407227
	Iteration 40F: 3 clusters Score -833580.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -833579.250000 Penalty: 2959.407227
	Iteration 41Q: 3 clusters Score -833579.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -833579.250000 Penalty: 2959.407227
	Iteration 42F: 3 clusters Score -833579.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Entering Unmasked Estep 
Score: -2854108.500000 Penalty: 1684.699097
	Iteration 0F: 2 clusters Score -2854108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2832560.750000 Penalty: 3369.398193
	Iteration 0F: 3 clusters Score -2832561 nChanged 14690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2840505.500000 Penalty: 3369.398193
	Iteration 1F: 3 clusters Score -2840506 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2840878.750000 Penalty: 3369.398193
	Iteration 2Q: 3 clusters Score -2840879 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2841202.750000 Penalty: 3369.398193
	Iteration 3Q: 3 clusters Score -2841203 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2841542.750000 Penalty: 3369.398193
	Iteration 4Q: 3 clusters Score -2841543 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2841912.500000 Penalty: 3369.398193
	Iteration 5Q: 3 clusters Score -2841912 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2842379.000000 Penalty: 3369.398193
	Iteration 6Q: 3 clusters Score -2842379 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2843026.250000 Penalty: 3369.398193
	Iteration 7Q: 3 clusters Score -2843026 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -2843851.250000 Penalty: 3369.398193
	Iteration 8Q: 3 clusters Score -2843851 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2844917.750000 Penalty: 3369.398193
	Iteration 9F: 3 clusters Score -2844918 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -2846048.500000 Penalty: 3369.398193
	Iteration 10F: 3 clusters Score -2846048 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2847065.250000 Penalty: 3369.398193
	Iteration 11Q: 3 clusters Score -2847065 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2847948.500000 Penalty: 3369.398193
	Iteration 12Q: 3 clusters Score -2847948 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2848654.750000 Penalty: 3369.398193
	Iteration 13Q: 3 clusters Score -2848655 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2849204.750000 Penalty: 3369.398193
	Iteration 14Q: 3 clusters Score -2849205 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2849648.750000 Penalty: 3369.398193
	Iteration 15Q: 3 clusters Score -2849649 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2850009.750000 Penalty: 3369.398193
	Iteration 16Q: 3 clusters Score -2850010 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -2850363.250000 Penalty: 3369.398193
	Iteration 17Q: 3 clusters Score -2850363 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2850774.000000 Penalty: 3369.398193
	Iteration 18Q: 3 clusters Score -2850774 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2851175.250000 Penalty: 3369.398193
	Iteration 19Q: 3 clusters Score -2851175 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2851563.000000 Penalty: 3369.398193
	Iteration 20F: 3 clusters Score -2851563 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2851856.000000 Penalty: 3369.398193
	Iteration 21Q: 3 clusters Score -2851856 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2852068.250000 Penalty: 3369.398193
	Iteration 22Q: 3 clusters Score -2852068 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2852240.000000 Penalty: 3369.398193
	Iteration 23Q: 3 clusters Score -2852240 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2852382.750000 Penalty: 3369.398193
	Iteration 24Q: 3 clusters Score -2852383 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2852471.000000 Penalty: 3369.398193
	Iteration 25Q: 3 clusters Score -2852471 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2852549.000000 Penalty: 3369.398193
	Iteration 26Q: 3 clusters Score -2852549 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2852605.000000 Penalty: 3369.398193
	Iteration 27Q: 3 clusters Score -2852605 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2852654.250000 Penalty: 3369.398193
	Iteration 28Q: 3 clusters Score -2852654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2852687.750000 Penalty: 3369.398193
	Iteration 29Q: 3 clusters Score -2852688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2852705.500000 Penalty: 3369.398193
	Iteration 30Q: 3 clusters Score -2852706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2852706.250000 Penalty: 3369.398193
	Iteration 31Q: 3 clusters Score -2852706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2852712.750000 Penalty: 3369.398193
	Iteration 32Q: 3 clusters Score -2852713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2852725.500000 Penalty: 3369.398193
	Iteration 33Q: 3 clusters Score -2852726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2852730.750000 Penalty: 3369.398193
	Iteration 34Q: 3 clusters Score -2852731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2852733.000000 Penalty: 3369.398193
	Iteration 35Q: 3 clusters Score -2852733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2852735.500000 Penalty: 3369.398193
	Iteration 36Q: 3 clusters Score -2852736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2852737.250000 Penalty: 3369.398193
	Iteration 37Q: 3 clusters Score -2852737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2852741.250000 Penalty: 3369.398193
	Iteration 38Q: 3 clusters Score -2852741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2852742.750000 Penalty: 3369.398193
	Iteration 39Q: 3 clusters Score -2852743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31355 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2852743.750000 Penalty: 3369.398193
	Iteration 40F: 3 clusters Score -2852744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2852749.250000 Penalty: 3369.398193
	Iteration 41Q: 3 clusters Score -2852749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2852747.500000 Penalty: 3369.398193
	Iteration 42Q: 3 clusters Score -2852748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2852751.000000 Penalty: 3369.398193
	Iteration 43Q: 3 clusters Score -2852751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2852754.500000 Penalty: 3369.398193
	Iteration 44Q: 3 clusters Score -2852754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2852761.000000 Penalty: 3369.398193
	Iteration 45Q: 3 clusters Score -2852761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2852764.000000 Penalty: 3369.398193
	Iteration 46Q: 3 clusters Score -2852764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2852767.250000 Penalty: 3369.398193
	Iteration 47Q: 3 clusters Score -2852767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2852776.500000 Penalty: 3369.398193
	Iteration 48Q: 3 clusters Score -2852776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2852778.750000 Penalty: 3369.398193
	Iteration 49Q: 3 clusters Score -2852779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2852784.500000 Penalty: 3369.398193
	Iteration 50Q: 3 clusters Score -2852784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2852791.500000 Penalty: 3369.398193
	Iteration 51Q: 3 clusters Score -2852792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2852791.000000 Penalty: 3369.398193
	Iteration 52Q: 3 clusters Score -2852791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2852795.500000 Penalty: 3369.398193
	Iteration 53Q: 3 clusters Score -2852796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2852802.250000 Penalty: 3369.398193
	Iteration 54Q: 3 clusters Score -2852802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2852802.000000 Penalty: 3369.398193
	Iteration 55Q: 3 clusters Score -2852802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2852807.000000 Penalty: 3369.398193
	Iteration 56Q: 3 clusters Score -2852807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2852810.750000 Penalty: 3369.398193
	Iteration 57Q: 3 clusters Score -2852811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2852810.750000 Penalty: 3369.398193
	Iteration 58F: 3 clusters Score -2852811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Entering Unmasked Estep 
Score: -1622633.250000 Penalty: 1591.508057
	Iteration 0F: 2 clusters Score -1622633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1610259.125000 Penalty: 3183.016113
	Iteration 0F: 3 clusters Score -1610259 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1614787.750000 Penalty: 3183.016113
	Iteration 1F: 3 clusters Score -1614788 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1615094.750000 Penalty: 3183.016113
	Iteration 2Q: 3 clusters Score -1615095 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1615336.125000 Penalty: 3183.016113
	Iteration 3Q: 3 clusters Score -1615336 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1615542.375000 Penalty: 3183.016113
	Iteration 4Q: 3 clusters Score -1615542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1615709.500000 Penalty: 3183.016113
	Iteration 5Q: 3 clusters Score -1615710 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1615862.375000 Penalty: 3183.016113
	Iteration 6Q: 3 clusters Score -1615862 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1616009.125000 Penalty: 3183.016113
	Iteration 7Q: 3 clusters Score -1616009 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1616155.875000 Penalty: 3183.016113
	Iteration 8Q: 3 clusters Score -1616156 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1616334.250000 Penalty: 3183.016113
	Iteration 9Q: 3 clusters Score -1616334 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1616541.000000 Penalty: 3183.016113
	Iteration 10Q: 3 clusters Score -1616541 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1616831.375000 Penalty: 3183.016113
	Iteration 11Q: 3 clusters Score -1616831 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1617289.375000 Penalty: 3183.016113
	Iteration 12Q: 3 clusters Score -1617289 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1617898.500000 Penalty: 3183.016113
	Iteration 13Q: 3 clusters Score -1617898 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1618546.750000 Penalty: 3183.016113
	Iteration 14Q: 3 clusters Score -1618547 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1619111.500000 Penalty: 3183.016113
	Iteration 15Q: 3 clusters Score -1619112 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1619529.625000 Penalty: 3183.016113
	Iteration 16Q: 3 clusters Score -1619530 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1619797.375000 Penalty: 3183.016113
	Iteration 17Q: 3 clusters Score -1619797 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1619980.375000 Penalty: 3183.016113
	Iteration 18Q: 3 clusters Score -1619980 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -1620124.500000 Penalty: 3183.016113
	Iteration 19Q: 3 clusters Score -1620124 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1620246.375000 Penalty: 3183.016113
	Iteration 20F: 3 clusters Score -1620246 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -1620338.125000 Penalty: 3183.016113
	Iteration 21Q: 3 clusters Score -1620338 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1620414.375000 Penalty: 3183.016113
	Iteration 22Q: 3 clusters Score -1620414 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1620488.250000 Penalty: 3183.016113
	Iteration 23Q: 3 clusters Score -1620488 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1620535.500000 Penalty: 3183.016113
	Iteration 24Q: 3 clusters Score -1620536 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1620579.125000 Penalty: 3183.016113
	Iteration 25Q: 3 clusters Score -1620579 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1620610.000000 Penalty: 3183.016113
	Iteration 26Q: 3 clusters Score -1620610 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1620643.625000 Penalty: 3183.016113
	Iteration 27Q: 3 clusters Score -1620644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -1620666.375000 Penalty: 3183.016113
	Iteration 28Q: 3 clusters Score -1620666 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -1620688.625000 Penalty: 3183.016113
	Iteration 29Q: 3 clusters Score -1620689 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1620711.250000 Penalty: 3183.016113
	Iteration 30Q: 3 clusters Score -1620711 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1620731.625000 Penalty: 3183.016113
	Iteration 31Q: 3 clusters Score -1620732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1620755.875000 Penalty: 3183.016113
	Iteration 32Q: 3 clusters Score -1620756 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -1620781.125000 Penalty: 3183.016113
	Iteration 33Q: 3 clusters Score -1620781 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1620806.000000 Penalty: 3183.016113
	Iteration 34Q: 3 clusters Score -1620806 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1620831.375000 Penalty: 3183.016113
	Iteration 35Q: 3 clusters Score -1620831 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1620869.125000 Penalty: 3183.016113
	Iteration 36Q: 3 clusters Score -1620869 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1620890.875000 Penalty: 3183.016113
	Iteration 37Q: 3 clusters Score -1620891 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -1620921.125000 Penalty: 3183.016113
	Iteration 38Q: 3 clusters Score -1620921 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1620947.750000 Penalty: 3183.016113
	Iteration 39Q: 3 clusters Score -1620948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -1620974.750000 Penalty: 3183.016113
	Iteration 40F: 3 clusters Score -1620975 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1620997.375000 Penalty: 3183.016113
	Iteration 41Q: 3 clusters Score -1620997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -1621022.125000 Penalty: 3183.016113
	Iteration 42Q: 3 clusters Score -1621022 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -1621037.000000 Penalty: 3183.016113
	Iteration 43Q: 3 clusters Score -1621037 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -1621046.125000 Penalty: 3183.016113
	Iteration 44Q: 3 clusters Score -1621046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1621062.875000 Penalty: 3183.016113
	Iteration 45Q: 3 clusters Score -1621063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -1621078.875000 Penalty: 3183.016113
	Iteration 46Q: 3 clusters Score -1621079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1621102.250000 Penalty: 3183.016113
	Iteration 47Q: 3 clusters Score -1621102 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1621118.250000 Penalty: 3183.016113
	Iteration 48Q: 3 clusters Score -1621118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1621138.625000 Penalty: 3183.016113
	Iteration 49Q: 3 clusters Score -1621139 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1621157.625000 Penalty: 3183.016113
	Iteration 50Q: 3 clusters Score -1621158 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -1621176.500000 Penalty: 3183.016113
	Iteration 51Q: 3 clusters Score -1621176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1621186.625000 Penalty: 3183.016113
	Iteration 52Q: 3 clusters Score -1621187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -1621200.250000 Penalty: 3183.016113
	Iteration 53Q: 3 clusters Score -1621200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -1621222.250000 Penalty: 3183.016113
	Iteration 54Q: 3 clusters Score -1621222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1621239.875000 Penalty: 3183.016113
	Iteration 55Q: 3 clusters Score -1621240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -1621247.250000 Penalty: 3183.016113
	Iteration 56Q: 3 clusters Score -1621247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -1621256.000000 Penalty: 3183.016113
	Iteration 57Q: 3 clusters Score -1621256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -1621263.125000 Penalty: 3183.016113
	Iteration 58Q: 3 clusters Score -1621263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1621269.000000 Penalty: 3183.016113
	Iteration 59Q: 3 clusters Score -1621269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -1621277.375000 Penalty: 3183.016113
	Iteration 60F: 3 clusters Score -1621277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1621280.500000 Penalty: 3183.016113
	Iteration 61Q: 3 clusters Score -1621280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1621281.125000 Penalty: 3183.016113
	Iteration 62Q: 3 clusters Score -1621281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -1621285.250000 Penalty: 3183.016113
	Iteration 63Q: 3 clusters Score -1621285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1621294.750000 Penalty: 3183.016113
	Iteration 64Q: 3 clusters Score -1621295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1621294.250000 Penalty: 3183.016113
	Iteration 65Q: 3 clusters Score -1621294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1621296.000000 Penalty: 3183.016113
	Iteration 66Q: 3 clusters Score -1621296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1621296.750000 Penalty: 3183.016113
	Iteration 67Q: 3 clusters Score -1621297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -1621300.500000 Penalty: 3183.016113
	Iteration 68Q: 3 clusters Score -1621300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1621303.250000 Penalty: 3183.016113
	Iteration 69Q: 3 clusters Score -1621303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -1621304.750000 Penalty: 3183.016113
	Iteration 70Q: 3 clusters Score -1621305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1621305.125000 Penalty: 3183.016113
	Iteration 71Q: 3 clusters Score -1621305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1621306.875000 Penalty: 3183.016113
	Iteration 72Q: 3 clusters Score -1621307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -1621307.375000 Penalty: 3183.016113
	Iteration 73Q: 3 clusters Score -1621307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1621309.625000 Penalty: 3183.016113
	Iteration 74Q: 3 clusters Score -1621310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -1621311.750000 Penalty: 3183.016113
	Iteration 75Q: 3 clusters Score -1621312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1621313.000000 Penalty: 3183.016113
	Iteration 76Q: 3 clusters Score -1621313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -1621313.000000 Penalty: 3183.016113
	Iteration 77F: 3 clusters Score -1621313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -97920.695312 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -97920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -96352.523438 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -96352.52 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -96803.570312 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -96803.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -96978.335938 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -96978.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -97083.414062 Penalty: 2323.978027
	Iteration 3F: 3 clusters Score -97083.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -97152.851562 Penalty: 2323.978027
	Iteration 4Q: 3 clusters Score -97152.85 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -97201.164062 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -97201.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -97242.476562 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -97242.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -97285.125000 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -97285.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -97307.203125 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -97307.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -97321.664062 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -97321.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -97327.671875 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -97327.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -97332.578125 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -97332.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -97339.242188 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -97339.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -97345.726562 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -97345.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -97350.648438 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -97350.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -97351.929688 Penalty: 2323.978027
	Iteration 15Q: 3 clusters Score -97351.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -97354.562500 Penalty: 2323.978027
	Iteration 16Q: 3 clusters Score -97354.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -97357.031250 Penalty: 2323.978027
	Iteration 17Q: 3 clusters Score -97357.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97357.468750 Penalty: 2323.978027
	Iteration 18Q: 3 clusters Score -97357.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -97359.250000 Penalty: 2323.978027
	Iteration 19F: 3 clusters Score -97359.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -97378.265625 Penalty: 2323.978027
	Iteration 20F: 3 clusters Score -97378.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -97386.625000 Penalty: 2323.978027
	Iteration 21Q: 3 clusters Score -97386.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -97405.429688 Penalty: 2323.978027
	Iteration 22Q: 3 clusters Score -97405.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97421.257812 Penalty: 2323.978027
	Iteration 23Q: 3 clusters Score -97421.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -97426.882812 Penalty: 2323.978027
	Iteration 24Q: 3 clusters Score -97426.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -97431.273438 Penalty: 2323.978027
	Iteration 25Q: 3 clusters Score -97431.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -97435.398438 Penalty: 2323.978027
	Iteration 26Q: 3 clusters Score -97435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97438.984375 Penalty: 2323.978027
	Iteration 27Q: 3 clusters Score -97438.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97440.968750 Penalty: 2323.978027
	Iteration 28Q: 3 clusters Score -97440.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -97441.914062 Penalty: 2323.978027
	Iteration 29Q: 3 clusters Score -97441.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97443.679688 Penalty: 2323.978027
	Iteration 30Q: 3 clusters Score -97443.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -97445.117188 Penalty: 2323.978027
	Iteration 31Q: 3 clusters Score -97445.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -97446.320312 Penalty: 2323.978027
	Iteration 32Q: 3 clusters Score -97446.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -97446.320312 Penalty: 2323.978027
	Iteration 33F: 3 clusters Score -97446.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Entering Unmasked Estep 
Score: -433710.812500 Penalty: 1379.662964
	Iteration 0F: 2 clusters Score -433710.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -429823.250000 Penalty: 2759.325928
	Iteration 0F: 3 clusters Score -429823.2 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -431048.312500 Penalty: 2759.325928
	Iteration 1F: 3 clusters Score -431048.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -431346.781250 Penalty: 2759.325928
	Iteration 2F: 3 clusters Score -431346.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -431619.343750 Penalty: 2759.325928
	Iteration 3F: 3 clusters Score -431619.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -431833.906250 Penalty: 2759.325928
	Iteration 4F: 3 clusters Score -431833.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431989.375000 Penalty: 2759.325928
	Iteration 5Q: 3 clusters Score -431989.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -432103.843750 Penalty: 2759.325928
	Iteration 6Q: 3 clusters Score -432103.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -432190.500000 Penalty: 2759.325928
	Iteration 7Q: 3 clusters Score -432190.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -432263.468750 Penalty: 2759.325928
	Iteration 8Q: 3 clusters Score -432263.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -432309.093750 Penalty: 2759.325928
	Iteration 9Q: 3 clusters Score -432309.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -432351.562500 Penalty: 2759.325928
	Iteration 10Q: 3 clusters Score -432351.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -432401.750000 Penalty: 2759.325928
	Iteration 11Q: 3 clusters Score -432401.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -432465.531250 Penalty: 2759.325928
	Iteration 12Q: 3 clusters Score -432465.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -432529.750000 Penalty: 2759.325928
	Iteration 13Q: 3 clusters Score -432529.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -432598.250000 Penalty: 2759.325928
	Iteration 14Q: 3 clusters Score -432598.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -432670.937500 Penalty: 2759.325928
	Iteration 15Q: 3 clusters Score -432670.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -432742.968750 Penalty: 2759.325928
	Iteration 16Q: 3 clusters Score -432743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -432793.781250 Penalty: 2759.325928
	Iteration 17Q: 3 clusters Score -432793.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -432832.218750 Penalty: 2759.325928
	Iteration 18Q: 3 clusters Score -432832.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -432867.656250 Penalty: 2759.325928
	Iteration 19Q: 3 clusters Score -432867.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -432907.875000 Penalty: 2759.325928
	Iteration 20F: 3 clusters Score -432907.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -432936.843750 Penalty: 2759.325928
	Iteration 21Q: 3 clusters Score -432936.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -432966.343750 Penalty: 2759.325928
	Iteration 22Q: 3 clusters Score -432966.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -432983.718750 Penalty: 2759.325928
	Iteration 23Q: 3 clusters Score -432983.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -432997.781250 Penalty: 2759.325928
	Iteration 24Q: 3 clusters Score -432997.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -433006.000000 Penalty: 2759.325928
	Iteration 25Q: 3 clusters Score -433006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -433010.281250 Penalty: 2759.325928
	Iteration 26Q: 3 clusters Score -433010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -433016.312500 Penalty: 2759.325928
	Iteration 27Q: 3 clusters Score -433016.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -433019.625000 Penalty: 2759.325928
	Iteration 28Q: 3 clusters Score -433019.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -433023.156250 Penalty: 2759.325928
	Iteration 29Q: 3 clusters Score -433023.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -433024.843750 Penalty: 2759.325928
	Iteration 30Q: 3 clusters Score -433024.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -433028.718750 Penalty: 2759.325928
	Iteration 31Q: 3 clusters Score -433028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -433031.218750 Penalty: 2759.325928
	Iteration 32Q: 3 clusters Score -433031.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -433033.937500 Penalty: 2759.325928
	Iteration 33Q: 3 clusters Score -433033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -433034.375000 Penalty: 2759.325928
	Iteration 34Q: 3 clusters Score -433034.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -433035.593750 Penalty: 2759.325928
	Iteration 35Q: 3 clusters Score -433035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -433037.031250 Penalty: 2759.325928
	Iteration 36Q: 3 clusters Score -433037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -433037.656250 Penalty: 2759.325928
	Iteration 37Q: 3 clusters Score -433037.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -433038.281250 Penalty: 2759.325928
	Iteration 38Q: 3 clusters Score -433038.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -433038.281250 Penalty: 2759.325928
	Iteration 39F: 3 clusters Score -433038.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Entering Unmasked Estep 
Score: -527776.812500 Penalty: 1411.352539
	Iteration 0F: 2 clusters Score -527776.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -523218.343750 Penalty: 2822.705078
	Iteration 0F: 3 clusters Score -523218.3 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -524742.000000 Penalty: 2822.705078
	Iteration 1F: 3 clusters Score -524742 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -525088.562500 Penalty: 2822.705078
	Iteration 2F: 3 clusters Score -525088.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -525397.625000 Penalty: 2822.705078
	Iteration 3F: 3 clusters Score -525397.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -525702.750000 Penalty: 2822.705078
	Iteration 4F: 3 clusters Score -525702.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -525993.062500 Penalty: 2822.705078
	Iteration 5F: 3 clusters Score -525993.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -526188.187500 Penalty: 2822.705078
	Iteration 6F: 3 clusters Score -526188.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -526316.625000 Penalty: 2822.705078
	Iteration 7Q: 3 clusters Score -526316.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -526390.562500 Penalty: 2822.705078
	Iteration 8Q: 3 clusters Score -526390.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -526450.187500 Penalty: 2822.705078
	Iteration 9Q: 3 clusters Score -526450.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -526502.875000 Penalty: 2822.705078
	Iteration 10Q: 3 clusters Score -526502.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -526551.187500 Penalty: 2822.705078
	Iteration 11Q: 3 clusters Score -526551.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -526594.812500 Penalty: 2822.705078
	Iteration 12Q: 3 clusters Score -526594.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -526656.875000 Penalty: 2822.705078
	Iteration 13Q: 3 clusters Score -526656.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -526712.687500 Penalty: 2822.705078
	Iteration 14Q: 3 clusters Score -526712.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -526768.250000 Penalty: 2822.705078
	Iteration 15Q: 3 clusters Score -526768.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -526814.125000 Penalty: 2822.705078
	Iteration 16Q: 3 clusters Score -526814.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -526853.250000 Penalty: 2822.705078
	Iteration 17Q: 3 clusters Score -526853.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -526885.562500 Penalty: 2822.705078
	Iteration 18Q: 3 clusters Score -526885.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -526924.625000 Penalty: 2822.705078
	Iteration 19Q: 3 clusters Score -526924.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -526959.562500 Penalty: 2822.705078
	Iteration 20F: 3 clusters Score -526959.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -526987.937500 Penalty: 2822.705078
	Iteration 21Q: 3 clusters Score -526987.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -527016.187500 Penalty: 2822.705078
	Iteration 22Q: 3 clusters Score -527016.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -527041.937500 Penalty: 2822.705078
	Iteration 23Q: 3 clusters Score -527041.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -527065.250000 Penalty: 2822.705078
	Iteration 24Q: 3 clusters Score -527065.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -527081.625000 Penalty: 2822.705078
	Iteration 25Q: 3 clusters Score -527081.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -527097.562500 Penalty: 2822.705078
	Iteration 26Q: 3 clusters Score -527097.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -527109.375000 Penalty: 2822.705078
	Iteration 27Q: 3 clusters Score -527109.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -527121.250000 Penalty: 2822.705078
	Iteration 28Q: 3 clusters Score -527121.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -527129.500000 Penalty: 2822.705078
	Iteration 29Q: 3 clusters Score -527129.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -527137.312500 Penalty: 2822.705078
	Iteration 30Q: 3 clusters Score -527137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -527140.937500 Penalty: 2822.705078
	Iteration 31Q: 3 clusters Score -527140.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -527143.812500 Penalty: 2822.705078
	Iteration 32Q: 3 clusters Score -527143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -527146.812500 Penalty: 2822.705078
	Iteration 33Q: 3 clusters Score -527146.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -527149.875000 Penalty: 2822.705078
	Iteration 34Q: 3 clusters Score -527149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -527150.500000 Penalty: 2822.705078
	Iteration 35Q: 3 clusters Score -527150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -527150.500000 Penalty: 2822.705078
	Iteration 36F: 3 clusters Score -527150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Entering Unmasked Estep 
Score: -472599.937500 Penalty: 1400.092163
	Iteration 0F: 2 clusters Score -472599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -468274.312500 Penalty: 2800.184326
	Iteration 0F: 3 clusters Score -468274.3 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -469481.937500 Penalty: 2800.184326
	Iteration 1F: 3 clusters Score -469481.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -469726.156250 Penalty: 2800.184326
	Iteration 2F: 3 clusters Score -469726.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -469917.062500 Penalty: 2800.184326
	Iteration 3F: 3 clusters Score -469917.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -470083.687500 Penalty: 2800.184326
	Iteration 4F: 3 clusters Score -470083.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -470229.656250 Penalty: 2800.184326
	Iteration 5Q: 3 clusters Score -470229.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -470369.531250 Penalty: 2800.184326
	Iteration 6Q: 3 clusters Score -470369.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -470533.781250 Penalty: 2800.184326
	Iteration 7Q: 3 clusters Score -470533.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -470709.031250 Penalty: 2800.184326
	Iteration 8Q: 3 clusters Score -470709 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -470875.125000 Penalty: 2800.184326
	Iteration 9Q: 3 clusters Score -470875.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -471007.687500 Penalty: 2800.184326
	Iteration 10Q: 3 clusters Score -471007.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -471106.187500 Penalty: 2800.184326
	Iteration 11Q: 3 clusters Score -471106.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -471175.468750 Penalty: 2800.184326
	Iteration 12Q: 3 clusters Score -471175.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -471217.906250 Penalty: 2800.184326
	Iteration 13Q: 3 clusters Score -471217.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -471254.406250 Penalty: 2800.184326
	Iteration 14Q: 3 clusters Score -471254.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -471288.312500 Penalty: 2800.184326
	Iteration 15Q: 3 clusters Score -471288.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -471308.656250 Penalty: 2800.184326
	Iteration 16Q: 3 clusters Score -471308.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -471334.218750 Penalty: 2800.184326
	Iteration 17Q: 3 clusters Score -471334.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -471360.468750 Penalty: 2800.184326
	Iteration 18Q: 3 clusters Score -471360.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -471390.062500 Penalty: 2800.184326
	Iteration 19Q: 3 clusters Score -471390.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -471413.593750 Penalty: 2800.184326
	Iteration 20F: 3 clusters Score -471413.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -471433.656250 Penalty: 2800.184326
	Iteration 21Q: 3 clusters Score -471433.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -471457.625000 Penalty: 2800.184326
	Iteration 22Q: 3 clusters Score -471457.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -471496.031250 Penalty: 2800.184326
	Iteration 23Q: 3 clusters Score -471496 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -471555.687500 Penalty: 2800.184326
	Iteration 24Q: 3 clusters Score -471555.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -471627.500000 Penalty: 2800.184326
	Iteration 25Q: 3 clusters Score -471627.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -471698.312500 Penalty: 2800.184326
	Iteration 26Q: 3 clusters Score -471698.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -471770.468750 Penalty: 2800.184326
	Iteration 27Q: 3 clusters Score -471770.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -471835.375000 Penalty: 2800.184326
	Iteration 28Q: 3 clusters Score -471835.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -471879.750000 Penalty: 2800.184326
	Iteration 29Q: 3 clusters Score -471879.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -471910.343750 Penalty: 2800.184326
	Iteration 30Q: 3 clusters Score -471910.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -471932.031250 Penalty: 2800.184326
	Iteration 31Q: 3 clusters Score -471932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -471945.593750 Penalty: 2800.184326
	Iteration 32Q: 3 clusters Score -471945.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -471961.031250 Penalty: 2800.184326
	Iteration 33Q: 3 clusters Score -471961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -471966.218750 Penalty: 2800.184326
	Iteration 34Q: 3 clusters Score -471966.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -471967.750000 Penalty: 2800.184326
	Iteration 35Q: 3 clusters Score -471967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -471968.750000 Penalty: 2800.184326
	Iteration 36Q: 3 clusters Score -471968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -471969.656250 Penalty: 2800.184326
	Iteration 37Q: 3 clusters Score -471969.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -471970.687500 Penalty: 2800.184326
	Iteration 38Q: 3 clusters Score -471970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -471972.281250 Penalty: 2800.184326
	Iteration 39Q: 3 clusters Score -471972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -471975.343750 Penalty: 2800.184326
	Iteration 40F: 3 clusters Score -471975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -471978.437500 Penalty: 2800.184326
	Iteration 41Q: 3 clusters Score -471978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -471979.843750 Penalty: 2800.184326
	Iteration 42Q: 3 clusters Score -471979.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -471980.625000 Penalty: 2800.184326
	Iteration 43Q: 3 clusters Score -471980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -471980.875000 Penalty: 2800.184326
	Iteration 44Q: 3 clusters Score -471980.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -471980.781250 Penalty: 2800.184326
	Iteration 45Q: 3 clusters Score -471980.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -471980.968750 Penalty: 2800.184326
	Iteration 46Q: 3 clusters Score -471981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -471980.968750 Penalty: 2800.184326
	Iteration 47F: 3 clusters Score -471981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (69555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Entering Unmasked Estep 
Score: -6451821.500000 Penalty: 1811.854370
	Iteration 0F: 2 clusters Score -6451822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -6405895.000000 Penalty: 3623.708740
	Iteration 0F: 3 clusters Score -6405895 nChanged 32914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6424839.000000 Penalty: 3623.708740
	Iteration 1F: 3 clusters Score -6424839 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -6425959.000000 Penalty: 3623.708740
	Iteration 2Q: 3 clusters Score -6425959 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -6427577.500000 Penalty: 3623.708740
	Iteration 3F: 3 clusters Score -6427578 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -6430257.000000 Penalty: 3623.708740
	Iteration 4F: 3 clusters Score -6430257 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53331 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -6434429.000000 Penalty: 3623.708740
	Iteration 5F: 3 clusters Score -6434429 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -6439993.500000 Penalty: 3623.708740
	Iteration 6F: 3 clusters Score -6439994 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64471 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -6445180.500000 Penalty: 3623.708740
	Iteration 7F: 3 clusters Score -6445180 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6448190.500000 Penalty: 3623.708740
	Iteration 8Q: 3 clusters Score -6448190 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68622 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6449447.000000 Penalty: 3623.708740
	Iteration 9Q: 3 clusters Score -6449447 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69027 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6449902.000000 Penalty: 3623.708740
	Iteration 10Q: 3 clusters Score -6449902 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69161 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6450066.000000 Penalty: 3623.708740
	Iteration 11Q: 3 clusters Score -6450066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69211 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6450145.500000 Penalty: 3623.708740
	Iteration 12Q: 3 clusters Score -6450146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69239 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6450200.500000 Penalty: 3623.708740
	Iteration 13Q: 3 clusters Score -6450200 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6450225.500000 Penalty: 3623.708740
	Iteration 14Q: 3 clusters Score -6450226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6450247.000000 Penalty: 3623.708740
	Iteration 15Q: 3 clusters Score -6450247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69260 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6450263.500000 Penalty: 3623.708740
	Iteration 16Q: 3 clusters Score -6450264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6450281.000000 Penalty: 3623.708740
	Iteration 17Q: 3 clusters Score -6450281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69273 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6450283.000000 Penalty: 3623.708740
	Iteration 18Q: 3 clusters Score -6450283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6450280.500000 Penalty: 3623.708740
	Iteration 19Q: 3 clusters Score -6450280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6450279.500000 Penalty: 3623.708740
	Iteration 20F: 3 clusters Score -6450280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6450281.000000 Penalty: 3623.708740
	Iteration 21Q: 3 clusters Score -6450281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69277 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6450285.500000 Penalty: 3623.708740
	Iteration 22Q: 3 clusters Score -6450286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6450284.000000 Penalty: 3623.708740
	Iteration 23Q: 3 clusters Score -6450284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69278 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6450284.000000 Penalty: 3623.708740
	Iteration 24F: 3 clusters Score -6450284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (21802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Entering Unmasked Estep 
Score: -1964773.000000 Penalty: 1623.335449
	Iteration 0F: 2 clusters Score -1964773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1949955.750000 Penalty: 3246.670898
	Iteration 0F: 3 clusters Score -1949956 nChanged 9918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1955252.375000 Penalty: 3246.670898
	Iteration 1F: 3 clusters Score -1955252 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1955593.625000 Penalty: 3246.670898
	Iteration 2Q: 3 clusters Score -1955594 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1955963.500000 Penalty: 3246.670898
	Iteration 3Q: 3 clusters Score -1955964 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1956393.125000 Penalty: 3246.670898
	Iteration 4Q: 3 clusters Score -1956393 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1956941.750000 Penalty: 3246.670898
	Iteration 5Q: 3 clusters Score -1956942 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1957650.250000 Penalty: 3246.670898
	Iteration 6F: 3 clusters Score -1957650 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1958547.500000 Penalty: 3246.670898
	Iteration 7F: 3 clusters Score -1958548 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1959635.375000 Penalty: 3246.670898
	Iteration 8F: 3 clusters Score -1959635 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1960792.625000 Penalty: 3246.670898
	Iteration 9F: 3 clusters Score -1960793 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1961786.875000 Penalty: 3246.670898
	Iteration 10Q: 3 clusters Score -1961787 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1962563.375000 Penalty: 3246.670898
	Iteration 11Q: 3 clusters Score -1962563 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1963127.250000 Penalty: 3246.670898
	Iteration 12Q: 3 clusters Score -1963127 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1963531.375000 Penalty: 3246.670898
	Iteration 13Q: 3 clusters Score -1963531 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1963813.750000 Penalty: 3246.670898
	Iteration 14Q: 3 clusters Score -1963814 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1963949.625000 Penalty: 3246.670898
	Iteration 15Q: 3 clusters Score -1963950 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1964001.500000 Penalty: 3246.670898
	Iteration 16Q: 3 clusters Score -1964002 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1964035.625000 Penalty: 3246.670898
	Iteration 17Q: 3 clusters Score -1964036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1964053.000000 Penalty: 3246.670898
	Iteration 18Q: 3 clusters Score -1964053 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1964059.125000 Penalty: 3246.670898
	Iteration 19Q: 3 clusters Score -1964059 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1964066.125000 Penalty: 3246.670898
	Iteration 20F: 3 clusters Score -1964066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1964070.875000 Penalty: 3246.670898
	Iteration 21Q: 3 clusters Score -1964071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1964071.375000 Penalty: 3246.670898
	Iteration 22Q: 3 clusters Score -1964071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1964073.500000 Penalty: 3246.670898
	Iteration 23Q: 3 clusters Score -1964074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1964074.750000 Penalty: 3246.670898
	Iteration 24Q: 3 clusters Score -1964075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1964078.000000 Penalty: 3246.670898
	Iteration 25Q: 3 clusters Score -1964078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1964077.375000 Penalty: 3246.670898
	Iteration 26Q: 3 clusters Score -1964077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1964078.250000 Penalty: 3246.670898
	Iteration 27Q: 3 clusters Score -1964078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1964083.000000 Penalty: 3246.670898
	Iteration 28Q: 3 clusters Score -1964083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1964081.625000 Penalty: 3246.670898
	Iteration 29Q: 3 clusters Score -1964082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1964082.250000 Penalty: 3246.670898
	Iteration 30Q: 3 clusters Score -1964082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1964082.250000 Penalty: 3246.670898
	Iteration 31F: 3 clusters Score -1964082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Entering Unmasked Estep 
Score: -216411.984375 Penalty: 1266.256714
	Iteration 0F: 2 clusters Score -216412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -214064.984375 Penalty: 2532.513428
	Iteration 0F: 3 clusters Score -214065 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -214576.796875 Penalty: 2532.513428
	Iteration 1F: 3 clusters Score -214576.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -214694.640625 Penalty: 2532.513428
	Iteration 2F: 3 clusters Score -214694.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -214782.250000 Penalty: 2532.513428
	Iteration 3Q: 3 clusters Score -214782.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -214838.359375 Penalty: 2532.513428
	Iteration 4Q: 3 clusters Score -214838.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -214891.859375 Penalty: 2532.513428
	Iteration 5Q: 3 clusters Score -214891.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -214940.984375 Penalty: 2532.513428
	Iteration 6Q: 3 clusters Score -214941 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -214979.187500 Penalty: 2532.513428
	Iteration 7Q: 3 clusters Score -214979.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -215008.109375 Penalty: 2532.513428
	Iteration 8Q: 3 clusters Score -215008.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -215030.234375 Penalty: 2532.513428
	Iteration 9Q: 3 clusters Score -215030.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -215061.937500 Penalty: 2532.513428
	Iteration 10Q: 3 clusters Score -215061.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -215087.125000 Penalty: 2532.513428
	Iteration 11Q: 3 clusters Score -215087.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -215112.671875 Penalty: 2532.513428
	Iteration 12Q: 3 clusters Score -215112.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -215128.015625 Penalty: 2532.513428
	Iteration 13Q: 3 clusters Score -215128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -215138.343750 Penalty: 2532.513428
	Iteration 14Q: 3 clusters Score -215138.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -215146.765625 Penalty: 2532.513428
	Iteration 15Q: 3 clusters Score -215146.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -215156.265625 Penalty: 2532.513428
	Iteration 16Q: 3 clusters Score -215156.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -215164.593750 Penalty: 2532.513428
	Iteration 17Q: 3 clusters Score -215164.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -215175.312500 Penalty: 2532.513428
	Iteration 18Q: 3 clusters Score -215175.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -215191.765625 Penalty: 2532.513428
	Iteration 19Q: 3 clusters Score -215191.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -215201.359375 Penalty: 2532.513428
	Iteration 20F: 3 clusters Score -215201.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -215206.296875 Penalty: 2532.513428
	Iteration 21Q: 3 clusters Score -215206.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -215211.531250 Penalty: 2532.513428
	Iteration 22Q: 3 clusters Score -215211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -215215.328125 Penalty: 2532.513428
	Iteration 23Q: 3 clusters Score -215215.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -215223.843750 Penalty: 2532.513428
	Iteration 24Q: 3 clusters Score -215223.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -215234.953125 Penalty: 2532.513428
	Iteration 25Q: 3 clusters Score -215235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -215252.531250 Penalty: 2532.513428
	Iteration 26Q: 3 clusters Score -215252.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -215263.312500 Penalty: 2532.513428
	Iteration 27Q: 3 clusters Score -215263.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -215271.328125 Penalty: 2532.513428
	Iteration 28Q: 3 clusters Score -215271.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -215277.734375 Penalty: 2532.513428
	Iteration 29Q: 3 clusters Score -215277.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -215281.390625 Penalty: 2532.513428
	Iteration 30Q: 3 clusters Score -215281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -215286.671875 Penalty: 2532.513428
	Iteration 31Q: 3 clusters Score -215286.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -215288.687500 Penalty: 2532.513428
	Iteration 32Q: 3 clusters Score -215288.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -215290.593750 Penalty: 2532.513428
	Iteration 33Q: 3 clusters Score -215290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -215293.750000 Penalty: 2532.513428
	Iteration 34Q: 3 clusters Score -215293.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -215297.250000 Penalty: 2532.513428
	Iteration 35Q: 3 clusters Score -215297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -215297.796875 Penalty: 2532.513428
	Iteration 36Q: 3 clusters Score -215297.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -215297.796875 Penalty: 2532.513428
	Iteration 37F: 3 clusters Score -215297.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Entering Unmasked Estep 
Score: -521513.781250 Penalty: 1406.245728
	Iteration 0F: 2 clusters Score -521513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -517155.250000 Penalty: 2812.491455
	Iteration 0F: 3 clusters Score -517155.2 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -518488.750000 Penalty: 2812.491455
	Iteration 1F: 3 clusters Score -518488.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -518713.312500 Penalty: 2812.491455
	Iteration 2F: 3 clusters Score -518713.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -518925.656250 Penalty: 2812.491455
	Iteration 3F: 3 clusters Score -518925.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -519097.718750 Penalty: 2812.491455
	Iteration 4Q: 3 clusters Score -519097.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -519267.906250 Penalty: 2812.491455
	Iteration 5Q: 3 clusters Score -519267.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -519479.562500 Penalty: 2812.491455
	Iteration 6Q: 3 clusters Score -519479.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -519748.250000 Penalty: 2812.491455
	Iteration 7F: 3 clusters Score -519748.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -520022.750000 Penalty: 2812.491455
	Iteration 8F: 3 clusters Score -520022.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -520304.343750 Penalty: 2812.491455
	Iteration 9F: 3 clusters Score -520304.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -520535.718750 Penalty: 2812.491455
	Iteration 10Q: 3 clusters Score -520535.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -520705.781250 Penalty: 2812.491455
	Iteration 11Q: 3 clusters Score -520705.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -520811.937500 Penalty: 2812.491455
	Iteration 12Q: 3 clusters Score -520811.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -520879.062500 Penalty: 2812.491455
	Iteration 13Q: 3 clusters Score -520879.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -520920.687500 Penalty: 2812.491455
	Iteration 14Q: 3 clusters Score -520920.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -520946.687500 Penalty: 2812.491455
	Iteration 15Q: 3 clusters Score -520946.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -520968.375000 Penalty: 2812.491455
	Iteration 16Q: 3 clusters Score -520968.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -520979.312500 Penalty: 2812.491455
	Iteration 17Q: 3 clusters Score -520979.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -520986.031250 Penalty: 2812.491455
	Iteration 18Q: 3 clusters Score -520986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -520989.375000 Penalty: 2812.491455
	Iteration 19Q: 3 clusters Score -520989.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -520991.312500 Penalty: 2812.491455
	Iteration 20F: 3 clusters Score -520991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -520990.937500 Penalty: 2812.491455
	Iteration 21Q: 3 clusters Score -520990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -520992.406250 Penalty: 2812.491455
	Iteration 22Q: 3 clusters Score -520992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -520992.593750 Penalty: 2812.491455
	Iteration 23Q: 3 clusters Score -520992.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -520991.906250 Penalty: 2812.491455
	Iteration 24Q: 3 clusters Score -520991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -520994.593750 Penalty: 2812.491455
	Iteration 25Q: 3 clusters Score -520994.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -520996.906250 Penalty: 2812.491455
	Iteration 26Q: 3 clusters Score -520996.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -521000.562500 Penalty: 2812.491455
	Iteration 27Q: 3 clusters Score -521000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -521004.031250 Penalty: 2812.491455
	Iteration 28Q: 3 clusters Score -521004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -521005.812500 Penalty: 2812.491455
	Iteration 29Q: 3 clusters Score -521005.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -521008.718750 Penalty: 2812.491455
	Iteration 30Q: 3 clusters Score -521008.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -521011.687500 Penalty: 2812.491455
	Iteration 31Q: 3 clusters Score -521011.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -521013.687500 Penalty: 2812.491455
	Iteration 32Q: 3 clusters Score -521013.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -521015.843750 Penalty: 2812.491455
	Iteration 33Q: 3 clusters Score -521015.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -521016.687500 Penalty: 2812.491455
	Iteration 34Q: 3 clusters Score -521016.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -521018.843750 Penalty: 2812.491455
	Iteration 35Q: 3 clusters Score -521018.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -521019.531250 Penalty: 2812.491455
	Iteration 36Q: 3 clusters Score -521019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -521020.437500 Penalty: 2812.491455
	Iteration 37Q: 3 clusters Score -521020.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -521020.437500 Penalty: 2812.491455
	Iteration 38F: 3 clusters Score -521020.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Entering Unmasked Estep 
Score: -440491.593750 Penalty: 1385.435547
	Iteration 0F: 2 clusters Score -440491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -436474.968750 Penalty: 2770.871094
	Iteration 0F: 3 clusters Score -436475 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -437585.687500 Penalty: 2770.871094
	Iteration 1F: 3 clusters Score -437585.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -437758.750000 Penalty: 2770.871094
	Iteration 2F: 3 clusters Score -437758.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -437876.093750 Penalty: 2770.871094
	Iteration 3Q: 3 clusters Score -437876.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -437966.125000 Penalty: 2770.871094
	Iteration 4Q: 3 clusters Score -437966.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -438034.000000 Penalty: 2770.871094
	Iteration 5Q: 3 clusters Score -438034 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -438104.343750 Penalty: 2770.871094
	Iteration 6Q: 3 clusters Score -438104.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -438175.375000 Penalty: 2770.871094
	Iteration 7Q: 3 clusters Score -438175.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -438236.125000 Penalty: 2770.871094
	Iteration 8Q: 3 clusters Score -438236.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -438276.750000 Penalty: 2770.871094
	Iteration 9Q: 3 clusters Score -438276.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -438314.531250 Penalty: 2770.871094
	Iteration 10Q: 3 clusters Score -438314.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -438348.187500 Penalty: 2770.871094
	Iteration 11Q: 3 clusters Score -438348.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -438370.250000 Penalty: 2770.871094
	Iteration 12Q: 3 clusters Score -438370.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -438395.312500 Penalty: 2770.871094
	Iteration 13Q: 3 clusters Score -438395.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -438420.093750 Penalty: 2770.871094
	Iteration 14Q: 3 clusters Score -438420.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -438444.625000 Penalty: 2770.871094
	Iteration 15Q: 3 clusters Score -438444.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -438465.843750 Penalty: 2770.871094
	Iteration 16Q: 3 clusters Score -438465.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -438487.593750 Penalty: 2770.871094
	Iteration 17Q: 3 clusters Score -438487.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -438509.968750 Penalty: 2770.871094
	Iteration 18Q: 3 clusters Score -438510 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -438526.437500 Penalty: 2770.871094
	Iteration 19Q: 3 clusters Score -438526.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -438539.531250 Penalty: 2770.871094
	Iteration 20F: 3 clusters Score -438539.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -438548.937500 Penalty: 2770.871094
	Iteration 21Q: 3 clusters Score -438548.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -438559.656250 Penalty: 2770.871094
	Iteration 22Q: 3 clusters Score -438559.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -438569.625000 Penalty: 2770.871094
	Iteration 23Q: 3 clusters Score -438569.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -438584.718750 Penalty: 2770.871094
	Iteration 24Q: 3 clusters Score -438584.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -438595.375000 Penalty: 2770.871094
	Iteration 25Q: 3 clusters Score -438595.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -438604.500000 Penalty: 2770.871094
	Iteration 26Q: 3 clusters Score -438604.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -438611.531250 Penalty: 2770.871094
	Iteration 27Q: 3 clusters Score -438611.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -438618.156250 Penalty: 2770.871094
	Iteration 28Q: 3 clusters Score -438618.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -438620.281250 Penalty: 2770.871094
	Iteration 29Q: 3 clusters Score -438620.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -438623.562500 Penalty: 2770.871094
	Iteration 30Q: 3 clusters Score -438623.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -438627.875000 Penalty: 2770.871094
	Iteration 31Q: 3 clusters Score -438627.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -438629.406250 Penalty: 2770.871094
	Iteration 32Q: 3 clusters Score -438629.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -438631.062500 Penalty: 2770.871094
	Iteration 33Q: 3 clusters Score -438631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -438632.968750 Penalty: 2770.871094
	Iteration 34Q: 3 clusters Score -438633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -438635.437500 Penalty: 2770.871094
	Iteration 35Q: 3 clusters Score -438635.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -438636.968750 Penalty: 2770.871094
	Iteration 36Q: 3 clusters Score -438637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -438638.093750 Penalty: 2770.871094
	Iteration 37Q: 3 clusters Score -438638.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -438640.031250 Penalty: 2770.871094
	Iteration 38Q: 3 clusters Score -438640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -438641.781250 Penalty: 2770.871094
	Iteration 39Q: 3 clusters Score -438641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -438643.625000 Penalty: 2770.871094
	Iteration 40F: 3 clusters Score -438643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -438643.375000 Penalty: 2770.871094
	Iteration 41Q: 3 clusters Score -438643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -438645.062500 Penalty: 2770.871094
	Iteration 42Q: 3 clusters Score -438645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -438646.406250 Penalty: 2770.871094
	Iteration 43Q: 3 clusters Score -438646.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -438648.000000 Penalty: 2770.871094
	Iteration 44Q: 3 clusters Score -438648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -438649.218750 Penalty: 2770.871094
	Iteration 45Q: 3 clusters Score -438649.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -438649.875000 Penalty: 2770.871094
	Iteration 46Q: 3 clusters Score -438649.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -438649.218750 Penalty: 2770.871094
	Iteration 47Q: 3 clusters Score -438649.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -438649.593750 Penalty: 2770.871094
	Iteration 48Q: 3 clusters Score -438649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -438649.843750 Penalty: 2770.871094
	Iteration 49Q: 3 clusters Score -438649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -438649.843750 Penalty: 2770.871094
	Iteration 50F: 3 clusters Score -438649.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -934175.250000 Penalty: 1506.148926
	Iteration 0F: 2 clusters Score -934175.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -926686.750000 Penalty: 3012.297852
	Iteration 0F: 3 clusters Score -926686.8 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -929466.437500 Penalty: 3012.297852
	Iteration 1F: 3 clusters Score -929466.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -929945.375000 Penalty: 3012.297852
	Iteration 2F: 3 clusters Score -929945.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -930364.125000 Penalty: 3012.297852
	Iteration 3F: 3 clusters Score -930364.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -930717.750000 Penalty: 3012.297852
	Iteration 4F: 3 clusters Score -930717.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -931070.062500 Penalty: 3012.297852
	Iteration 5F: 3 clusters Score -931070.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -931458.937500 Penalty: 3012.297852
	Iteration 6F: 3 clusters Score -931458.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -931771.937500 Penalty: 3012.297852
	Iteration 7Q: 3 clusters Score -931771.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -932025.250000 Penalty: 3012.297852
	Iteration 8Q: 3 clusters Score -932025.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -932259.500000 Penalty: 3012.297852
	Iteration 9Q: 3 clusters Score -932259.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -932419.125000 Penalty: 3012.297852
	Iteration 10Q: 3 clusters Score -932419.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -932524.375000 Penalty: 3012.297852
	Iteration 11Q: 3 clusters Score -932524.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -932596.062500 Penalty: 3012.297852
	Iteration 12Q: 3 clusters Score -932596.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -932647.875000 Penalty: 3012.297852
	Iteration 13Q: 3 clusters Score -932647.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -932689.000000 Penalty: 3012.297852
	Iteration 14Q: 3 clusters Score -932689 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -932710.125000 Penalty: 3012.297852
	Iteration 15Q: 3 clusters Score -932710.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -932736.187500 Penalty: 3012.297852
	Iteration 16Q: 3 clusters Score -932736.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -932754.562500 Penalty: 3012.297852
	Iteration 17Q: 3 clusters Score -932754.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -932778.500000 Penalty: 3012.297852
	Iteration 18Q: 3 clusters Score -932778.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -932797.187500 Penalty: 3012.297852
	Iteration 19Q: 3 clusters Score -932797.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -932804.562500 Penalty: 3012.297852
	Iteration 20F: 3 clusters Score -932804.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -932816.437500 Penalty: 3012.297852
	Iteration 21Q: 3 clusters Score -932816.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -932827.062500 Penalty: 3012.297852
	Iteration 22Q: 3 clusters Score -932827.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -932832.125000 Penalty: 3012.297852
	Iteration 23Q: 3 clusters Score -932832.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -932842.750000 Penalty: 3012.297852
	Iteration 24Q: 3 clusters Score -932842.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -932850.562500 Penalty: 3012.297852
	Iteration 25Q: 3 clusters Score -932850.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -932855.437500 Penalty: 3012.297852
	Iteration 26Q: 3 clusters Score -932855.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -932859.937500 Penalty: 3012.297852
	Iteration 27Q: 3 clusters Score -932859.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -932864.875000 Penalty: 3012.297852
	Iteration 28Q: 3 clusters Score -932864.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -932865.062500 Penalty: 3012.297852
	Iteration 29Q: 3 clusters Score -932865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -932870.812500 Penalty: 3012.297852
	Iteration 30Q: 3 clusters Score -932870.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -932876.062500 Penalty: 3012.297852
	Iteration 31Q: 3 clusters Score -932876.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -932880.187500 Penalty: 3012.297852
	Iteration 32Q: 3 clusters Score -932880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -932885.375000 Penalty: 3012.297852
	Iteration 33Q: 3 clusters Score -932885.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -932888.000000 Penalty: 3012.297852
	Iteration 34Q: 3 clusters Score -932888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -932891.250000 Penalty: 3012.297852
	Iteration 35Q: 3 clusters Score -932891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -932897.250000 Penalty: 3012.297852
	Iteration 36Q: 3 clusters Score -932897.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -932902.000000 Penalty: 3012.297852
	Iteration 37Q: 3 clusters Score -932902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -932902.375000 Penalty: 3012.297852
	Iteration 38Q: 3 clusters Score -932902.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -932902.312500 Penalty: 3012.297852
	Iteration 39Q: 3 clusters Score -932902.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -932903.937500 Penalty: 3012.297852
	Iteration 40F: 3 clusters Score -932903.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -932905.500000 Penalty: 3012.297852
	Iteration 41Q: 3 clusters Score -932905.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -932907.000000 Penalty: 3012.297852
	Iteration 42Q: 3 clusters Score -932907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -932908.500000 Penalty: 3012.297852
	Iteration 43Q: 3 clusters Score -932908.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -932911.375000 Penalty: 3012.297852
	Iteration 44Q: 3 clusters Score -932911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -932913.250000 Penalty: 3012.297852
	Iteration 45Q: 3 clusters Score -932913.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -932917.937500 Penalty: 3012.297852
	Iteration 46Q: 3 clusters Score -932917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -932918.687500 Penalty: 3012.297852
	Iteration 47Q: 3 clusters Score -932918.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -932920.937500 Penalty: 3012.297852
	Iteration 48Q: 3 clusters Score -932920.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -932924.062500 Penalty: 3012.297852
	Iteration 49Q: 3 clusters Score -932924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -932924.000000 Penalty: 3012.297852
	Iteration 50Q: 3 clusters Score -932924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -932924.937500 Penalty: 3012.297852
	Iteration 51Q: 3 clusters Score -932924.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -932924.750000 Penalty: 3012.297852
	Iteration 52Q: 3 clusters Score -932924.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -932924.812500 Penalty: 3012.297852
	Iteration 53Q: 3 clusters Score -932924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -932925.562500 Penalty: 3012.297852
	Iteration 54Q: 3 clusters Score -932925.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -932926.687500 Penalty: 3012.297852
	Iteration 55Q: 3 clusters Score -932926.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -932928.437500 Penalty: 3012.297852
	Iteration 56Q: 3 clusters Score -932928.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -932926.687500 Penalty: 3012.297852
	Iteration 57Q: 3 clusters Score -932926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -932928.312500 Penalty: 3012.297852
	Iteration 58Q: 3 clusters Score -932928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -932929.750000 Penalty: 3012.297852
	Iteration 59Q: 3 clusters Score -932929.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -932928.937500 Penalty: 3012.297852
	Iteration 60F: 3 clusters Score -932928.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -932929.375000 Penalty: 3012.297852
	Iteration 61Q: 3 clusters Score -932929.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -932929.562500 Penalty: 3012.297852
	Iteration 62Q: 3 clusters Score -932929.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -932929.250000 Penalty: 3012.297852
	Iteration 63Q: 3 clusters Score -932929.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -932928.937500 Penalty: 3012.297852
	Iteration 64Q: 3 clusters Score -932928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -932928.937500 Penalty: 3012.297852
	Iteration 65F: 3 clusters Score -932928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Entering Unmasked Estep 
Score: -1737893.625000 Penalty: 1598.707886
	Iteration 0F: 2 clusters Score -1737894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1725039.625000 Penalty: 3197.415771
	Iteration 0F: 3 clusters Score -1725040 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1729671.375000 Penalty: 3197.415771
	Iteration 1F: 3 clusters Score -1729671 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1730114.625000 Penalty: 3197.415771
	Iteration 2F: 3 clusters Score -1730115 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1730611.625000 Penalty: 3197.415771
	Iteration 3F: 3 clusters Score -1730612 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1731214.375000 Penalty: 3197.415771
	Iteration 4F: 3 clusters Score -1731214 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1731886.000000 Penalty: 3197.415771
	Iteration 5F: 3 clusters Score -1731886 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1732595.500000 Penalty: 3197.415771
	Iteration 6F: 3 clusters Score -1732596 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1733268.375000 Penalty: 3197.415771
	Iteration 7F: 3 clusters Score -1733268 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1733953.500000 Penalty: 3197.415771
	Iteration 8F: 3 clusters Score -1733954 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1734541.875000 Penalty: 3197.415771
	Iteration 9Q: 3 clusters Score -1734542 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1734985.625000 Penalty: 3197.415771
	Iteration 10Q: 3 clusters Score -1734986 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1735282.375000 Penalty: 3197.415771
	Iteration 11Q: 3 clusters Score -1735282 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1735471.000000 Penalty: 3197.415771
	Iteration 12Q: 3 clusters Score -1735471 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1735613.125000 Penalty: 3197.415771
	Iteration 13Q: 3 clusters Score -1735613 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1735709.500000 Penalty: 3197.415771
	Iteration 14Q: 3 clusters Score -1735710 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1735761.250000 Penalty: 3197.415771
	Iteration 15Q: 3 clusters Score -1735761 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1735823.250000 Penalty: 3197.415771
	Iteration 16Q: 3 clusters Score -1735823 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1735867.750000 Penalty: 3197.415771
	Iteration 17Q: 3 clusters Score -1735868 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1735915.750000 Penalty: 3197.415771
	Iteration 18Q: 3 clusters Score -1735916 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1735950.125000 Penalty: 3197.415771
	Iteration 19Q: 3 clusters Score -1735950 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1735978.750000 Penalty: 3197.415771
	Iteration 20F: 3 clusters Score -1735979 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1736008.625000 Penalty: 3197.415771
	Iteration 21Q: 3 clusters Score -1736009 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1736042.125000 Penalty: 3197.415771
	Iteration 22Q: 3 clusters Score -1736042 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1736066.750000 Penalty: 3197.415771
	Iteration 23Q: 3 clusters Score -1736067 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1736092.375000 Penalty: 3197.415771
	Iteration 24Q: 3 clusters Score -1736092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1736122.250000 Penalty: 3197.415771
	Iteration 25Q: 3 clusters Score -1736122 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1736149.125000 Penalty: 3197.415771
	Iteration 26Q: 3 clusters Score -1736149 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1736179.875000 Penalty: 3197.415771
	Iteration 27Q: 3 clusters Score -1736180 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1736210.000000 Penalty: 3197.415771
	Iteration 28Q: 3 clusters Score -1736210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1736239.000000 Penalty: 3197.415771
	Iteration 29Q: 3 clusters Score -1736239 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1736280.000000 Penalty: 3197.415771
	Iteration 30Q: 3 clusters Score -1736280 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1736312.500000 Penalty: 3197.415771
	Iteration 31Q: 3 clusters Score -1736312 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1736343.375000 Penalty: 3197.415771
	Iteration 32Q: 3 clusters Score -1736343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1736372.750000 Penalty: 3197.415771
	Iteration 33Q: 3 clusters Score -1736373 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1736393.500000 Penalty: 3197.415771
	Iteration 34Q: 3 clusters Score -1736394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1736422.375000 Penalty: 3197.415771
	Iteration 35Q: 3 clusters Score -1736422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1736434.375000 Penalty: 3197.415771
	Iteration 36Q: 3 clusters Score -1736434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1736444.250000 Penalty: 3197.415771
	Iteration 37Q: 3 clusters Score -1736444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1736457.000000 Penalty: 3197.415771
	Iteration 38Q: 3 clusters Score -1736457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1736462.500000 Penalty: 3197.415771
	Iteration 39Q: 3 clusters Score -1736462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1736474.250000 Penalty: 3197.415771
	Iteration 40F: 3 clusters Score -1736474 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1736476.625000 Penalty: 3197.415771
	Iteration 41Q: 3 clusters Score -1736477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1736486.125000 Penalty: 3197.415771
	Iteration 42Q: 3 clusters Score -1736486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1736492.500000 Penalty: 3197.415771
	Iteration 43Q: 3 clusters Score -1736492 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1736503.000000 Penalty: 3197.415771
	Iteration 44Q: 3 clusters Score -1736503 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1736508.875000 Penalty: 3197.415771
	Iteration 45Q: 3 clusters Score -1736509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1736520.750000 Penalty: 3197.415771
	Iteration 46Q: 3 clusters Score -1736521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1736526.125000 Penalty: 3197.415771
	Iteration 47Q: 3 clusters Score -1736526 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1736526.625000 Penalty: 3197.415771
	Iteration 48Q: 3 clusters Score -1736527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1736528.375000 Penalty: 3197.415771
	Iteration 49Q: 3 clusters Score -1736528 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1736537.250000 Penalty: 3197.415771
	Iteration 50Q: 3 clusters Score -1736537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1736545.000000 Penalty: 3197.415771
	Iteration 51Q: 3 clusters Score -1736545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1736548.375000 Penalty: 3197.415771
	Iteration 52Q: 3 clusters Score -1736548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1736549.750000 Penalty: 3197.415771
	Iteration 53Q: 3 clusters Score -1736550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1736557.375000 Penalty: 3197.415771
	Iteration 54Q: 3 clusters Score -1736557 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1736559.625000 Penalty: 3197.415771
	Iteration 55Q: 3 clusters Score -1736560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1736562.250000 Penalty: 3197.415771
	Iteration 56Q: 3 clusters Score -1736562 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1736559.750000 Penalty: 3197.415771
	Iteration 57Q: 3 clusters Score -1736560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1736561.625000 Penalty: 3197.415771
	Iteration 58Q: 3 clusters Score -1736562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1736567.500000 Penalty: 3197.415771
	Iteration 59Q: 3 clusters Score -1736568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1736565.750000 Penalty: 3197.415771
	Iteration 60F: 3 clusters Score -1736566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1736577.000000 Penalty: 3197.415771
	Iteration 61Q: 3 clusters Score -1736577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1736576.625000 Penalty: 3197.415771
	Iteration 62Q: 3 clusters Score -1736577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1736580.500000 Penalty: 3197.415771
	Iteration 63Q: 3 clusters Score -1736580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1736582.500000 Penalty: 3197.415771
	Iteration 64Q: 3 clusters Score -1736582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1736583.750000 Penalty: 3197.415771
	Iteration 65Q: 3 clusters Score -1736584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1736582.625000 Penalty: 3197.415771
	Iteration 66Q: 3 clusters Score -1736583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1736586.500000 Penalty: 3197.415771
	Iteration 67Q: 3 clusters Score -1736586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1736589.125000 Penalty: 3197.415771
	Iteration 68Q: 3 clusters Score -1736589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1736585.250000 Penalty: 3197.415771
	Iteration 69Q: 3 clusters Score -1736585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1736591.625000 Penalty: 3197.415771
	Iteration 70Q: 3 clusters Score -1736592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1736588.875000 Penalty: 3197.415771
	Iteration 71Q: 3 clusters Score -1736589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1736593.125000 Penalty: 3197.415771
	Iteration 72Q: 3 clusters Score -1736593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1736591.000000 Penalty: 3197.415771
	Iteration 73Q: 3 clusters Score -1736591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1736591.500000 Penalty: 3197.415771
	Iteration 74Q: 3 clusters Score -1736592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1736593.125000 Penalty: 3197.415771
	Iteration 75Q: 3 clusters Score -1736593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1736592.000000 Penalty: 3197.415771
	Iteration 76Q: 3 clusters Score -1736592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1736591.750000 Penalty: 3197.415771
	Iteration 77Q: 3 clusters Score -1736592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1736593.125000 Penalty: 3197.415771
	Iteration 78Q: 3 clusters Score -1736593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1736588.250000 Penalty: 3197.415771
	Iteration 79Q: 3 clusters Score -1736588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1736590.000000 Penalty: 3197.415771
	Iteration 80F: 3 clusters Score -1736590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1736592.750000 Penalty: 3197.415771
	Iteration 81Q: 3 clusters Score -1736593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1736589.750000 Penalty: 3197.415771
	Iteration 82Q: 3 clusters Score -1736590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1736590.500000 Penalty: 3197.415771
	Iteration 83Q: 3 clusters Score -1736590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1736589.750000 Penalty: 3197.415771
	Iteration 84Q: 3 clusters Score -1736590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1736588.750000 Penalty: 3197.415771
	Iteration 85Q: 3 clusters Score -1736589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1736588.750000 Penalty: 3197.415771
	Iteration 86F: 3 clusters Score -1736589 nChanged 0
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74530392.000000 Penalty: 53224.328125
20->25 Clusters: Score -74530392.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13931 members 
Mstep: Class 3 contains 14062 members 
Mstep: Class 4 contains 14258 members 
Mstep: Class 5 contains 14241 members 
Mstep: Class 6 contains 13957 members 
Mstep: Class 7 contains 14173 members 
Mstep: Class 8 contains 13862 members 
Mstep: Class 9 contains 13961 members 
Mstep: Class 10 contains 14238 members 
Mstep: Class 11 contains 13954 members 
Mstep: Class 12 contains 14153 members 
Mstep: Class 13 contains 13969 members 
Mstep: Class 14 contains 14146 members 
Mstep: Class 15 contains 14183 members 
Mstep: Class 16 contains 14416 members 
Mstep: Class 17 contains 14005 members 
Mstep: Class 18 contains 14006 members 
Mstep: Class 19 contains 14234 members 
Mstep: Class 20 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 223.449463 but Gain 2039.152344
Score: -23168592.000000 Penalty: 38743.960938
Iteration 0F: 20 clusters Score -2.316859e+07 nChanged 265102
Entering Unmasked Mstep 
Mstep: Class 0 contains 296 members 
Mstep: Class 2 contains 29539 members 
Mstep: Class 3 contains 7640 members 
Mstep: Class 4 contains 23650 members 
Mstep: Class 5 contains 6226 members 
Mstep: Class 6 contains 23389 members 
Mstep: Class 7 contains 13250 members 
Mstep: Class 8 contains 4408 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 12232 members 
Mstep: Class 11 contains 35276 members 
Mstep: Class 12 contains 7859 members 
Mstep: Class 13 contains 12778 members 
Mstep: Class 14 contains 24369 members 
Mstep: Class 15 contains 10328 members 
Mstep: Class 16 contains 34536 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 6244 members 
Mstep: Class 19 contains 14043 members 
Mstep: Class 20 contains 6763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24256950.000000 Penalty: 38743.960938
Iteration 1F: 20 clusters Score -2.425695e+07 nChanged 103844
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 2 contains 29196 members 
Mstep: Class 3 contains 5469 members 
Mstep: Class 4 contains 28145 members 
Mstep: Class 5 contains 6207 members 
Mstep: Class 6 contains 23746 members 
Mstep: Class 7 contains 12018 members 
Mstep: Class 8 contains 4022 members 
Mstep: Class 9 contains 5032 members 
Mstep: Class 10 contains 9666 members 
Mstep: Class 11 contains 44247 members 
Mstep: Class 12 contains 5855 members 
Mstep: Class 13 contains 12653 members 
Mstep: Class 14 contains 27344 members 
Mstep: Class 15 contains 8458 members 
Mstep: Class 16 contains 32339 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 11705 members 
Mstep: Class 20 contains 7525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24485184.000000 Penalty: 38743.960938
Iteration 2F: 20 clusters Score -2.448518e+07 nChanged 69358
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 2 contains 29281 members 
Mstep: Class 3 contains 3550 members 
Mstep: Class 4 contains 28331 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 26448 members 
Mstep: Class 7 contains 13246 members 
Mstep: Class 8 contains 4582 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 8838 members 
Mstep: Class 11 contains 45759 members 
Mstep: Class 12 contains 5103 members 
Mstep: Class 13 contains 12976 members 
Mstep: Class 14 contains 26028 members 
Mstep: Class 15 contains 7130 members 
Mstep: Class 16 contains 31469 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 5083 members 
Mstep: Class 19 contains 9895 members 
Mstep: Class 20 contains 7619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24597680.000000 Penalty: 38743.960938
Iteration 3F: 20 clusters Score -2.459768e+07 nChanged 51792
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 29967 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 27086 members 
Mstep: Class 5 contains 6546 members 
Mstep: Class 6 contains 28389 members 
Mstep: Class 7 contains 14227 members 
Mstep: Class 8 contains 5916 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 10 contains 8855 members 
Mstep: Class 11 contains 44461 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 13121 members 
Mstep: Class 14 contains 23798 members 
Mstep: Class 15 contains 5997 members 
Mstep: Class 16 contains 34589 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 4848 members 
Mstep: Class 19 contains 8248 members 
Mstep: Class 20 contains 7254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24658886.000000 Penalty: 38743.960938
Iteration 4F: 20 clusters Score -2.465889e+07 nChanged 39487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 30417 members 
Mstep: Class 3 contains 1960 members 
Mstep: Class 4 contains 24875 members 
Mstep: Class 5 contains 5466 members 
Mstep: Class 6 contains 29231 members 
Mstep: Class 7 contains 14536 members 
Mstep: Class 8 contains 7555 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 10 contains 8817 members 
Mstep: Class 11 contains 42819 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 13364 members 
Mstep: Class 14 contains 22024 members 
Mstep: Class 15 contains 4861 members 
Mstep: Class 16 contains 40234 members 
Mstep: Class 17 contains 5805 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 6796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24695280.000000 Penalty: 38743.960938
Iteration 5F: 20 clusters Score -2.469528e+07 nChanged 29703
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 30052 members 
Mstep: Class 3 contains 1732 members 
Mstep: Class 4 contains 22101 members 
Mstep: Class 5 contains 4142 members 
Mstep: Class 6 contains 29721 members 
Mstep: Class 7 contains 14747 members 
Mstep: Class 8 contains 9305 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 8331 members 
Mstep: Class 11 contains 41606 members 
Mstep: Class 12 contains 5712 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 21473 members 
Mstep: Class 15 contains 3921 members 
Mstep: Class 16 contains 46008 members 
Mstep: Class 17 contains 6475 members 
Mstep: Class 18 contains 4302 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 6297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24717334.000000 Penalty: 38743.960938
Iteration 6F: 20 clusters Score -2.471733e+07 nChanged 22641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 29358 members 
Mstep: Class 3 contains 1581 members 
Mstep: Class 4 contains 19113 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 29849 members 
Mstep: Class 7 contains 14989 members 
Mstep: Class 8 contains 10826 members 
Mstep: Class 9 contains 6282 members 
Mstep: Class 10 contains 7707 members 
Mstep: Class 11 contains 40933 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 13629 members 
Mstep: Class 14 contains 21908 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 50809 members 
Mstep: Class 17 contains 6997 members 
Mstep: Class 18 contains 4376 members 
Mstep: Class 19 contains 5141 members 
Mstep: Class 20 contains 5769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24732484.000000 Penalty: 38743.960938
Iteration 7F: 20 clusters Score -2.473248e+07 nChanged 18268
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28610 members 
Mstep: Class 3 contains 1536 members 
Mstep: Class 4 contains 16362 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 29776 members 
Mstep: Class 7 contains 15199 members 
Mstep: Class 8 contains 12047 members 
Mstep: Class 9 contains 6305 members 
Mstep: Class 10 contains 7132 members 
Mstep: Class 11 contains 40278 members 
Mstep: Class 12 contains 6137 members 
Mstep: Class 13 contains 13625 members 
Mstep: Class 14 contains 22869 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 54792 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 4600 members 
Mstep: Class 19 contains 4407 members 
Mstep: Class 20 contains 5286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24744852.000000 Penalty: 38743.960938
Iteration 8F: 20 clusters Score -2.474485e+07 nChanged 15534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27924 members 
Mstep: Class 3 contains 1572 members 
Mstep: Class 4 contains 13941 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 29489 members 
Mstep: Class 7 contains 15353 members 
Mstep: Class 8 contains 12934 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 6694 members 
Mstep: Class 11 contains 39518 members 
Mstep: Class 12 contains 6193 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 24257 members 
Mstep: Class 15 contains 2812 members 
Mstep: Class 16 contains 58063 members 
Mstep: Class 17 contains 7500 members 
Mstep: Class 18 contains 4982 members 
Mstep: Class 19 contains 3734 members 
Mstep: Class 20 contains 4966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 1691.605591 but Gain 2039.156250
Score: -24755730.000000 Penalty: 36704.804688
Iteration 9F: 19 clusters Score -2.475573e+07 nChanged 14980
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27484 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 12040 members 
Mstep: Class 6 contains 29020 members 
Mstep: Class 7 contains 16044 members 
Mstep: Class 8 contains 13626 members 
Mstep: Class 9 contains 6351 members 
Mstep: Class 10 contains 6396 members 
Mstep: Class 11 contains 38636 members 
Mstep: Class 12 contains 6228 members 
Mstep: Class 13 contains 13580 members 
Mstep: Class 14 contains 26080 members 
Mstep: Class 15 contains 2604 members 
Mstep: Class 16 contains 61141 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 5423 members 
Mstep: Class 19 contains 3121 members 
Mstep: Class 20 contains 4666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24766432.000000 Penalty: 36704.804688
Iteration 10F: 19 clusters Score -2.476643e+07 nChanged 11556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27286 members 
Mstep: Class 3 contains 1779 members 
Mstep: Class 4 contains 10559 members 
Mstep: Class 6 contains 28492 members 
Mstep: Class 7 contains 15884 members 
Mstep: Class 8 contains 14196 members 
Mstep: Class 9 contains 6322 members 
Mstep: Class 10 contains 6174 members 
Mstep: Class 11 contains 37748 members 
Mstep: Class 12 contains 6115 members 
Mstep: Class 13 contains 13557 members 
Mstep: Class 14 contains 27379 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 63231 members 
Mstep: Class 17 contains 7620 members 
Mstep: Class 18 contains 5842 members 
Mstep: Class 19 contains 2574 members 
Mstep: Class 20 contains 4572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24773384.000000 Penalty: 36704.804688
Iteration 11Q: 19 clusters Score -2.477338e+07 nChanged 9701
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27296 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 4 contains 9470 members 
Mstep: Class 6 contains 27916 members 
Mstep: Class 7 contains 15589 members 
Mstep: Class 8 contains 14617 members 
Mstep: Class 9 contains 6323 members 
Mstep: Class 10 contains 6039 members 
Mstep: Class 11 contains 36905 members 
Mstep: Class 12 contains 5969 members 
Mstep: Class 13 contains 13501 members 
Mstep: Class 14 contains 28582 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 64837 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 4653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24777944.000000 Penalty: 36704.804688
Iteration 12Q: 19 clusters Score -2.477794e+07 nChanged 7886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27510 members 
Mstep: Class 3 contains 1927 members 
Mstep: Class 4 contains 8680 members 
Mstep: Class 6 contains 27350 members 
Mstep: Class 7 contains 15303 members 
Mstep: Class 8 contains 14992 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 5923 members 
Mstep: Class 11 contains 36141 members 
Mstep: Class 12 contains 5786 members 
Mstep: Class 13 contains 13437 members 
Mstep: Class 14 contains 29772 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 65864 members 
Mstep: Class 17 contains 7625 members 
Mstep: Class 18 contains 6418 members 
Mstep: Class 19 contains 1802 members 
Mstep: Class 20 contains 4786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781226.000000 Penalty: 36704.804688
Iteration 13Q: 19 clusters Score -2.478123e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27707 members 
Mstep: Class 3 contains 1992 members 
Mstep: Class 4 contains 8091 members 
Mstep: Class 6 contains 26872 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 15313 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 10 contains 5859 members 
Mstep: Class 11 contains 35496 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 13389 members 
Mstep: Class 14 contains 30792 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 66576 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 6603 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 20 contains 4943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24783434.000000 Penalty: 36704.804688
Iteration 14Q: 19 clusters Score -2.478343e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 27878 members 
Mstep: Class 3 contains 2062 members 
Mstep: Class 4 contains 7694 members 
Mstep: Class 6 contains 26472 members 
Mstep: Class 7 contains 14705 members 
Mstep: Class 8 contains 15629 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 5773 members 
Mstep: Class 11 contains 34930 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 13391 members 
Mstep: Class 14 contains 31616 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 67076 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 6738 members 
Mstep: Class 19 contains 1348 members 
Mstep: Class 20 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24785006.000000 Penalty: 36704.804688
Iteration 15Q: 19 clusters Score -2.478501e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28058 members 
Mstep: Class 3 contains 2147 members 
Mstep: Class 4 contains 7398 members 
Mstep: Class 6 contains 26106 members 
Mstep: Class 7 contains 14457 members 
Mstep: Class 8 contains 15904 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 34449 members 
Mstep: Class 12 contains 5266 members 
Mstep: Class 13 contains 13419 members 
Mstep: Class 14 contains 32174 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 67360 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 6864 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 20 contains 5290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1960.483154 but Gain 2039.156250
Score: -24786406.000000 Penalty: 34665.648438
Iteration 16Q: 18 clusters Score -2.478641e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28240 members 
Mstep: Class 3 contains 2269 members 
Mstep: Class 4 contains 7463 members 
Mstep: Class 6 contains 25755 members 
Mstep: Class 7 contains 14384 members 
Mstep: Class 8 contains 16167 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 34047 members 
Mstep: Class 12 contains 5172 members 
Mstep: Class 13 contains 13507 members 
Mstep: Class 14 contains 32750 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 16 contains 67711 members 
Mstep: Class 17 contains 7669 members 
Mstep: Class 18 contains 7009 members 
Mstep: Class 20 contains 5456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24788892.000000 Penalty: 34665.648438
Iteration 17Q: 18 clusters Score -2.478889e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28392 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 7277 members 
Mstep: Class 6 contains 25437 members 
Mstep: Class 7 contains 14233 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 6397 members 
Mstep: Class 10 contains 5640 members 
Mstep: Class 11 contains 33676 members 
Mstep: Class 12 contains 5022 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 33120 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 67761 members 
Mstep: Class 17 contains 7637 members 
Mstep: Class 18 contains 7061 members 
Mstep: Class 20 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24789822.000000 Penalty: 34665.648438
Iteration 18Q: 18 clusters Score -2.478982e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28535 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 7131 members 
Mstep: Class 6 contains 25128 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 8 contains 16656 members 
Mstep: Class 9 contains 6384 members 
Mstep: Class 10 contains 5603 members 
Mstep: Class 11 contains 33314 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 33385 members 
Mstep: Class 15 contains 2179 members 
Mstep: Class 16 contains 67778 members 
Mstep: Class 17 contains 7626 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 20 contains 5757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24790668.000000 Penalty: 34665.648438
Iteration 19Q: 18 clusters Score -2.479067e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 28670 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 7030 members 
Mstep: Class 6 contains 24812 members 
Mstep: Class 7 contains 13983 members 
Mstep: Class 8 contains 16869 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 5573 members 
Mstep: Class 11 contains 33021 members 
Mstep: Class 12 contains 4740 members 
Mstep: Class 13 contains 13807 members 
Mstep: Class 14 contains 33580 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 67782 members 
Mstep: Class 17 contains 7611 members 
Mstep: Class 18 contains 7170 members 
Mstep: Class 20 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24791792.000000 Penalty: 34665.648438
Iteration 20F: 18 clusters Score -2.479179e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 6916 members 
Mstep: Class 6 contains 24465 members 
Mstep: Class 7 contains 13884 members 
Mstep: Class 8 contains 17062 members 
Mstep: Class 9 contains 6363 members 
Mstep: Class 10 contains 5524 members 
Mstep: Class 11 contains 32802 members 
Mstep: Class 12 contains 4533 members 
Mstep: Class 13 contains 13965 members 
Mstep: Class 14 contains 33703 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 16 contains 67780 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 20 contains 5993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793008.000000 Penalty: 34665.648438
Iteration 21Q: 18 clusters Score -2.479301e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 2704 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 6 contains 24109 members 
Mstep: Class 7 contains 13813 members 
Mstep: Class 8 contains 17233 members 
Mstep: Class 9 contains 6349 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 32602 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 14121 members 
Mstep: Class 14 contains 33776 members 
Mstep: Class 15 contains 2726 members 
Mstep: Class 16 contains 67749 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 20 contains 6121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794078.000000 Penalty: 34665.648438
Iteration 22Q: 18 clusters Score -2.479408e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 28993 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 6 contains 23704 members 
Mstep: Class 7 contains 13754 members 
Mstep: Class 8 contains 17382 members 
Mstep: Class 9 contains 6338 members 
Mstep: Class 10 contains 5471 members 
Mstep: Class 11 contains 32443 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 14358 members 
Mstep: Class 14 contains 33849 members 
Mstep: Class 15 contains 2952 members 
Mstep: Class 16 contains 67655 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 7257 members 
Mstep: Class 20 contains 6214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795094.000000 Penalty: 34665.648438
Iteration 23Q: 18 clusters Score -2.479509e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 29080 members 
Mstep: Class 3 contains 2870 members 
Mstep: Class 4 contains 6559 members 
Mstep: Class 6 contains 23240 members 
Mstep: Class 7 contains 13685 members 
Mstep: Class 8 contains 17520 members 
Mstep: Class 9 contains 6337 members 
Mstep: Class 10 contains 5450 members 
Mstep: Class 11 contains 32294 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 14647 members 
Mstep: Class 14 contains 33888 members 
Mstep: Class 15 contains 3193 members 
Mstep: Class 16 contains 67605 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 20 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796400.000000 Penalty: 34665.648438
Iteration 24Q: 18 clusters Score -2.47964e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 29159 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 6477 members 
Mstep: Class 6 contains 22769 members 
Mstep: Class 7 contains 13628 members 
Mstep: Class 8 contains 17629 members 
Mstep: Class 9 contains 6328 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 32153 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 14958 members 
Mstep: Class 14 contains 33910 members 
Mstep: Class 15 contains 3479 members 
Mstep: Class 16 contains 67550 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 7256 members 
Mstep: Class 20 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797694.000000 Penalty: 34665.648438
Iteration 25Q: 18 clusters Score -2.479769e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 2 contains 29193 members 
Mstep: Class 3 contains 3075 members 
Mstep: Class 4 contains 6373 members 
Mstep: Class 6 contains 22352 members 
Mstep: Class 7 contains 13575 members 
Mstep: Class 8 contains 17712 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 32028 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 15287 members 
Mstep: Class 14 contains 33925 members 
Mstep: Class 15 contains 3763 members 
Mstep: Class 16 contains 67498 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 7240 members 
Mstep: Class 20 contains 6307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24798846.000000 Penalty: 34665.648438
Iteration 26Q: 18 clusters Score -2.479885e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29217 members 
Mstep: Class 3 contains 3172 members 
Mstep: Class 4 contains 6263 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 13523 members 
Mstep: Class 8 contains 17747 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 5387 members 
Mstep: Class 11 contains 31921 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 15547 members 
Mstep: Class 14 contains 33931 members 
Mstep: Class 15 contains 4015 members 
Mstep: Class 16 contains 67479 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 20 contains 6327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799796.000000 Penalty: 34665.648438
Iteration 27Q: 18 clusters Score -2.47998e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29190 members 
Mstep: Class 3 contains 3282 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 6 contains 21892 members 
Mstep: Class 7 contains 13466 members 
Mstep: Class 8 contains 17783 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 5350 members 
Mstep: Class 11 contains 31822 members 
Mstep: Class 12 contains 3960 members 
Mstep: Class 13 contains 15701 members 
Mstep: Class 14 contains 33961 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 67438 members 
Mstep: Class 17 contains 7582 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 20 contains 6350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800390.000000 Penalty: 34665.648438
Iteration 28Q: 18 clusters Score -2.480039e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29183 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 6113 members 
Mstep: Class 6 contains 21802 members 
Mstep: Class 7 contains 13413 members 
Mstep: Class 8 contains 17793 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 5330 members 
Mstep: Class 11 contains 31751 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 15776 members 
Mstep: Class 14 contains 33988 members 
Mstep: Class 15 contains 4380 members 
Mstep: Class 16 contains 67401 members 
Mstep: Class 17 contains 7580 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 20 contains 6355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800898.000000 Penalty: 34665.648438
Iteration 29Q: 18 clusters Score -2.48009e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 29206 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 6062 members 
Mstep: Class 6 contains 21777 members 
Mstep: Class 7 contains 13354 members 
Mstep: Class 8 contains 17813 members 
Mstep: Class 9 contains 6319 members 
Mstep: Class 10 contains 5290 members 
Mstep: Class 11 contains 31680 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 15798 members 
Mstep: Class 14 contains 33987 members 
Mstep: Class 15 contains 4513 members 
Mstep: Class 16 contains 67379 members 
Mstep: Class 17 contains 7574 members 
Mstep: Class 18 contains 7214 members 
Mstep: Class 20 contains 6366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801204.000000 Penalty: 34665.648438
Iteration 30Q: 18 clusters Score -2.48012e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29249 members 
Mstep: Class 3 contains 3513 members 
Mstep: Class 4 contains 6009 members 
Mstep: Class 6 contains 21760 members 
Mstep: Class 7 contains 13298 members 
Mstep: Class 8 contains 17852 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 31642 members 
Mstep: Class 12 contains 3927 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 34008 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 67354 members 
Mstep: Class 17 contains 7575 members 
Mstep: Class 18 contains 7215 members 
Mstep: Class 20 contains 6349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801332.000000 Penalty: 34665.648438
Iteration 31Q: 18 clusters Score -2.480133e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29282 members 
Mstep: Class 3 contains 3586 members 
Mstep: Class 4 contains 5948 members 
Mstep: Class 6 contains 21729 members 
Mstep: Class 7 contains 13250 members 
Mstep: Class 8 contains 17884 members 
Mstep: Class 9 contains 6318 members 
Mstep: Class 10 contains 5196 members 
Mstep: Class 11 contains 31614 members 
Mstep: Class 12 contains 3916 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 34037 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 67329 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 7211 members 
Mstep: Class 20 contains 6344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801564.000000 Penalty: 34665.648438
Iteration 32Q: 18 clusters Score -2.480156e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29311 members 
Mstep: Class 3 contains 3653 members 
Mstep: Class 4 contains 5889 members 
Mstep: Class 6 contains 21691 members 
Mstep: Class 7 contains 13205 members 
Mstep: Class 8 contains 17901 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 5169 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 3917 members 
Mstep: Class 13 contains 15806 members 
Mstep: Class 14 contains 34061 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 67337 members 
Mstep: Class 17 contains 7570 members 
Mstep: Class 18 contains 7203 members 
Mstep: Class 20 contains 6325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801778.000000 Penalty: 34665.648438
Iteration 33Q: 18 clusters Score -2.480178e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29354 members 
Mstep: Class 3 contains 3721 members 
Mstep: Class 4 contains 5852 members 
Mstep: Class 6 contains 21691 members 
Mstep: Class 7 contains 13170 members 
Mstep: Class 8 contains 17894 members 
Mstep: Class 9 contains 6321 members 
Mstep: Class 10 contains 5151 members 
Mstep: Class 11 contains 31557 members 
Mstep: Class 12 contains 3902 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 34117 members 
Mstep: Class 15 contains 4791 members 
Mstep: Class 16 contains 67311 members 
Mstep: Class 17 contains 7555 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 20 contains 6315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801868.000000 Penalty: 34665.648438
Iteration 34Q: 18 clusters Score -2.480187e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29372 members 
Mstep: Class 3 contains 3773 members 
Mstep: Class 4 contains 5810 members 
Mstep: Class 6 contains 21702 members 
Mstep: Class 7 contains 13140 members 
Mstep: Class 8 contains 17876 members 
Mstep: Class 9 contains 6315 members 
Mstep: Class 10 contains 5124 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 3891 members 
Mstep: Class 13 contains 15785 members 
Mstep: Class 14 contains 34178 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 67288 members 
Mstep: Class 17 contains 7552 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 20 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24801954.000000 Penalty: 34665.648438
Iteration 35Q: 18 clusters Score -2.480195e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29392 members 
Mstep: Class 3 contains 3836 members 
Mstep: Class 4 contains 5758 members 
Mstep: Class 6 contains 21711 members 
Mstep: Class 7 contains 13110 members 
Mstep: Class 8 contains 17847 members 
Mstep: Class 9 contains 6317 members 
Mstep: Class 10 contains 5111 members 
Mstep: Class 11 contains 31531 members 
Mstep: Class 12 contains 3886 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34246 members 
Mstep: Class 15 contains 4835 members 
Mstep: Class 16 contains 67280 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 20 contains 6304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802044.000000 Penalty: 34665.648438
Iteration 36Q: 18 clusters Score -2.480204e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29406 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 5694 members 
Mstep: Class 6 contains 21723 members 
Mstep: Class 7 contains 13078 members 
Mstep: Class 8 contains 17820 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 31506 members 
Mstep: Class 12 contains 3893 members 
Mstep: Class 13 contains 15777 members 
Mstep: Class 14 contains 34318 members 
Mstep: Class 15 contains 4852 members 
Mstep: Class 16 contains 67273 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 7223 members 
Mstep: Class 20 contains 6289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802238.000000 Penalty: 34665.648438
Iteration 37Q: 18 clusters Score -2.480224e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29408 members 
Mstep: Class 3 contains 3926 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 6 contains 21738 members 
Mstep: Class 7 contains 13055 members 
Mstep: Class 8 contains 17813 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 31495 members 
Mstep: Class 12 contains 3895 members 
Mstep: Class 13 contains 15780 members 
Mstep: Class 14 contains 34379 members 
Mstep: Class 15 contains 4876 members 
Mstep: Class 16 contains 67257 members 
Mstep: Class 17 contains 7540 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 20 contains 6275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802226.000000 Penalty: 34665.648438
Iteration 38Q: 18 clusters Score -2.480223e+07 nChanged 525
Entering ConstructFrom: 
Score: -24802226.000000 Penalty: 34665.648438
Entering ConstructFrom: 
Trying to split cluster 2 (29432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Entering Unmasked Estep 
Score: -2714468.000000 Penalty: 1672.098633
	Iteration 0F: 2 clusters Score -2714468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -2694664.250000 Penalty: 3344.197266
	Iteration 0F: 3 clusters Score -2694664 nChanged 13571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -2702323.500000 Penalty: 3344.197266
	Iteration 1F: 3 clusters Score -2702324 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2703034.500000 Penalty: 3344.197266
	Iteration 2F: 3 clusters Score -2703034 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2703952.000000 Penalty: 3344.197266
	Iteration 3F: 3 clusters Score -2703952 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2705059.500000 Penalty: 3344.197266
	Iteration 4F: 3 clusters Score -2705060 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2706441.250000 Penalty: 3344.197266
	Iteration 5F: 3 clusters Score -2706441 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2707961.750000 Penalty: 3344.197266
	Iteration 6F: 3 clusters Score -2707962 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -2709463.750000 Penalty: 3344.197266
	Iteration 7F: 3 clusters Score -2709464 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -2710543.500000 Penalty: 3344.197266
	Iteration 8F: 3 clusters Score -2710544 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2711183.000000 Penalty: 3344.197266
	Iteration 9Q: 3 clusters Score -2711183 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2711567.250000 Penalty: 3344.197266
	Iteration 10Q: 3 clusters Score -2711567 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2711797.750000 Penalty: 3344.197266
	Iteration 11Q: 3 clusters Score -2711798 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2711958.000000 Penalty: 3344.197266
	Iteration 12Q: 3 clusters Score -2711958 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2712071.500000 Penalty: 3344.197266
	Iteration 13Q: 3 clusters Score -2712072 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -2712163.250000 Penalty: 3344.197266
	Iteration 14Q: 3 clusters Score -2712163 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -2712217.000000 Penalty: 3344.197266
	Iteration 15Q: 3 clusters Score -2712217 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2712264.000000 Penalty: 3344.197266
	Iteration 16Q: 3 clusters Score -2712264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2712299.250000 Penalty: 3344.197266
	Iteration 17Q: 3 clusters Score -2712299 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2712327.500000 Penalty: 3344.197266
	Iteration 18Q: 3 clusters Score -2712328 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2712365.000000 Penalty: 3344.197266
	Iteration 19Q: 3 clusters Score -2712365 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2712412.750000 Penalty: 3344.197266
	Iteration 20F: 3 clusters Score -2712413 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2712439.000000 Penalty: 3344.197266
	Iteration 21Q: 3 clusters Score -2712439 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2712452.750000 Penalty: 3344.197266
	Iteration 22Q: 3 clusters Score -2712453 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2712468.500000 Penalty: 3344.197266
	Iteration 23Q: 3 clusters Score -2712468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2712479.500000 Penalty: 3344.197266
	Iteration 24Q: 3 clusters Score -2712480 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -2712496.000000 Penalty: 3344.197266
	Iteration 25Q: 3 clusters Score -2712496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -2712509.500000 Penalty: 3344.197266
	Iteration 26Q: 3 clusters Score -2712510 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2712519.000000 Penalty: 3344.197266
	Iteration 27Q: 3 clusters Score -2712519 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -2712520.500000 Penalty: 3344.197266
	Iteration 28Q: 3 clusters Score -2712520 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2712531.500000 Penalty: 3344.197266
	Iteration 29Q: 3 clusters Score -2712532 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -2712549.750000 Penalty: 3344.197266
	Iteration 30Q: 3 clusters Score -2712550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2712562.500000 Penalty: 3344.197266
	Iteration 31Q: 3 clusters Score -2712562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2712566.500000 Penalty: 3344.197266
	Iteration 32Q: 3 clusters Score -2712566 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2712573.000000 Penalty: 3344.197266
	Iteration 33Q: 3 clusters Score -2712573 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2712576.250000 Penalty: 3344.197266
	Iteration 34Q: 3 clusters Score -2712576 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -2712578.500000 Penalty: 3344.197266
	Iteration 35Q: 3 clusters Score -2712578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -2712591.750000 Penalty: 3344.197266
	Iteration 36Q: 3 clusters Score -2712592 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -2712601.500000 Penalty: 3344.197266
	Iteration 37Q: 3 clusters Score -2712602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2712604.500000 Penalty: 3344.197266
	Iteration 38Q: 3 clusters Score -2712604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2712617.000000 Penalty: 3344.197266
	Iteration 39Q: 3 clusters Score -2712617 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -2712615.250000 Penalty: 3344.197266
	Iteration 40F: 3 clusters Score -2712615 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -2712622.750000 Penalty: 3344.197266
	Iteration 41Q: 3 clusters Score -2712623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -2712628.750000 Penalty: 3344.197266
	Iteration 42Q: 3 clusters Score -2712629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2712630.000000 Penalty: 3344.197266
	Iteration 43Q: 3 clusters Score -2712630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2712628.750000 Penalty: 3344.197266
	Iteration 44Q: 3 clusters Score -2712629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -2712630.250000 Penalty: 3344.197266
	Iteration 45Q: 3 clusters Score -2712630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -2712633.000000 Penalty: 3344.197266
	Iteration 46Q: 3 clusters Score -2712633 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -2712638.750000 Penalty: 3344.197266
	Iteration 47Q: 3 clusters Score -2712639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -2712645.500000 Penalty: 3344.197266
	Iteration 48Q: 3 clusters Score -2712646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -2712646.000000 Penalty: 3344.197266
	Iteration 49Q: 3 clusters Score -2712646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -2712644.000000 Penalty: 3344.197266
	Iteration 50Q: 3 clusters Score -2712644 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -2712646.750000 Penalty: 3344.197266
	Iteration 51Q: 3 clusters Score -2712647 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -2712643.750000 Penalty: 3344.197266
	Iteration 52Q: 3 clusters Score -2712644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -2712648.500000 Penalty: 3344.197266
	Iteration 53Q: 3 clusters Score -2712648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -2712643.750000 Penalty: 3344.197266
	Iteration 54Q: 3 clusters Score -2712644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -2712651.500000 Penalty: 3344.197266
	Iteration 55Q: 3 clusters Score -2712652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -2712645.750000 Penalty: 3344.197266
	Iteration 56Q: 3 clusters Score -2712646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -2712653.000000 Penalty: 3344.197266
	Iteration 57Q: 3 clusters Score -2712653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -2712652.500000 Penalty: 3344.197266
	Iteration 58Q: 3 clusters Score -2712652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -2712662.000000 Penalty: 3344.197266
	Iteration 59Q: 3 clusters Score -2712662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -2712664.500000 Penalty: 3344.197266
	Iteration 60F: 3 clusters Score -2712664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -2712669.000000 Penalty: 3344.197266
	Iteration 61Q: 3 clusters Score -2712669 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -2712675.500000 Penalty: 3344.197266
	Iteration 62Q: 3 clusters Score -2712676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -2712682.000000 Penalty: 3344.197266
	Iteration 63Q: 3 clusters Score -2712682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -2712677.250000 Penalty: 3344.197266
	Iteration 64Q: 3 clusters Score -2712677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -2712673.500000 Penalty: 3344.197266
	Iteration 65Q: 3 clusters Score -2712674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -2712678.500000 Penalty: 3344.197266
	Iteration 66Q: 3 clusters Score -2712678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
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Entering Unmasked Estep 
Score: -2712679.750000 Penalty: 3344.197266
	Iteration 67Q: 3 clusters Score -2712680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -2712678.750000 Penalty: 3344.197266
	Iteration 68Q: 3 clusters Score -2712679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -2712683.000000 Penalty: 3344.197266
	Iteration 69Q: 3 clusters Score -2712683 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -2712689.500000 Penalty: 3344.197266
	Iteration 70Q: 3 clusters Score -2712690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2712697.500000 Penalty: 3344.197266
	Iteration 71Q: 3 clusters Score -2712698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -2712695.500000 Penalty: 3344.197266
	Iteration 72Q: 3 clusters Score -2712696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -2712707.000000 Penalty: 3344.197266
	Iteration 73Q: 3 clusters Score -2712707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -2712710.500000 Penalty: 3344.197266
	Iteration 74Q: 3 clusters Score -2712710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2712718.250000 Penalty: 3344.197266
	Iteration 75Q: 3 clusters Score -2712718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2712726.250000 Penalty: 3344.197266
	Iteration 76Q: 3 clusters Score -2712726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -2712733.750000 Penalty: 3344.197266
	Iteration 77Q: 3 clusters Score -2712734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -2712740.000000 Penalty: 3344.197266
	Iteration 78Q: 3 clusters Score -2712740 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -2712752.250000 Penalty: 3344.197266
	Iteration 79Q: 3 clusters Score -2712752 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -2712759.250000 Penalty: 3344.197266
	Iteration 80F: 3 clusters Score -2712759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -2712771.000000 Penalty: 3344.197266
	Iteration 81Q: 3 clusters Score -2712771 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -2712775.500000 Penalty: 3344.197266
	Iteration 82Q: 3 clusters Score -2712776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -2712787.000000 Penalty: 3344.197266
	Iteration 83Q: 3 clusters Score -2712787 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -2712794.500000 Penalty: 3344.197266
	Iteration 84Q: 3 clusters Score -2712794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -2712802.250000 Penalty: 3344.197266
	Iteration 85Q: 3 clusters Score -2712802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -2712822.000000 Penalty: 3344.197266
	Iteration 86Q: 3 clusters Score -2712822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -2712832.750000 Penalty: 3344.197266
	Iteration 87Q: 3 clusters Score -2712833 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -2712839.250000 Penalty: 3344.197266
	Iteration 88Q: 3 clusters Score -2712839 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -2712851.250000 Penalty: 3344.197266
	Iteration 89Q: 3 clusters Score -2712851 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2712856.000000 Penalty: 3344.197266
	Iteration 90Q: 3 clusters Score -2712856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -2712862.000000 Penalty: 3344.197266
	Iteration 91Q: 3 clusters Score -2712862 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2712875.250000 Penalty: 3344.197266
	Iteration 92Q: 3 clusters Score -2712875 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -2712887.250000 Penalty: 3344.197266
	Iteration 93Q: 3 clusters Score -2712887 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -2712898.500000 Penalty: 3344.197266
	Iteration 94Q: 3 clusters Score -2712898 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2712922.000000 Penalty: 3344.197266
	Iteration 95Q: 3 clusters Score -2712922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -2712939.000000 Penalty: 3344.197266
	Iteration 96Q: 3 clusters Score -2712939 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -2712957.250000 Penalty: 3344.197266
	Iteration 97Q: 3 clusters Score -2712957 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2712976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -2712979.500000 Penalty: 3344.197266
	Iteration 99Q: 3 clusters Score -2712980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -2712994.500000 Penalty: 3344.197266
	Iteration 100F: 3 clusters Score -2712994 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -2713003.500000 Penalty: 3344.197266
	Iteration 101Q: 3 clusters Score -2713004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -2713012.250000 Penalty: 3344.197266
	Iteration 102Q: 3 clusters Score -2713012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2713017.500000 Penalty: 3344.197266
	Iteration 103Q: 3 clusters Score -2713018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -2713022.000000 Penalty: 3344.197266
	Iteration 104Q: 3 clusters Score -2713022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2713028.750000 Penalty: 3344.197266
	Iteration 105Q: 3 clusters Score -2713029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -2713030.000000 Penalty: 3344.197266
	Iteration 106Q: 3 clusters Score -2713030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -2713029.750000 Penalty: 3344.197266
	Iteration 107Q: 3 clusters Score -2713030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -2713035.000000 Penalty: 3344.197266
	Iteration 108Q: 3 clusters Score -2713035 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -2713035.000000 Penalty: 3344.197266
	Iteration 109Q: 3 clusters Score -2713035 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26400 members 
Entering Unmasked Estep 
Score: -2713054.000000 Penalty: 3344.197266
	Iteration 110Q: 3 clusters Score -2713054 nChanged 21
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Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -2713055.750000 Penalty: 3344.197266
	Iteration 111Q: 3 clusters Score -2713056 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -2713058.000000 Penalty: 3344.197266
	Iteration 112Q: 3 clusters Score -2713058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -2713061.000000 Penalty: 3344.197266
	Iteration 113Q: 3 clusters Score -2713061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -2713060.000000 Penalty: 3344.197266
	Iteration 114Q: 3 clusters Score -2713060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -2713063.250000 Penalty: 3344.197266
	Iteration 115Q: 3 clusters Score -2713063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -2713069.500000 Penalty: 3344.197266
	Iteration 116Q: 3 clusters Score -2713070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -2713069.250000 Penalty: 3344.197266
	Iteration 117Q: 3 clusters Score -2713069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -2713065.250000 Penalty: 3344.197266
	Iteration 118Q: 3 clusters Score -2713065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -2713075.000000 Penalty: 3344.197266
	Iteration 119Q: 3 clusters Score -2713075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -2713075.250000 Penalty: 3344.197266
	Iteration 120F: 3 clusters Score -2713075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -2713084.250000 Penalty: 3344.197266
	Iteration 121Q: 3 clusters Score -2713084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -2713084.250000 Penalty: 3344.197266
	Iteration 122Q: 3 clusters Score -2713084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -2713090.500000 Penalty: 3344.197266
	Iteration 123Q: 3 clusters Score -2713090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -2713092.000000 Penalty: 3344.197266
	Iteration 124Q: 3 clusters Score -2713092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -2713089.750000 Penalty: 3344.197266
	Iteration 125Q: 3 clusters Score -2713090 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 26681 members 
Entering Unmasked Estep 
Score: -2713094.250000 Penalty: 3344.197266
	Iteration 126Q: 3 clusters Score -2713094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -2713091.500000 Penalty: 3344.197266
	Iteration 127Q: 3 clusters Score -2713092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -2713095.250000 Penalty: 3344.197266
	Iteration 128Q: 3 clusters Score -2713095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -2713094.250000 Penalty: 3344.197266
	Iteration 129Q: 3 clusters Score -2713094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -2713095.750000 Penalty: 3344.197266
	Iteration 130Q: 3 clusters Score -2713096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 26760 members 
Entering Unmasked Estep 
Score: -2713107.500000 Penalty: 3344.197266
	Iteration 131Q: 3 clusters Score -2713108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -2713109.500000 Penalty: 3344.197266
	Iteration 132Q: 3 clusters Score -2713110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -2713110.250000 Penalty: 3344.197266
	Iteration 133Q: 3 clusters Score -2713110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -2713116.500000 Penalty: 3344.197266
	Iteration 134Q: 3 clusters Score -2713116 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -2713113.750000 Penalty: 3344.197266
	Iteration 135Q: 3 clusters Score -2713114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -2713120.000000 Penalty: 3344.197266
	Iteration 136Q: 3 clusters Score -2713120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -2713122.000000 Penalty: 3344.197266
	Iteration 137Q: 3 clusters Score -2713122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -2713125.250000 Penalty: 3344.197266
	Iteration 138Q: 3 clusters Score -2713125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -2713132.500000 Penalty: 3344.197266
	Iteration 139Q: 3 clusters Score -2713132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -2713135.250000 Penalty: 3344.197266
	Iteration 140F: 3 clusters Score -2713135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -2713134.000000 Penalty: 3344.197266
	Iteration 141Q: 3 clusters Score -2713134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -2713138.750000 Penalty: 3344.197266
	Iteration 142Q: 3 clusters Score -2713139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -2713133.000000 Penalty: 3344.197266
	Iteration 143Q: 3 clusters Score -2713133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -2713132.000000 Penalty: 3344.197266
	Iteration 144Q: 3 clusters Score -2713132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -2713132.000000 Penalty: 3344.197266
	Iteration 145Q: 3 clusters Score -2713132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 26917 members 
Entering Unmasked Estep 
Score: -2713133.250000 Penalty: 3344.197266
	Iteration 146Q: 3 clusters Score -2713133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -2713137.250000 Penalty: 3344.197266
	Iteration 147Q: 3 clusters Score -2713137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -2713135.000000 Penalty: 3344.197266
	Iteration 148Q: 3 clusters Score -2713135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -2713134.250000 Penalty: 3344.197266
	Iteration 149Q: 3 clusters Score -2713134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -2713132.750000 Penalty: 3344.197266
	Iteration 150Q: 3 clusters Score -2713133 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -2713138.000000 Penalty: 3344.197266
	Iteration 151Q: 3 clusters Score -2713138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -2713135.500000 Penalty: 3344.197266
	Iteration 152Q: 3 clusters Score -2713136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -2713134.750000 Penalty: 3344.197266
	Iteration 153Q: 3 clusters Score -2713135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -2713138.750000 Penalty: 3344.197266
	Iteration 154Q: 3 clusters Score -2713139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -2713135.750000 Penalty: 3344.197266
	Iteration 155Q: 3 clusters Score -2713136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2713137.250000 Penalty: 3344.197266
	Iteration 156Q: 3 clusters Score -2713137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -2713137.500000 Penalty: 3344.197266
	Iteration 157Q: 3 clusters Score -2713138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -2713137.500000 Penalty: 3344.197266
	Iteration 158F: 3 clusters Score -2713138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Entering Unmasked Estep 
Score: -314144.062500 Penalty: 1346.518799
	Iteration 0F: 2 clusters Score -314144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -310902.375000 Penalty: 2693.037598
	Iteration 0F: 3 clusters Score -310902.4 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -312078.656250 Penalty: 2693.037598
	Iteration 1F: 3 clusters Score -312078.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -312454.375000 Penalty: 2693.037598
	Iteration 2F: 3 clusters Score -312454.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -312777.468750 Penalty: 2693.037598
	Iteration 3F: 3 clusters Score -312777.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -313050.812500 Penalty: 2693.037598
	Iteration 4F: 3 clusters Score -313050.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -313264.031250 Penalty: 2693.037598
	Iteration 5F: 3 clusters Score -313264 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -313417.718750 Penalty: 2693.037598
	Iteration 6Q: 3 clusters Score -313417.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -313536.531250 Penalty: 2693.037598
	Iteration 7Q: 3 clusters Score -313536.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -313642.406250 Penalty: 2693.037598
	Iteration 8Q: 3 clusters Score -313642.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -313775.125000 Penalty: 2693.037598
	Iteration 9Q: 3 clusters Score -313775.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -313903.437500 Penalty: 2693.037598
	Iteration 10Q: 3 clusters Score -313903.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -314006.718750 Penalty: 2693.037598
	Iteration 11Q: 3 clusters Score -314006.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -314065.000000 Penalty: 2693.037598
	Iteration 12Q: 3 clusters Score -314065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -314089.781250 Penalty: 2693.037598
	Iteration 13Q: 3 clusters Score -314089.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -314100.343750 Penalty: 2693.037598
	Iteration 14Q: 3 clusters Score -314100.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -314105.031250 Penalty: 2693.037598
	Iteration 15Q: 3 clusters Score -314105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -314108.687500 Penalty: 2693.037598
	Iteration 16Q: 3 clusters Score -314108.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -314110.593750 Penalty: 2693.037598
	Iteration 17Q: 3 clusters Score -314110.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -314112.093750 Penalty: 2693.037598
	Iteration 18Q: 3 clusters Score -314112.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -314114.000000 Penalty: 2693.037598
	Iteration 19Q: 3 clusters Score -314114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -314118.125000 Penalty: 2693.037598
	Iteration 20F: 3 clusters Score -314118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -314121.468750 Penalty: 2693.037598
	Iteration 21Q: 3 clusters Score -314121.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -314123.593750 Penalty: 2693.037598
	Iteration 22Q: 3 clusters Score -314123.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -314128.406250 Penalty: 2693.037598
	Iteration 23Q: 3 clusters Score -314128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -314131.656250 Penalty: 2693.037598
	Iteration 24Q: 3 clusters Score -314131.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -314135.500000 Penalty: 2693.037598
	Iteration 25Q: 3 clusters Score -314135.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -314139.125000 Penalty: 2693.037598
	Iteration 26Q: 3 clusters Score -314139.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -314142.125000 Penalty: 2693.037598
	Iteration 27Q: 3 clusters Score -314142.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -314143.562500 Penalty: 2693.037598
	Iteration 28Q: 3 clusters Score -314143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -314145.406250 Penalty: 2693.037598
	Iteration 29Q: 3 clusters Score -314145.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -314146.250000 Penalty: 2693.037598
	Iteration 30Q: 3 clusters Score -314146.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -314146.656250 Penalty: 2693.037598
	Iteration 31Q: 3 clusters Score -314146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -314146.656250 Penalty: 2693.037598
	Iteration 32F: 3 clusters Score -314146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 6 contains 21752 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 6268 members 
Entering Unmasked Estep 
Score: -24801584.000000 Penalty: 36704.804688
Splitting cluster 3 changes total score from -24802226.000000 to -24801584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Entering Unmasked Estep 
Score: -506360.312500 Penalty: 1402.285645
	Iteration 0F: 2 clusters Score -506360.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -502028.093750 Penalty: 2804.571289
	Iteration 0F: 3 clusters Score -502028.1 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -503307.156250 Penalty: 2804.571289
	Iteration 1F: 3 clusters Score -503307.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -503535.437500 Penalty: 2804.571289
	Iteration 2F: 3 clusters Score -503535.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -503695.500000 Penalty: 2804.571289
	Iteration 3F: 3 clusters Score -503695.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -503802.593750 Penalty: 2804.571289
	Iteration 4Q: 3 clusters Score -503802.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -503881.968750 Penalty: 2804.571289
	Iteration 5Q: 3 clusters Score -503882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -503955.187500 Penalty: 2804.571289
	Iteration 6Q: 3 clusters Score -503955.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -504018.468750 Penalty: 2804.571289
	Iteration 7Q: 3 clusters Score -504018.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -504069.500000 Penalty: 2804.571289
	Iteration 8Q: 3 clusters Score -504069.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -504113.906250 Penalty: 2804.571289
	Iteration 9Q: 3 clusters Score -504113.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -504154.312500 Penalty: 2804.571289
	Iteration 10Q: 3 clusters Score -504154.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -504191.468750 Penalty: 2804.571289
	Iteration 11Q: 3 clusters Score -504191.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -504221.562500 Penalty: 2804.571289
	Iteration 12Q: 3 clusters Score -504221.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -504257.656250 Penalty: 2804.571289
	Iteration 13Q: 3 clusters Score -504257.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -504294.062500 Penalty: 2804.571289
	Iteration 14Q: 3 clusters Score -504294.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -504345.343750 Penalty: 2804.571289
	Iteration 15Q: 3 clusters Score -504345.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -504420.875000 Penalty: 2804.571289
	Iteration 16Q: 3 clusters Score -504420.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -504507.968750 Penalty: 2804.571289
	Iteration 17Q: 3 clusters Score -504508 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -504607.593750 Penalty: 2804.571289
	Iteration 18Q: 3 clusters Score -504607.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -504714.750000 Penalty: 2804.571289
	Iteration 19Q: 3 clusters Score -504714.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -504812.343750 Penalty: 2804.571289
	Iteration 20F: 3 clusters Score -504812.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -504859.312500 Penalty: 2804.571289
	Iteration 21Q: 3 clusters Score -504859.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -504893.218750 Penalty: 2804.571289
	Iteration 22Q: 3 clusters Score -504893.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -504915.750000 Penalty: 2804.571289
	Iteration 23Q: 3 clusters Score -504915.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -504940.250000 Penalty: 2804.571289
	Iteration 24Q: 3 clusters Score -504940.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -504957.718750 Penalty: 2804.571289
	Iteration 25Q: 3 clusters Score -504957.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -504968.593750 Penalty: 2804.571289
	Iteration 26Q: 3 clusters Score -504968.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -504984.187500 Penalty: 2804.571289
	Iteration 27Q: 3 clusters Score -504984.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -504999.250000 Penalty: 2804.571289
	Iteration 28Q: 3 clusters Score -504999.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -505012.500000 Penalty: 2804.571289
	Iteration 29Q: 3 clusters Score -505012.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -505026.812500 Penalty: 2804.571289
	Iteration 30Q: 3 clusters Score -505026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -505037.312500 Penalty: 2804.571289
	Iteration 31Q: 3 clusters Score -505037.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -505047.250000 Penalty: 2804.571289
	Iteration 32Q: 3 clusters Score -505047.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -505058.906250 Penalty: 2804.571289
	Iteration 33Q: 3 clusters Score -505058.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -505072.875000 Penalty: 2804.571289
	Iteration 34Q: 3 clusters Score -505072.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -505084.093750 Penalty: 2804.571289
	Iteration 35Q: 3 clusters Score -505084.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -505096.750000 Penalty: 2804.571289
	Iteration 36Q: 3 clusters Score -505096.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -505107.031250 Penalty: 2804.571289
	Iteration 37Q: 3 clusters Score -505107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -505115.031250 Penalty: 2804.571289
	Iteration 38Q: 3 clusters Score -505115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -505123.781250 Penalty: 2804.571289
	Iteration 39Q: 3 clusters Score -505123.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -505128.062500 Penalty: 2804.571289
	Iteration 40F: 3 clusters Score -505128.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -505134.562500 Penalty: 2804.571289
	Iteration 41Q: 3 clusters Score -505134.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -505137.562500 Penalty: 2804.571289
	Iteration 42Q: 3 clusters Score -505137.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -505138.687500 Penalty: 2804.571289
	Iteration 43Q: 3 clusters Score -505138.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -505140.281250 Penalty: 2804.571289
	Iteration 44Q: 3 clusters Score -505140.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -505140.843750 Penalty: 2804.571289
	Iteration 45Q: 3 clusters Score -505140.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -505140.875000 Penalty: 2804.571289
	Iteration 46Q: 3 clusters Score -505140.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -505142.312500 Penalty: 2804.571289
	Iteration 47Q: 3 clusters Score -505142.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -505143.062500 Penalty: 2804.571289
	Iteration 48Q: 3 clusters Score -505143.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -505144.593750 Penalty: 2804.571289
	Iteration 49Q: 3 clusters Score -505144.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -505145.531250 Penalty: 2804.571289
	Iteration 50Q: 3 clusters Score -505145.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -505146.093750 Penalty: 2804.571289
	Iteration 51Q: 3 clusters Score -505146.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -505148.312500 Penalty: 2804.571289
	Iteration 52Q: 3 clusters Score -505148.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -505147.875000 Penalty: 2804.571289
	Iteration 53Q: 3 clusters Score -505147.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -505148.312500 Penalty: 2804.571289
	Iteration 54Q: 3 clusters Score -505148.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -505150.843750 Penalty: 2804.571289
	Iteration 55Q: 3 clusters Score -505150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -505154.312500 Penalty: 2804.571289
	Iteration 56Q: 3 clusters Score -505154.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -505155.031250 Penalty: 2804.571289
	Iteration 57Q: 3 clusters Score -505155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -505155.312500 Penalty: 2804.571289
	Iteration 58Q: 3 clusters Score -505155.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -505157.468750 Penalty: 2804.571289
	Iteration 59Q: 3 clusters Score -505157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -505156.906250 Penalty: 2804.571289
	Iteration 60F: 3 clusters Score -505156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -505158.250000 Penalty: 2804.571289
	Iteration 61Q: 3 clusters Score -505158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -505158.656250 Penalty: 2804.571289
	Iteration 62Q: 3 clusters Score -505158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -505160.375000 Penalty: 2804.571289
	Iteration 63Q: 3 clusters Score -505160.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -505162.093750 Penalty: 2804.571289
	Iteration 64Q: 3 clusters Score -505162.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -505163.656250 Penalty: 2804.571289
	Iteration 65Q: 3 clusters Score -505163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -505163.937500 Penalty: 2804.571289
	Iteration 66Q: 3 clusters Score -505163.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -505163.843750 Penalty: 2804.571289
	Iteration 67Q: 3 clusters Score -505163.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -505164.437500 Penalty: 2804.571289
	Iteration 68Q: 3 clusters Score -505164.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -505165.531250 Penalty: 2804.571289
	Iteration 69Q: 3 clusters Score -505165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -505164.812500 Penalty: 2804.571289
	Iteration 70Q: 3 clusters Score -505164.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -505164.812500 Penalty: 2804.571289
	Iteration 71F: 3 clusters Score -505164.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -1933032.500000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -1933032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1918234.250000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -1918234 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1923710.375000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -1923710 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1924667.875000 Penalty: 3245.924805
	Iteration 2F: 3 clusters Score -1924668 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1925902.750000 Penalty: 3245.924805
	Iteration 3F: 3 clusters Score -1925903 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1927487.125000 Penalty: 3245.924805
	Iteration 4F: 3 clusters Score -1927487 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1929257.250000 Penalty: 3245.924805
	Iteration 5F: 3 clusters Score -1929257 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1930821.625000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -1930822 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1931988.375000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -1931988 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1932746.000000 Penalty: 3245.924805
	Iteration 8Q: 3 clusters Score -1932746 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1933228.000000 Penalty: 3245.924805
	Iteration 9Q: 3 clusters Score -1933228 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -1933577.250000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -1933577 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -1933785.375000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -1933785 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1933903.875000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -1933904 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1933973.250000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -1933973 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1934029.875000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -1934030 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1934074.500000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -1934074 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1934105.875000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -1934106 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1934138.000000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -1934138 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1934158.500000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -1934158 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1934186.500000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -1934186 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -1934201.375000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -1934201 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1934225.750000 Penalty: 3245.924805
	Iteration 21Q: 3 clusters Score -1934226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1934246.250000 Penalty: 3245.924805
	Iteration 22Q: 3 clusters Score -1934246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -1934255.500000 Penalty: 3245.924805
	Iteration 23Q: 3 clusters Score -1934256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -1934266.125000 Penalty: 3245.924805
	Iteration 24Q: 3 clusters Score -1934266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1934268.000000 Penalty: 3245.924805
	Iteration 25Q: 3 clusters Score -1934268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1934266.000000 Penalty: 3245.924805
	Iteration 26Q: 3 clusters Score -1934266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1934271.750000 Penalty: 3245.924805
	Iteration 27Q: 3 clusters Score -1934272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -1934283.875000 Penalty: 3245.924805
	Iteration 28Q: 3 clusters Score -1934284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -1934288.250000 Penalty: 3245.924805
	Iteration 29Q: 3 clusters Score -1934288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -1934290.500000 Penalty: 3245.924805
	Iteration 30Q: 3 clusters Score -1934290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -1934285.750000 Penalty: 3245.924805
	Iteration 31Q: 3 clusters Score -1934286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1934284.625000 Penalty: 3245.924805
	Iteration 32Q: 3 clusters Score -1934285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1934286.500000 Penalty: 3245.924805
	Iteration 33Q: 3 clusters Score -1934286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -1934288.250000 Penalty: 3245.924805
	Iteration 34Q: 3 clusters Score -1934288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1934284.500000 Penalty: 3245.924805
	Iteration 35Q: 3 clusters Score -1934284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1934284.250000 Penalty: 3245.924805
	Iteration 36Q: 3 clusters Score -1934284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1934283.000000 Penalty: 3245.924805
	Iteration 37Q: 3 clusters Score -1934283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -1934283.000000 Penalty: 3245.924805
	Iteration 38F: 3 clusters Score -1934283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 6329 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 6268 members 
Entering Unmasked Estep 
Score: -24803114.000000 Penalty: 36704.804688
Splitting cluster 6 changes total score from -24802226.000000 to -24803114.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (13039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Entering Unmasked Estep 
Score: -1137009.375000 Penalty: 1539.801270
	Iteration 0F: 2 clusters Score -1137009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1127893.125000 Penalty: 3079.602539
	Iteration 0F: 3 clusters Score -1127893 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1131235.750000 Penalty: 3079.602539
	Iteration 1F: 3 clusters Score -1131236 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1131759.000000 Penalty: 3079.602539
	Iteration 2F: 3 clusters Score -1131759 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1132251.625000 Penalty: 3079.602539
	Iteration 3F: 3 clusters Score -1132252 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1132728.500000 Penalty: 3079.602539
	Iteration 4F: 3 clusters Score -1132728 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1133144.875000 Penalty: 3079.602539
	Iteration 5F: 3 clusters Score -1133145 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1133502.250000 Penalty: 3079.602539
	Iteration 6F: 3 clusters Score -1133502 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1133846.500000 Penalty: 3079.602539
	Iteration 7Q: 3 clusters Score -1133846 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1134155.250000 Penalty: 3079.602539
	Iteration 8Q: 3 clusters Score -1134155 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1134444.500000 Penalty: 3079.602539
	Iteration 9Q: 3 clusters Score -1134444 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1134647.125000 Penalty: 3079.602539
	Iteration 10Q: 3 clusters Score -1134647 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1134807.625000 Penalty: 3079.602539
	Iteration 11Q: 3 clusters Score -1134808 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1134934.500000 Penalty: 3079.602539
	Iteration 12Q: 3 clusters Score -1134934 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1135034.125000 Penalty: 3079.602539
	Iteration 13Q: 3 clusters Score -1135034 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1135153.500000 Penalty: 3079.602539
	Iteration 14Q: 3 clusters Score -1135154 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1135279.000000 Penalty: 3079.602539
	Iteration 15Q: 3 clusters Score -1135279 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1135424.000000 Penalty: 3079.602539
	Iteration 16Q: 3 clusters Score -1135424 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1135588.000000 Penalty: 3079.602539
	Iteration 17Q: 3 clusters Score -1135588 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1135751.375000 Penalty: 3079.602539
	Iteration 18Q: 3 clusters Score -1135751 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1135896.500000 Penalty: 3079.602539
	Iteration 19Q: 3 clusters Score -1135896 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1136019.375000 Penalty: 3079.602539
	Iteration 20F: 3 clusters Score -1136019 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1136129.125000 Penalty: 3079.602539
	Iteration 21Q: 3 clusters Score -1136129 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1136237.375000 Penalty: 3079.602539
	Iteration 22Q: 3 clusters Score -1136237 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1136346.375000 Penalty: 3079.602539
	Iteration 23Q: 3 clusters Score -1136346 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1136474.125000 Penalty: 3079.602539
	Iteration 24Q: 3 clusters Score -1136474 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1136567.750000 Penalty: 3079.602539
	Iteration 25Q: 3 clusters Score -1136568 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1136646.125000 Penalty: 3079.602539
	Iteration 26Q: 3 clusters Score -1136646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1136687.750000 Penalty: 3079.602539
	Iteration 27Q: 3 clusters Score -1136688 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1136720.375000 Penalty: 3079.602539
	Iteration 28Q: 3 clusters Score -1136720 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1136749.375000 Penalty: 3079.602539
	Iteration 29Q: 3 clusters Score -1136749 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1136770.375000 Penalty: 3079.602539
	Iteration 30Q: 3 clusters Score -1136770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1136778.375000 Penalty: 3079.602539
	Iteration 31Q: 3 clusters Score -1136778 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1136778.625000 Penalty: 3079.602539
	Iteration 32Q: 3 clusters Score -1136779 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1136788.000000 Penalty: 3079.602539
	Iteration 33Q: 3 clusters Score -1136788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1136792.000000 Penalty: 3079.602539
	Iteration 34Q: 3 clusters Score -1136792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1136791.375000 Penalty: 3079.602539
	Iteration 35Q: 3 clusters Score -1136791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1136795.375000 Penalty: 3079.602539
	Iteration 36Q: 3 clusters Score -1136795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1136794.000000 Penalty: 3079.602539
	Iteration 37Q: 3 clusters Score -1136794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -1136795.250000 Penalty: 3079.602539
	Iteration 38Q: 3 clusters Score -1136795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1136793.875000 Penalty: 3079.602539
	Iteration 39Q: 3 clusters Score -1136794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1136796.250000 Penalty: 3079.602539
	Iteration 40F: 3 clusters Score -1136796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1136798.125000 Penalty: 3079.602539
	Iteration 41Q: 3 clusters Score -1136798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1136797.625000 Penalty: 3079.602539
	Iteration 42Q: 3 clusters Score -1136798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1136797.375000 Penalty: 3079.602539
	Iteration 43Q: 3 clusters Score -1136797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1136798.125000 Penalty: 3079.602539
	Iteration 44Q: 3 clusters Score -1136798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1136801.000000 Penalty: 3079.602539
	Iteration 45Q: 3 clusters Score -1136801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1136803.125000 Penalty: 3079.602539
	Iteration 46Q: 3 clusters Score -1136803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1136804.000000 Penalty: 3079.602539
	Iteration 47Q: 3 clusters Score -1136804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1136804.250000 Penalty: 3079.602539
	Iteration 48Q: 3 clusters Score -1136804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1136801.750000 Penalty: 3079.602539
	Iteration 49Q: 3 clusters Score -1136802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1136804.250000 Penalty: 3079.602539
	Iteration 50Q: 3 clusters Score -1136804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1136806.375000 Penalty: 3079.602539
	Iteration 51Q: 3 clusters Score -1136806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1136807.125000 Penalty: 3079.602539
	Iteration 52Q: 3 clusters Score -1136807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -1136806.125000 Penalty: 3079.602539
	Iteration 53Q: 3 clusters Score -1136806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1136806.000000 Penalty: 3079.602539
	Iteration 54Q: 3 clusters Score -1136806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -1136806.125000 Penalty: 3079.602539
	Iteration 55Q: 3 clusters Score -1136806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1136806.125000 Penalty: 3079.602539
	Iteration 56Q: 3 clusters Score -1136806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1136807.125000 Penalty: 3079.602539
	Iteration 57Q: 3 clusters Score -1136807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1136807.000000 Penalty: 3079.602539
	Iteration 58Q: 3 clusters Score -1136807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1136807.625000 Penalty: 3079.602539
	Iteration 59Q: 3 clusters Score -1136808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1136808.500000 Penalty: 3079.602539
	Iteration 60F: 3 clusters Score -1136808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1136807.500000 Penalty: 3079.602539
	Iteration 61Q: 3 clusters Score -1136808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1136809.250000 Penalty: 3079.602539
	Iteration 62Q: 3 clusters Score -1136809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1136808.625000 Penalty: 3079.602539
	Iteration 63Q: 3 clusters Score -1136809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1136809.375000 Penalty: 3079.602539
	Iteration 64Q: 3 clusters Score -1136809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1136809.375000 Penalty: 3079.602539
	Iteration 65F: 3 clusters Score -1136809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Entering Unmasked Estep 
Score: -1612460.375000 Penalty: 1590.407471
	Iteration 0F: 2 clusters Score -1612460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1600237.625000 Penalty: 3180.814941
	Iteration 0F: 3 clusters Score -1600238 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1604583.500000 Penalty: 3180.814941
	Iteration 1F: 3 clusters Score -1604584 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1604934.125000 Penalty: 3180.814941
	Iteration 2F: 3 clusters Score -1604934 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1605260.000000 Penalty: 3180.814941
	Iteration 3Q: 3 clusters Score -1605260 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1605562.375000 Penalty: 3180.814941
	Iteration 4Q: 3 clusters Score -1605562 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1605848.500000 Penalty: 3180.814941
	Iteration 5Q: 3 clusters Score -1605848 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1606146.750000 Penalty: 3180.814941
	Iteration 6Q: 3 clusters Score -1606147 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1606511.500000 Penalty: 3180.814941
	Iteration 7Q: 3 clusters Score -1606512 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1606993.625000 Penalty: 3180.814941
	Iteration 8Q: 3 clusters Score -1606994 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1607606.250000 Penalty: 3180.814941
	Iteration 9F: 3 clusters Score -1607606 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1608216.250000 Penalty: 3180.814941
	Iteration 10Q: 3 clusters Score -1608216 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1608763.750000 Penalty: 3180.814941
	Iteration 11Q: 3 clusters Score -1608764 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1609257.875000 Penalty: 3180.814941
	Iteration 12Q: 3 clusters Score -1609258 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1609602.625000 Penalty: 3180.814941
	Iteration 13Q: 3 clusters Score -1609603 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1609830.000000 Penalty: 3180.814941
	Iteration 14Q: 3 clusters Score -1609830 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1609982.000000 Penalty: 3180.814941
	Iteration 15Q: 3 clusters Score -1609982 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1610112.250000 Penalty: 3180.814941
	Iteration 16Q: 3 clusters Score -1610112 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1610212.750000 Penalty: 3180.814941
	Iteration 17Q: 3 clusters Score -1610213 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1610322.125000 Penalty: 3180.814941
	Iteration 18Q: 3 clusters Score -1610322 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1610395.750000 Penalty: 3180.814941
	Iteration 19Q: 3 clusters Score -1610396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1610469.250000 Penalty: 3180.814941
	Iteration 20F: 3 clusters Score -1610469 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1610528.625000 Penalty: 3180.814941
	Iteration 21Q: 3 clusters Score -1610529 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1610575.500000 Penalty: 3180.814941
	Iteration 22Q: 3 clusters Score -1610576 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1610616.625000 Penalty: 3180.814941
	Iteration 23Q: 3 clusters Score -1610617 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1610650.500000 Penalty: 3180.814941
	Iteration 24Q: 3 clusters Score -1610650 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1610700.625000 Penalty: 3180.814941
	Iteration 25Q: 3 clusters Score -1610701 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1610742.625000 Penalty: 3180.814941
	Iteration 26Q: 3 clusters Score -1610743 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1610786.000000 Penalty: 3180.814941
	Iteration 27Q: 3 clusters Score -1610786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1610817.625000 Penalty: 3180.814941
	Iteration 28Q: 3 clusters Score -1610818 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1610854.750000 Penalty: 3180.814941
	Iteration 29Q: 3 clusters Score -1610855 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1610883.000000 Penalty: 3180.814941
	Iteration 30Q: 3 clusters Score -1610883 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1610901.125000 Penalty: 3180.814941
	Iteration 31Q: 3 clusters Score -1610901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1610921.250000 Penalty: 3180.814941
	Iteration 32Q: 3 clusters Score -1610921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1610943.125000 Penalty: 3180.814941
	Iteration 33Q: 3 clusters Score -1610943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1610963.000000 Penalty: 3180.814941
	Iteration 34Q: 3 clusters Score -1610963 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1610970.250000 Penalty: 3180.814941
	Iteration 35Q: 3 clusters Score -1610970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1610985.500000 Penalty: 3180.814941
	Iteration 36Q: 3 clusters Score -1610986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1611000.250000 Penalty: 3180.814941
	Iteration 37Q: 3 clusters Score -1611000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1611010.500000 Penalty: 3180.814941
	Iteration 38Q: 3 clusters Score -1611010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1611017.125000 Penalty: 3180.814941
	Iteration 39Q: 3 clusters Score -1611017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1611022.750000 Penalty: 3180.814941
	Iteration 40F: 3 clusters Score -1611023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1611038.375000 Penalty: 3180.814941
	Iteration 41Q: 3 clusters Score -1611038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1611044.125000 Penalty: 3180.814941
	Iteration 42Q: 3 clusters Score -1611044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1611053.500000 Penalty: 3180.814941
	Iteration 43Q: 3 clusters Score -1611054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1611062.125000 Penalty: 3180.814941
	Iteration 44Q: 3 clusters Score -1611062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1611068.125000 Penalty: 3180.814941
	Iteration 45Q: 3 clusters Score -1611068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1611079.375000 Penalty: 3180.814941
	Iteration 46Q: 3 clusters Score -1611079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1611089.125000 Penalty: 3180.814941
	Iteration 47Q: 3 clusters Score -1611089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1611094.375000 Penalty: 3180.814941
	Iteration 48Q: 3 clusters Score -1611094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1611100.750000 Penalty: 3180.814941
	Iteration 49Q: 3 clusters Score -1611101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1611110.375000 Penalty: 3180.814941
	Iteration 50Q: 3 clusters Score -1611110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1611116.000000 Penalty: 3180.814941
	Iteration 51Q: 3 clusters Score -1611116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1611122.250000 Penalty: 3180.814941
	Iteration 52Q: 3 clusters Score -1611122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1611125.875000 Penalty: 3180.814941
	Iteration 53Q: 3 clusters Score -1611126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1611130.000000 Penalty: 3180.814941
	Iteration 54Q: 3 clusters Score -1611130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1611133.375000 Penalty: 3180.814941
	Iteration 55Q: 3 clusters Score -1611133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1611140.500000 Penalty: 3180.814941
	Iteration 56Q: 3 clusters Score -1611140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1611145.750000 Penalty: 3180.814941
	Iteration 57Q: 3 clusters Score -1611146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1611146.750000 Penalty: 3180.814941
	Iteration 58Q: 3 clusters Score -1611147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1611150.500000 Penalty: 3180.814941
	Iteration 59Q: 3 clusters Score -1611150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1611149.750000 Penalty: 3180.814941
	Iteration 60F: 3 clusters Score -1611150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1611150.250000 Penalty: 3180.814941
	Iteration 61Q: 3 clusters Score -1611150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1611151.125000 Penalty: 3180.814941
	Iteration 62Q: 3 clusters Score -1611151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1611152.750000 Penalty: 3180.814941
	Iteration 63Q: 3 clusters Score -1611153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1611154.250000 Penalty: 3180.814941
	Iteration 64Q: 3 clusters Score -1611154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1611152.625000 Penalty: 3180.814941
	Iteration 65Q: 3 clusters Score -1611153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1611155.125000 Penalty: 3180.814941
	Iteration 66Q: 3 clusters Score -1611155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1611156.875000 Penalty: 3180.814941
	Iteration 67Q: 3 clusters Score -1611157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1611161.250000 Penalty: 3180.814941
	Iteration 68Q: 3 clusters Score -1611161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1611162.250000 Penalty: 3180.814941
	Iteration 69Q: 3 clusters Score -1611162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1611162.250000 Penalty: 3180.814941
	Iteration 70F: 3 clusters Score -1611162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Entering Unmasked Estep 
Score: -533248.437500 Penalty: 1422.345825
	Iteration 0F: 2 clusters Score -533248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -528574.625000 Penalty: 2844.691650
	Iteration 0F: 3 clusters Score -528574.6 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -530673.625000 Penalty: 2844.691650
	Iteration 1F: 3 clusters Score -530673.6 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -531502.812500 Penalty: 2844.691650
	Iteration 2F: 3 clusters Score -531502.8 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -531948.062500 Penalty: 2844.691650
	Iteration 3F: 3 clusters Score -531948.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -532157.937500 Penalty: 2844.691650
	Iteration 4F: 3 clusters Score -532157.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -532303.875000 Penalty: 2844.691650
	Iteration 5Q: 3 clusters Score -532303.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -532414.125000 Penalty: 2844.691650
	Iteration 6Q: 3 clusters Score -532414.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -532526.687500 Penalty: 2844.691650
	Iteration 7Q: 3 clusters Score -532526.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -532636.625000 Penalty: 2844.691650
	Iteration 8Q: 3 clusters Score -532636.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -532717.937500 Penalty: 2844.691650
	Iteration 9Q: 3 clusters Score -532717.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -532791.375000 Penalty: 2844.691650
	Iteration 10Q: 3 clusters Score -532791.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -532844.562500 Penalty: 2844.691650
	Iteration 11Q: 3 clusters Score -532844.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -532901.187500 Penalty: 2844.691650
	Iteration 12Q: 3 clusters Score -532901.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -532956.062500 Penalty: 2844.691650
	Iteration 13Q: 3 clusters Score -532956.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -533010.562500 Penalty: 2844.691650
	Iteration 14Q: 3 clusters Score -533010.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -533058.875000 Penalty: 2844.691650
	Iteration 15Q: 3 clusters Score -533058.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -533104.500000 Penalty: 2844.691650
	Iteration 16Q: 3 clusters Score -533104.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -533127.312500 Penalty: 2844.691650
	Iteration 17Q: 3 clusters Score -533127.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -533138.187500 Penalty: 2844.691650
	Iteration 18Q: 3 clusters Score -533138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -533143.812500 Penalty: 2844.691650
	Iteration 19Q: 3 clusters Score -533143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -533376.625000 Penalty: 2844.691650
	Iteration 20F: 3 clusters Score -533376.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -534199.250000 Penalty: 2844.691650
	Iteration 21Q: 3 clusters Score -534199.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -534975.187500 Penalty: 2844.691650
	Iteration 22Q: 3 clusters Score -534975.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -535283.562500 Penalty: 2844.691650
	Iteration 23Q: 3 clusters Score -535283.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -535377.812500 Penalty: 2844.691650
	Iteration 24Q: 3 clusters Score -535377.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -535424.375000 Penalty: 2844.691650
	Iteration 25Q: 3 clusters Score -535424.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -535450.062500 Penalty: 2844.691650
	Iteration 26Q: 3 clusters Score -535450.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -535465.562500 Penalty: 2844.691650
	Iteration 27Q: 3 clusters Score -535465.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -535473.437500 Penalty: 2844.691650
	Iteration 28Q: 3 clusters Score -535473.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -535480.125000 Penalty: 2844.691650
	Iteration 29Q: 3 clusters Score -535480.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -535483.562500 Penalty: 2844.691650
	Iteration 30Q: 3 clusters Score -535483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -535487.062500 Penalty: 2844.691650
	Iteration 31Q: 3 clusters Score -535487.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -535488.812500 Penalty: 2844.691650
	Iteration 32Q: 3 clusters Score -535488.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -535491.000000 Penalty: 2844.691650
	Iteration 33Q: 3 clusters Score -535491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -535493.187500 Penalty: 2844.691650
	Iteration 34Q: 3 clusters Score -535493.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -535494.687500 Penalty: 2844.691650
	Iteration 35Q: 3 clusters Score -535494.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -535494.875000 Penalty: 2844.691650
	Iteration 36Q: 3 clusters Score -535494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -535496.062500 Penalty: 2844.691650
	Iteration 37Q: 3 clusters Score -535496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -535496.312500 Penalty: 2844.691650
	Iteration 38Q: 3 clusters Score -535496.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -535496.875000 Penalty: 2844.691650
	Iteration 39Q: 3 clusters Score -535496.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -535498.250000 Penalty: 2844.691650
	Iteration 40F: 3 clusters Score -535498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -535497.687500 Penalty: 2844.691650
	Iteration 41Q: 3 clusters Score -535497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -535498.750000 Penalty: 2844.691650
	Iteration 42Q: 3 clusters Score -535498.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -535499.125000 Penalty: 2844.691650
	Iteration 43Q: 3 clusters Score -535499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -535499.500000 Penalty: 2844.691650
	Iteration 44Q: 3 clusters Score -535499.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -535501.000000 Penalty: 2844.691650
	Iteration 45Q: 3 clusters Score -535501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -535501.062500 Penalty: 2844.691650
	Iteration 46Q: 3 clusters Score -535501.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -535500.125000 Penalty: 2844.691650
	Iteration 47Q: 3 clusters Score -535500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -535500.375000 Penalty: 2844.691650
	Iteration 48Q: 3 clusters Score -535500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -535500.375000 Penalty: 2844.691650
	Iteration 49Q: 3 clusters Score -535500.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -535501.875000 Penalty: 2844.691650
	Iteration 50Q: 3 clusters Score -535501.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -535502.312500 Penalty: 2844.691650
	Iteration 51Q: 3 clusters Score -535502.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -535504.000000 Penalty: 2844.691650
	Iteration 52Q: 3 clusters Score -535504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -535503.750000 Penalty: 2844.691650
	Iteration 53Q: 3 clusters Score -535503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535504.750000 Penalty: 2844.691650
	Iteration 54Q: 3 clusters Score -535504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -535504.750000 Penalty: 2844.691650
	Iteration 55F: 3 clusters Score -535504.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 7541 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 6268 members 
Entering Unmasked Estep 
Score: -24804856.000000 Penalty: 38743.960938
Splitting cluster 9 changes total score from -24802226.000000 to -24804856.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 10 (5056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Entering Unmasked Estep 
Score: -437142.937500 Penalty: 1385.853760
	Iteration 0F: 2 clusters Score -437142.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -433139.187500 Penalty: 2771.707520
	Iteration 0F: 3 clusters Score -433139.2 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -434356.937500 Penalty: 2771.707520
	Iteration 1F: 3 clusters Score -434356.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -434692.718750 Penalty: 2771.707520
	Iteration 2F: 3 clusters Score -434692.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -434976.937500 Penalty: 2771.707520
	Iteration 3F: 3 clusters Score -434976.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -435307.156250 Penalty: 2771.707520
	Iteration 4F: 3 clusters Score -435307.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -435677.843750 Penalty: 2771.707520
	Iteration 5F: 3 clusters Score -435677.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -436026.843750 Penalty: 2771.707520
	Iteration 6F: 3 clusters Score -436026.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -436285.968750 Penalty: 2771.707520
	Iteration 7F: 3 clusters Score -436286 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -436464.531250 Penalty: 2771.707520
	Iteration 8Q: 3 clusters Score -436464.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -436574.031250 Penalty: 2771.707520
	Iteration 9Q: 3 clusters Score -436574 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -436633.062500 Penalty: 2771.707520
	Iteration 10Q: 3 clusters Score -436633.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -436675.781250 Penalty: 2771.707520
	Iteration 11Q: 3 clusters Score -436675.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -436698.687500 Penalty: 2771.707520
	Iteration 12Q: 3 clusters Score -436698.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -436720.781250 Penalty: 2771.707520
	Iteration 13Q: 3 clusters Score -436720.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -436737.875000 Penalty: 2771.707520
	Iteration 14Q: 3 clusters Score -436737.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -436757.000000 Penalty: 2771.707520
	Iteration 15Q: 3 clusters Score -436757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -436773.625000 Penalty: 2771.707520
	Iteration 16Q: 3 clusters Score -436773.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -436785.375000 Penalty: 2771.707520
	Iteration 17Q: 3 clusters Score -436785.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -436791.437500 Penalty: 2771.707520
	Iteration 18Q: 3 clusters Score -436791.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -436801.375000 Penalty: 2771.707520
	Iteration 19Q: 3 clusters Score -436801.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -436812.062500 Penalty: 2771.707520
	Iteration 20F: 3 clusters Score -436812.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -436823.875000 Penalty: 2771.707520
	Iteration 21Q: 3 clusters Score -436823.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -436832.593750 Penalty: 2771.707520
	Iteration 22Q: 3 clusters Score -436832.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -436836.906250 Penalty: 2771.707520
	Iteration 23Q: 3 clusters Score -436836.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -436838.218750 Penalty: 2771.707520
	Iteration 24Q: 3 clusters Score -436838.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -436838.812500 Penalty: 2771.707520
	Iteration 25Q: 3 clusters Score -436838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -436839.343750 Penalty: 2771.707520
	Iteration 26Q: 3 clusters Score -436839.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -436839.937500 Penalty: 2771.707520
	Iteration 27Q: 3 clusters Score -436839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -436840.593750 Penalty: 2771.707520
	Iteration 28Q: 3 clusters Score -436840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -436840.843750 Penalty: 2771.707520
	Iteration 29Q: 3 clusters Score -436840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -436841.562500 Penalty: 2771.707520
	Iteration 30Q: 3 clusters Score -436841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -436841.562500 Penalty: 2771.707520
	Iteration 31F: 3 clusters Score -436841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Entering Unmasked Estep 
Score: -2926008.750000 Penalty: 1682.952637
	Iteration 0F: 2 clusters Score -2926009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2904715.500000 Penalty: 3365.905273
	Iteration 0F: 3 clusters Score -2904716 nChanged 14638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2912799.750000 Penalty: 3365.905273
	Iteration 1F: 3 clusters Score -2912800 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -2913300.750000 Penalty: 3365.905273
	Iteration 2Q: 3 clusters Score -2913301 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2913892.250000 Penalty: 3365.905273
	Iteration 3Q: 3 clusters Score -2913892 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2914708.250000 Penalty: 3365.905273
	Iteration 4Q: 3 clusters Score -2914708 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -2915709.500000 Penalty: 3365.905273
	Iteration 5F: 3 clusters Score -2915710 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2916982.750000 Penalty: 3365.905273
	Iteration 6F: 3 clusters Score -2916983 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2918546.250000 Penalty: 3365.905273
	Iteration 7F: 3 clusters Score -2918546 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2920271.500000 Penalty: 3365.905273
	Iteration 8F: 3 clusters Score -2920272 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -2921925.000000 Penalty: 3365.905273
	Iteration 9F: 3 clusters Score -2921925 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -2923249.000000 Penalty: 3365.905273
	Iteration 10Q: 3 clusters Score -2923249 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -2924028.250000 Penalty: 3365.905273
	Iteration 11Q: 3 clusters Score -2924028 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -2924397.500000 Penalty: 3365.905273
	Iteration 12Q: 3 clusters Score -2924398 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -2924574.750000 Penalty: 3365.905273
	Iteration 13Q: 3 clusters Score -2924575 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -2924665.000000 Penalty: 3365.905273
	Iteration 14Q: 3 clusters Score -2924665 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -2924735.500000 Penalty: 3365.905273
	Iteration 15Q: 3 clusters Score -2924736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -2924793.000000 Penalty: 3365.905273
	Iteration 16Q: 3 clusters Score -2924793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -2924849.750000 Penalty: 3365.905273
	Iteration 17Q: 3 clusters Score -2924850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -2924873.000000 Penalty: 3365.905273
	Iteration 18Q: 3 clusters Score -2924873 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -2924903.000000 Penalty: 3365.905273
	Iteration 19Q: 3 clusters Score -2924903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -2924922.250000 Penalty: 3365.905273
	Iteration 20F: 3 clusters Score -2924922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -2924936.250000 Penalty: 3365.905273
	Iteration 21Q: 3 clusters Score -2924936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -2924938.000000 Penalty: 3365.905273
	Iteration 22Q: 3 clusters Score -2924938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -2924939.250000 Penalty: 3365.905273
	Iteration 23Q: 3 clusters Score -2924939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -2924944.500000 Penalty: 3365.905273
	Iteration 24Q: 3 clusters Score -2924944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -2924946.250000 Penalty: 3365.905273
	Iteration 25Q: 3 clusters Score -2924946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -2924949.000000 Penalty: 3365.905273
	Iteration 26Q: 3 clusters Score -2924949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -2924948.750000 Penalty: 3365.905273
	Iteration 27Q: 3 clusters Score -2924949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -2924948.000000 Penalty: 3365.905273
	Iteration 28Q: 3 clusters Score -2924948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -2924949.000000 Penalty: 3365.905273
	Iteration 29Q: 3 clusters Score -2924949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -2924949.000000 Penalty: 3365.905273
	Iteration 30F: 3 clusters Score -2924949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Entering Unmasked Estep 
Score: -341464.531250 Penalty: 1342.958984
	Iteration 0F: 2 clusters Score -341464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -338202.843750 Penalty: 2685.917969
	Iteration 0F: 3 clusters Score -338202.8 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -339215.062500 Penalty: 2685.917969
	Iteration 1F: 3 clusters Score -339215.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -339458.531250 Penalty: 2685.917969
	Iteration 2F: 3 clusters Score -339458.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -339619.187500 Penalty: 2685.917969
	Iteration 3F: 3 clusters Score -339619.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -339739.312500 Penalty: 2685.917969
	Iteration 4Q: 3 clusters Score -339739.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -339837.531250 Penalty: 2685.917969
	Iteration 5Q: 3 clusters Score -339837.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -339922.750000 Penalty: 2685.917969
	Iteration 6Q: 3 clusters Score -339922.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -339973.093750 Penalty: 2685.917969
	Iteration 7Q: 3 clusters Score -339973.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -340018.843750 Penalty: 2685.917969
	Iteration 8Q: 3 clusters Score -340018.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -340050.312500 Penalty: 2685.917969
	Iteration 9Q: 3 clusters Score -340050.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -340073.812500 Penalty: 2685.917969
	Iteration 10Q: 3 clusters Score -340073.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -340092.218750 Penalty: 2685.917969
	Iteration 11Q: 3 clusters Score -340092.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -340108.562500 Penalty: 2685.917969
	Iteration 12Q: 3 clusters Score -340108.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -340136.125000 Penalty: 2685.917969
	Iteration 13Q: 3 clusters Score -340136.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -340164.937500 Penalty: 2685.917969
	Iteration 14Q: 3 clusters Score -340164.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -340191.781250 Penalty: 2685.917969
	Iteration 15Q: 3 clusters Score -340191.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -340217.500000 Penalty: 2685.917969
	Iteration 16Q: 3 clusters Score -340217.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -340237.437500 Penalty: 2685.917969
	Iteration 17Q: 3 clusters Score -340237.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -340252.375000 Penalty: 2685.917969
	Iteration 18Q: 3 clusters Score -340252.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -340269.375000 Penalty: 2685.917969
	Iteration 19Q: 3 clusters Score -340269.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -340287.625000 Penalty: 2685.917969
	Iteration 20F: 3 clusters Score -340287.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -340300.437500 Penalty: 2685.917969
	Iteration 21Q: 3 clusters Score -340300.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -340312.125000 Penalty: 2685.917969
	Iteration 22Q: 3 clusters Score -340312.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -340322.781250 Penalty: 2685.917969
	Iteration 23Q: 3 clusters Score -340322.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -340335.937500 Penalty: 2685.917969
	Iteration 24Q: 3 clusters Score -340335.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -340352.625000 Penalty: 2685.917969
	Iteration 25Q: 3 clusters Score -340352.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -340366.968750 Penalty: 2685.917969
	Iteration 26Q: 3 clusters Score -340367 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -340381.343750 Penalty: 2685.917969
	Iteration 27Q: 3 clusters Score -340381.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -340396.375000 Penalty: 2685.917969
	Iteration 28Q: 3 clusters Score -340396.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -340411.156250 Penalty: 2685.917969
	Iteration 29Q: 3 clusters Score -340411.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -340434.312500 Penalty: 2685.917969
	Iteration 30Q: 3 clusters Score -340434.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -340450.562500 Penalty: 2685.917969
	Iteration 31Q: 3 clusters Score -340450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -340465.531250 Penalty: 2685.917969
	Iteration 32Q: 3 clusters Score -340465.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -340485.781250 Penalty: 2685.917969
	Iteration 33Q: 3 clusters Score -340485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -340510.281250 Penalty: 2685.917969
	Iteration 34Q: 3 clusters Score -340510.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -340537.468750 Penalty: 2685.917969
	Iteration 35Q: 3 clusters Score -340537.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -340559.468750 Penalty: 2685.917969
	Iteration 36Q: 3 clusters Score -340559.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -340578.500000 Penalty: 2685.917969
	Iteration 37Q: 3 clusters Score -340578.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -340593.093750 Penalty: 2685.917969
	Iteration 38Q: 3 clusters Score -340593.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -340598.406250 Penalty: 2685.917969
	Iteration 39Q: 3 clusters Score -340598.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -340607.062500 Penalty: 2685.917969
	Iteration 40F: 3 clusters Score -340607.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -340616.187500 Penalty: 2685.917969
	Iteration 41Q: 3 clusters Score -340616.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -340620.375000 Penalty: 2685.917969
	Iteration 42Q: 3 clusters Score -340620.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -340625.875000 Penalty: 2685.917969
	Iteration 43Q: 3 clusters Score -340625.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -340628.687500 Penalty: 2685.917969
	Iteration 44Q: 3 clusters Score -340628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -340630.968750 Penalty: 2685.917969
	Iteration 45Q: 3 clusters Score -340631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -340633.093750 Penalty: 2685.917969
	Iteration 46Q: 3 clusters Score -340633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -340633.093750 Penalty: 2685.917969
	Iteration 47F: 3 clusters Score -340633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Entering Unmasked Estep 
Score: -1393719.125000 Penalty: 1570.744263
	Iteration 0F: 2 clusters Score -1393719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1382753.500000 Penalty: 3141.488525
	Iteration 0F: 3 clusters Score -1382754 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1386715.500000 Penalty: 3141.488525
	Iteration 1F: 3 clusters Score -1386716 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1387238.625000 Penalty: 3141.488525
	Iteration 2F: 3 clusters Score -1387239 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1387702.875000 Penalty: 3141.488525
	Iteration 3F: 3 clusters Score -1387703 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1388154.500000 Penalty: 3141.488525
	Iteration 4F: 3 clusters Score -1388154 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1388601.000000 Penalty: 3141.488525
	Iteration 5F: 3 clusters Score -1388601 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1389016.000000 Penalty: 3141.488525
	Iteration 6Q: 3 clusters Score -1389016 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -1389485.250000 Penalty: 3141.488525
	Iteration 7Q: 3 clusters Score -1389485 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1390118.250000 Penalty: 3141.488525
	Iteration 8F: 3 clusters Score -1390118 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1390846.000000 Penalty: 3141.488525
	Iteration 9F: 3 clusters Score -1390846 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1391554.750000 Penalty: 3141.488525
	Iteration 10Q: 3 clusters Score -1391555 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1392120.500000 Penalty: 3141.488525
	Iteration 11Q: 3 clusters Score -1392120 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1392423.000000 Penalty: 3141.488525
	Iteration 12Q: 3 clusters Score -1392423 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1392595.125000 Penalty: 3141.488525
	Iteration 13Q: 3 clusters Score -1392595 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1392710.750000 Penalty: 3141.488525
	Iteration 14Q: 3 clusters Score -1392711 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1392764.250000 Penalty: 3141.488525
	Iteration 15Q: 3 clusters Score -1392764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1392800.125000 Penalty: 3141.488525
	Iteration 16Q: 3 clusters Score -1392800 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1392822.000000 Penalty: 3141.488525
	Iteration 17Q: 3 clusters Score -1392822 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1392842.750000 Penalty: 3141.488525
	Iteration 18Q: 3 clusters Score -1392843 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1392863.250000 Penalty: 3141.488525
	Iteration 19Q: 3 clusters Score -1392863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1392885.000000 Penalty: 3141.488525
	Iteration 20F: 3 clusters Score -1392885 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1392894.625000 Penalty: 3141.488525
	Iteration 21Q: 3 clusters Score -1392895 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1392904.000000 Penalty: 3141.488525
	Iteration 22Q: 3 clusters Score -1392904 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1392906.250000 Penalty: 3141.488525
	Iteration 23Q: 3 clusters Score -1392906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1392913.125000 Penalty: 3141.488525
	Iteration 24Q: 3 clusters Score -1392913 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1392914.000000 Penalty: 3141.488525
	Iteration 25Q: 3 clusters Score -1392914 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1392917.000000 Penalty: 3141.488525
	Iteration 26Q: 3 clusters Score -1392917 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1392921.875000 Penalty: 3141.488525
	Iteration 27Q: 3 clusters Score -1392922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1392926.750000 Penalty: 3141.488525
	Iteration 28Q: 3 clusters Score -1392927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1392925.750000 Penalty: 3141.488525
	Iteration 29Q: 3 clusters Score -1392926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1392929.125000 Penalty: 3141.488525
	Iteration 30Q: 3 clusters Score -1392929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1392933.500000 Penalty: 3141.488525
	Iteration 31Q: 3 clusters Score -1392934 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1392934.000000 Penalty: 3141.488525
	Iteration 32Q: 3 clusters Score -1392934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1392936.500000 Penalty: 3141.488525
	Iteration 33Q: 3 clusters Score -1392936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1392939.500000 Penalty: 3141.488525
	Iteration 34Q: 3 clusters Score -1392940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1392944.250000 Penalty: 3141.488525
	Iteration 35Q: 3 clusters Score -1392944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1392946.000000 Penalty: 3141.488525
	Iteration 36Q: 3 clusters Score -1392946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1392950.375000 Penalty: 3141.488525
	Iteration 37Q: 3 clusters Score -1392950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1392957.125000 Penalty: 3141.488525
	Iteration 38Q: 3 clusters Score -1392957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1392960.250000 Penalty: 3141.488525
	Iteration 39Q: 3 clusters Score -1392960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1392961.125000 Penalty: 3141.488525
	Iteration 40F: 3 clusters Score -1392961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1392966.125000 Penalty: 3141.488525
	Iteration 41Q: 3 clusters Score -1392966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1392970.375000 Penalty: 3141.488525
	Iteration 42Q: 3 clusters Score -1392970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1392972.000000 Penalty: 3141.488525
	Iteration 43Q: 3 clusters Score -1392972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1392979.000000 Penalty: 3141.488525
	Iteration 44Q: 3 clusters Score -1392979 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1392983.000000 Penalty: 3141.488525
	Iteration 45Q: 3 clusters Score -1392983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1392987.875000 Penalty: 3141.488525
	Iteration 46Q: 3 clusters Score -1392988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1392990.750000 Penalty: 3141.488525
	Iteration 47Q: 3 clusters Score -1392991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1392991.125000 Penalty: 3141.488525
	Iteration 48Q: 3 clusters Score -1392991 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1392994.750000 Penalty: 3141.488525
	Iteration 49Q: 3 clusters Score -1392995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1393001.625000 Penalty: 3141.488525
	Iteration 50Q: 3 clusters Score -1393002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1393005.500000 Penalty: 3141.488525
	Iteration 51Q: 3 clusters Score -1393006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1393002.625000 Penalty: 3141.488525
	Iteration 52Q: 3 clusters Score -1393003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1393002.750000 Penalty: 3141.488525
	Iteration 53Q: 3 clusters Score -1393003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1393006.500000 Penalty: 3141.488525
	Iteration 54Q: 3 clusters Score -1393006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1393006.750000 Penalty: 3141.488525
	Iteration 55Q: 3 clusters Score -1393007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1393006.250000 Penalty: 3141.488525
	Iteration 56Q: 3 clusters Score -1393006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1393007.125000 Penalty: 3141.488525
	Iteration 57Q: 3 clusters Score -1393007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -1393007.500000 Penalty: 3141.488525
	Iteration 58Q: 3 clusters Score -1393008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1393008.875000 Penalty: 3141.488525
	Iteration 59Q: 3 clusters Score -1393009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1393006.125000 Penalty: 3141.488525
	Iteration 60F: 3 clusters Score -1393006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1393009.250000 Penalty: 3141.488525
	Iteration 61Q: 3 clusters Score -1393009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1393004.375000 Penalty: 3141.488525
	Iteration 62Q: 3 clusters Score -1393004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1393002.750000 Penalty: 3141.488525
	Iteration 63Q: 3 clusters Score -1393003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1393005.875000 Penalty: 3141.488525
	Iteration 64Q: 3 clusters Score -1393006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1393005.750000 Penalty: 3141.488525
	Iteration 65Q: 3 clusters Score -1393006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1393009.375000 Penalty: 3141.488525
	Iteration 66Q: 3 clusters Score -1393009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1393009.000000 Penalty: 3141.488525
	Iteration 67Q: 3 clusters Score -1393009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1393009.250000 Penalty: 3141.488525
	Iteration 68Q: 3 clusters Score -1393009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1393012.250000 Penalty: 3141.488525
	Iteration 69Q: 3 clusters Score -1393012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1393012.875000 Penalty: 3141.488525
	Iteration 70Q: 3 clusters Score -1393013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1393011.375000 Penalty: 3141.488525
	Iteration 71Q: 3 clusters Score -1393011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1393013.250000 Penalty: 3141.488525
	Iteration 72Q: 3 clusters Score -1393013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1393014.500000 Penalty: 3141.488525
	Iteration 73Q: 3 clusters Score -1393014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1393014.250000 Penalty: 3141.488525
	Iteration 74Q: 3 clusters Score -1393014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1393014.875000 Penalty: 3141.488525
	Iteration 75Q: 3 clusters Score -1393015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1393017.125000 Penalty: 3141.488525
	Iteration 76Q: 3 clusters Score -1393017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1393018.125000 Penalty: 3141.488525
	Iteration 77Q: 3 clusters Score -1393018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1393018.875000 Penalty: 3141.488525
	Iteration 78Q: 3 clusters Score -1393019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1393018.625000 Penalty: 3141.488525
	Iteration 79Q: 3 clusters Score -1393019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1393016.625000 Penalty: 3141.488525
	Iteration 80F: 3 clusters Score -1393017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1393017.375000 Penalty: 3141.488525
	Iteration 81Q: 3 clusters Score -1393017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1393018.250000 Penalty: 3141.488525
	Iteration 82Q: 3 clusters Score -1393018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1393018.250000 Penalty: 3141.488525
	Iteration 83F: 3 clusters Score -1393018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (34432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Entering Unmasked Estep 
Score: -3095166.750000 Penalty: 1697.595581
	Iteration 0F: 2 clusters Score -3095167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -3071807.750000 Penalty: 3395.191162
	Iteration 0F: 3 clusters Score -3071808 nChanged 16115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -3080978.500000 Penalty: 3395.191162
	Iteration 1F: 3 clusters Score -3080978 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -3081498.750000 Penalty: 3395.191162
	Iteration 2Q: 3 clusters Score -3081499 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -3082159.750000 Penalty: 3395.191162
	Iteration 3Q: 3 clusters Score -3082160 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -3083110.000000 Penalty: 3395.191162
	Iteration 4F: 3 clusters Score -3083110 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3084452.250000 Penalty: 3395.191162
	Iteration 5F: 3 clusters Score -3084452 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3086312.750000 Penalty: 3395.191162
	Iteration 6F: 3 clusters Score -3086313 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3088571.250000 Penalty: 3395.191162
	Iteration 7F: 3 clusters Score -3088571 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -3090630.750000 Penalty: 3395.191162
	Iteration 8F: 3 clusters Score -3090631 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -3092095.750000 Penalty: 3395.191162
	Iteration 9Q: 3 clusters Score -3092096 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3092909.250000 Penalty: 3395.191162
	Iteration 10Q: 3 clusters Score -3092909 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3093286.000000 Penalty: 3395.191162
	Iteration 11Q: 3 clusters Score -3093286 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -3093464.500000 Penalty: 3395.191162
	Iteration 12Q: 3 clusters Score -3093464 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 34177 members 
Entering Unmasked Estep 
Score: -3093557.750000 Penalty: 3395.191162
	Iteration 13Q: 3 clusters Score -3093558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -3093603.750000 Penalty: 3395.191162
	Iteration 14Q: 3 clusters Score -3093604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3093634.000000 Penalty: 3395.191162
	Iteration 15Q: 3 clusters Score -3093634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 34226 members 
Entering Unmasked Estep 
Score: -3093649.750000 Penalty: 3395.191162
	Iteration 16Q: 3 clusters Score -3093650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -3093660.250000 Penalty: 3395.191162
	Iteration 17Q: 3 clusters Score -3093660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3093666.000000 Penalty: 3395.191162
	Iteration 18Q: 3 clusters Score -3093666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -3093668.000000 Penalty: 3395.191162
	Iteration 19Q: 3 clusters Score -3093668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -3093670.000000 Penalty: 3395.191162
	Iteration 20F: 3 clusters Score -3093670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Entering Unmasked Estep 
Score: -439468.343750 Penalty: 1380.926758
	Iteration 0F: 2 clusters Score -439468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -435472.437500 Penalty: 2761.853516
	Iteration 0F: 3 clusters Score -435472.4 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -436603.156250 Penalty: 2761.853516
	Iteration 1F: 3 clusters Score -436603.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -436848.875000 Penalty: 2761.853516
	Iteration 2F: 3 clusters Score -436848.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -437044.593750 Penalty: 2761.853516
	Iteration 3F: 3 clusters Score -437044.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -437230.031250 Penalty: 2761.853516
	Iteration 4F: 3 clusters Score -437230 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -437423.093750 Penalty: 2761.853516
	Iteration 5F: 3 clusters Score -437423.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -437586.656250 Penalty: 2761.853516
	Iteration 6F: 3 clusters Score -437586.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -437711.343750 Penalty: 2761.853516
	Iteration 7Q: 3 clusters Score -437711.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -437819.718750 Penalty: 2761.853516
	Iteration 8Q: 3 clusters Score -437819.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -437925.781250 Penalty: 2761.853516
	Iteration 9Q: 3 clusters Score -437925.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -438028.656250 Penalty: 2761.853516
	Iteration 10Q: 3 clusters Score -438028.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -438135.687500 Penalty: 2761.853516
	Iteration 11Q: 3 clusters Score -438135.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -438232.687500 Penalty: 2761.853516
	Iteration 12Q: 3 clusters Score -438232.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -438314.500000 Penalty: 2761.853516
	Iteration 13Q: 3 clusters Score -438314.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -438373.156250 Penalty: 2761.853516
	Iteration 14Q: 3 clusters Score -438373.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -438429.875000 Penalty: 2761.853516
	Iteration 15Q: 3 clusters Score -438429.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -438493.031250 Penalty: 2761.853516
	Iteration 16Q: 3 clusters Score -438493 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -438561.281250 Penalty: 2761.853516
	Iteration 17Q: 3 clusters Score -438561.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -438622.656250 Penalty: 2761.853516
	Iteration 18Q: 3 clusters Score -438622.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -438680.250000 Penalty: 2761.853516
	Iteration 19Q: 3 clusters Score -438680.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -438736.156250 Penalty: 2761.853516
	Iteration 20F: 3 clusters Score -438736.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -438785.875000 Penalty: 2761.853516
	Iteration 21Q: 3 clusters Score -438785.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -438816.875000 Penalty: 2761.853516
	Iteration 22Q: 3 clusters Score -438816.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -438836.156250 Penalty: 2761.853516
	Iteration 23Q: 3 clusters Score -438836.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -438849.437500 Penalty: 2761.853516
	Iteration 24Q: 3 clusters Score -438849.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -438862.875000 Penalty: 2761.853516
	Iteration 25Q: 3 clusters Score -438862.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -438869.281250 Penalty: 2761.853516
	Iteration 26Q: 3 clusters Score -438869.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -438872.218750 Penalty: 2761.853516
	Iteration 27Q: 3 clusters Score -438872.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -438875.593750 Penalty: 2761.853516
	Iteration 28Q: 3 clusters Score -438875.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -438875.281250 Penalty: 2761.853516
	Iteration 29Q: 3 clusters Score -438875.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -438875.281250 Penalty: 2761.853516
	Iteration 30F: 3 clusters Score -438875.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Entering Unmasked Estep 
Score: -6240205.500000 Penalty: 1806.341797
	Iteration 0F: 2 clusters Score -6240206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -6195573.500000 Penalty: 3612.683594
	Iteration 0F: 3 clusters Score -6195574 nChanged 31823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -6214039.500000 Penalty: 3612.683594
	Iteration 1F: 3 clusters Score -6214040 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -6214914.000000 Penalty: 3612.683594
	Iteration 2Q: 3 clusters Score -6214914 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -6216223.000000 Penalty: 3612.683594
	Iteration 3Q: 3 clusters Score -6216223 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -6218392.000000 Penalty: 3612.683594
	Iteration 4F: 3 clusters Score -6218392 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -6221722.000000 Penalty: 3612.683594
	Iteration 5F: 3 clusters Score -6221722 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -6225862.000000 Penalty: 3612.683594
	Iteration 6F: 3 clusters Score -6225862 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -6230302.000000 Penalty: 3612.683594
	Iteration 7F: 3 clusters Score -6230302 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60788 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -6233834.500000 Penalty: 3612.683594
	Iteration 8F: 3 clusters Score -6233834 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6235979.000000 Penalty: 3612.683594
	Iteration 9Q: 3 clusters Score -6235979 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64555 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6237079.000000 Penalty: 3612.683594
	Iteration 10Q: 3 clusters Score -6237079 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65339 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -6237702.000000 Penalty: 3612.683594
	Iteration 11Q: 3 clusters Score -6237702 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65817 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -6238067.500000 Penalty: 3612.683594
	Iteration 12Q: 3 clusters Score -6238068 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6238253.500000 Penalty: 3612.683594
	Iteration 13Q: 3 clusters Score -6238254 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66259 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6238378.500000 Penalty: 3612.683594
	Iteration 14Q: 3 clusters Score -6238378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66365 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6238454.000000 Penalty: 3612.683594
	Iteration 15Q: 3 clusters Score -6238454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66428 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6238502.500000 Penalty: 3612.683594
	Iteration 16Q: 3 clusters Score -6238502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6238548.000000 Penalty: 3612.683594
	Iteration 17Q: 3 clusters Score -6238548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6238588.000000 Penalty: 3612.683594
	Iteration 18Q: 3 clusters Score -6238588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66544 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6238607.500000 Penalty: 3612.683594
	Iteration 19Q: 3 clusters Score -6238608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66574 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6238636.000000 Penalty: 3612.683594
	Iteration 20F: 3 clusters Score -6238636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6238655.000000 Penalty: 3612.683594
	Iteration 21Q: 3 clusters Score -6238655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66630 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6238681.500000 Penalty: 3612.683594
	Iteration 22Q: 3 clusters Score -6238682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66646 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6238691.500000 Penalty: 3612.683594
	Iteration 23Q: 3 clusters Score -6238692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66654 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -6238699.500000 Penalty: 3612.683594
	Iteration 24Q: 3 clusters Score -6238700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6238707.000000 Penalty: 3612.683594
	Iteration 25Q: 3 clusters Score -6238707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6238718.000000 Penalty: 3612.683594
	Iteration 26Q: 3 clusters Score -6238718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66659 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6238722.000000 Penalty: 3612.683594
	Iteration 27Q: 3 clusters Score -6238722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6238721.000000 Penalty: 3612.683594
	Iteration 28Q: 3 clusters Score -6238721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6238723.500000 Penalty: 3612.683594
	Iteration 29Q: 3 clusters Score -6238724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6238726.000000 Penalty: 3612.683594
	Iteration 30Q: 3 clusters Score -6238726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6238724.000000 Penalty: 3612.683594
	Iteration 31Q: 3 clusters Score -6238724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66666 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6238724.000000 Penalty: 3612.683594
	Iteration 32F: 3 clusters Score -6238724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -661954.875000 Penalty: 1450.817871
	Iteration 0F: 2 clusters Score -661954.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -656388.875000 Penalty: 2901.635742
	Iteration 0F: 3 clusters Score -656388.9 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -658399.937500 Penalty: 2901.635742
	Iteration 1F: 3 clusters Score -658399.9 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -659195.875000 Penalty: 2901.635742
	Iteration 2F: 3 clusters Score -659195.9 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -660279.125000 Penalty: 2901.635742
	Iteration 3F: 3 clusters Score -660279.1 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -661273.687500 Penalty: 2901.635742
	Iteration 4F: 3 clusters Score -661273.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -661845.187500 Penalty: 2901.635742
	Iteration 5F: 3 clusters Score -661845.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -662099.750000 Penalty: 2901.635742
	Iteration 6Q: 3 clusters Score -662099.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -662200.875000 Penalty: 2901.635742
	Iteration 7Q: 3 clusters Score -662200.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -662257.812500 Penalty: 2901.635742
	Iteration 8Q: 3 clusters Score -662257.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -662293.062500 Penalty: 2901.635742
	Iteration 9Q: 3 clusters Score -662293.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -662328.375000 Penalty: 2901.635742
	Iteration 10Q: 3 clusters Score -662328.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -662346.375000 Penalty: 2901.635742
	Iteration 11Q: 3 clusters Score -662346.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -662355.125000 Penalty: 2901.635742
	Iteration 12Q: 3 clusters Score -662355.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -662361.687500 Penalty: 2901.635742
	Iteration 13Q: 3 clusters Score -662361.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -662367.250000 Penalty: 2901.635742
	Iteration 14Q: 3 clusters Score -662367.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -662370.062500 Penalty: 2901.635742
	Iteration 15Q: 3 clusters Score -662370.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -662372.375000 Penalty: 2901.635742
	Iteration 16Q: 3 clusters Score -662372.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -662374.437500 Penalty: 2901.635742
	Iteration 17Q: 3 clusters Score -662374.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -662379.312500 Penalty: 2901.635742
	Iteration 18Q: 3 clusters Score -662379.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -662387.062500 Penalty: 2901.635742
	Iteration 19Q: 3 clusters Score -662387.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -662390.250000 Penalty: 2901.635742
	Iteration 20F: 3 clusters Score -662390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -662392.812500 Penalty: 2901.635742
	Iteration 21Q: 3 clusters Score -662392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -662394.375000 Penalty: 2901.635742
	Iteration 22Q: 3 clusters Score -662394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -662395.500000 Penalty: 2901.635742
	Iteration 23Q: 3 clusters Score -662395.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -662397.125000 Penalty: 2901.635742
	Iteration 24Q: 3 clusters Score -662397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -662398.250000 Penalty: 2901.635742
	Iteration 25Q: 3 clusters Score -662398.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -662400.562500 Penalty: 2901.635742
	Iteration 26Q: 3 clusters Score -662400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -662401.812500 Penalty: 2901.635742
	Iteration 27Q: 3 clusters Score -662401.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -662402.750000 Penalty: 2901.635742
	Iteration 28Q: 3 clusters Score -662402.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -662401.562500 Penalty: 2901.635742
	Iteration 29Q: 3 clusters Score -662401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -662401.562500 Penalty: 2901.635742
	Iteration 30F: 3 clusters Score -662401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6268 members 
Entering Unmasked Estep 
Score: -24804710.000000 Penalty: 40783.113281
Splitting cluster 17 changes total score from -24802226.000000 to -24804710.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -645688.250000 Penalty: 1443.771606
	Iteration 0F: 2 clusters Score -645688.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -640395.812500 Penalty: 2887.543213
	Iteration 0F: 3 clusters Score -640395.8 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -642462.812500 Penalty: 2887.543213
	Iteration 1F: 3 clusters Score -642462.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -643132.687500 Penalty: 2887.543213
	Iteration 2F: 3 clusters Score -643132.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -643733.187500 Penalty: 2887.543213
	Iteration 3F: 3 clusters Score -643733.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -644213.250000 Penalty: 2887.543213
	Iteration 4F: 3 clusters Score -644213.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -644542.187500 Penalty: 2887.543213
	Iteration 5F: 3 clusters Score -644542.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -644785.687500 Penalty: 2887.543213
	Iteration 6Q: 3 clusters Score -644785.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -644965.625000 Penalty: 2887.543213
	Iteration 7Q: 3 clusters Score -644965.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -645073.437500 Penalty: 2887.543213
	Iteration 8Q: 3 clusters Score -645073.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -645163.937500 Penalty: 2887.543213
	Iteration 9Q: 3 clusters Score -645163.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -645215.500000 Penalty: 2887.543213
	Iteration 10Q: 3 clusters Score -645215.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -645252.937500 Penalty: 2887.543213
	Iteration 11Q: 3 clusters Score -645252.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -645303.250000 Penalty: 2887.543213
	Iteration 12Q: 3 clusters Score -645303.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -645356.812500 Penalty: 2887.543213
	Iteration 13Q: 3 clusters Score -645356.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -645394.937500 Penalty: 2887.543213
	Iteration 14Q: 3 clusters Score -645394.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -645411.812500 Penalty: 2887.543213
	Iteration 15Q: 3 clusters Score -645411.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -645425.625000 Penalty: 2887.543213
	Iteration 16Q: 3 clusters Score -645425.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -645437.750000 Penalty: 2887.543213
	Iteration 17Q: 3 clusters Score -645437.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -645450.562500 Penalty: 2887.543213
	Iteration 18Q: 3 clusters Score -645450.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -645457.750000 Penalty: 2887.543213
	Iteration 19Q: 3 clusters Score -645457.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -645460.875000 Penalty: 2887.543213
	Iteration 20F: 3 clusters Score -645460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -645463.625000 Penalty: 2887.543213
	Iteration 21Q: 3 clusters Score -645463.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -645463.500000 Penalty: 2887.543213
	Iteration 22Q: 3 clusters Score -645463.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -645463.500000 Penalty: 2887.543213
	Iteration 23F: 3 clusters Score -645463.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -571551.437500 Penalty: 1420.772095
	Iteration 0F: 2 clusters Score -571551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -566734.750000 Penalty: 2841.544189
	Iteration 0F: 3 clusters Score -566734.8 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -568283.375000 Penalty: 2841.544189
	Iteration 1F: 3 clusters Score -568283.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -568558.437500 Penalty: 2841.544189
	Iteration 2F: 3 clusters Score -568558.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -568822.312500 Penalty: 2841.544189
	Iteration 3F: 3 clusters Score -568822.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -569109.812500 Penalty: 2841.544189
	Iteration 4F: 3 clusters Score -569109.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -569476.125000 Penalty: 2841.544189
	Iteration 5F: 3 clusters Score -569476.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -569890.312500 Penalty: 2841.544189
	Iteration 6F: 3 clusters Score -569890.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -570305.062500 Penalty: 2841.544189
	Iteration 7F: 3 clusters Score -570305.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -570629.250000 Penalty: 2841.544189
	Iteration 8F: 3 clusters Score -570629.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -570899.562500 Penalty: 2841.544189
	Iteration 9Q: 3 clusters Score -570899.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -571160.625000 Penalty: 2841.544189
	Iteration 10Q: 3 clusters Score -571160.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -571429.375000 Penalty: 2841.544189
	Iteration 11Q: 3 clusters Score -571429.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -571615.562500 Penalty: 2841.544189
	Iteration 12Q: 3 clusters Score -571615.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -571709.312500 Penalty: 2841.544189
	Iteration 13Q: 3 clusters Score -571709.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -571727.812500 Penalty: 2841.544189
	Iteration 14Q: 3 clusters Score -571727.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -571732.750000 Penalty: 2841.544189
	Iteration 15Q: 3 clusters Score -571732.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -571735.500000 Penalty: 2841.544189
	Iteration 16Q: 3 clusters Score -571735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -571738.625000 Penalty: 2841.544189
	Iteration 17Q: 3 clusters Score -571738.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -571739.187500 Penalty: 2841.544189
	Iteration 18Q: 3 clusters Score -571739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -571738.937500 Penalty: 2841.544189
	Iteration 19Q: 3 clusters Score -571738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -571739.500000 Penalty: 2841.544189
	Iteration 20F: 3 clusters Score -571739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 997 members 
Mstep: Class 21 contains 5271 members 
Entering Unmasked Estep 
Score: -24804262.000000 Penalty: 42822.269531
Splitting cluster 20 changes total score from -24802226.000000 to -24804262.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 29432 members 
Mstep: Class 3 contains 3969 members 
Mstep: Class 4 contains 5594 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 13039 members 
Mstep: Class 8 contains 17803 members 
Mstep: Class 9 contains 5195 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 31465 members 
Mstep: Class 12 contains 3883 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 34432 members 
Mstep: Class 15 contains 4905 members 
Mstep: Class 16 contains 67235 members 
Mstep: Class 17 contains 4677 members 
Mstep: Class 18 contains 7221 members 
Mstep: Class 20 contains 997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806422.000000 Penalty: 42822.269531
Iteration 39Q: 22 clusters Score -2.480642e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 29561 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 1114 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 17729 members 
Mstep: Class 9 contains 5409 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 31499 members 
Mstep: Class 12 contains 3881 members 
Mstep: Class 13 contains 15725 members 
Mstep: Class 14 contains 34362 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 67242 members 
Mstep: Class 17 contains 4880 members 
Mstep: Class 18 contains 7233 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 20 contains 1149 members 
Mstep: Class 21 contains 5072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808494.000000 Penalty: 42822.269531
Iteration 40F: 22 clusters Score -2.480849e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 29494 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 5365 members 
Mstep: Class 5 contains 1164 members 
Mstep: Class 6 contains 4787 members 
Mstep: Class 7 contains 12587 members 
Mstep: Class 8 contains 17647 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 3863 members 
Mstep: Class 13 contains 15679 members 
Mstep: Class 14 contains 34360 members 
Mstep: Class 15 contains 4947 members 
Mstep: Class 16 contains 67088 members 
Mstep: Class 17 contains 5023 members 
Mstep: Class 18 contains 7223 members 
Mstep: Class 19 contains 3037 members 
Mstep: Class 20 contains 1282 members 
Mstep: Class 21 contains 5152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809380.000000 Penalty: 42822.269531
Iteration 41Q: 22 clusters Score -2.480938e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 29411 members 
Mstep: Class 3 contains 3884 members 
Mstep: Class 4 contains 5279 members 
Mstep: Class 5 contains 1188 members 
Mstep: Class 6 contains 4784 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 17586 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 4990 members 
Mstep: Class 11 contains 31370 members 
Mstep: Class 12 contains 3852 members 
Mstep: Class 13 contains 15646 members 
Mstep: Class 14 contains 34356 members 
Mstep: Class 15 contains 4949 members 
Mstep: Class 16 contains 67032 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 7220 members 
Mstep: Class 19 contains 3197 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809836.000000 Penalty: 42822.269531
Iteration 42Q: 22 clusters Score -2.480984e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 29324 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 1211 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 12307 members 
Mstep: Class 8 contains 17520 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 4965 members 
Mstep: Class 11 contains 31357 members 
Mstep: Class 12 contains 3827 members 
Mstep: Class 13 contains 15572 members 
Mstep: Class 14 contains 34359 members 
Mstep: Class 15 contains 4988 members 
Mstep: Class 16 contains 67009 members 
Mstep: Class 17 contains 5250 members 
Mstep: Class 18 contains 7215 members 
Mstep: Class 19 contains 3315 members 
Mstep: Class 20 contains 1474 members 
Mstep: Class 21 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810224.000000 Penalty: 42822.269531
Iteration 43Q: 22 clusters Score -2.481022e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 29273 members 
Mstep: Class 3 contains 3837 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 1222 members 
Mstep: Class 6 contains 4809 members 
Mstep: Class 7 contains 12174 members 
Mstep: Class 8 contains 17445 members 
Mstep: Class 9 contains 5530 members 
Mstep: Class 10 contains 4936 members 
Mstep: Class 11 contains 31358 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 15518 members 
Mstep: Class 14 contains 34380 members 
Mstep: Class 15 contains 5037 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 7200 members 
Mstep: Class 19 contains 3421 members 
Mstep: Class 20 contains 1554 members 
Mstep: Class 21 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810582.000000 Penalty: 42822.269531
Iteration 44Q: 22 clusters Score -2.481058e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 29268 members 
Mstep: Class 3 contains 3842 members 
Mstep: Class 4 contains 5097 members 
Mstep: Class 5 contains 1240 members 
Mstep: Class 6 contains 4802 members 
Mstep: Class 7 contains 12062 members 
Mstep: Class 8 contains 17379 members 
Mstep: Class 9 contains 5523 members 
Mstep: Class 10 contains 4886 members 
Mstep: Class 11 contains 31358 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 15462 members 
Mstep: Class 14 contains 34425 members 
Mstep: Class 15 contains 5069 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 5448 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 1622 members 
Mstep: Class 21 contains 5179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810916.000000 Penalty: 42822.269531
Iteration 45Q: 22 clusters Score -2.481092e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 29238 members 
Mstep: Class 3 contains 3878 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 1261 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 11978 members 
Mstep: Class 8 contains 17323 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 10 contains 4826 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 3728 members 
Mstep: Class 13 contains 15425 members 
Mstep: Class 14 contains 34448 members 
Mstep: Class 15 contains 5081 members 
Mstep: Class 16 contains 66989 members 
Mstep: Class 17 contains 5517 members 
Mstep: Class 18 contains 7186 members 
Mstep: Class 19 contains 3534 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811166.000000 Penalty: 42822.269531
Iteration 46Q: 22 clusters Score -2.481117e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 29251 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 1275 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 11912 members 
Mstep: Class 8 contains 17274 members 
Mstep: Class 9 contains 5511 members 
Mstep: Class 10 contains 4770 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 3696 members 
Mstep: Class 13 contains 15383 members 
Mstep: Class 14 contains 34476 members 
Mstep: Class 15 contains 5097 members 
Mstep: Class 16 contains 66984 members 
Mstep: Class 17 contains 5561 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 1739 members 
Mstep: Class 21 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811388.000000 Penalty: 42822.269531
Iteration 47Q: 22 clusters Score -2.481139e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 29252 members 
Mstep: Class 3 contains 3966 members 
Mstep: Class 4 contains 4994 members 
Mstep: Class 5 contains 1286 members 
Mstep: Class 6 contains 4841 members 
Mstep: Class 7 contains 11859 members 
Mstep: Class 8 contains 17226 members 
Mstep: Class 9 contains 5508 members 
Mstep: Class 10 contains 4732 members 
Mstep: Class 11 contains 31353 members 
Mstep: Class 12 contains 3674 members 
Mstep: Class 13 contains 15342 members 
Mstep: Class 14 contains 34465 members 
Mstep: Class 15 contains 5097 members 
Mstep: Class 16 contains 66988 members 
Mstep: Class 17 contains 5600 members 
Mstep: Class 18 contains 7162 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 1796 members 
Mstep: Class 21 contains 5171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811496.000000 Penalty: 42822.269531
Iteration 48Q: 22 clusters Score -2.48115e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 29251 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 4978 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 4840 members 
Mstep: Class 7 contains 11818 members 
Mstep: Class 8 contains 17187 members 
Mstep: Class 9 contains 5501 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 3666 members 
Mstep: Class 13 contains 15317 members 
Mstep: Class 14 contains 34455 members 
Mstep: Class 15 contains 5096 members 
Mstep: Class 16 contains 67001 members 
Mstep: Class 17 contains 5617 members 
Mstep: Class 18 contains 7151 members 
Mstep: Class 19 contains 3602 members 
Mstep: Class 20 contains 1842 members 
Mstep: Class 21 contains 5168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811644.000000 Penalty: 42822.269531
Iteration 49Q: 22 clusters Score -2.481164e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 29235 members 
Mstep: Class 3 contains 4018 members 
Mstep: Class 4 contains 4957 members 
Mstep: Class 5 contains 1303 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 11785 members 
Mstep: Class 8 contains 17149 members 
Mstep: Class 9 contains 5496 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 31345 members 
Mstep: Class 12 contains 3662 members 
Mstep: Class 13 contains 15285 members 
Mstep: Class 14 contains 34427 members 
Mstep: Class 15 contains 5104 members 
Mstep: Class 16 contains 67031 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 1875 members 
Mstep: Class 21 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811810.000000 Penalty: 42822.269531
Iteration 50Q: 22 clusters Score -2.481181e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 29240 members 
Mstep: Class 3 contains 4042 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 4863 members 
Mstep: Class 7 contains 11747 members 
Mstep: Class 8 contains 17104 members 
Mstep: Class 9 contains 5494 members 
Mstep: Class 10 contains 4671 members 
Mstep: Class 11 contains 31334 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 15256 members 
Mstep: Class 14 contains 34417 members 
Mstep: Class 15 contains 5113 members 
Mstep: Class 16 contains 67044 members 
Mstep: Class 17 contains 5669 members 
Mstep: Class 18 contains 7136 members 
Mstep: Class 19 contains 3632 members 
Mstep: Class 20 contains 1911 members 
Mstep: Class 21 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811922.000000 Penalty: 42822.269531
Iteration 51Q: 22 clusters Score -2.481192e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 29225 members 
Mstep: Class 3 contains 4068 members 
Mstep: Class 4 contains 4930 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 4866 members 
Mstep: Class 7 contains 11713 members 
Mstep: Class 8 contains 17076 members 
Mstep: Class 9 contains 5492 members 
Mstep: Class 10 contains 4662 members 
Mstep: Class 11 contains 31323 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 15229 members 
Mstep: Class 14 contains 34401 members 
Mstep: Class 15 contains 5120 members 
Mstep: Class 16 contains 67069 members 
Mstep: Class 17 contains 5688 members 
Mstep: Class 18 contains 7131 members 
Mstep: Class 19 contains 3648 members 
Mstep: Class 20 contains 1943 members 
Mstep: Class 21 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811966.000000 Penalty: 42822.269531
Iteration 52Q: 22 clusters Score -2.481197e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 29220 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 11687 members 
Mstep: Class 8 contains 17059 members 
Mstep: Class 9 contains 5488 members 
Mstep: Class 10 contains 4661 members 
Mstep: Class 11 contains 31299 members 
Mstep: Class 12 contains 3628 members 
Mstep: Class 13 contains 15203 members 
Mstep: Class 14 contains 34382 members 
Mstep: Class 15 contains 5130 members 
Mstep: Class 16 contains 67086 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 3668 members 
Mstep: Class 20 contains 1976 members 
Mstep: Class 21 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812140.000000 Penalty: 42822.269531
Iteration 53Q: 22 clusters Score -2.481214e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 29201 members 
Mstep: Class 3 contains 4098 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 4888 members 
Mstep: Class 7 contains 11664 members 
Mstep: Class 8 contains 17051 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 4654 members 
Mstep: Class 11 contains 31277 members 
Mstep: Class 12 contains 3615 members 
Mstep: Class 13 contains 15178 members 
Mstep: Class 14 contains 34345 members 
Mstep: Class 15 contains 5136 members 
Mstep: Class 16 contains 67111 members 
Mstep: Class 17 contains 5713 members 
Mstep: Class 18 contains 7126 members 
Mstep: Class 19 contains 3691 members 
Mstep: Class 20 contains 2000 members 
Mstep: Class 21 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812168.000000 Penalty: 42822.269531
Iteration 54Q: 22 clusters Score -2.481217e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 29201 members 
Mstep: Class 3 contains 4094 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 4898 members 
Mstep: Class 7 contains 11644 members 
Mstep: Class 8 contains 17041 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 4648 members 
Mstep: Class 11 contains 31256 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 15154 members 
Mstep: Class 14 contains 34308 members 
Mstep: Class 15 contains 5138 members 
Mstep: Class 16 contains 67140 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 3705 members 
Mstep: Class 20 contains 2029 members 
Mstep: Class 21 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812212.000000 Penalty: 42822.269531
Iteration 55Q: 22 clusters Score -2.481221e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 29168 members 
Mstep: Class 3 contains 4112 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1319 members 
Mstep: Class 6 contains 4917 members 
Mstep: Class 7 contains 11620 members 
Mstep: Class 8 contains 17038 members 
Mstep: Class 9 contains 5480 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 31225 members 
Mstep: Class 12 contains 3575 members 
Mstep: Class 13 contains 15133 members 
Mstep: Class 14 contains 34291 members 
Mstep: Class 15 contains 5148 members 
Mstep: Class 16 contains 67166 members 
Mstep: Class 17 contains 5743 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 3707 members 
Mstep: Class 20 contains 2055 members 
Mstep: Class 21 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812294.000000 Penalty: 42822.269531
Iteration 56Q: 22 clusters Score -2.481229e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 4128 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 4933 members 
Mstep: Class 7 contains 11600 members 
Mstep: Class 8 contains 17026 members 
Mstep: Class 9 contains 5476 members 
Mstep: Class 10 contains 4622 members 
Mstep: Class 11 contains 31202 members 
Mstep: Class 12 contains 3555 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 34275 members 
Mstep: Class 15 contains 5153 members 
Mstep: Class 16 contains 67181 members 
Mstep: Class 17 contains 5755 members 
Mstep: Class 18 contains 7118 members 
Mstep: Class 19 contains 3714 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812396.000000 Penalty: 42822.269531
Iteration 57Q: 22 clusters Score -2.48124e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 29124 members 
Mstep: Class 3 contains 4161 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 4961 members 
Mstep: Class 7 contains 11585 members 
Mstep: Class 8 contains 17015 members 
Mstep: Class 9 contains 5474 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 31181 members 
Mstep: Class 12 contains 3541 members 
Mstep: Class 13 contains 15103 members 
Mstep: Class 14 contains 34268 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 67192 members 
Mstep: Class 17 contains 5765 members 
Mstep: Class 18 contains 7122 members 
Mstep: Class 19 contains 3724 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 5158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812420.000000 Penalty: 42822.269531
Iteration 58Q: 22 clusters Score -2.481242e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 29088 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 5002 members 
Mstep: Class 7 contains 11573 members 
Mstep: Class 8 contains 17002 members 
Mstep: Class 9 contains 5470 members 
Mstep: Class 10 contains 4565 members 
Mstep: Class 11 contains 31168 members 
Mstep: Class 12 contains 3527 members 
Mstep: Class 13 contains 15102 members 
Mstep: Class 14 contains 34270 members 
Mstep: Class 15 contains 5173 members 
Mstep: Class 16 contains 67218 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 19 contains 3727 members 
Mstep: Class 20 contains 2144 members 
Mstep: Class 21 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812572.000000 Penalty: 42822.269531
Iteration 59Q: 22 clusters Score -2.481257e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 29050 members 
Mstep: Class 3 contains 4204 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 11563 members 
Mstep: Class 8 contains 16994 members 
Mstep: Class 9 contains 5468 members 
Mstep: Class 10 contains 4526 members 
Mstep: Class 11 contains 31164 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 15086 members 
Mstep: Class 14 contains 34265 members 
Mstep: Class 15 contains 5186 members 
Mstep: Class 16 contains 67244 members 
Mstep: Class 17 contains 5781 members 
Mstep: Class 18 contains 7114 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 5157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812742.000000 Penalty: 42822.269531
Iteration 60F: 22 clusters Score -2.481274e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 29010 members 
Mstep: Class 3 contains 4222 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 5090 members 
Mstep: Class 7 contains 11553 members 
Mstep: Class 8 contains 16980 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 10 contains 4500 members 
Mstep: Class 11 contains 31161 members 
Mstep: Class 12 contains 3503 members 
Mstep: Class 13 contains 15067 members 
Mstep: Class 14 contains 34261 members 
Mstep: Class 15 contains 5196 members 
Mstep: Class 16 contains 67248 members 
Mstep: Class 17 contains 5785 members 
Mstep: Class 18 contains 7108 members 
Mstep: Class 19 contains 3752 members 
Mstep: Class 20 contains 2210 members 
Mstep: Class 21 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812670.000000 Penalty: 42822.269531
Iteration 61Q: 22 clusters Score -2.481267e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 28978 members 
Mstep: Class 3 contains 4231 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 11546 members 
Mstep: Class 8 contains 16958 members 
Mstep: Class 9 contains 5463 members 
Mstep: Class 10 contains 4463 members 
Mstep: Class 11 contains 31160 members 
Mstep: Class 12 contains 3493 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 34255 members 
Mstep: Class 15 contains 5212 members 
Mstep: Class 16 contains 67255 members 
Mstep: Class 17 contains 5797 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 3776 members 
Mstep: Class 20 contains 2248 members 
Mstep: Class 21 contains 5156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812712.000000 Penalty: 42822.269531
Iteration 62Q: 22 clusters Score -2.481271e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 28946 members 
Mstep: Class 3 contains 4249 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 5184 members 
Mstep: Class 7 contains 11538 members 
Mstep: Class 8 contains 16954 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 4416 members 
Mstep: Class 11 contains 31163 members 
Mstep: Class 12 contains 3482 members 
Mstep: Class 13 contains 15021 members 
Mstep: Class 14 contains 34230 members 
Mstep: Class 15 contains 5237 members 
Mstep: Class 16 contains 67261 members 
Mstep: Class 17 contains 5806 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 3794 members 
Mstep: Class 20 contains 2279 members 
Mstep: Class 21 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812834.000000 Penalty: 42822.269531
Iteration 63Q: 22 clusters Score -2.481283e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 4266 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 5239 members 
Mstep: Class 7 contains 11524 members 
Mstep: Class 8 contains 16946 members 
Mstep: Class 9 contains 5457 members 
Mstep: Class 10 contains 4375 members 
Mstep: Class 11 contains 31146 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 14995 members 
Mstep: Class 14 contains 34221 members 
Mstep: Class 15 contains 5256 members 
Mstep: Class 16 contains 67278 members 
Mstep: Class 17 contains 5812 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 3817 members 
Mstep: Class 20 contains 2316 members 
Mstep: Class 21 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812940.000000 Penalty: 42822.269531
Iteration 64Q: 22 clusters Score -2.481294e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 4284 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 1318 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 11512 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 5453 members 
Mstep: Class 10 contains 4334 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 34214 members 
Mstep: Class 15 contains 5268 members 
Mstep: Class 16 contains 67287 members 
Mstep: Class 17 contains 5819 members 
Mstep: Class 18 contains 7094 members 
Mstep: Class 19 contains 3835 members 
Mstep: Class 20 contains 2352 members 
Mstep: Class 21 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813034.000000 Penalty: 42822.269531
Iteration 65Q: 22 clusters Score -2.481303e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28835 members 
Mstep: Class 3 contains 4306 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 5358 members 
Mstep: Class 7 contains 11504 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 5449 members 
Mstep: Class 10 contains 4296 members 
Mstep: Class 11 contains 31139 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 34197 members 
Mstep: Class 15 contains 5287 members 
Mstep: Class 16 contains 67290 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 2377 members 
Mstep: Class 21 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813076.000000 Penalty: 42822.269531
Iteration 66Q: 22 clusters Score -2.481308e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 28799 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 5405 members 
Mstep: Class 7 contains 11495 members 
Mstep: Class 8 contains 16942 members 
Mstep: Class 9 contains 5447 members 
Mstep: Class 10 contains 4269 members 
Mstep: Class 11 contains 31135 members 
Mstep: Class 12 contains 3459 members 
Mstep: Class 13 contains 14953 members 
Mstep: Class 14 contains 34191 members 
Mstep: Class 15 contains 5302 members 
Mstep: Class 16 contains 67287 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813152.000000 Penalty: 42822.269531
Iteration 67Q: 22 clusters Score -2.481315e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 5460 members 
Mstep: Class 7 contains 11486 members 
Mstep: Class 8 contains 16945 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4246 members 
Mstep: Class 11 contains 31140 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 14940 members 
Mstep: Class 14 contains 34195 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 67292 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 3875 members 
Mstep: Class 20 contains 2403 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813232.000000 Penalty: 42822.269531
Iteration 68Q: 22 clusters Score -2.481323e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 28712 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 5528 members 
Mstep: Class 7 contains 11478 members 
Mstep: Class 8 contains 16941 members 
Mstep: Class 9 contains 5448 members 
Mstep: Class 10 contains 4211 members 
Mstep: Class 11 contains 31157 members 
Mstep: Class 12 contains 3455 members 
Mstep: Class 13 contains 14929 members 
Mstep: Class 14 contains 34188 members 
Mstep: Class 15 contains 5325 members 
Mstep: Class 16 contains 67298 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 3881 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813326.000000 Penalty: 42822.269531
Iteration 69Q: 22 clusters Score -2.481333e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 28676 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 5600 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 16936 members 
Mstep: Class 9 contains 5446 members 
Mstep: Class 10 contains 4188 members 
Mstep: Class 11 contains 31173 members 
Mstep: Class 12 contains 3450 members 
Mstep: Class 13 contains 14920 members 
Mstep: Class 14 contains 34181 members 
Mstep: Class 15 contains 5327 members 
Mstep: Class 16 contains 67299 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 3889 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813402.000000 Penalty: 42822.269531
Iteration 70Q: 22 clusters Score -2.48134e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 28636 members 
Mstep: Class 3 contains 4393 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 1323 members 
Mstep: Class 6 contains 5689 members 
Mstep: Class 7 contains 11471 members 
Mstep: Class 8 contains 16919 members 
Mstep: Class 9 contains 5441 members 
Mstep: Class 10 contains 4167 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 14911 members 
Mstep: Class 14 contains 34172 members 
Mstep: Class 15 contains 5331 members 
Mstep: Class 16 contains 67298 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813442.000000 Penalty: 42822.269531
Iteration 71Q: 22 clusters Score -2.481344e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 28608 members 
Mstep: Class 3 contains 4400 members 
Mstep: Class 4 contains 4810 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 5757 members 
Mstep: Class 7 contains 11464 members 
Mstep: Class 8 contains 16907 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 31209 members 
Mstep: Class 12 contains 3435 members 
Mstep: Class 13 contains 14907 members 
Mstep: Class 14 contains 34162 members 
Mstep: Class 15 contains 5335 members 
Mstep: Class 16 contains 67292 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 3902 members 
Mstep: Class 20 contains 2458 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813522.000000 Penalty: 42822.269531
Iteration 72Q: 22 clusters Score -2.481352e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 28577 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 6 contains 5828 members 
Mstep: Class 7 contains 11461 members 
Mstep: Class 8 contains 16887 members 
Mstep: Class 9 contains 5438 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 11 contains 31232 members 
Mstep: Class 12 contains 3427 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 34145 members 
Mstep: Class 15 contains 5341 members 
Mstep: Class 16 contains 67290 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 3911 members 
Mstep: Class 20 contains 2466 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813554.000000 Penalty: 42822.269531
Iteration 73Q: 22 clusters Score -2.481355e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 28542 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 5883 members 
Mstep: Class 7 contains 11451 members 
Mstep: Class 8 contains 16867 members 
Mstep: Class 9 contains 5432 members 
Mstep: Class 10 contains 4123 members 
Mstep: Class 11 contains 31238 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 34127 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 67299 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 3927 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813492.000000 Penalty: 42822.269531
Iteration 74Q: 22 clusters Score -2.481349e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 28507 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 5944 members 
Mstep: Class 7 contains 11443 members 
Mstep: Class 8 contains 16853 members 
Mstep: Class 9 contains 5429 members 
Mstep: Class 10 contains 4115 members 
Mstep: Class 11 contains 31246 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 34116 members 
Mstep: Class 15 contains 5368 members 
Mstep: Class 16 contains 67305 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7091 members 
Mstep: Class 19 contains 3934 members 
Mstep: Class 20 contains 2479 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813524.000000 Penalty: 42822.269531
Iteration 75Q: 22 clusters Score -2.481352e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 28464 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 6004 members 
Mstep: Class 7 contains 11438 members 
Mstep: Class 8 contains 16841 members 
Mstep: Class 9 contains 5425 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 31253 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 14886 members 
Mstep: Class 14 contains 34101 members 
Mstep: Class 15 contains 5378 members 
Mstep: Class 16 contains 67316 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 3957 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813682.000000 Penalty: 42822.269531
Iteration 76Q: 22 clusters Score -2.481368e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 28432 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 4797 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6047 members 
Mstep: Class 7 contains 11433 members 
Mstep: Class 8 contains 16829 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 4112 members 
Mstep: Class 11 contains 31260 members 
Mstep: Class 12 contains 3403 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 34085 members 
Mstep: Class 15 contains 5381 members 
Mstep: Class 16 contains 67323 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 3968 members 
Mstep: Class 20 contains 2496 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813702.000000 Penalty: 42822.269531
Iteration 77Q: 22 clusters Score -2.48137e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 28404 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6080 members 
Mstep: Class 7 contains 11427 members 
Mstep: Class 8 contains 16815 members 
Mstep: Class 9 contains 5424 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 31261 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 34068 members 
Mstep: Class 15 contains 5383 members 
Mstep: Class 16 contains 67331 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 3983 members 
Mstep: Class 20 contains 2502 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813750.000000 Penalty: 42822.269531
Iteration 78Q: 22 clusters Score -2.481375e+07 nChanged 243
Entering ConstructFrom: 
Score: -24813750.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (18031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Entering Unmasked Estep 
Score: -1620998.250000 Penalty: 1592.475220
	Iteration 0F: 2 clusters Score -1620998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1608630.125000 Penalty: 3184.950439
	Iteration 0F: 3 clusters Score -1608630 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1612955.375000 Penalty: 3184.950439
	Iteration 1F: 3 clusters Score -1612955 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1613280.500000 Penalty: 3184.950439
	Iteration 2F: 3 clusters Score -1613280 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1613551.375000 Penalty: 3184.950439
	Iteration 3Q: 3 clusters Score -1613551 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1613801.500000 Penalty: 3184.950439
	Iteration 4Q: 3 clusters Score -1613802 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1614026.000000 Penalty: 3184.950439
	Iteration 5Q: 3 clusters Score -1614026 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1614260.875000 Penalty: 3184.950439
	Iteration 6Q: 3 clusters Score -1614261 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1614504.750000 Penalty: 3184.950439
	Iteration 7Q: 3 clusters Score -1614505 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1614762.500000 Penalty: 3184.950439
	Iteration 8Q: 3 clusters Score -1614762 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1614999.750000 Penalty: 3184.950439
	Iteration 9Q: 3 clusters Score -1615000 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1615226.500000 Penalty: 3184.950439
	Iteration 10Q: 3 clusters Score -1615226 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1615485.250000 Penalty: 3184.950439
	Iteration 11Q: 3 clusters Score -1615485 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1615736.625000 Penalty: 3184.950439
	Iteration 12Q: 3 clusters Score -1615737 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1615992.125000 Penalty: 3184.950439
	Iteration 13Q: 3 clusters Score -1615992 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -1616258.000000 Penalty: 3184.950439
	Iteration 14Q: 3 clusters Score -1616258 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1616537.750000 Penalty: 3184.950439
	Iteration 15Q: 3 clusters Score -1616538 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -1616815.500000 Penalty: 3184.950439
	Iteration 16Q: 3 clusters Score -1616816 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1617098.375000 Penalty: 3184.950439
	Iteration 17Q: 3 clusters Score -1617098 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1617401.375000 Penalty: 3184.950439
	Iteration 18Q: 3 clusters Score -1617401 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1617700.125000 Penalty: 3184.950439
	Iteration 19Q: 3 clusters Score -1617700 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1617950.375000 Penalty: 3184.950439
	Iteration 20F: 3 clusters Score -1617950 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -1618165.000000 Penalty: 3184.950439
	Iteration 21Q: 3 clusters Score -1618165 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1618323.625000 Penalty: 3184.950439
	Iteration 22Q: 3 clusters Score -1618324 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1618451.625000 Penalty: 3184.950439
	Iteration 23Q: 3 clusters Score -1618452 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1618566.500000 Penalty: 3184.950439
	Iteration 24Q: 3 clusters Score -1618566 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -1618686.750000 Penalty: 3184.950439
	Iteration 25Q: 3 clusters Score -1618687 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -1618803.500000 Penalty: 3184.950439
	Iteration 26Q: 3 clusters Score -1618804 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1618906.250000 Penalty: 3184.950439
	Iteration 27Q: 3 clusters Score -1618906 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1619022.625000 Penalty: 3184.950439
	Iteration 28Q: 3 clusters Score -1619023 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1619149.625000 Penalty: 3184.950439
	Iteration 29Q: 3 clusters Score -1619150 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1619293.750000 Penalty: 3184.950439
	Iteration 30Q: 3 clusters Score -1619294 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1619402.375000 Penalty: 3184.950439
	Iteration 31Q: 3 clusters Score -1619402 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1619489.875000 Penalty: 3184.950439
	Iteration 32Q: 3 clusters Score -1619490 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1619544.750000 Penalty: 3184.950439
	Iteration 33Q: 3 clusters Score -1619545 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1619591.875000 Penalty: 3184.950439
	Iteration 34Q: 3 clusters Score -1619592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1619623.750000 Penalty: 3184.950439
	Iteration 35Q: 3 clusters Score -1619624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1619649.250000 Penalty: 3184.950439
	Iteration 36Q: 3 clusters Score -1619649 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1619664.125000 Penalty: 3184.950439
	Iteration 37Q: 3 clusters Score -1619664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -1619681.125000 Penalty: 3184.950439
	Iteration 38Q: 3 clusters Score -1619681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -1619703.250000 Penalty: 3184.950439
	Iteration 39Q: 3 clusters Score -1619703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1619724.875000 Penalty: 3184.950439
	Iteration 40F: 3 clusters Score -1619725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -1619749.000000 Penalty: 3184.950439
	Iteration 41Q: 3 clusters Score -1619749 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -1619765.250000 Penalty: 3184.950439
	Iteration 42Q: 3 clusters Score -1619765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -1619784.875000 Penalty: 3184.950439
	Iteration 43Q: 3 clusters Score -1619785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1619793.250000 Penalty: 3184.950439
	Iteration 44Q: 3 clusters Score -1619793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1619802.375000 Penalty: 3184.950439
	Iteration 45Q: 3 clusters Score -1619802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -1619811.125000 Penalty: 3184.950439
	Iteration 46Q: 3 clusters Score -1619811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1619815.250000 Penalty: 3184.950439
	Iteration 47Q: 3 clusters Score -1619815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1619824.125000 Penalty: 3184.950439
	Iteration 48Q: 3 clusters Score -1619824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1619831.625000 Penalty: 3184.950439
	Iteration 49Q: 3 clusters Score -1619832 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -1619837.250000 Penalty: 3184.950439
	Iteration 50Q: 3 clusters Score -1619837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -1619843.000000 Penalty: 3184.950439
	Iteration 51Q: 3 clusters Score -1619843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -1619849.250000 Penalty: 3184.950439
	Iteration 52Q: 3 clusters Score -1619849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1619852.875000 Penalty: 3184.950439
	Iteration 53Q: 3 clusters Score -1619853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1619858.125000 Penalty: 3184.950439
	Iteration 54Q: 3 clusters Score -1619858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1619865.625000 Penalty: 3184.950439
	Iteration 55Q: 3 clusters Score -1619866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -1619875.000000 Penalty: 3184.950439
	Iteration 56Q: 3 clusters Score -1619875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -1619874.000000 Penalty: 3184.950439
	Iteration 57Q: 3 clusters Score -1619874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1619878.125000 Penalty: 3184.950439
	Iteration 58Q: 3 clusters Score -1619878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1619879.625000 Penalty: 3184.950439
	Iteration 59Q: 3 clusters Score -1619880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -1619880.500000 Penalty: 3184.950439
	Iteration 60F: 3 clusters Score -1619880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -1619881.125000 Penalty: 3184.950439
	Iteration 61Q: 3 clusters Score -1619881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1619880.375000 Penalty: 3184.950439
	Iteration 62Q: 3 clusters Score -1619880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1619880.375000 Penalty: 3184.950439
	Iteration 63F: 3 clusters Score -1619880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Entering Unmasked Estep 
Score: -2617495.250000 Penalty: 1666.161011
	Iteration 0F: 2 clusters Score -2617495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2598303.250000 Penalty: 3332.322021
	Iteration 0F: 3 clusters Score -2598303 nChanged 13095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2605873.250000 Penalty: 3332.322021
	Iteration 1F: 3 clusters Score -2605873 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2606660.000000 Penalty: 3332.322021
	Iteration 2F: 3 clusters Score -2606660 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2607721.250000 Penalty: 3332.322021
	Iteration 3F: 3 clusters Score -2607721 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2609066.000000 Penalty: 3332.322021
	Iteration 4F: 3 clusters Score -2609066 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2610697.000000 Penalty: 3332.322021
	Iteration 5F: 3 clusters Score -2610697 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2612357.250000 Penalty: 3332.322021
	Iteration 6F: 3 clusters Score -2612357 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2613806.750000 Penalty: 3332.322021
	Iteration 7F: 3 clusters Score -2613807 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2614892.750000 Penalty: 3332.322021
	Iteration 8Q: 3 clusters Score -2614893 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2615606.000000 Penalty: 3332.322021
	Iteration 9Q: 3 clusters Score -2615606 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2616073.250000 Penalty: 3332.322021
	Iteration 10Q: 3 clusters Score -2616073 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2616332.750000 Penalty: 3332.322021
	Iteration 11Q: 3 clusters Score -2616333 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -2616498.250000 Penalty: 3332.322021
	Iteration 12Q: 3 clusters Score -2616498 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2616644.250000 Penalty: 3332.322021
	Iteration 13Q: 3 clusters Score -2616644 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2616738.000000 Penalty: 3332.322021
	Iteration 14Q: 3 clusters Score -2616738 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2616815.000000 Penalty: 3332.322021
	Iteration 15Q: 3 clusters Score -2616815 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2616899.250000 Penalty: 3332.322021
	Iteration 16Q: 3 clusters Score -2616899 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2616949.750000 Penalty: 3332.322021
	Iteration 17Q: 3 clusters Score -2616950 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2616986.500000 Penalty: 3332.322021
	Iteration 18Q: 3 clusters Score -2616986 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2617005.750000 Penalty: 3332.322021
	Iteration 19Q: 3 clusters Score -2617006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2617028.750000 Penalty: 3332.322021
	Iteration 20F: 3 clusters Score -2617029 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2617047.750000 Penalty: 3332.322021
	Iteration 21Q: 3 clusters Score -2617048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2617055.000000 Penalty: 3332.322021
	Iteration 22Q: 3 clusters Score -2617055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -2617053.750000 Penalty: 3332.322021
	Iteration 23Q: 3 clusters Score -2617054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2617060.000000 Penalty: 3332.322021
	Iteration 24Q: 3 clusters Score -2617060 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2617067.250000 Penalty: 3332.322021
	Iteration 25Q: 3 clusters Score -2617067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2617067.000000 Penalty: 3332.322021
	Iteration 26Q: 3 clusters Score -2617067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2617064.250000 Penalty: 3332.322021
	Iteration 27Q: 3 clusters Score -2617064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -2617074.000000 Penalty: 3332.322021
	Iteration 28Q: 3 clusters Score -2617074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -2617071.750000 Penalty: 3332.322021
	Iteration 29Q: 3 clusters Score -2617072 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2617081.500000 Penalty: 3332.322021
	Iteration 30Q: 3 clusters Score -2617082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -2617077.000000 Penalty: 3332.322021
	Iteration 31Q: 3 clusters Score -2617077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -2617083.250000 Penalty: 3332.322021
	Iteration 32Q: 3 clusters Score -2617083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2617085.500000 Penalty: 3332.322021
	Iteration 33Q: 3 clusters Score -2617086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -2617087.250000 Penalty: 3332.322021
	Iteration 34Q: 3 clusters Score -2617087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -2617086.750000 Penalty: 3332.322021
	Iteration 35Q: 3 clusters Score -2617087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2617090.000000 Penalty: 3332.322021
	Iteration 36Q: 3 clusters Score -2617090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -2617086.500000 Penalty: 3332.322021
	Iteration 37Q: 3 clusters Score -2617086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -2617089.000000 Penalty: 3332.322021
	Iteration 38Q: 3 clusters Score -2617089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2617088.500000 Penalty: 3332.322021
	Iteration 39Q: 3 clusters Score -2617088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2617092.000000 Penalty: 3332.322021
	Iteration 40F: 3 clusters Score -2617092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -2617095.750000 Penalty: 3332.322021
	Iteration 41Q: 3 clusters Score -2617096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -2617095.750000 Penalty: 3332.322021
	Iteration 42Q: 3 clusters Score -2617096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -2617094.000000 Penalty: 3332.322021
	Iteration 43Q: 3 clusters Score -2617094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2617094.250000 Penalty: 3332.322021
	Iteration 44Q: 3 clusters Score -2617094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -2617091.500000 Penalty: 3332.322021
	Iteration 45Q: 3 clusters Score -2617092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2617096.250000 Penalty: 3332.322021
	Iteration 46Q: 3 clusters Score -2617096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2617091.000000 Penalty: 3332.322021
	Iteration 47Q: 3 clusters Score -2617091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2617094.750000 Penalty: 3332.322021
	Iteration 48Q: 3 clusters Score -2617095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2617097.500000 Penalty: 3332.322021
	Iteration 49Q: 3 clusters Score -2617098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2617099.000000 Penalty: 3332.322021
	Iteration 50Q: 3 clusters Score -2617099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2617099.000000 Penalty: 3332.322021
	Iteration 51F: 3 clusters Score -2617099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Entering Unmasked Estep 
Score: -355445.656250 Penalty: 1364.375122
	Iteration 0F: 2 clusters Score -355445.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -351812.687500 Penalty: 2728.750244
	Iteration 0F: 3 clusters Score -351812.7 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -352914.500000 Penalty: 2728.750244
	Iteration 1F: 3 clusters Score -352914.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -353181.062500 Penalty: 2728.750244
	Iteration 2F: 3 clusters Score -353181.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -353399.906250 Penalty: 2728.750244
	Iteration 3F: 3 clusters Score -353399.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -353605.843750 Penalty: 2728.750244
	Iteration 4F: 3 clusters Score -353605.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -353780.125000 Penalty: 2728.750244
	Iteration 5F: 3 clusters Score -353780.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -353945.843750 Penalty: 2728.750244
	Iteration 6Q: 3 clusters Score -353945.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -354082.125000 Penalty: 2728.750244
	Iteration 7Q: 3 clusters Score -354082.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -354197.500000 Penalty: 2728.750244
	Iteration 8Q: 3 clusters Score -354197.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -354311.281250 Penalty: 2728.750244
	Iteration 9Q: 3 clusters Score -354311.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -354415.531250 Penalty: 2728.750244
	Iteration 10Q: 3 clusters Score -354415.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -354496.718750 Penalty: 2728.750244
	Iteration 11Q: 3 clusters Score -354496.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -354565.437500 Penalty: 2728.750244
	Iteration 12Q: 3 clusters Score -354565.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -354620.375000 Penalty: 2728.750244
	Iteration 13Q: 3 clusters Score -354620.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -354650.843750 Penalty: 2728.750244
	Iteration 14Q: 3 clusters Score -354650.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -354662.375000 Penalty: 2728.750244
	Iteration 15Q: 3 clusters Score -354662.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -354674.968750 Penalty: 2728.750244
	Iteration 16Q: 3 clusters Score -354675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -354680.125000 Penalty: 2728.750244
	Iteration 17Q: 3 clusters Score -354680.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -354682.937500 Penalty: 2728.750244
	Iteration 18Q: 3 clusters Score -354682.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -354686.750000 Penalty: 2728.750244
	Iteration 19Q: 3 clusters Score -354686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -354687.968750 Penalty: 2728.750244
	Iteration 20F: 3 clusters Score -354688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -354689.437500 Penalty: 2728.750244
	Iteration 21Q: 3 clusters Score -354689.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -354690.500000 Penalty: 2728.750244
	Iteration 22Q: 3 clusters Score -354690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -354691.125000 Penalty: 2728.750244
	Iteration 23Q: 3 clusters Score -354691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -354691.468750 Penalty: 2728.750244
	Iteration 24Q: 3 clusters Score -354691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -354692.281250 Penalty: 2728.750244
	Iteration 25Q: 3 clusters Score -354692.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -354692.562500 Penalty: 2728.750244
	Iteration 26Q: 3 clusters Score -354692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -354692.562500 Penalty: 2728.750244
	Iteration 27F: 3 clusters Score -354692.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Entering Unmasked Estep 
Score: -434665.125000 Penalty: 1377.003662
	Iteration 0F: 2 clusters Score -434665.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -430784.593750 Penalty: 2754.007324
	Iteration 0F: 3 clusters Score -430784.6 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -431839.843750 Penalty: 2754.007324
	Iteration 1F: 3 clusters Score -431839.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -432025.343750 Penalty: 2754.007324
	Iteration 2F: 3 clusters Score -432025.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -432166.906250 Penalty: 2754.007324
	Iteration 3F: 3 clusters Score -432166.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -432288.812500 Penalty: 2754.007324
	Iteration 4Q: 3 clusters Score -432288.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -432394.375000 Penalty: 2754.007324
	Iteration 5Q: 3 clusters Score -432394.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -432491.250000 Penalty: 2754.007324
	Iteration 6Q: 3 clusters Score -432491.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -432569.000000 Penalty: 2754.007324
	Iteration 7Q: 3 clusters Score -432569 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -432640.062500 Penalty: 2754.007324
	Iteration 8Q: 3 clusters Score -432640.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -432708.500000 Penalty: 2754.007324
	Iteration 9Q: 3 clusters Score -432708.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -432775.562500 Penalty: 2754.007324
	Iteration 10Q: 3 clusters Score -432775.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -432863.687500 Penalty: 2754.007324
	Iteration 11Q: 3 clusters Score -432863.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -432966.906250 Penalty: 2754.007324
	Iteration 12Q: 3 clusters Score -432966.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -433071.718750 Penalty: 2754.007324
	Iteration 13Q: 3 clusters Score -433071.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -433172.406250 Penalty: 2754.007324
	Iteration 14Q: 3 clusters Score -433172.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -433255.156250 Penalty: 2754.007324
	Iteration 15Q: 3 clusters Score -433255.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -433332.125000 Penalty: 2754.007324
	Iteration 16Q: 3 clusters Score -433332.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -433396.593750 Penalty: 2754.007324
	Iteration 17Q: 3 clusters Score -433396.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -433454.125000 Penalty: 2754.007324
	Iteration 18Q: 3 clusters Score -433454.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -433505.468750 Penalty: 2754.007324
	Iteration 19Q: 3 clusters Score -433505.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -433551.343750 Penalty: 2754.007324
	Iteration 20F: 3 clusters Score -433551.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -433582.156250 Penalty: 2754.007324
	Iteration 21Q: 3 clusters Score -433582.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -433609.468750 Penalty: 2754.007324
	Iteration 22Q: 3 clusters Score -433609.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -433631.250000 Penalty: 2754.007324
	Iteration 23Q: 3 clusters Score -433631.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -433668.468750 Penalty: 2754.007324
	Iteration 24Q: 3 clusters Score -433668.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -433711.062500 Penalty: 2754.007324
	Iteration 25Q: 3 clusters Score -433711.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -433743.093750 Penalty: 2754.007324
	Iteration 26Q: 3 clusters Score -433743.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -433764.781250 Penalty: 2754.007324
	Iteration 27Q: 3 clusters Score -433764.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -433780.781250 Penalty: 2754.007324
	Iteration 28Q: 3 clusters Score -433780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -433790.281250 Penalty: 2754.007324
	Iteration 29Q: 3 clusters Score -433790.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -433795.468750 Penalty: 2754.007324
	Iteration 30Q: 3 clusters Score -433795.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -433798.062500 Penalty: 2754.007324
	Iteration 31Q: 3 clusters Score -433798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -433799.812500 Penalty: 2754.007324
	Iteration 32Q: 3 clusters Score -433799.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -433800.250000 Penalty: 2754.007324
	Iteration 33Q: 3 clusters Score -433800.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -433801.343750 Penalty: 2754.007324
	Iteration 34Q: 3 clusters Score -433801.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -433802.343750 Penalty: 2754.007324
	Iteration 35Q: 3 clusters Score -433802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -433803.312500 Penalty: 2754.007324
	Iteration 36Q: 3 clusters Score -433803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -433803.343750 Penalty: 2754.007324
	Iteration 37Q: 3 clusters Score -433803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -433803.500000 Penalty: 2754.007324
	Iteration 38Q: 3 clusters Score -433803.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -433804.281250 Penalty: 2754.007324
	Iteration 39Q: 3 clusters Score -433804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -433804.500000 Penalty: 2754.007324
	Iteration 40F: 3 clusters Score -433804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -433805.812500 Penalty: 2754.007324
	Iteration 41Q: 3 clusters Score -433805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -433807.500000 Penalty: 2754.007324
	Iteration 42Q: 3 clusters Score -433807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -433811.062500 Penalty: 2754.007324
	Iteration 43Q: 3 clusters Score -433811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -433811.250000 Penalty: 2754.007324
	Iteration 44Q: 3 clusters Score -433811.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -433811.250000 Penalty: 2754.007324
	Iteration 45F: 3 clusters Score -433811.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -102735.671875 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -102735.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101079.507812 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -101079.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -101469.375000 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -101469.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -101621.859375 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -101621.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -101687.523438 Penalty: 2339.166504
	Iteration 3F: 3 clusters Score -101687.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -101743.718750 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -101743.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -101787.078125 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -101787.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -101818.992188 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -101819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -101830.242188 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -101830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -101843.429688 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -101843.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -101859.757812 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -101859.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -101875.687500 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -101875.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -101891.460938 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -101891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101910.960938 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -101911 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -101933.492188 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -101933.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -101954.742188 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -101954.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -101964.203125 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -101964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -101969.765625 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -101969.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -101975.546875 Penalty: 2339.166504
	Iteration 17Q: 3 clusters Score -101975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -101979.085938 Penalty: 2339.166504
	Iteration 18Q: 3 clusters Score -101979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -101984.023438 Penalty: 2339.166504
	Iteration 19Q: 3 clusters Score -101984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -101987.882812 Penalty: 2339.166504
	Iteration 20F: 3 clusters Score -101987.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -101990.781250 Penalty: 2339.166504
	Iteration 21Q: 3 clusters Score -101990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101992.218750 Penalty: 2339.166504
	Iteration 22Q: 3 clusters Score -101992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101993.398438 Penalty: 2339.166504
	Iteration 23Q: 3 clusters Score -101993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101994.179688 Penalty: 2339.166504
	Iteration 24Q: 3 clusters Score -101994.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101995.500000 Penalty: 2339.166504
	Iteration 25Q: 3 clusters Score -101995.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -101996.296875 Penalty: 2339.166504
	Iteration 26Q: 3 clusters Score -101996.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -102004.921875 Penalty: 2339.166504
	Iteration 27Q: 3 clusters Score -102004.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -102007.898438 Penalty: 2339.166504
	Iteration 28Q: 3 clusters Score -102007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -102011.007812 Penalty: 2339.166504
	Iteration 29Q: 3 clusters Score -102011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -102014.742188 Penalty: 2339.166504
	Iteration 30Q: 3 clusters Score -102014.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -102017.531250 Penalty: 2339.166504
	Iteration 31Q: 3 clusters Score -102017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -102020.000000 Penalty: 2339.166504
	Iteration 32Q: 3 clusters Score -102020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -102022.054688 Penalty: 2339.166504
	Iteration 33Q: 3 clusters Score -102022.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -102023.078125 Penalty: 2339.166504
	Iteration 34Q: 3 clusters Score -102023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102024.101562 Penalty: 2339.166504
	Iteration 35Q: 3 clusters Score -102024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -102024.101562 Penalty: 2339.166504
	Iteration 36F: 3 clusters Score -102024.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -542163.375000 Penalty: 1416.543457
	Iteration 0F: 2 clusters Score -542163.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -537464.500000 Penalty: 2833.086914
	Iteration 0F: 3 clusters Score -537464.5 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -538819.250000 Penalty: 2833.086914
	Iteration 1F: 3 clusters Score -538819.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -539043.750000 Penalty: 2833.086914
	Iteration 2F: 3 clusters Score -539043.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -539212.750000 Penalty: 2833.086914
	Iteration 3F: 3 clusters Score -539212.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -539348.187500 Penalty: 2833.086914
	Iteration 4Q: 3 clusters Score -539348.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -539477.312500 Penalty: 2833.086914
	Iteration 5Q: 3 clusters Score -539477.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -539613.062500 Penalty: 2833.086914
	Iteration 6Q: 3 clusters Score -539613.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -539759.687500 Penalty: 2833.086914
	Iteration 7Q: 3 clusters Score -539759.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -539903.687500 Penalty: 2833.086914
	Iteration 8Q: 3 clusters Score -539903.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -540070.812500 Penalty: 2833.086914
	Iteration 9Q: 3 clusters Score -540070.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -540251.500000 Penalty: 2833.086914
	Iteration 10Q: 3 clusters Score -540251.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -540424.312500 Penalty: 2833.086914
	Iteration 11Q: 3 clusters Score -540424.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -540605.125000 Penalty: 2833.086914
	Iteration 12Q: 3 clusters Score -540605.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -540783.562500 Penalty: 2833.086914
	Iteration 13Q: 3 clusters Score -540783.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -540931.687500 Penalty: 2833.086914
	Iteration 14Q: 3 clusters Score -540931.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -541033.750000 Penalty: 2833.086914
	Iteration 15Q: 3 clusters Score -541033.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -541117.812500 Penalty: 2833.086914
	Iteration 16Q: 3 clusters Score -541117.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -541172.812500 Penalty: 2833.086914
	Iteration 17Q: 3 clusters Score -541172.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -541219.437500 Penalty: 2833.086914
	Iteration 18Q: 3 clusters Score -541219.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -541269.250000 Penalty: 2833.086914
	Iteration 19Q: 3 clusters Score -541269.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -541304.875000 Penalty: 2833.086914
	Iteration 20F: 3 clusters Score -541304.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -541338.500000 Penalty: 2833.086914
	Iteration 21Q: 3 clusters Score -541338.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -541370.750000 Penalty: 2833.086914
	Iteration 22Q: 3 clusters Score -541370.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -541388.687500 Penalty: 2833.086914
	Iteration 23Q: 3 clusters Score -541388.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -541398.937500 Penalty: 2833.086914
	Iteration 24Q: 3 clusters Score -541398.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -541410.750000 Penalty: 2833.086914
	Iteration 25Q: 3 clusters Score -541410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -541418.812500 Penalty: 2833.086914
	Iteration 26Q: 3 clusters Score -541418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -541424.750000 Penalty: 2833.086914
	Iteration 27Q: 3 clusters Score -541424.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -541430.125000 Penalty: 2833.086914
	Iteration 28Q: 3 clusters Score -541430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -541431.750000 Penalty: 2833.086914
	Iteration 29Q: 3 clusters Score -541431.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -541432.562500 Penalty: 2833.086914
	Iteration 30Q: 3 clusters Score -541432.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -541433.250000 Penalty: 2833.086914
	Iteration 31Q: 3 clusters Score -541433.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -541433.000000 Penalty: 2833.086914
	Iteration 32Q: 3 clusters Score -541433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -541433.750000 Penalty: 2833.086914
	Iteration 33Q: 3 clusters Score -541433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -541435.187500 Penalty: 2833.086914
	Iteration 34Q: 3 clusters Score -541435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -541436.250000 Penalty: 2833.086914
	Iteration 35Q: 3 clusters Score -541436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -541437.000000 Penalty: 2833.086914
	Iteration 36Q: 3 clusters Score -541437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -541437.937500 Penalty: 2833.086914
	Iteration 37Q: 3 clusters Score -541437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -541438.312500 Penalty: 2833.086914
	Iteration 38Q: 3 clusters Score -541438.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -541439.875000 Penalty: 2833.086914
	Iteration 39Q: 3 clusters Score -541439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -541441.562500 Penalty: 2833.086914
	Iteration 40F: 3 clusters Score -541441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Entering Unmasked Estep 
Score: -995609.062500 Penalty: 1518.243042
	Iteration 0F: 2 clusters Score -995609.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -987550.500000 Penalty: 3036.486084
	Iteration 0F: 3 clusters Score -987550.5 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -990266.625000 Penalty: 3036.486084
	Iteration 1F: 3 clusters Score -990266.6 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -990664.125000 Penalty: 3036.486084
	Iteration 2F: 3 clusters Score -990664.1 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -991072.687500 Penalty: 3036.486084
	Iteration 3F: 3 clusters Score -991072.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -991598.062500 Penalty: 3036.486084
	Iteration 4F: 3 clusters Score -991598.1 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -992241.187500 Penalty: 3036.486084
	Iteration 5F: 3 clusters Score -992241.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -993064.125000 Penalty: 3036.486084
	Iteration 6F: 3 clusters Score -993064.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -993900.687500 Penalty: 3036.486084
	Iteration 7F: 3 clusters Score -993900.7 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -994587.000000 Penalty: 3036.486084
	Iteration 8F: 3 clusters Score -994587 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -995044.500000 Penalty: 3036.486084
	Iteration 9Q: 3 clusters Score -995044.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -995322.187500 Penalty: 3036.486084
	Iteration 10Q: 3 clusters Score -995322.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -995481.750000 Penalty: 3036.486084
	Iteration 11Q: 3 clusters Score -995481.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -995552.562500 Penalty: 3036.486084
	Iteration 12Q: 3 clusters Score -995552.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -995595.125000 Penalty: 3036.486084
	Iteration 13Q: 3 clusters Score -995595.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -995618.500000 Penalty: 3036.486084
	Iteration 14Q: 3 clusters Score -995618.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -995639.625000 Penalty: 3036.486084
	Iteration 15Q: 3 clusters Score -995639.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -995647.312500 Penalty: 3036.486084
	Iteration 16Q: 3 clusters Score -995647.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -995648.812500 Penalty: 3036.486084
	Iteration 17Q: 3 clusters Score -995648.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -995652.750000 Penalty: 3036.486084
	Iteration 18Q: 3 clusters Score -995652.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -995658.875000 Penalty: 3036.486084
	Iteration 19Q: 3 clusters Score -995658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -995681.250000 Penalty: 3036.486084
	Iteration 20F: 3 clusters Score -995681.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -995693.375000 Penalty: 3036.486084
	Iteration 21Q: 3 clusters Score -995693.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -995698.937500 Penalty: 3036.486084
	Iteration 22Q: 3 clusters Score -995698.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -995708.062500 Penalty: 3036.486084
	Iteration 23Q: 3 clusters Score -995708.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -995711.437500 Penalty: 3036.486084
	Iteration 24Q: 3 clusters Score -995711.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -995716.375000 Penalty: 3036.486084
	Iteration 25Q: 3 clusters Score -995716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -995716.625000 Penalty: 3036.486084
	Iteration 26Q: 3 clusters Score -995716.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -995718.625000 Penalty: 3036.486084
	Iteration 27Q: 3 clusters Score -995718.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -995720.125000 Penalty: 3036.486084
	Iteration 28Q: 3 clusters Score -995720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -995721.937500 Penalty: 3036.486084
	Iteration 29Q: 3 clusters Score -995721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -995724.062500 Penalty: 3036.486084
	Iteration 30Q: 3 clusters Score -995724.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -995732.187500 Penalty: 3036.486084
	Iteration 31Q: 3 clusters Score -995732.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -995736.250000 Penalty: 3036.486084
	Iteration 32Q: 3 clusters Score -995736.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -995738.187500 Penalty: 3036.486084
	Iteration 33Q: 3 clusters Score -995738.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -995739.562500 Penalty: 3036.486084
	Iteration 34Q: 3 clusters Score -995739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -995739.000000 Penalty: 3036.486084
	Iteration 35Q: 3 clusters Score -995739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -995741.562500 Penalty: 3036.486084
	Iteration 36Q: 3 clusters Score -995741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -995744.625000 Penalty: 3036.486084
	Iteration 37Q: 3 clusters Score -995744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -995747.000000 Penalty: 3036.486084
	Iteration 38Q: 3 clusters Score -995747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -995748.437500 Penalty: 3036.486084
	Iteration 39Q: 3 clusters Score -995748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -995748.750000 Penalty: 3036.486084
	Iteration 40F: 3 clusters Score -995748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 28376 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 712 members 
Mstep: Class 8 contains 16794 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 31271 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 34057 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 67340 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 10707 members 
Entering Unmasked Estep 
Score: -24813298.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24813750.000000 to -24813298.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Entering Unmasked Estep 
Score: -1522067.125000 Penalty: 1580.926270
	Iteration 0F: 2 clusters Score -1522067 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1510431.500000 Penalty: 3161.852539
	Iteration 0F: 3 clusters Score -1510432 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1514569.250000 Penalty: 3161.852539
	Iteration 1F: 3 clusters Score -1514569 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1514872.375000 Penalty: 3161.852539
	Iteration 2F: 3 clusters Score -1514872 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1515132.375000 Penalty: 3161.852539
	Iteration 3Q: 3 clusters Score -1515132 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1515409.250000 Penalty: 3161.852539
	Iteration 4Q: 3 clusters Score -1515409 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1515728.875000 Penalty: 3161.852539
	Iteration 5Q: 3 clusters Score -1515729 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1516096.125000 Penalty: 3161.852539
	Iteration 6Q: 3 clusters Score -1516096 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1516595.875000 Penalty: 3161.852539
	Iteration 7F: 3 clusters Score -1516596 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1517280.500000 Penalty: 3161.852539
	Iteration 8F: 3 clusters Score -1517280 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1518108.125000 Penalty: 3161.852539
	Iteration 9F: 3 clusters Score -1518108 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1518965.125000 Penalty: 3161.852539
	Iteration 10F: 3 clusters Score -1518965 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1519708.750000 Penalty: 3161.852539
	Iteration 11Q: 3 clusters Score -1519709 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1520136.625000 Penalty: 3161.852539
	Iteration 12Q: 3 clusters Score -1520137 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1520377.875000 Penalty: 3161.852539
	Iteration 13Q: 3 clusters Score -1520378 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1520500.500000 Penalty: 3161.852539
	Iteration 14Q: 3 clusters Score -1520500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1520572.250000 Penalty: 3161.852539
	Iteration 15Q: 3 clusters Score -1520572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1520616.625000 Penalty: 3161.852539
	Iteration 16Q: 3 clusters Score -1520617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1520644.875000 Penalty: 3161.852539
	Iteration 17Q: 3 clusters Score -1520645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1520660.625000 Penalty: 3161.852539
	Iteration 18Q: 3 clusters Score -1520661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1520668.625000 Penalty: 3161.852539
	Iteration 19Q: 3 clusters Score -1520669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1520673.000000 Penalty: 3161.852539
	Iteration 20F: 3 clusters Score -1520673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1520683.625000 Penalty: 3161.852539
	Iteration 21Q: 3 clusters Score -1520684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1520700.000000 Penalty: 3161.852539
	Iteration 22Q: 3 clusters Score -1520700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1520712.375000 Penalty: 3161.852539
	Iteration 23Q: 3 clusters Score -1520712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1520724.875000 Penalty: 3161.852539
	Iteration 24Q: 3 clusters Score -1520725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1520731.000000 Penalty: 3161.852539
	Iteration 25Q: 3 clusters Score -1520731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1520735.375000 Penalty: 3161.852539
	Iteration 26Q: 3 clusters Score -1520735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1520735.375000 Penalty: 3161.852539
	Iteration 27F: 3 clusters Score -1520735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Entering Unmasked Estep 
Score: -473786.437500 Penalty: 1397.240845
	Iteration 0F: 2 clusters Score -473786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -469643.531250 Penalty: 2794.481689
	Iteration 0F: 3 clusters Score -469643.5 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -470795.562500 Penalty: 2794.481689
	Iteration 1F: 3 clusters Score -470795.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -470935.312500 Penalty: 2794.481689
	Iteration 2F: 3 clusters Score -470935.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -471039.187500 Penalty: 2794.481689
	Iteration 3Q: 3 clusters Score -471039.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -471113.593750 Penalty: 2794.481689
	Iteration 4Q: 3 clusters Score -471113.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -471173.375000 Penalty: 2794.481689
	Iteration 5Q: 3 clusters Score -471173.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -471229.625000 Penalty: 2794.481689
	Iteration 6Q: 3 clusters Score -471229.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -471282.937500 Penalty: 2794.481689
	Iteration 7Q: 3 clusters Score -471282.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -471330.468750 Penalty: 2794.481689
	Iteration 8Q: 3 clusters Score -471330.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -471365.375000 Penalty: 2794.481689
	Iteration 9Q: 3 clusters Score -471365.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -471400.281250 Penalty: 2794.481689
	Iteration 10Q: 3 clusters Score -471400.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -471435.750000 Penalty: 2794.481689
	Iteration 11Q: 3 clusters Score -471435.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -471471.031250 Penalty: 2794.481689
	Iteration 12Q: 3 clusters Score -471471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -471501.750000 Penalty: 2794.481689
	Iteration 13Q: 3 clusters Score -471501.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -471525.625000 Penalty: 2794.481689
	Iteration 14Q: 3 clusters Score -471525.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -471547.562500 Penalty: 2794.481689
	Iteration 15Q: 3 clusters Score -471547.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -471571.218750 Penalty: 2794.481689
	Iteration 16Q: 3 clusters Score -471571.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -471589.031250 Penalty: 2794.481689
	Iteration 17Q: 3 clusters Score -471589 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -471604.593750 Penalty: 2794.481689
	Iteration 18Q: 3 clusters Score -471604.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -471619.531250 Penalty: 2794.481689
	Iteration 19Q: 3 clusters Score -471619.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -471637.343750 Penalty: 2794.481689
	Iteration 20F: 3 clusters Score -471637.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -471648.781250 Penalty: 2794.481689
	Iteration 21Q: 3 clusters Score -471648.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -471661.500000 Penalty: 2794.481689
	Iteration 22Q: 3 clusters Score -471661.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -471675.937500 Penalty: 2794.481689
	Iteration 23Q: 3 clusters Score -471675.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -471694.843750 Penalty: 2794.481689
	Iteration 24Q: 3 clusters Score -471694.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -471716.750000 Penalty: 2794.481689
	Iteration 25Q: 3 clusters Score -471716.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -471744.750000 Penalty: 2794.481689
	Iteration 26Q: 3 clusters Score -471744.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -471772.906250 Penalty: 2794.481689
	Iteration 27Q: 3 clusters Score -471772.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -471797.281250 Penalty: 2794.481689
	Iteration 28Q: 3 clusters Score -471797.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -471819.906250 Penalty: 2794.481689
	Iteration 29Q: 3 clusters Score -471819.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -471837.343750 Penalty: 2794.481689
	Iteration 30Q: 3 clusters Score -471837.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -471860.406250 Penalty: 2794.481689
	Iteration 31Q: 3 clusters Score -471860.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -471876.250000 Penalty: 2794.481689
	Iteration 32Q: 3 clusters Score -471876.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -471891.250000 Penalty: 2794.481689
	Iteration 33Q: 3 clusters Score -471891.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -471905.781250 Penalty: 2794.481689
	Iteration 34Q: 3 clusters Score -471905.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -471917.656250 Penalty: 2794.481689
	Iteration 35Q: 3 clusters Score -471917.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -471932.687500 Penalty: 2794.481689
	Iteration 36Q: 3 clusters Score -471932.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -471948.093750 Penalty: 2794.481689
	Iteration 37Q: 3 clusters Score -471948.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -471961.968750 Penalty: 2794.481689
	Iteration 38Q: 3 clusters Score -471962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -471976.687500 Penalty: 2794.481689
	Iteration 39Q: 3 clusters Score -471976.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -471986.437500 Penalty: 2794.481689
	Iteration 40F: 3 clusters Score -471986.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -471994.031250 Penalty: 2794.481689
	Iteration 41Q: 3 clusters Score -471994 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -472001.375000 Penalty: 2794.481689
	Iteration 42Q: 3 clusters Score -472001.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -472008.218750 Penalty: 2794.481689
	Iteration 43Q: 3 clusters Score -472008.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -472017.937500 Penalty: 2794.481689
	Iteration 44Q: 3 clusters Score -472017.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -472026.718750 Penalty: 2794.481689
	Iteration 45Q: 3 clusters Score -472026.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -472037.687500 Penalty: 2794.481689
	Iteration 46Q: 3 clusters Score -472037.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -472048.500000 Penalty: 2794.481689
	Iteration 47Q: 3 clusters Score -472048.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -472057.406250 Penalty: 2794.481689
	Iteration 48Q: 3 clusters Score -472057.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -472063.093750 Penalty: 2794.481689
	Iteration 49Q: 3 clusters Score -472063.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -472069.062500 Penalty: 2794.481689
	Iteration 50Q: 3 clusters Score -472069.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -472076.687500 Penalty: 2794.481689
	Iteration 51Q: 3 clusters Score -472076.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -472088.437500 Penalty: 2794.481689
	Iteration 52Q: 3 clusters Score -472088.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -472099.812500 Penalty: 2794.481689
	Iteration 53Q: 3 clusters Score -472099.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -472112.375000 Penalty: 2794.481689
	Iteration 54Q: 3 clusters Score -472112.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -472131.718750 Penalty: 2794.481689
	Iteration 55Q: 3 clusters Score -472131.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -472145.406250 Penalty: 2794.481689
	Iteration 56Q: 3 clusters Score -472145.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -472162.812500 Penalty: 2794.481689
	Iteration 57Q: 3 clusters Score -472162.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -472176.000000 Penalty: 2794.481689
	Iteration 58Q: 3 clusters Score -472176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -472189.062500 Penalty: 2794.481689
	Iteration 59Q: 3 clusters Score -472189.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -472197.218750 Penalty: 2794.481689
	Iteration 60F: 3 clusters Score -472197.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -472212.343750 Penalty: 2794.481689
	Iteration 61Q: 3 clusters Score -472212.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -472232.406250 Penalty: 2794.481689
	Iteration 62Q: 3 clusters Score -472232.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -472249.781250 Penalty: 2794.481689
	Iteration 63Q: 3 clusters Score -472249.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -472265.093750 Penalty: 2794.481689
	Iteration 64Q: 3 clusters Score -472265.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -472280.687500 Penalty: 2794.481689
	Iteration 65Q: 3 clusters Score -472280.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -472295.375000 Penalty: 2794.481689
	Iteration 66Q: 3 clusters Score -472295.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -472308.656250 Penalty: 2794.481689
	Iteration 67Q: 3 clusters Score -472308.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -472324.406250 Penalty: 2794.481689
	Iteration 68Q: 3 clusters Score -472324.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -472335.968750 Penalty: 2794.481689
	Iteration 69Q: 3 clusters Score -472336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -472347.343750 Penalty: 2794.481689
	Iteration 70Q: 3 clusters Score -472347.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -472356.718750 Penalty: 2794.481689
	Iteration 71Q: 3 clusters Score -472356.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -472362.156250 Penalty: 2794.481689
	Iteration 72Q: 3 clusters Score -472362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -472366.500000 Penalty: 2794.481689
	Iteration 73Q: 3 clusters Score -472366.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -472372.625000 Penalty: 2794.481689
	Iteration 74Q: 3 clusters Score -472372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -472376.625000 Penalty: 2794.481689
	Iteration 75Q: 3 clusters Score -472376.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -472380.968750 Penalty: 2794.481689
	Iteration 76Q: 3 clusters Score -472381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -472387.218750 Penalty: 2794.481689
	Iteration 77Q: 3 clusters Score -472387.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -472392.656250 Penalty: 2794.481689
	Iteration 78Q: 3 clusters Score -472392.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -472399.750000 Penalty: 2794.481689
	Iteration 79Q: 3 clusters Score -472399.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -472409.000000 Penalty: 2794.481689
	Iteration 80F: 3 clusters Score -472409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -472419.656250 Penalty: 2794.481689
	Iteration 81Q: 3 clusters Score -472419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -472429.812500 Penalty: 2794.481689
	Iteration 82Q: 3 clusters Score -472429.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -472437.125000 Penalty: 2794.481689
	Iteration 83Q: 3 clusters Score -472437.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -472449.656250 Penalty: 2794.481689
	Iteration 84Q: 3 clusters Score -472449.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -472461.343750 Penalty: 2794.481689
	Iteration 85Q: 3 clusters Score -472461.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -472474.406250 Penalty: 2794.481689
	Iteration 86Q: 3 clusters Score -472474.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -472482.968750 Penalty: 2794.481689
	Iteration 87Q: 3 clusters Score -472483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -472493.656250 Penalty: 2794.481689
	Iteration 88Q: 3 clusters Score -472493.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -472500.843750 Penalty: 2794.481689
	Iteration 89Q: 3 clusters Score -472500.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -472506.875000 Penalty: 2794.481689
	Iteration 90Q: 3 clusters Score -472506.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -472509.625000 Penalty: 2794.481689
	Iteration 91Q: 3 clusters Score -472509.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -472511.656250 Penalty: 2794.481689
	Iteration 92Q: 3 clusters Score -472511.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -472512.437500 Penalty: 2794.481689
	Iteration 93Q: 3 clusters Score -472512.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -472513.625000 Penalty: 2794.481689
	Iteration 94Q: 3 clusters Score -472513.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -472513.625000 Penalty: 2794.481689
	Iteration 95F: 3 clusters Score -472513.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Entering Unmasked Estep 
Score: -365303.031250 Penalty: 1352.112305
	Iteration 0F: 2 clusters Score -365303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -361921.968750 Penalty: 2704.224609
	Iteration 0F: 3 clusters Score -361922 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362866.406250 Penalty: 2704.224609
	Iteration 1F: 3 clusters Score -362866.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -363123.875000 Penalty: 2704.224609
	Iteration 2F: 3 clusters Score -363123.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -363369.250000 Penalty: 2704.224609
	Iteration 3F: 3 clusters Score -363369.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -363625.750000 Penalty: 2704.224609
	Iteration 4F: 3 clusters Score -363625.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -363959.718750 Penalty: 2704.224609
	Iteration 5F: 3 clusters Score -363959.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -364271.875000 Penalty: 2704.224609
	Iteration 6F: 3 clusters Score -364271.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -364500.656250 Penalty: 2704.224609
	Iteration 7F: 3 clusters Score -364500.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -364649.812500 Penalty: 2704.224609
	Iteration 8Q: 3 clusters Score -364649.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -364733.875000 Penalty: 2704.224609
	Iteration 9Q: 3 clusters Score -364733.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -364801.593750 Penalty: 2704.224609
	Iteration 10Q: 3 clusters Score -364801.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -364864.343750 Penalty: 2704.224609
	Iteration 11Q: 3 clusters Score -364864.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -364909.750000 Penalty: 2704.224609
	Iteration 12Q: 3 clusters Score -364909.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -364944.812500 Penalty: 2704.224609
	Iteration 13Q: 3 clusters Score -364944.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -364973.375000 Penalty: 2704.224609
	Iteration 14Q: 3 clusters Score -364973.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -365001.406250 Penalty: 2704.224609
	Iteration 15Q: 3 clusters Score -365001.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -365024.812500 Penalty: 2704.224609
	Iteration 16Q: 3 clusters Score -365024.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -365039.125000 Penalty: 2704.224609
	Iteration 17Q: 3 clusters Score -365039.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -365048.500000 Penalty: 2704.224609
	Iteration 18Q: 3 clusters Score -365048.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -365056.250000 Penalty: 2704.224609
	Iteration 19Q: 3 clusters Score -365056.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -365059.218750 Penalty: 2704.224609
	Iteration 20F: 3 clusters Score -365059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -365063.031250 Penalty: 2704.224609
	Iteration 21Q: 3 clusters Score -365063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -365067.500000 Penalty: 2704.224609
	Iteration 22Q: 3 clusters Score -365067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -365070.093750 Penalty: 2704.224609
	Iteration 23Q: 3 clusters Score -365070.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -365073.312500 Penalty: 2704.224609
	Iteration 24Q: 3 clusters Score -365073.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -365077.656250 Penalty: 2704.224609
	Iteration 25Q: 3 clusters Score -365077.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -365080.031250 Penalty: 2704.224609
	Iteration 26Q: 3 clusters Score -365080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -365084.937500 Penalty: 2704.224609
	Iteration 27Q: 3 clusters Score -365084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -365087.343750 Penalty: 2704.224609
	Iteration 28Q: 3 clusters Score -365087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -365086.000000 Penalty: 2704.224609
	Iteration 29Q: 3 clusters Score -365086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -365088.093750 Penalty: 2704.224609
	Iteration 30Q: 3 clusters Score -365088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -365089.500000 Penalty: 2704.224609
	Iteration 31Q: 3 clusters Score -365089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -365092.906250 Penalty: 2704.224609
	Iteration 32Q: 3 clusters Score -365092.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -365096.375000 Penalty: 2704.224609
	Iteration 33Q: 3 clusters Score -365096.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -365099.593750 Penalty: 2704.224609
	Iteration 34Q: 3 clusters Score -365099.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -365102.406250 Penalty: 2704.224609
	Iteration 35Q: 3 clusters Score -365102.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -365105.593750 Penalty: 2704.224609
	Iteration 36Q: 3 clusters Score -365105.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -365109.500000 Penalty: 2704.224609
	Iteration 37Q: 3 clusters Score -365109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -365113.312500 Penalty: 2704.224609
	Iteration 38Q: 3 clusters Score -365113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -365116.687500 Penalty: 2704.224609
	Iteration 39Q: 3 clusters Score -365116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -365119.156250 Penalty: 2704.224609
	Iteration 40F: 3 clusters Score -365119.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -365120.937500 Penalty: 2704.224609
	Iteration 41Q: 3 clusters Score -365120.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -365122.625000 Penalty: 2704.224609
	Iteration 42Q: 3 clusters Score -365122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -365123.843750 Penalty: 2704.224609
	Iteration 43Q: 3 clusters Score -365123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -365124.656250 Penalty: 2704.224609
	Iteration 44Q: 3 clusters Score -365124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -365124.906250 Penalty: 2704.224609
	Iteration 45Q: 3 clusters Score -365124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -365125.687500 Penalty: 2704.224609
	Iteration 46Q: 3 clusters Score -365125.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -365125.687500 Penalty: 2704.224609
	Iteration 47F: 3 clusters Score -365125.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Entering Unmasked Estep 
Score: -2909269.250000 Penalty: 1681.947632
	Iteration 0F: 2 clusters Score -2909269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2888282.000000 Penalty: 3363.895264
	Iteration 0F: 3 clusters Score -2888282 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2896163.750000 Penalty: 3363.895264
	Iteration 1F: 3 clusters Score -2896164 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2896496.750000 Penalty: 3363.895264
	Iteration 2Q: 3 clusters Score -2896497 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2896826.500000 Penalty: 3363.895264
	Iteration 3Q: 3 clusters Score -2896826 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2897184.250000 Penalty: 3363.895264
	Iteration 4Q: 3 clusters Score -2897184 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -2897608.250000 Penalty: 3363.895264
	Iteration 5Q: 3 clusters Score -2897608 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2898151.250000 Penalty: 3363.895264
	Iteration 6Q: 3 clusters Score -2898151 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2898808.000000 Penalty: 3363.895264
	Iteration 7Q: 3 clusters Score -2898808 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2899611.750000 Penalty: 3363.895264
	Iteration 8Q: 3 clusters Score -2899612 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -2900414.750000 Penalty: 3363.895264
	Iteration 9F: 3 clusters Score -2900415 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2901131.000000 Penalty: 3363.895264
	Iteration 10Q: 3 clusters Score -2901131 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2901721.750000 Penalty: 3363.895264
	Iteration 11Q: 3 clusters Score -2901722 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2902181.500000 Penalty: 3363.895264
	Iteration 12Q: 3 clusters Score -2902182 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2902629.750000 Penalty: 3363.895264
	Iteration 13Q: 3 clusters Score -2902630 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2903012.250000 Penalty: 3363.895264
	Iteration 14Q: 3 clusters Score -2903012 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -2903355.250000 Penalty: 3363.895264
	Iteration 15Q: 3 clusters Score -2903355 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -2903639.500000 Penalty: 3363.895264
	Iteration 16Q: 3 clusters Score -2903640 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2903903.750000 Penalty: 3363.895264
	Iteration 17Q: 3 clusters Score -2903904 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2904111.000000 Penalty: 3363.895264
	Iteration 18Q: 3 clusters Score -2904111 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2904289.250000 Penalty: 3363.895264
	Iteration 19Q: 3 clusters Score -2904289 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -2904433.750000 Penalty: 3363.895264
	Iteration 20F: 3 clusters Score -2904434 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2904568.000000 Penalty: 3363.895264
	Iteration 21Q: 3 clusters Score -2904568 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2904679.500000 Penalty: 3363.895264
	Iteration 22Q: 3 clusters Score -2904680 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2904805.000000 Penalty: 3363.895264
	Iteration 23Q: 3 clusters Score -2904805 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2904972.500000 Penalty: 3363.895264
	Iteration 24Q: 3 clusters Score -2904972 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2905102.500000 Penalty: 3363.895264
	Iteration 25Q: 3 clusters Score -2905102 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2905249.250000 Penalty: 3363.895264
	Iteration 26Q: 3 clusters Score -2905249 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2905365.750000 Penalty: 3363.895264
	Iteration 27Q: 3 clusters Score -2905366 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2905507.000000 Penalty: 3363.895264
	Iteration 28Q: 3 clusters Score -2905507 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2905627.500000 Penalty: 3363.895264
	Iteration 29Q: 3 clusters Score -2905628 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -2905742.250000 Penalty: 3363.895264
	Iteration 30Q: 3 clusters Score -2905742 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -2905844.750000 Penalty: 3363.895264
	Iteration 31Q: 3 clusters Score -2905845 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -2905936.750000 Penalty: 3363.895264
	Iteration 32Q: 3 clusters Score -2905937 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -2906046.250000 Penalty: 3363.895264
	Iteration 33Q: 3 clusters Score -2906046 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2906150.000000 Penalty: 3363.895264
	Iteration 34Q: 3 clusters Score -2906150 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2906228.000000 Penalty: 3363.895264
	Iteration 35Q: 3 clusters Score -2906228 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2906320.250000 Penalty: 3363.895264
	Iteration 36Q: 3 clusters Score -2906320 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -2906411.500000 Penalty: 3363.895264
	Iteration 37Q: 3 clusters Score -2906412 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -2906527.000000 Penalty: 3363.895264
	Iteration 38Q: 3 clusters Score -2906527 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -2906601.500000 Penalty: 3363.895264
	Iteration 39Q: 3 clusters Score -2906602 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -2906692.250000 Penalty: 3363.895264
	Iteration 40F: 3 clusters Score -2906692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -2906756.500000 Penalty: 3363.895264
	Iteration 41Q: 3 clusters Score -2906756 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2906824.750000 Penalty: 3363.895264
	Iteration 42Q: 3 clusters Score -2906825 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -2906898.750000 Penalty: 3363.895264
	Iteration 43Q: 3 clusters Score -2906899 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -2906969.000000 Penalty: 3363.895264
	Iteration 44Q: 3 clusters Score -2906969 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -2907024.250000 Penalty: 3363.895264
	Iteration 45Q: 3 clusters Score -2907024 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -2907069.500000 Penalty: 3363.895264
	Iteration 46Q: 3 clusters Score -2907070 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -2907110.750000 Penalty: 3363.895264
	Iteration 47Q: 3 clusters Score -2907111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -2907153.250000 Penalty: 3363.895264
	Iteration 48Q: 3 clusters Score -2907153 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -2907201.250000 Penalty: 3363.895264
	Iteration 49Q: 3 clusters Score -2907201 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -2907241.000000 Penalty: 3363.895264
	Iteration 50Q: 3 clusters Score -2907241 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -2907272.500000 Penalty: 3363.895264
	Iteration 51Q: 3 clusters Score -2907272 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -2907297.750000 Penalty: 3363.895264
	Iteration 52Q: 3 clusters Score -2907298 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -2907334.250000 Penalty: 3363.895264
	Iteration 53Q: 3 clusters Score -2907334 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2907359.500000 Penalty: 3363.895264
	Iteration 54Q: 3 clusters Score -2907360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -2907388.750000 Penalty: 3363.895264
	Iteration 55Q: 3 clusters Score -2907389 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -2907419.500000 Penalty: 3363.895264
	Iteration 56Q: 3 clusters Score -2907420 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -2907454.500000 Penalty: 3363.895264
	Iteration 57Q: 3 clusters Score -2907454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 28116 members 
Entering Unmasked Estep 
Score: -2907468.750000 Penalty: 3363.895264
	Iteration 58Q: 3 clusters Score -2907469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -2907480.000000 Penalty: 3363.895264
	Iteration 59Q: 3 clusters Score -2907480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -2907510.750000 Penalty: 3363.895264
	Iteration 60F: 3 clusters Score -2907511 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -2907523.750000 Penalty: 3363.895264
	Iteration 61Q: 3 clusters Score -2907524 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -2907539.250000 Penalty: 3363.895264
	Iteration 62Q: 3 clusters Score -2907539 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -2907560.250000 Penalty: 3363.895264
	Iteration 63Q: 3 clusters Score -2907560 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -2907587.000000 Penalty: 3363.895264
	Iteration 64Q: 3 clusters Score -2907587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -2907611.750000 Penalty: 3363.895264
	Iteration 65Q: 3 clusters Score -2907612 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -2907637.500000 Penalty: 3363.895264
	Iteration 66Q: 3 clusters Score -2907638 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -2907654.500000 Penalty: 3363.895264
	Iteration 67Q: 3 clusters Score -2907654 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -2907678.500000 Penalty: 3363.895264
	Iteration 68Q: 3 clusters Score -2907678 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -2907694.750000 Penalty: 3363.895264
	Iteration 69Q: 3 clusters Score -2907695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -2907700.750000 Penalty: 3363.895264
	Iteration 70Q: 3 clusters Score -2907701 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -2907719.500000 Penalty: 3363.895264
	Iteration 71Q: 3 clusters Score -2907720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -2907730.750000 Penalty: 3363.895264
	Iteration 72Q: 3 clusters Score -2907731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -2907742.750000 Penalty: 3363.895264
	Iteration 73Q: 3 clusters Score -2907743 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -2907753.500000 Penalty: 3363.895264
	Iteration 74Q: 3 clusters Score -2907754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -2907757.000000 Penalty: 3363.895264
	Iteration 75Q: 3 clusters Score -2907757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -2907767.500000 Penalty: 3363.895264
	Iteration 76Q: 3 clusters Score -2907768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -2907768.250000 Penalty: 3363.895264
	Iteration 77Q: 3 clusters Score -2907768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2907767.250000 Penalty: 3363.895264
	Iteration 78Q: 3 clusters Score -2907767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -2907766.750000 Penalty: 3363.895264
	Iteration 79Q: 3 clusters Score -2907767 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -2907779.250000 Penalty: 3363.895264
	Iteration 80F: 3 clusters Score -2907779 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -2907789.500000 Penalty: 3363.895264
	Iteration 81Q: 3 clusters Score -2907790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -2907797.000000 Penalty: 3363.895264
	Iteration 82Q: 3 clusters Score -2907797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -2907801.500000 Penalty: 3363.895264
	Iteration 83Q: 3 clusters Score -2907802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -2907804.500000 Penalty: 3363.895264
	Iteration 84Q: 3 clusters Score -2907804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -2907816.250000 Penalty: 3363.895264
	Iteration 85Q: 3 clusters Score -2907816 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -2907816.000000 Penalty: 3363.895264
	Iteration 86Q: 3 clusters Score -2907816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2907817.000000 Penalty: 3363.895264
	Iteration 87Q: 3 clusters Score -2907817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -2907816.000000 Penalty: 3363.895264
	Iteration 88Q: 3 clusters Score -2907816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -2907818.750000 Penalty: 3363.895264
	Iteration 89Q: 3 clusters Score -2907819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 29648 members 
Entering Unmasked Estep 
Score: -2907818.750000 Penalty: 3363.895264
	Iteration 90Q: 3 clusters Score -2907819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -2907826.250000 Penalty: 3363.895264
	Iteration 91Q: 3 clusters Score -2907826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -2907833.250000 Penalty: 3363.895264
	Iteration 92Q: 3 clusters Score -2907833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -2907837.750000 Penalty: 3363.895264
	Iteration 93Q: 3 clusters Score -2907838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -2907842.750000 Penalty: 3363.895264
	Iteration 94Q: 3 clusters Score -2907843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 29717 members 
Entering Unmasked Estep 
Score: -2907845.500000 Penalty: 3363.895264
	Iteration 95Q: 3 clusters Score -2907846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -2907852.500000 Penalty: 3363.895264
	Iteration 96Q: 3 clusters Score -2907852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -2907859.500000 Penalty: 3363.895264
	Iteration 97Q: 3 clusters Score -2907860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2907862.750000 Penalty: 3363.895264
	Iteration 98Q: 3 clusters Score -2907863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -2907865.250000 Penalty: 3363.895264
	Iteration 99Q: 3 clusters Score -2907865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -2907865.750000 Penalty: 3363.895264
	Iteration 100F: 3 clusters Score -2907866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -2907879.750000 Penalty: 3363.895264
	Iteration 101Q: 3 clusters Score -2907880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -2907882.750000 Penalty: 3363.895264
	Iteration 102Q: 3 clusters Score -2907883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -2907883.250000 Penalty: 3363.895264
	Iteration 103Q: 3 clusters Score -2907883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -2907884.750000 Penalty: 3363.895264
	Iteration 104Q: 3 clusters Score -2907885 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -2907888.750000 Penalty: 3363.895264
	Iteration 105Q: 3 clusters Score -2907889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -2907891.000000 Penalty: 3363.895264
	Iteration 106Q: 3 clusters Score -2907891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -2907893.000000 Penalty: 3363.895264
	Iteration 107Q: 3 clusters Score -2907893 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -2907896.500000 Penalty: 3363.895264
	Iteration 108Q: 3 clusters Score -2907896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -2907904.750000 Penalty: 3363.895264
	Iteration 109Q: 3 clusters Score -2907905 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -2907914.750000 Penalty: 3363.895264
	Iteration 110Q: 3 clusters Score -2907915 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -2907933.750000 Penalty: 3363.895264
	Iteration 111Q: 3 clusters Score -2907934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -2907940.750000 Penalty: 3363.895264
	Iteration 112Q: 3 clusters Score -2907941 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -2907945.250000 Penalty: 3363.895264
	Iteration 113Q: 3 clusters Score -2907945 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 30085 members 
Entering Unmasked Estep 
Score: -2907950.250000 Penalty: 3363.895264
	Iteration 114Q: 3 clusters Score -2907950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -2907958.750000 Penalty: 3363.895264
	Iteration 115Q: 3 clusters Score -2907959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -2907963.000000 Penalty: 3363.895264
	Iteration 116Q: 3 clusters Score -2907963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -2907977.000000 Penalty: 3363.895264
	Iteration 117Q: 3 clusters Score -2907977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -2907977.500000 Penalty: 3363.895264
	Iteration 118Q: 3 clusters Score -2907978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -2907988.000000 Penalty: 3363.895264
	Iteration 119Q: 3 clusters Score -2907988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -2907995.500000 Penalty: 3363.895264
	Iteration 120F: 3 clusters Score -2907996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 30217 members 
Entering Unmasked Estep 
Score: -2907999.250000 Penalty: 3363.895264
	Iteration 121Q: 3 clusters Score -2907999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -2908008.000000 Penalty: 3363.895264
	Iteration 122Q: 3 clusters Score -2908008 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -2908015.750000 Penalty: 3363.895264
	Iteration 123Q: 3 clusters Score -2908016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -2908024.750000 Penalty: 3363.895264
	Iteration 124Q: 3 clusters Score -2908025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -2908035.500000 Penalty: 3363.895264
	Iteration 125Q: 3 clusters Score -2908036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -2908040.750000 Penalty: 3363.895264
	Iteration 126Q: 3 clusters Score -2908041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -2908054.500000 Penalty: 3363.895264
	Iteration 127Q: 3 clusters Score -2908054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -2908065.000000 Penalty: 3363.895264
	Iteration 128Q: 3 clusters Score -2908065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -2908066.500000 Penalty: 3363.895264
	Iteration 129Q: 3 clusters Score -2908066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -2908062.750000 Penalty: 3363.895264
	Iteration 130Q: 3 clusters Score -2908063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -2908071.750000 Penalty: 3363.895264
	Iteration 131Q: 3 clusters Score -2908072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -2908067.750000 Penalty: 3363.895264
	Iteration 132Q: 3 clusters Score -2908068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -2908070.750000 Penalty: 3363.895264
	Iteration 133Q: 3 clusters Score -2908071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -2908075.250000 Penalty: 3363.895264
	Iteration 134Q: 3 clusters Score -2908075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -2908073.250000 Penalty: 3363.895264
	Iteration 135Q: 3 clusters Score -2908073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -2908076.750000 Penalty: 3363.895264
	Iteration 136Q: 3 clusters Score -2908077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -2908074.500000 Penalty: 3363.895264
	Iteration 137Q: 3 clusters Score -2908074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -2908076.500000 Penalty: 3363.895264
	Iteration 138Q: 3 clusters Score -2908076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -2908087.250000 Penalty: 3363.895264
	Iteration 139Q: 3 clusters Score -2908087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -2908092.500000 Penalty: 3363.895264
	Iteration 140F: 3 clusters Score -2908092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -2908101.750000 Penalty: 3363.895264
	Iteration 141Q: 3 clusters Score -2908102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -2908102.000000 Penalty: 3363.895264
	Iteration 142Q: 3 clusters Score -2908102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -2908101.500000 Penalty: 3363.895264
	Iteration 143Q: 3 clusters Score -2908102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2908099.750000 Penalty: 3363.895264
	Iteration 144Q: 3 clusters Score -2908100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -2908101.750000 Penalty: 3363.895264
	Iteration 145Q: 3 clusters Score -2908102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -2908103.750000 Penalty: 3363.895264
	Iteration 146Q: 3 clusters Score -2908104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -2908103.750000 Penalty: 3363.895264
	Iteration 147Q: 3 clusters Score -2908104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -2908103.750000 Penalty: 3363.895264
	Iteration 148F: 3 clusters Score -2908104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Entering Unmasked Estep 
Score: -299250.343750 Penalty: 1321.086792
	Iteration 0F: 2 clusters Score -299250.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -296289.906250 Penalty: 2642.173584
	Iteration 0F: 3 clusters Score -296289.9 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -296970.937500 Penalty: 2642.173584
	Iteration 1F: 3 clusters Score -296970.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -297112.562500 Penalty: 2642.173584
	Iteration 2F: 3 clusters Score -297112.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -297223.968750 Penalty: 2642.173584
	Iteration 3F: 3 clusters Score -297224 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -297328.500000 Penalty: 2642.173584
	Iteration 4Q: 3 clusters Score -297328.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -297407.718750 Penalty: 2642.173584
	Iteration 5Q: 3 clusters Score -297407.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297480.406250 Penalty: 2642.173584
	Iteration 6Q: 3 clusters Score -297480.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -297542.187500 Penalty: 2642.173584
	Iteration 7Q: 3 clusters Score -297542.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -297597.750000 Penalty: 2642.173584
	Iteration 8Q: 3 clusters Score -297597.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -297651.437500 Penalty: 2642.173584
	Iteration 9Q: 3 clusters Score -297651.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -297719.875000 Penalty: 2642.173584
	Iteration 10Q: 3 clusters Score -297719.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -297794.187500 Penalty: 2642.173584
	Iteration 11Q: 3 clusters Score -297794.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -297888.843750 Penalty: 2642.173584
	Iteration 12Q: 3 clusters Score -297888.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -297984.875000 Penalty: 2642.173584
	Iteration 13Q: 3 clusters Score -297984.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -298070.375000 Penalty: 2642.173584
	Iteration 14Q: 3 clusters Score -298070.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -298133.343750 Penalty: 2642.173584
	Iteration 15Q: 3 clusters Score -298133.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -298185.750000 Penalty: 2642.173584
	Iteration 16Q: 3 clusters Score -298185.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -298226.375000 Penalty: 2642.173584
	Iteration 17Q: 3 clusters Score -298226.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -298272.187500 Penalty: 2642.173584
	Iteration 18Q: 3 clusters Score -298272.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -298316.187500 Penalty: 2642.173584
	Iteration 19Q: 3 clusters Score -298316.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -298359.281250 Penalty: 2642.173584
	Iteration 20F: 3 clusters Score -298359.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -298393.875000 Penalty: 2642.173584
	Iteration 21Q: 3 clusters Score -298393.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -298421.531250 Penalty: 2642.173584
	Iteration 22Q: 3 clusters Score -298421.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -298447.062500 Penalty: 2642.173584
	Iteration 23Q: 3 clusters Score -298447.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -298459.406250 Penalty: 2642.173584
	Iteration 24Q: 3 clusters Score -298459.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -298471.062500 Penalty: 2642.173584
	Iteration 25Q: 3 clusters Score -298471.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -298483.375000 Penalty: 2642.173584
	Iteration 26Q: 3 clusters Score -298483.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -298493.625000 Penalty: 2642.173584
	Iteration 27Q: 3 clusters Score -298493.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -298503.125000 Penalty: 2642.173584
	Iteration 28Q: 3 clusters Score -298503.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -298509.187500 Penalty: 2642.173584
	Iteration 29Q: 3 clusters Score -298509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -298512.187500 Penalty: 2642.173584
	Iteration 30Q: 3 clusters Score -298512.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -298515.593750 Penalty: 2642.173584
	Iteration 31Q: 3 clusters Score -298515.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -298520.187500 Penalty: 2642.173584
	Iteration 32Q: 3 clusters Score -298520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -298525.312500 Penalty: 2642.173584
	Iteration 33Q: 3 clusters Score -298525.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -298530.406250 Penalty: 2642.173584
	Iteration 34Q: 3 clusters Score -298530.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -298535.937500 Penalty: 2642.173584
	Iteration 35Q: 3 clusters Score -298535.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -298544.687500 Penalty: 2642.173584
	Iteration 36Q: 3 clusters Score -298544.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -298552.000000 Penalty: 2642.173584
	Iteration 37Q: 3 clusters Score -298552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -298558.468750 Penalty: 2642.173584
	Iteration 38Q: 3 clusters Score -298558.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -298565.000000 Penalty: 2642.173584
	Iteration 39Q: 3 clusters Score -298565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -298567.406250 Penalty: 2642.173584
	Iteration 40F: 3 clusters Score -298567.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -298571.906250 Penalty: 2642.173584
	Iteration 41Q: 3 clusters Score -298571.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -298574.375000 Penalty: 2642.173584
	Iteration 42Q: 3 clusters Score -298574.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -298576.656250 Penalty: 2642.173584
	Iteration 43Q: 3 clusters Score -298576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -298577.312500 Penalty: 2642.173584
	Iteration 44Q: 3 clusters Score -298577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -298579.656250 Penalty: 2642.173584
	Iteration 45Q: 3 clusters Score -298579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -298581.593750 Penalty: 2642.173584
	Iteration 46Q: 3 clusters Score -298581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -298582.500000 Penalty: 2642.173584
	Iteration 47Q: 3 clusters Score -298582.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -298583.281250 Penalty: 2642.173584
	Iteration 48Q: 3 clusters Score -298583.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -298583.281250 Penalty: 2642.173584
	Iteration 49F: 3 clusters Score -298583.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Entering Unmasked Estep 
Score: -1317413.500000 Penalty: 1561.306763
	Iteration 0F: 2 clusters Score -1317414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1307220.250000 Penalty: 3122.613525
	Iteration 0F: 3 clusters Score -1307220 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1311125.125000 Penalty: 3122.613525
	Iteration 1F: 3 clusters Score -1311125 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1311762.500000 Penalty: 3122.613525
	Iteration 2F: 3 clusters Score -1311762 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1312428.375000 Penalty: 3122.613525
	Iteration 3F: 3 clusters Score -1312428 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1313166.625000 Penalty: 3122.613525
	Iteration 4F: 3 clusters Score -1313167 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1313955.875000 Penalty: 3122.613525
	Iteration 5F: 3 clusters Score -1313956 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1314610.875000 Penalty: 3122.613525
	Iteration 6F: 3 clusters Score -1314611 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1315052.750000 Penalty: 3122.613525
	Iteration 7Q: 3 clusters Score -1315053 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1315406.625000 Penalty: 3122.613525
	Iteration 8Q: 3 clusters Score -1315407 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1315619.250000 Penalty: 3122.613525
	Iteration 9Q: 3 clusters Score -1315619 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1315779.500000 Penalty: 3122.613525
	Iteration 10Q: 3 clusters Score -1315780 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1315901.250000 Penalty: 3122.613525
	Iteration 11Q: 3 clusters Score -1315901 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1315983.125000 Penalty: 3122.613525
	Iteration 12Q: 3 clusters Score -1315983 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1316060.500000 Penalty: 3122.613525
	Iteration 13Q: 3 clusters Score -1316060 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1316129.125000 Penalty: 3122.613525
	Iteration 14Q: 3 clusters Score -1316129 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1316201.250000 Penalty: 3122.613525
	Iteration 15Q: 3 clusters Score -1316201 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1316258.000000 Penalty: 3122.613525
	Iteration 16Q: 3 clusters Score -1316258 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1316314.375000 Penalty: 3122.613525
	Iteration 17Q: 3 clusters Score -1316314 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1316382.875000 Penalty: 3122.613525
	Iteration 18Q: 3 clusters Score -1316383 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1316457.875000 Penalty: 3122.613525
	Iteration 19Q: 3 clusters Score -1316458 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1316546.625000 Penalty: 3122.613525
	Iteration 20F: 3 clusters Score -1316547 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1316669.000000 Penalty: 3122.613525
	Iteration 21Q: 3 clusters Score -1316669 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1316818.250000 Penalty: 3122.613525
	Iteration 22Q: 3 clusters Score -1316818 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1316973.625000 Penalty: 3122.613525
	Iteration 23Q: 3 clusters Score -1316974 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1317082.625000 Penalty: 3122.613525
	Iteration 24Q: 3 clusters Score -1317083 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1317164.625000 Penalty: 3122.613525
	Iteration 25Q: 3 clusters Score -1317165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1317225.625000 Penalty: 3122.613525
	Iteration 26Q: 3 clusters Score -1317226 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1317257.375000 Penalty: 3122.613525
	Iteration 27Q: 3 clusters Score -1317257 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1317286.250000 Penalty: 3122.613525
	Iteration 28Q: 3 clusters Score -1317286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1317306.625000 Penalty: 3122.613525
	Iteration 29Q: 3 clusters Score -1317307 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1317320.375000 Penalty: 3122.613525
	Iteration 30Q: 3 clusters Score -1317320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1317332.000000 Penalty: 3122.613525
	Iteration 31Q: 3 clusters Score -1317332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1317341.375000 Penalty: 3122.613525
	Iteration 32Q: 3 clusters Score -1317341 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1317351.875000 Penalty: 3122.613525
	Iteration 33Q: 3 clusters Score -1317352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1317356.625000 Penalty: 3122.613525
	Iteration 34Q: 3 clusters Score -1317357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1317366.500000 Penalty: 3122.613525
	Iteration 35Q: 3 clusters Score -1317366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1317371.000000 Penalty: 3122.613525
	Iteration 36Q: 3 clusters Score -1317371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1317375.000000 Penalty: 3122.613525
	Iteration 37Q: 3 clusters Score -1317375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1317382.750000 Penalty: 3122.613525
	Iteration 38Q: 3 clusters Score -1317383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1317390.500000 Penalty: 3122.613525
	Iteration 39Q: 3 clusters Score -1317390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1317395.250000 Penalty: 3122.613525
	Iteration 40F: 3 clusters Score -1317395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1317400.375000 Penalty: 3122.613525
	Iteration 41Q: 3 clusters Score -1317400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1317405.625000 Penalty: 3122.613525
	Iteration 42Q: 3 clusters Score -1317406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1317418.500000 Penalty: 3122.613525
	Iteration 43Q: 3 clusters Score -1317418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1317422.750000 Penalty: 3122.613525
	Iteration 44Q: 3 clusters Score -1317423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1317436.500000 Penalty: 3122.613525
	Iteration 45Q: 3 clusters Score -1317436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1317443.875000 Penalty: 3122.613525
	Iteration 46Q: 3 clusters Score -1317444 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1317458.750000 Penalty: 3122.613525
	Iteration 47Q: 3 clusters Score -1317459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1317467.750000 Penalty: 3122.613525
	Iteration 48Q: 3 clusters Score -1317468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1317481.750000 Penalty: 3122.613525
	Iteration 49Q: 3 clusters Score -1317482 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1317491.125000 Penalty: 3122.613525
	Iteration 50Q: 3 clusters Score -1317491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1317503.000000 Penalty: 3122.613525
	Iteration 51Q: 3 clusters Score -1317503 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1317510.500000 Penalty: 3122.613525
	Iteration 52Q: 3 clusters Score -1317510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1317513.875000 Penalty: 3122.613525
	Iteration 53Q: 3 clusters Score -1317514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1317518.250000 Penalty: 3122.613525
	Iteration 54Q: 3 clusters Score -1317518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1317516.875000 Penalty: 3122.613525
	Iteration 55Q: 3 clusters Score -1317517 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1317527.625000 Penalty: 3122.613525
	Iteration 56Q: 3 clusters Score -1317528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1317530.125000 Penalty: 3122.613525
	Iteration 57Q: 3 clusters Score -1317530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1317532.125000 Penalty: 3122.613525
	Iteration 58Q: 3 clusters Score -1317532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1317538.125000 Penalty: 3122.613525
	Iteration 59Q: 3 clusters Score -1317538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1317542.750000 Penalty: 3122.613525
	Iteration 60F: 3 clusters Score -1317543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1317541.375000 Penalty: 3122.613525
	Iteration 61Q: 3 clusters Score -1317541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1317543.875000 Penalty: 3122.613525
	Iteration 62Q: 3 clusters Score -1317544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1317540.875000 Penalty: 3122.613525
	Iteration 63Q: 3 clusters Score -1317541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1317540.625000 Penalty: 3122.613525
	Iteration 64Q: 3 clusters Score -1317541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1317541.250000 Penalty: 3122.613525
	Iteration 65Q: 3 clusters Score -1317541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1317541.125000 Penalty: 3122.613525
	Iteration 66Q: 3 clusters Score -1317541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1317541.375000 Penalty: 3122.613525
	Iteration 67Q: 3 clusters Score -1317541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1317541.500000 Penalty: 3122.613525
	Iteration 68Q: 3 clusters Score -1317542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1317539.750000 Penalty: 3122.613525
	Iteration 69Q: 3 clusters Score -1317540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1317540.625000 Penalty: 3122.613525
	Iteration 70Q: 3 clusters Score -1317541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1317540.625000 Penalty: 3122.613525
	Iteration 71F: 3 clusters Score -1317541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 28376 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 11419 members 
Mstep: Class 8 contains 16794 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 31271 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 11879 members 
Mstep: Class 14 contains 34057 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 67340 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 5143 members 
Mstep: Class 22 contains 3005 members 
Entering Unmasked Estep 
Score: -24813474.000000 Penalty: 44861.425781
Splitting cluster 13 changes total score from -24813750.000000 to -24813474.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (34057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Entering Unmasked Estep 
Score: -3058755.250000 Penalty: 1695.816040
	Iteration 0F: 2 clusters Score -3058755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3035755.000000 Penalty: 3391.632080
	Iteration 0F: 3 clusters Score -3035755 nChanged 15802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3044646.750000 Penalty: 3391.632080
	Iteration 1F: 3 clusters Score -3044647 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3045209.250000 Penalty: 3391.632080
	Iteration 2Q: 3 clusters Score -3045209 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -3046002.500000 Penalty: 3391.632080
	Iteration 3F: 3 clusters Score -3046002 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -3047325.750000 Penalty: 3391.632080
	Iteration 4F: 3 clusters Score -3047326 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -3049328.750000 Penalty: 3391.632080
	Iteration 5F: 3 clusters Score -3049329 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3051876.500000 Penalty: 3391.632080
	Iteration 6F: 3 clusters Score -3051876 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -3054264.250000 Penalty: 3391.632080
	Iteration 7F: 3 clusters Score -3054264 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3055909.500000 Penalty: 3391.632080
	Iteration 8Q: 3 clusters Score -3055910 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3056690.500000 Penalty: 3391.632080
	Iteration 9Q: 3 clusters Score -3056690 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3057001.500000 Penalty: 3391.632080
	Iteration 10Q: 3 clusters Score -3057002 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33746 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3057127.750000 Penalty: 3391.632080
	Iteration 11Q: 3 clusters Score -3057128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3057196.750000 Penalty: 3391.632080
	Iteration 12Q: 3 clusters Score -3057197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3057230.500000 Penalty: 3391.632080
	Iteration 13Q: 3 clusters Score -3057230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3057264.500000 Penalty: 3391.632080
	Iteration 14Q: 3 clusters Score -3057264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3057298.500000 Penalty: 3391.632080
	Iteration 15Q: 3 clusters Score -3057298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3057312.250000 Penalty: 3391.632080
	Iteration 16Q: 3 clusters Score -3057312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33814 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3057322.500000 Penalty: 3391.632080
	Iteration 17Q: 3 clusters Score -3057322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3057333.000000 Penalty: 3391.632080
	Iteration 18Q: 3 clusters Score -3057333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3057334.750000 Penalty: 3391.632080
	Iteration 19Q: 3 clusters Score -3057335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3057341.250000 Penalty: 3391.632080
	Iteration 20F: 3 clusters Score -3057341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3057349.250000 Penalty: 3391.632080
	Iteration 21Q: 3 clusters Score -3057349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3057356.250000 Penalty: 3391.632080
	Iteration 22Q: 3 clusters Score -3057356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3057366.500000 Penalty: 3391.632080
	Iteration 23Q: 3 clusters Score -3057366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3057374.250000 Penalty: 3391.632080
	Iteration 24Q: 3 clusters Score -3057374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3057374.000000 Penalty: 3391.632080
	Iteration 25Q: 3 clusters Score -3057374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3057374.000000 Penalty: 3391.632080
	Iteration 26F: 3 clusters Score -3057374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Entering Unmasked Estep 
Score: -486932.156250 Penalty: 1396.218750
	Iteration 0F: 2 clusters Score -486932.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -482751.406250 Penalty: 2792.437500
	Iteration 0F: 3 clusters Score -482751.4 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -484111.406250 Penalty: 2792.437500
	Iteration 1F: 3 clusters Score -484111.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -484342.843750 Penalty: 2792.437500
	Iteration 2F: 3 clusters Score -484342.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -484537.875000 Penalty: 2792.437500
	Iteration 3F: 3 clusters Score -484537.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -484718.062500 Penalty: 2792.437500
	Iteration 4F: 3 clusters Score -484718.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -484848.187500 Penalty: 2792.437500
	Iteration 5Q: 3 clusters Score -484848.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -484992.968750 Penalty: 2792.437500
	Iteration 6Q: 3 clusters Score -484993 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -485134.375000 Penalty: 2792.437500
	Iteration 7Q: 3 clusters Score -485134.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -485248.937500 Penalty: 2792.437500
	Iteration 8Q: 3 clusters Score -485248.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -485333.500000 Penalty: 2792.437500
	Iteration 9Q: 3 clusters Score -485333.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -485382.500000 Penalty: 2792.437500
	Iteration 10Q: 3 clusters Score -485382.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -485423.906250 Penalty: 2792.437500
	Iteration 11Q: 3 clusters Score -485423.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -485451.437500 Penalty: 2792.437500
	Iteration 12Q: 3 clusters Score -485451.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -485474.937500 Penalty: 2792.437500
	Iteration 13Q: 3 clusters Score -485474.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -485500.437500 Penalty: 2792.437500
	Iteration 14Q: 3 clusters Score -485500.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -485527.281250 Penalty: 2792.437500
	Iteration 15Q: 3 clusters Score -485527.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -485559.187500 Penalty: 2792.437500
	Iteration 16Q: 3 clusters Score -485559.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -485589.125000 Penalty: 2792.437500
	Iteration 17Q: 3 clusters Score -485589.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -485616.750000 Penalty: 2792.437500
	Iteration 18Q: 3 clusters Score -485616.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -485636.437500 Penalty: 2792.437500
	Iteration 19Q: 3 clusters Score -485636.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -485661.656250 Penalty: 2792.437500
	Iteration 20F: 3 clusters Score -485661.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -485681.312500 Penalty: 2792.437500
	Iteration 21Q: 3 clusters Score -485681.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -485694.000000 Penalty: 2792.437500
	Iteration 22Q: 3 clusters Score -485694 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -485707.687500 Penalty: 2792.437500
	Iteration 23Q: 3 clusters Score -485707.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -485717.468750 Penalty: 2792.437500
	Iteration 24Q: 3 clusters Score -485717.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -485725.937500 Penalty: 2792.437500
	Iteration 25Q: 3 clusters Score -485725.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -485738.500000 Penalty: 2792.437500
	Iteration 26Q: 3 clusters Score -485738.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -485749.656250 Penalty: 2792.437500
	Iteration 27Q: 3 clusters Score -485749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -485758.406250 Penalty: 2792.437500
	Iteration 28Q: 3 clusters Score -485758.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -485765.687500 Penalty: 2792.437500
	Iteration 29Q: 3 clusters Score -485765.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -485772.437500 Penalty: 2792.437500
	Iteration 30Q: 3 clusters Score -485772.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -485776.343750 Penalty: 2792.437500
	Iteration 31Q: 3 clusters Score -485776.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -485781.218750 Penalty: 2792.437500
	Iteration 32Q: 3 clusters Score -485781.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -485784.937500 Penalty: 2792.437500
	Iteration 33Q: 3 clusters Score -485784.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -485787.531250 Penalty: 2792.437500
	Iteration 34Q: 3 clusters Score -485787.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -485790.437500 Penalty: 2792.437500
	Iteration 35Q: 3 clusters Score -485790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -485795.281250 Penalty: 2792.437500
	Iteration 36Q: 3 clusters Score -485795.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -485797.437500 Penalty: 2792.437500
	Iteration 37Q: 3 clusters Score -485797.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -485800.343750 Penalty: 2792.437500
	Iteration 38Q: 3 clusters Score -485800.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -485801.750000 Penalty: 2792.437500
	Iteration 39Q: 3 clusters Score -485801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -485803.718750 Penalty: 2792.437500
	Iteration 40F: 3 clusters Score -485803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -485804.000000 Penalty: 2792.437500
	Iteration 41Q: 3 clusters Score -485804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -485805.187500 Penalty: 2792.437500
	Iteration 42Q: 3 clusters Score -485805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -485806.656250 Penalty: 2792.437500
	Iteration 43Q: 3 clusters Score -485806.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -485806.843750 Penalty: 2792.437500
	Iteration 44Q: 3 clusters Score -485806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -485807.343750 Penalty: 2792.437500
	Iteration 45Q: 3 clusters Score -485807.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -485808.156250 Penalty: 2792.437500
	Iteration 46Q: 3 clusters Score -485808.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -485808.812500 Penalty: 2792.437500
	Iteration 47Q: 3 clusters Score -485808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -485809.406250 Penalty: 2792.437500
	Iteration 48Q: 3 clusters Score -485809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -485810.250000 Penalty: 2792.437500
	Iteration 49Q: 3 clusters Score -485810.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -485811.843750 Penalty: 2792.437500
	Iteration 50Q: 3 clusters Score -485811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -485812.125000 Penalty: 2792.437500
	Iteration 51Q: 3 clusters Score -485812.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -485813.906250 Penalty: 2792.437500
	Iteration 52Q: 3 clusters Score -485813.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -485820.500000 Penalty: 2792.437500
	Iteration 53Q: 3 clusters Score -485820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -485825.375000 Penalty: 2792.437500
	Iteration 54Q: 3 clusters Score -485825.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -485829.437500 Penalty: 2792.437500
	Iteration 55Q: 3 clusters Score -485829.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -485834.781250 Penalty: 2792.437500
	Iteration 56Q: 3 clusters Score -485834.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -485838.812500 Penalty: 2792.437500
	Iteration 57Q: 3 clusters Score -485838.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -485842.781250 Penalty: 2792.437500
	Iteration 58Q: 3 clusters Score -485842.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -485845.625000 Penalty: 2792.437500
	Iteration 59Q: 3 clusters Score -485845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -485846.750000 Penalty: 2792.437500
	Iteration 60F: 3 clusters Score -485846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -485849.031250 Penalty: 2792.437500
	Iteration 61Q: 3 clusters Score -485849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -485849.343750 Penalty: 2792.437500
	Iteration 62Q: 3 clusters Score -485849.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -485850.250000 Penalty: 2792.437500
	Iteration 63Q: 3 clusters Score -485850.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -485851.875000 Penalty: 2792.437500
	Iteration 64Q: 3 clusters Score -485851.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -485853.937500 Penalty: 2792.437500
	Iteration 65Q: 3 clusters Score -485853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -485856.468750 Penalty: 2792.437500
	Iteration 66Q: 3 clusters Score -485856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -485860.375000 Penalty: 2792.437500
	Iteration 67Q: 3 clusters Score -485860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -485862.343750 Penalty: 2792.437500
	Iteration 68Q: 3 clusters Score -485862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -485863.937500 Penalty: 2792.437500
	Iteration 69Q: 3 clusters Score -485863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -485866.406250 Penalty: 2792.437500
	Iteration 70Q: 3 clusters Score -485866.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -485872.312500 Penalty: 2792.437500
	Iteration 71Q: 3 clusters Score -485872.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -485877.343750 Penalty: 2792.437500
	Iteration 72Q: 3 clusters Score -485877.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -485879.187500 Penalty: 2792.437500
	Iteration 73Q: 3 clusters Score -485879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -485880.718750 Penalty: 2792.437500
	Iteration 74Q: 3 clusters Score -485880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -485882.906250 Penalty: 2792.437500
	Iteration 75Q: 3 clusters Score -485882.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -485884.750000 Penalty: 2792.437500
	Iteration 76Q: 3 clusters Score -485884.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -485887.406250 Penalty: 2792.437500
	Iteration 77Q: 3 clusters Score -485887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -485888.781250 Penalty: 2792.437500
	Iteration 78Q: 3 clusters Score -485888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -485890.968750 Penalty: 2792.437500
	Iteration 79Q: 3 clusters Score -485891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -485894.406250 Penalty: 2792.437500
	Iteration 80F: 3 clusters Score -485894.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -485898.750000 Penalty: 2792.437500
	Iteration 81Q: 3 clusters Score -485898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -485900.343750 Penalty: 2792.437500
	Iteration 82Q: 3 clusters Score -485900.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -485905.593750 Penalty: 2792.437500
	Iteration 83Q: 3 clusters Score -485905.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -485910.093750 Penalty: 2792.437500
	Iteration 84Q: 3 clusters Score -485910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -485913.656250 Penalty: 2792.437500
	Iteration 85Q: 3 clusters Score -485913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -485918.125000 Penalty: 2792.437500
	Iteration 86Q: 3 clusters Score -485918.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -485921.375000 Penalty: 2792.437500
	Iteration 87Q: 3 clusters Score -485921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -485925.656250 Penalty: 2792.437500
	Iteration 88Q: 3 clusters Score -485925.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -485926.718750 Penalty: 2792.437500
	Iteration 89Q: 3 clusters Score -485926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -485929.187500 Penalty: 2792.437500
	Iteration 90Q: 3 clusters Score -485929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -485929.187500 Penalty: 2792.437500
	Iteration 91F: 3 clusters Score -485929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Entering Unmasked Estep 
Score: -6251483.500000 Penalty: 1806.595337
	Iteration 0F: 2 clusters Score -6251484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6206923.000000 Penalty: 3613.190674
	Iteration 0F: 3 clusters Score -6206923 nChanged 31961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -6225584.000000 Penalty: 3613.190674
	Iteration 1F: 3 clusters Score -6225584 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -6226934.500000 Penalty: 3613.190674
	Iteration 2Q: 3 clusters Score -6226934 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -6228863.500000 Penalty: 3613.190674
	Iteration 3F: 3 clusters Score -6228864 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6231316.000000 Penalty: 3613.190674
	Iteration 4F: 3 clusters Score -6231316 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6234342.000000 Penalty: 3613.190674
	Iteration 5F: 3 clusters Score -6234342 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -6237780.000000 Penalty: 3613.190674
	Iteration 6F: 3 clusters Score -6237780 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -6241357.000000 Penalty: 3613.190674
	Iteration 7F: 3 clusters Score -6241357 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 55389 members 
Entering Unmasked Estep 
Score: -6244210.500000 Penalty: 3613.190674
	Iteration 8Q: 3 clusters Score -6244210 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -6246095.000000 Penalty: 3613.190674
	Iteration 9Q: 3 clusters Score -6246095 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
Score: -6247165.500000 Penalty: 3613.190674
	Iteration 10Q: 3 clusters Score -6247166 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -6247765.000000 Penalty: 3613.190674
	Iteration 11Q: 3 clusters Score -6247765 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 60327 members 
Entering Unmasked Estep 
Score: -6248198.500000 Penalty: 3613.190674
	Iteration 12Q: 3 clusters Score -6248198 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -6248490.000000 Penalty: 3613.190674
	Iteration 13Q: 3 clusters Score -6248490 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
Score: -6248744.000000 Penalty: 3613.190674
	Iteration 14Q: 3 clusters Score -6248744 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 62086 members 
Entering Unmasked Estep 
Score: -6248914.000000 Penalty: 3613.190674
	Iteration 15Q: 3 clusters Score -6248914 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -6249066.500000 Penalty: 3613.190674
	Iteration 16Q: 3 clusters Score -6249066 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 62819 members 
Entering Unmasked Estep 
Score: -6249177.500000 Penalty: 3613.190674
	Iteration 17Q: 3 clusters Score -6249178 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -6249286.500000 Penalty: 3613.190674
	Iteration 18Q: 3 clusters Score -6249286 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -6249391.500000 Penalty: 3613.190674
	Iteration 19Q: 3 clusters Score -6249392 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -6249480.500000 Penalty: 3613.190674
	Iteration 20F: 3 clusters Score -6249480 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 63863 members 
Entering Unmasked Estep 
Score: -6249544.000000 Penalty: 3613.190674
	Iteration 21Q: 3 clusters Score -6249544 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 64046 members 
Entering Unmasked Estep 
Score: -6249585.000000 Penalty: 3613.190674
	Iteration 22Q: 3 clusters Score -6249585 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -6249639.000000 Penalty: 3613.190674
	Iteration 23Q: 3 clusters Score -6249639 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 64366 members 
Entering Unmasked Estep 
Score: -6249672.500000 Penalty: 3613.190674
	Iteration 24Q: 3 clusters Score -6249672 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -6249698.500000 Penalty: 3613.190674
	Iteration 25Q: 3 clusters Score -6249698 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -6249756.000000 Penalty: 3613.190674
	Iteration 26Q: 3 clusters Score -6249756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 64728 members 
Entering Unmasked Estep 
Score: -6249785.500000 Penalty: 3613.190674
	Iteration 27Q: 3 clusters Score -6249786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -6249783.500000 Penalty: 3613.190674
	Iteration 28Q: 3 clusters Score -6249784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 64868 members 
Entering Unmasked Estep 
Score: -6249808.000000 Penalty: 3613.190674
	Iteration 29Q: 3 clusters Score -6249808 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 64919 members 
Entering Unmasked Estep 
Score: -6249825.500000 Penalty: 3613.190674
	Iteration 30Q: 3 clusters Score -6249826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 64970 members 
Entering Unmasked Estep 
Score: -6249844.000000 Penalty: 3613.190674
	Iteration 31Q: 3 clusters Score -6249844 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 65012 members 
Entering Unmasked Estep 
Score: -6249845.000000 Penalty: 3613.190674
	Iteration 32Q: 3 clusters Score -6249845 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -6249849.500000 Penalty: 3613.190674
	Iteration 33Q: 3 clusters Score -6249850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 65092 members 
Entering Unmasked Estep 
Score: -6249859.000000 Penalty: 3613.190674
	Iteration 34Q: 3 clusters Score -6249859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 65126 members 
Entering Unmasked Estep 
Score: -6249864.500000 Penalty: 3613.190674
	Iteration 35Q: 3 clusters Score -6249864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 65159 members 
Entering Unmasked Estep 
Score: -6249878.500000 Penalty: 3613.190674
	Iteration 36Q: 3 clusters Score -6249878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -6249891.500000 Penalty: 3613.190674
	Iteration 37Q: 3 clusters Score -6249892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 65221 members 
Entering Unmasked Estep 
Score: -6249891.000000 Penalty: 3613.190674
	Iteration 38Q: 3 clusters Score -6249891 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 65242 members 
Entering Unmasked Estep 
Score: -6249883.500000 Penalty: 3613.190674
	Iteration 39Q: 3 clusters Score -6249884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 65264 members 
Entering Unmasked Estep 
Score: -6249888.000000 Penalty: 3613.190674
	Iteration 40F: 3 clusters Score -6249888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 65290 members 
Entering Unmasked Estep 
Score: -6249899.500000 Penalty: 3613.190674
	Iteration 41Q: 3 clusters Score -6249900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -6249911.500000 Penalty: 3613.190674
	Iteration 42Q: 3 clusters Score -6249912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 65322 members 
Entering Unmasked Estep 
Score: -6249909.000000 Penalty: 3613.190674
	Iteration 43Q: 3 clusters Score -6249909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 65338 members 
Entering Unmasked Estep 
Score: -6249907.000000 Penalty: 3613.190674
	Iteration 44Q: 3 clusters Score -6249907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6249915.000000 Penalty: 3613.190674
	Iteration 45Q: 3 clusters Score -6249915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 65358 members 
Entering Unmasked Estep 
Score: -6249922.000000 Penalty: 3613.190674
	Iteration 46Q: 3 clusters Score -6249922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 65365 members 
Entering Unmasked Estep 
Score: -6249925.000000 Penalty: 3613.190674
	Iteration 47Q: 3 clusters Score -6249925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -6249928.000000 Penalty: 3613.190674
	Iteration 48Q: 3 clusters Score -6249928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65377 members 
Entering Unmasked Estep 
Score: -6249927.000000 Penalty: 3613.190674
	Iteration 49Q: 3 clusters Score -6249927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 65381 members 
Entering Unmasked Estep 
Score: -6249933.500000 Penalty: 3613.190674
	Iteration 50Q: 3 clusters Score -6249934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 65384 members 
Entering Unmasked Estep 
Score: -6249932.000000 Penalty: 3613.190674
	Iteration 51Q: 3 clusters Score -6249932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 65390 members 
Entering Unmasked Estep 
Score: -6249933.000000 Penalty: 3613.190674
	Iteration 52Q: 3 clusters Score -6249933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 65398 members 
Entering Unmasked Estep 
Score: -6249934.000000 Penalty: 3613.190674
	Iteration 53Q: 3 clusters Score -6249934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 65411 members 
Entering Unmasked Estep 
Score: -6249942.000000 Penalty: 3613.190674
	Iteration 54Q: 3 clusters Score -6249942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -6249959.500000 Penalty: 3613.190674
	Iteration 55Q: 3 clusters Score -6249960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 65444 members 
Entering Unmasked Estep 
Score: -6249966.000000 Penalty: 3613.190674
	Iteration 56Q: 3 clusters Score -6249966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 65468 members 
Entering Unmasked Estep 
Score: -6249975.500000 Penalty: 3613.190674
	Iteration 57Q: 3 clusters Score -6249976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 65486 members 
Entering Unmasked Estep 
Score: -6249983.500000 Penalty: 3613.190674
	Iteration 58Q: 3 clusters Score -6249984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 65503 members 
Entering Unmasked Estep 
Score: -6249994.000000 Penalty: 3613.190674
	Iteration 59Q: 3 clusters Score -6249994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 65522 members 
Entering Unmasked Estep 
Score: -6249989.000000 Penalty: 3613.190674
	Iteration 60F: 3 clusters Score -6249989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 65544 members 
Entering Unmasked Estep 
Score: -6249993.000000 Penalty: 3613.190674
	Iteration 61Q: 3 clusters Score -6249993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -6249995.000000 Penalty: 3613.190674
	Iteration 62Q: 3 clusters Score -6249995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -6249992.000000 Penalty: 3613.190674
	Iteration 63Q: 3 clusters Score -6249992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 65602 members 
Entering Unmasked Estep 
Score: -6250004.000000 Penalty: 3613.190674
	Iteration 64Q: 3 clusters Score -6250004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 65620 members 
Entering Unmasked Estep 
Score: -6250007.500000 Penalty: 3613.190674
	Iteration 65Q: 3 clusters Score -6250008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -6250026.000000 Penalty: 3613.190674
	Iteration 66Q: 3 clusters Score -6250026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -6250026.500000 Penalty: 3613.190674
	Iteration 67Q: 3 clusters Score -6250026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -6250030.500000 Penalty: 3613.190674
	Iteration 68Q: 3 clusters Score -6250030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -6250035.000000 Penalty: 3613.190674
	Iteration 69Q: 3 clusters Score -6250035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 65665 members 
Entering Unmasked Estep 
Score: -6250031.500000 Penalty: 3613.190674
	Iteration 70Q: 3 clusters Score -6250032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -6250029.500000 Penalty: 3613.190674
	Iteration 71Q: 3 clusters Score -6250030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 65672 members 
Entering Unmasked Estep 
Score: -6250029.000000 Penalty: 3613.190674
	Iteration 72Q: 3 clusters Score -6250029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -6250032.000000 Penalty: 3613.190674
	Iteration 73Q: 3 clusters Score -6250032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -6250038.000000 Penalty: 3613.190674
	Iteration 74Q: 3 clusters Score -6250038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 65688 members 
Entering Unmasked Estep 
Score: -6250042.000000 Penalty: 3613.190674
	Iteration 75Q: 3 clusters Score -6250042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -6250047.000000 Penalty: 3613.190674
	Iteration 76Q: 3 clusters Score -6250047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -6250047.500000 Penalty: 3613.190674
	Iteration 77Q: 3 clusters Score -6250048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -6250054.500000 Penalty: 3613.190674
	Iteration 78Q: 3 clusters Score -6250054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -6250053.000000 Penalty: 3613.190674
	Iteration 79Q: 3 clusters Score -6250053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 65721 members 
Entering Unmasked Estep 
Score: -6250056.000000 Penalty: 3613.190674
	Iteration 80F: 3 clusters Score -6250056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -6250056.000000 Penalty: 3613.190674
	Iteration 81Q: 3 clusters Score -6250056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -6250052.000000 Penalty: 3613.190674
	Iteration 82Q: 3 clusters Score -6250052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -6250062.500000 Penalty: 3613.190674
	Iteration 83Q: 3 clusters Score -6250062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -6250056.000000 Penalty: 3613.190674
	Iteration 84Q: 3 clusters Score -6250056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 65756 members 
Entering Unmasked Estep 
Score: -6250067.000000 Penalty: 3613.190674
	Iteration 85Q: 3 clusters Score -6250067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -6250068.000000 Penalty: 3613.190674
	Iteration 86Q: 3 clusters Score -6250068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 65765 members 
Entering Unmasked Estep 
Score: -6250069.500000 Penalty: 3613.190674
	Iteration 87Q: 3 clusters Score -6250070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65771 members 
Entering Unmasked Estep 
Score: -6250066.500000 Penalty: 3613.190674
	Iteration 88Q: 3 clusters Score -6250066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 65776 members 
Entering Unmasked Estep 
Score: -6250066.500000 Penalty: 3613.190674
	Iteration 89Q: 3 clusters Score -6250066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 65782 members 
Entering Unmasked Estep 
Score: -6250068.000000 Penalty: 3613.190674
	Iteration 90Q: 3 clusters Score -6250068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -6250071.000000 Penalty: 3613.190674
	Iteration 91Q: 3 clusters Score -6250071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 65791 members 
Entering Unmasked Estep 
Score: -6250073.500000 Penalty: 3613.190674
	Iteration 92Q: 3 clusters Score -6250074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -6250077.000000 Penalty: 3613.190674
	Iteration 93Q: 3 clusters Score -6250077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -6250080.000000 Penalty: 3613.190674
	Iteration 94Q: 3 clusters Score -6250080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -6250084.000000 Penalty: 3613.190674
	Iteration 95Q: 3 clusters Score -6250084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 65802 members 
Entering Unmasked Estep 
Score: -6250080.000000 Penalty: 3613.190674
	Iteration 96Q: 3 clusters Score -6250080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -6250079.500000 Penalty: 3613.190674
	Iteration 97Q: 3 clusters Score -6250080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -6250078.500000 Penalty: 3613.190674
	Iteration 98Q: 3 clusters Score -6250078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -6250073.500000 Penalty: 3613.190674
	Iteration 99Q: 3 clusters Score -6250074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -6250070.000000 Penalty: 3613.190674
	Iteration 100F: 3 clusters Score -6250070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -6250070.000000 Penalty: 3613.190674
	Iteration 101Q: 3 clusters Score -6250070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 65807 members 
Entering Unmasked Estep 
Score: -6250070.000000 Penalty: 3613.190674
	Iteration 102F: 3 clusters Score -6250070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -519098.031250 Penalty: 1408.833130
	Iteration 0F: 2 clusters Score -519098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -514548.281250 Penalty: 2817.666260
	Iteration 0F: 3 clusters Score -514548.3 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -515866.750000 Penalty: 2817.666260
	Iteration 1F: 3 clusters Score -515866.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -516070.625000 Penalty: 2817.666260
	Iteration 2F: 3 clusters Score -516070.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -516256.156250 Penalty: 2817.666260
	Iteration 3F: 3 clusters Score -516256.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -516434.937500 Penalty: 2817.666260
	Iteration 4F: 3 clusters Score -516434.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -516590.281250 Penalty: 2817.666260
	Iteration 5Q: 3 clusters Score -516590.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -516744.000000 Penalty: 2817.666260
	Iteration 6Q: 3 clusters Score -516744 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -516888.437500 Penalty: 2817.666260
	Iteration 7Q: 3 clusters Score -516888.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -517014.593750 Penalty: 2817.666260
	Iteration 8Q: 3 clusters Score -517014.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -517131.500000 Penalty: 2817.666260
	Iteration 9Q: 3 clusters Score -517131.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -517230.750000 Penalty: 2817.666260
	Iteration 10Q: 3 clusters Score -517230.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -517297.218750 Penalty: 2817.666260
	Iteration 11Q: 3 clusters Score -517297.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -517369.156250 Penalty: 2817.666260
	Iteration 12Q: 3 clusters Score -517369.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -517444.906250 Penalty: 2817.666260
	Iteration 13Q: 3 clusters Score -517444.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -517531.750000 Penalty: 2817.666260
	Iteration 14Q: 3 clusters Score -517531.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -517599.281250 Penalty: 2817.666260
	Iteration 15Q: 3 clusters Score -517599.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -517662.125000 Penalty: 2817.666260
	Iteration 16Q: 3 clusters Score -517662.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -517710.937500 Penalty: 2817.666260
	Iteration 17Q: 3 clusters Score -517710.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -517757.375000 Penalty: 2817.666260
	Iteration 18Q: 3 clusters Score -517757.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -517805.500000 Penalty: 2817.666260
	Iteration 19Q: 3 clusters Score -517805.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -517855.656250 Penalty: 2817.666260
	Iteration 20F: 3 clusters Score -517855.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -517908.781250 Penalty: 2817.666260
	Iteration 21Q: 3 clusters Score -517908.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -517942.312500 Penalty: 2817.666260
	Iteration 22Q: 3 clusters Score -517942.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -517977.750000 Penalty: 2817.666260
	Iteration 23Q: 3 clusters Score -517977.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -518016.468750 Penalty: 2817.666260
	Iteration 24Q: 3 clusters Score -518016.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -518064.843750 Penalty: 2817.666260
	Iteration 25Q: 3 clusters Score -518064.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -518113.625000 Penalty: 2817.666260
	Iteration 26Q: 3 clusters Score -518113.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -518160.937500 Penalty: 2817.666260
	Iteration 27Q: 3 clusters Score -518160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -518205.625000 Penalty: 2817.666260
	Iteration 28Q: 3 clusters Score -518205.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -518257.687500 Penalty: 2817.666260
	Iteration 29Q: 3 clusters Score -518257.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -518305.781250 Penalty: 2817.666260
	Iteration 30Q: 3 clusters Score -518305.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -518343.875000 Penalty: 2817.666260
	Iteration 31Q: 3 clusters Score -518343.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -518381.000000 Penalty: 2817.666260
	Iteration 32Q: 3 clusters Score -518381 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -518407.343750 Penalty: 2817.666260
	Iteration 33Q: 3 clusters Score -518407.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -518416.562500 Penalty: 2817.666260
	Iteration 34Q: 3 clusters Score -518416.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -518421.437500 Penalty: 2817.666260
	Iteration 35Q: 3 clusters Score -518421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -518425.250000 Penalty: 2817.666260
	Iteration 36Q: 3 clusters Score -518425.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -518431.093750 Penalty: 2817.666260
	Iteration 37Q: 3 clusters Score -518431.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -518433.562500 Penalty: 2817.666260
	Iteration 38Q: 3 clusters Score -518433.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -518437.937500 Penalty: 2817.666260
	Iteration 39Q: 3 clusters Score -518437.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -518452.406250 Penalty: 2817.666260
	Iteration 40F: 3 clusters Score -518452.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -518458.687500 Penalty: 2817.666260
	Iteration 41Q: 3 clusters Score -518458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -518461.562500 Penalty: 2817.666260
	Iteration 42Q: 3 clusters Score -518461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -518461.656250 Penalty: 2817.666260
	Iteration 43Q: 3 clusters Score -518461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -518462.562500 Penalty: 2817.666260
	Iteration 44Q: 3 clusters Score -518462.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -518463.031250 Penalty: 2817.666260
	Iteration 45Q: 3 clusters Score -518463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -518463.031250 Penalty: 2817.666260
	Iteration 46F: 3 clusters Score -518463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -633788.250000 Penalty: 1440.750732
	Iteration 0F: 2 clusters Score -633788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -628484.250000 Penalty: 2881.501465
	Iteration 0F: 3 clusters Score -628484.2 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -630260.875000 Penalty: 2881.501465
	Iteration 1F: 3 clusters Score -630260.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -630810.125000 Penalty: 2881.501465
	Iteration 2F: 3 clusters Score -630810.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -631447.875000 Penalty: 2881.501465
	Iteration 3F: 3 clusters Score -631447.9 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -632034.000000 Penalty: 2881.501465
	Iteration 4F: 3 clusters Score -632034 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -632482.312500 Penalty: 2881.501465
	Iteration 5F: 3 clusters Score -632482.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -632793.562500 Penalty: 2881.501465
	Iteration 6F: 3 clusters Score -632793.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -633038.937500 Penalty: 2881.501465
	Iteration 7Q: 3 clusters Score -633038.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -633205.812500 Penalty: 2881.501465
	Iteration 8Q: 3 clusters Score -633205.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -633315.937500 Penalty: 2881.501465
	Iteration 9Q: 3 clusters Score -633315.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -633396.187500 Penalty: 2881.501465
	Iteration 10Q: 3 clusters Score -633396.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -633448.375000 Penalty: 2881.501465
	Iteration 11Q: 3 clusters Score -633448.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -633476.812500 Penalty: 2881.501465
	Iteration 12Q: 3 clusters Score -633476.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -633492.812500 Penalty: 2881.501465
	Iteration 13Q: 3 clusters Score -633492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -633498.500000 Penalty: 2881.501465
	Iteration 14Q: 3 clusters Score -633498.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -633501.312500 Penalty: 2881.501465
	Iteration 15Q: 3 clusters Score -633501.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -633503.812500 Penalty: 2881.501465
	Iteration 16Q: 3 clusters Score -633503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -633506.062500 Penalty: 2881.501465
	Iteration 17Q: 3 clusters Score -633506.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -633506.437500 Penalty: 2881.501465
	Iteration 18Q: 3 clusters Score -633506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -633507.687500 Penalty: 2881.501465
	Iteration 19Q: 3 clusters Score -633507.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -633507.500000 Penalty: 2881.501465
	Iteration 20F: 3 clusters Score -633507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -633508.937500 Penalty: 2881.501465
	Iteration 21Q: 3 clusters Score -633508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -633508.937500 Penalty: 2881.501465
	Iteration 22F: 3 clusters Score -633508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Entering Unmasked Estep 
Score: -343358.468750 Penalty: 1347.539062
	Iteration 0F: 2 clusters Score -343358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -340064.843750 Penalty: 2695.078125
	Iteration 0F: 3 clusters Score -340064.8 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340980.593750 Penalty: 2695.078125
	Iteration 1F: 3 clusters Score -340980.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -341156.781250 Penalty: 2695.078125
	Iteration 2F: 3 clusters Score -341156.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -341278.375000 Penalty: 2695.078125
	Iteration 3F: 3 clusters Score -341278.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -341387.531250 Penalty: 2695.078125
	Iteration 4Q: 3 clusters Score -341387.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -341474.000000 Penalty: 2695.078125
	Iteration 5Q: 3 clusters Score -341474 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -341560.906250 Penalty: 2695.078125
	Iteration 6Q: 3 clusters Score -341560.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -341645.125000 Penalty: 2695.078125
	Iteration 7Q: 3 clusters Score -341645.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -341724.281250 Penalty: 2695.078125
	Iteration 8Q: 3 clusters Score -341724.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -341813.500000 Penalty: 2695.078125
	Iteration 9Q: 3 clusters Score -341813.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -341889.781250 Penalty: 2695.078125
	Iteration 10Q: 3 clusters Score -341889.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -341967.593750 Penalty: 2695.078125
	Iteration 11Q: 3 clusters Score -341967.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -342033.500000 Penalty: 2695.078125
	Iteration 12Q: 3 clusters Score -342033.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -342089.218750 Penalty: 2695.078125
	Iteration 13Q: 3 clusters Score -342089.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -342127.000000 Penalty: 2695.078125
	Iteration 14Q: 3 clusters Score -342127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -342156.656250 Penalty: 2695.078125
	Iteration 15Q: 3 clusters Score -342156.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -342186.062500 Penalty: 2695.078125
	Iteration 16Q: 3 clusters Score -342186.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -342216.343750 Penalty: 2695.078125
	Iteration 17Q: 3 clusters Score -342216.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -342240.187500 Penalty: 2695.078125
	Iteration 18Q: 3 clusters Score -342240.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -342267.812500 Penalty: 2695.078125
	Iteration 19Q: 3 clusters Score -342267.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -342297.562500 Penalty: 2695.078125
	Iteration 20F: 3 clusters Score -342297.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -342312.906250 Penalty: 2695.078125
	Iteration 21Q: 3 clusters Score -342312.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -342330.156250 Penalty: 2695.078125
	Iteration 22Q: 3 clusters Score -342330.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -342348.250000 Penalty: 2695.078125
	Iteration 23Q: 3 clusters Score -342348.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -342367.312500 Penalty: 2695.078125
	Iteration 24Q: 3 clusters Score -342367.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -342383.750000 Penalty: 2695.078125
	Iteration 25Q: 3 clusters Score -342383.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -342400.656250 Penalty: 2695.078125
	Iteration 26Q: 3 clusters Score -342400.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -342416.375000 Penalty: 2695.078125
	Iteration 27Q: 3 clusters Score -342416.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -342430.375000 Penalty: 2695.078125
	Iteration 28Q: 3 clusters Score -342430.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342444.187500 Penalty: 2695.078125
	Iteration 29Q: 3 clusters Score -342444.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342457.031250 Penalty: 2695.078125
	Iteration 30Q: 3 clusters Score -342457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -342471.031250 Penalty: 2695.078125
	Iteration 31Q: 3 clusters Score -342471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -342483.187500 Penalty: 2695.078125
	Iteration 32Q: 3 clusters Score -342483.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -342494.093750 Penalty: 2695.078125
	Iteration 33Q: 3 clusters Score -342494.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -342501.375000 Penalty: 2695.078125
	Iteration 34Q: 3 clusters Score -342501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -342505.218750 Penalty: 2695.078125
	Iteration 35Q: 3 clusters Score -342505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -342511.000000 Penalty: 2695.078125
	Iteration 36Q: 3 clusters Score -342511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -342517.312500 Penalty: 2695.078125
	Iteration 37Q: 3 clusters Score -342517.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -342524.750000 Penalty: 2695.078125
	Iteration 38Q: 3 clusters Score -342524.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -342533.343750 Penalty: 2695.078125
	Iteration 39Q: 3 clusters Score -342533.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -342543.562500 Penalty: 2695.078125
	Iteration 40F: 3 clusters Score -342543.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -342555.468750 Penalty: 2695.078125
	Iteration 41Q: 3 clusters Score -342555.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -342567.281250 Penalty: 2695.078125
	Iteration 42Q: 3 clusters Score -342567.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -342592.156250 Penalty: 2695.078125
	Iteration 43Q: 3 clusters Score -342592.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -342613.281250 Penalty: 2695.078125
	Iteration 44Q: 3 clusters Score -342613.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -342633.625000 Penalty: 2695.078125
	Iteration 45Q: 3 clusters Score -342633.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -342656.250000 Penalty: 2695.078125
	Iteration 46Q: 3 clusters Score -342656.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -342671.062500 Penalty: 2695.078125
	Iteration 47Q: 3 clusters Score -342671.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -342685.750000 Penalty: 2695.078125
	Iteration 48Q: 3 clusters Score -342685.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -342702.875000 Penalty: 2695.078125
	Iteration 49Q: 3 clusters Score -342702.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -342715.593750 Penalty: 2695.078125
	Iteration 50Q: 3 clusters Score -342715.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -342722.593750 Penalty: 2695.078125
	Iteration 51Q: 3 clusters Score -342722.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -342729.187500 Penalty: 2695.078125
	Iteration 52Q: 3 clusters Score -342729.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -342733.468750 Penalty: 2695.078125
	Iteration 53Q: 3 clusters Score -342733.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -342735.218750 Penalty: 2695.078125
	Iteration 54Q: 3 clusters Score -342735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -342736.468750 Penalty: 2695.078125
	Iteration 55Q: 3 clusters Score -342736.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -342737.312500 Penalty: 2695.078125
	Iteration 56Q: 3 clusters Score -342737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -342737.312500 Penalty: 2695.078125
	Iteration 57Q: 3 clusters Score -342737.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -342738.000000 Penalty: 2695.078125
	Iteration 58Q: 3 clusters Score -342738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -342737.406250 Penalty: 2695.078125
	Iteration 59Q: 3 clusters Score -342737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -342737.281250 Penalty: 2695.078125
	Iteration 60F: 3 clusters Score -342737.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -222455.562500 Penalty: 1271.861816
	Iteration 0F: 2 clusters Score -222455.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -220039.859375 Penalty: 2543.723633
	Iteration 0F: 3 clusters Score -220039.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -220645.484375 Penalty: 2543.723633
	Iteration 1F: 3 clusters Score -220645.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -220828.187500 Penalty: 2543.723633
	Iteration 2F: 3 clusters Score -220828.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -220934.718750 Penalty: 2543.723633
	Iteration 3F: 3 clusters Score -220934.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -221011.718750 Penalty: 2543.723633
	Iteration 4Q: 3 clusters Score -221011.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -221071.328125 Penalty: 2543.723633
	Iteration 5Q: 3 clusters Score -221071.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -221118.703125 Penalty: 2543.723633
	Iteration 6Q: 3 clusters Score -221118.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -221161.171875 Penalty: 2543.723633
	Iteration 7Q: 3 clusters Score -221161.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -221188.218750 Penalty: 2543.723633
	Iteration 8Q: 3 clusters Score -221188.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -221213.015625 Penalty: 2543.723633
	Iteration 9Q: 3 clusters Score -221213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -221238.375000 Penalty: 2543.723633
	Iteration 10Q: 3 clusters Score -221238.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -221266.578125 Penalty: 2543.723633
	Iteration 11Q: 3 clusters Score -221266.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -221289.281250 Penalty: 2543.723633
	Iteration 12Q: 3 clusters Score -221289.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -221315.531250 Penalty: 2543.723633
	Iteration 13Q: 3 clusters Score -221315.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -221336.656250 Penalty: 2543.723633
	Iteration 14Q: 3 clusters Score -221336.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -221355.281250 Penalty: 2543.723633
	Iteration 15Q: 3 clusters Score -221355.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -221369.828125 Penalty: 2543.723633
	Iteration 16Q: 3 clusters Score -221369.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -221378.031250 Penalty: 2543.723633
	Iteration 17Q: 3 clusters Score -221378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -221387.750000 Penalty: 2543.723633
	Iteration 18Q: 3 clusters Score -221387.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -221395.796875 Penalty: 2543.723633
	Iteration 19Q: 3 clusters Score -221395.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -221401.328125 Penalty: 2543.723633
	Iteration 20F: 3 clusters Score -221401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -221408.484375 Penalty: 2543.723633
	Iteration 21Q: 3 clusters Score -221408.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -221414.000000 Penalty: 2543.723633
	Iteration 22Q: 3 clusters Score -221414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -221418.609375 Penalty: 2543.723633
	Iteration 23Q: 3 clusters Score -221418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -221420.703125 Penalty: 2543.723633
	Iteration 24Q: 3 clusters Score -221420.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -221423.687500 Penalty: 2543.723633
	Iteration 25Q: 3 clusters Score -221423.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -221427.437500 Penalty: 2543.723633
	Iteration 26Q: 3 clusters Score -221427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -221430.640625 Penalty: 2543.723633
	Iteration 27Q: 3 clusters Score -221430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -221433.140625 Penalty: 2543.723633
	Iteration 28Q: 3 clusters Score -221433.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -221438.546875 Penalty: 2543.723633
	Iteration 29Q: 3 clusters Score -221438.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -221442.593750 Penalty: 2543.723633
	Iteration 30Q: 3 clusters Score -221442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -221447.296875 Penalty: 2543.723633
	Iteration 31Q: 3 clusters Score -221447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -221453.593750 Penalty: 2543.723633
	Iteration 32Q: 3 clusters Score -221453.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -221457.953125 Penalty: 2543.723633
	Iteration 33Q: 3 clusters Score -221458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -221462.171875 Penalty: 2543.723633
	Iteration 34Q: 3 clusters Score -221462.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -221466.609375 Penalty: 2543.723633
	Iteration 35Q: 3 clusters Score -221466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -221471.015625 Penalty: 2543.723633
	Iteration 36Q: 3 clusters Score -221471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -221474.359375 Penalty: 2543.723633
	Iteration 37Q: 3 clusters Score -221474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -221478.484375 Penalty: 2543.723633
	Iteration 38Q: 3 clusters Score -221478.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -221479.562500 Penalty: 2543.723633
	Iteration 39Q: 3 clusters Score -221479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -221479.750000 Penalty: 2543.723633
	Iteration 40F: 3 clusters Score -221479.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Entering Unmasked Estep 
Score: -474556.468750 Penalty: 1388.626221
	Iteration 0F: 2 clusters Score -474556.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -470460.781250 Penalty: 2777.252441
	Iteration 0F: 3 clusters Score -470460.8 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -471566.781250 Penalty: 2777.252441
	Iteration 1F: 3 clusters Score -471566.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -471819.625000 Penalty: 2777.252441
	Iteration 2F: 3 clusters Score -471819.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -472011.125000 Penalty: 2777.252441
	Iteration 3F: 3 clusters Score -472011.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -472166.281250 Penalty: 2777.252441
	Iteration 4F: 3 clusters Score -472166.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -472302.406250 Penalty: 2777.252441
	Iteration 5Q: 3 clusters Score -472302.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -472427.000000 Penalty: 2777.252441
	Iteration 6Q: 3 clusters Score -472427 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -472566.843750 Penalty: 2777.252441
	Iteration 7Q: 3 clusters Score -472566.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -472701.875000 Penalty: 2777.252441
	Iteration 8Q: 3 clusters Score -472701.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -472834.937500 Penalty: 2777.252441
	Iteration 9Q: 3 clusters Score -472834.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -472959.156250 Penalty: 2777.252441
	Iteration 10Q: 3 clusters Score -472959.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -473051.625000 Penalty: 2777.252441
	Iteration 11Q: 3 clusters Score -473051.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -473120.093750 Penalty: 2777.252441
	Iteration 12Q: 3 clusters Score -473120.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -473167.875000 Penalty: 2777.252441
	Iteration 13Q: 3 clusters Score -473167.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -473209.656250 Penalty: 2777.252441
	Iteration 14Q: 3 clusters Score -473209.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -473245.250000 Penalty: 2777.252441
	Iteration 15Q: 3 clusters Score -473245.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -473276.218750 Penalty: 2777.252441
	Iteration 16Q: 3 clusters Score -473276.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -473305.906250 Penalty: 2777.252441
	Iteration 17Q: 3 clusters Score -473305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -473326.062500 Penalty: 2777.252441
	Iteration 18Q: 3 clusters Score -473326.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -473344.468750 Penalty: 2777.252441
	Iteration 19Q: 3 clusters Score -473344.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -473365.468750 Penalty: 2777.252441
	Iteration 20F: 3 clusters Score -473365.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -473377.281250 Penalty: 2777.252441
	Iteration 21Q: 3 clusters Score -473377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -473384.187500 Penalty: 2777.252441
	Iteration 22Q: 3 clusters Score -473384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -473388.218750 Penalty: 2777.252441
	Iteration 23Q: 3 clusters Score -473388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -473389.718750 Penalty: 2777.252441
	Iteration 24Q: 3 clusters Score -473389.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -473390.250000 Penalty: 2777.252441
	Iteration 25Q: 3 clusters Score -473390.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -473391.500000 Penalty: 2777.252441
	Iteration 26Q: 3 clusters Score -473391.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -473395.093750 Penalty: 2777.252441
	Iteration 27Q: 3 clusters Score -473395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -473397.093750 Penalty: 2777.252441
	Iteration 28Q: 3 clusters Score -473397.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -473397.437500 Penalty: 2777.252441
	Iteration 29Q: 3 clusters Score -473397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -473398.218750 Penalty: 2777.252441
	Iteration 30Q: 3 clusters Score -473398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -473398.656250 Penalty: 2777.252441
	Iteration 31Q: 3 clusters Score -473398.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -473402.187500 Penalty: 2777.252441
	Iteration 32Q: 3 clusters Score -473402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -473403.218750 Penalty: 2777.252441
	Iteration 33Q: 3 clusters Score -473403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -473403.218750 Penalty: 2777.252441
	Iteration 34F: 3 clusters Score -473403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 28376 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6107 members 
Mstep: Class 7 contains 11419 members 
Mstep: Class 8 contains 16794 members 
Mstep: Class 9 contains 5423 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 31271 members 
Mstep: Class 12 contains 3394 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 34057 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 67340 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813794.000000 Penalty: 42822.269531
Iteration 79Q: 22 clusters Score -2.481379e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 28361 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6126 members 
Mstep: Class 7 contains 11414 members 
Mstep: Class 8 contains 16780 members 
Mstep: Class 9 contains 5422 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 31276 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 34039 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 67349 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 4013 members 
Mstep: Class 20 contains 2509 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813774.000000 Penalty: 42822.269531
Iteration 80F: 22 clusters Score -2.481377e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 28345 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 11408 members 
Mstep: Class 8 contains 16756 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 31286 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 34025 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 67358 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 2512 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813722.000000 Penalty: 42822.269531
Iteration 81Q: 22 clusters Score -2.481372e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 28321 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6151 members 
Mstep: Class 7 contains 11400 members 
Mstep: Class 8 contains 16737 members 
Mstep: Class 9 contains 5418 members 
Mstep: Class 10 contains 4107 members 
Mstep: Class 11 contains 31291 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 34022 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 67368 members 
Mstep: Class 17 contains 5821 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 2513 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813710.000000 Penalty: 42822.269531
Iteration 82Q: 22 clusters Score -2.481371e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 28297 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6160 members 
Mstep: Class 7 contains 11393 members 
Mstep: Class 8 contains 16719 members 
Mstep: Class 9 contains 5417 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 31295 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 34010 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 67376 members 
Mstep: Class 17 contains 5820 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 2515 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813746.000000 Penalty: 42822.269531
Iteration 83Q: 22 clusters Score -2.481375e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 28278 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6173 members 
Mstep: Class 7 contains 11381 members 
Mstep: Class 8 contains 16705 members 
Mstep: Class 9 contains 5414 members 
Mstep: Class 10 contains 4100 members 
Mstep: Class 11 contains 31309 members 
Mstep: Class 12 contains 3392 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 33992 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 67380 members 
Mstep: Class 17 contains 5822 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4041 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813720.000000 Penalty: 42822.269531
Iteration 84Q: 22 clusters Score -2.481372e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 28263 members 
Mstep: Class 3 contains 4416 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6186 members 
Mstep: Class 7 contains 11371 members 
Mstep: Class 8 contains 16691 members 
Mstep: Class 9 contains 5412 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 31322 members 
Mstep: Class 12 contains 3393 members 
Mstep: Class 13 contains 14891 members 
Mstep: Class 14 contains 33982 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 67376 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4045 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813772.000000 Penalty: 42822.269531
Iteration 85Q: 22 clusters Score -2.481377e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 28236 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6197 members 
Mstep: Class 7 contains 11355 members 
Mstep: Class 8 contains 16670 members 
Mstep: Class 9 contains 5410 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 31337 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 14901 members 
Mstep: Class 14 contains 33979 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 67385 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4049 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 86Q: 22 clusters Score -2.481376e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 28199 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 4771 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6216 members 
Mstep: Class 7 contains 11341 members 
Mstep: Class 8 contains 16653 members 
Mstep: Class 9 contains 5408 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 31360 members 
Mstep: Class 12 contains 3388 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 33973 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 67400 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4054 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813714.000000 Penalty: 42822.269531
Iteration 87Q: 22 clusters Score -2.481371e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 28184 members 
Mstep: Class 3 contains 4402 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6226 members 
Mstep: Class 7 contains 11336 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 5405 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 31377 members 
Mstep: Class 12 contains 3389 members 
Mstep: Class 13 contains 14910 members 
Mstep: Class 14 contains 33968 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 67399 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4056 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813728.000000 Penalty: 42822.269531
Iteration 88Q: 22 clusters Score -2.481373e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 28171 members 
Mstep: Class 3 contains 4397 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 11329 members 
Mstep: Class 8 contains 16636 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 11 contains 31401 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 14916 members 
Mstep: Class 14 contains 33972 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 67391 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4062 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813774.000000 Penalty: 42822.269531
Iteration 89Q: 22 clusters Score -2.481377e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 28158 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 6251 members 
Mstep: Class 7 contains 11321 members 
Mstep: Class 8 contains 16622 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 31414 members 
Mstep: Class 12 contains 3383 members 
Mstep: Class 13 contains 14923 members 
Mstep: Class 14 contains 33962 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 67386 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4069 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 90Q: 22 clusters Score -2.481377e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 28146 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 6261 members 
Mstep: Class 7 contains 11315 members 
Mstep: Class 8 contains 16613 members 
Mstep: Class 9 contains 5403 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 31422 members 
Mstep: Class 12 contains 3379 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 33953 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 67389 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 2543 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813760.000000 Penalty: 42822.269531
Iteration 91Q: 22 clusters Score -2.481376e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 28136 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6274 members 
Mstep: Class 7 contains 11311 members 
Mstep: Class 8 contains 16603 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 11 contains 31430 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 33948 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 67391 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813762.000000 Penalty: 42822.269531
Iteration 92Q: 22 clusters Score -2.481376e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 28125 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 11307 members 
Mstep: Class 8 contains 16592 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 31441 members 
Mstep: Class 12 contains 3371 members 
Mstep: Class 13 contains 14941 members 
Mstep: Class 14 contains 33950 members 
Mstep: Class 15 contains 5422 members 
Mstep: Class 16 contains 67393 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813736.000000 Penalty: 42822.269531
Iteration 93Q: 22 clusters Score -2.481374e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 28118 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6298 members 
Mstep: Class 7 contains 11299 members 
Mstep: Class 8 contains 16578 members 
Mstep: Class 9 contains 5397 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 31452 members 
Mstep: Class 12 contains 3367 members 
Mstep: Class 13 contains 14946 members 
Mstep: Class 14 contains 33945 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 67404 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 2557 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813754.000000 Penalty: 42822.269531
Iteration 94Q: 22 clusters Score -2.481375e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 28104 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 11294 members 
Mstep: Class 8 contains 16571 members 
Mstep: Class 9 contains 5395 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 31459 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 33945 members 
Mstep: Class 15 contains 5428 members 
Mstep: Class 16 contains 67418 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4105 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813782.000000 Penalty: 42822.269531
Iteration 95Q: 22 clusters Score -2.481378e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 28094 members 
Mstep: Class 3 contains 4364 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 11285 members 
Mstep: Class 8 contains 16562 members 
Mstep: Class 9 contains 5391 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 31463 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 14945 members 
Mstep: Class 14 contains 33950 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 67427 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4107 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813766.000000 Penalty: 42822.269531
Iteration 96Q: 22 clusters Score -2.481377e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 28087 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6340 members 
Mstep: Class 7 contains 11280 members 
Mstep: Class 8 contains 16561 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 4091 members 
Mstep: Class 11 contains 31469 members 
Mstep: Class 12 contains 3363 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 33930 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 67441 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 2567 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813786.000000 Penalty: 42822.269531
Iteration 97Q: 22 clusters Score -2.481379e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 28076 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6353 members 
Mstep: Class 7 contains 11278 members 
Mstep: Class 8 contains 16559 members 
Mstep: Class 9 contains 5389 members 
Mstep: Class 10 contains 4093 members 
Mstep: Class 11 contains 31470 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 33917 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 67458 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 98Q: 22 clusters Score -2.481377e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 28062 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6368 members 
Mstep: Class 7 contains 11273 members 
Mstep: Class 8 contains 16555 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 31474 members 
Mstep: Class 12 contains 3364 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 33911 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 67463 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 4113 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813758.000000 Penalty: 42822.269531
Iteration 99Q: 22 clusters Score -2.481376e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 28056 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 11270 members 
Mstep: Class 8 contains 16550 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 31473 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 14939 members 
Mstep: Class 14 contains 33904 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67470 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813746.000000 Penalty: 42822.269531
Iteration 100F: 22 clusters Score -2.481375e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 28060 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 11268 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 31472 members 
Mstep: Class 12 contains 3358 members 
Mstep: Class 13 contains 14937 members 
Mstep: Class 14 contains 33894 members 
Mstep: Class 15 contains 5435 members 
Mstep: Class 16 contains 67481 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813784.000000 Penalty: 42822.269531
Iteration 101Q: 22 clusters Score -2.481378e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 28054 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 11264 members 
Mstep: Class 8 contains 16540 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4097 members 
Mstep: Class 11 contains 31478 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 14935 members 
Mstep: Class 14 contains 33894 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 67482 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4118 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813768.000000 Penalty: 42822.269531
Iteration 102Q: 22 clusters Score -2.481377e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 28050 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 11261 members 
Mstep: Class 8 contains 16536 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 4096 members 
Mstep: Class 11 contains 31483 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 14932 members 
Mstep: Class 14 contains 33892 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 67487 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 2599 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813766.000000 Penalty: 42822.269531
Iteration 103Q: 22 clusters Score -2.481377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 28042 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6397 members 
Mstep: Class 7 contains 11260 members 
Mstep: Class 8 contains 16532 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 4094 members 
Mstep: Class 11 contains 31487 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 14930 members 
Mstep: Class 14 contains 33889 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 67490 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 2603 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813756.000000 Penalty: 42822.269531
Iteration 104Q: 22 clusters Score -2.481376e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 28031 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 16528 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 4092 members 
Mstep: Class 11 contains 31489 members 
Mstep: Class 12 contains 3352 members 
Mstep: Class 13 contains 14930 members 
Mstep: Class 14 contains 33880 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 67497 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4119 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813724.000000 Penalty: 42822.269531
Iteration 105Q: 22 clusters Score -2.481372e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 28028 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4685 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 31494 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 14931 members 
Mstep: Class 14 contains 33868 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67502 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 106Q: 22 clusters Score -2.481376e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 28028 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 11256 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 31497 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 14928 members 
Mstep: Class 14 contains 33859 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67505 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4120 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813762.000000 Penalty: 42822.269531
Iteration 107Q: 22 clusters Score -2.481376e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 28023 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 11257 members 
Mstep: Class 8 contains 16526 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4081 members 
Mstep: Class 11 contains 31499 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 14925 members 
Mstep: Class 14 contains 33854 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 67510 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4121 members 
Mstep: Class 20 contains 2609 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813784.000000 Penalty: 42822.269531
Iteration 108Q: 22 clusters Score -2.481378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 28018 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 11253 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4075 members 
Mstep: Class 11 contains 31505 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 33847 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67513 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4123 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813798.000000 Penalty: 42822.269531
Iteration 109Q: 22 clusters Score -2.48138e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 28016 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31511 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14914 members 
Mstep: Class 14 contains 33841 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67520 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4124 members 
Mstep: Class 20 contains 2611 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813814.000000 Penalty: 42822.269531
Iteration 110Q: 22 clusters Score -2.481381e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 28015 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 11251 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31514 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14913 members 
Mstep: Class 14 contains 33830 members 
Mstep: Class 15 contains 5431 members 
Mstep: Class 16 contains 67524 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 2612 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813798.000000 Penalty: 42822.269531
Iteration 111Q: 22 clusters Score -2.48138e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 28010 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6444 members 
Mstep: Class 7 contains 11251 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 31519 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14909 members 
Mstep: Class 14 contains 33818 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 67528 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 2613 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813792.000000 Penalty: 42822.269531
Iteration 112Q: 22 clusters Score -2.481379e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 28007 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 6451 members 
Mstep: Class 7 contains 11250 members 
Mstep: Class 8 contains 16525 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31520 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 33811 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 67531 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4127 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 113Q: 22 clusters Score -2.481377e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 28004 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 11248 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31528 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 33804 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 67535 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813814.000000 Penalty: 42822.269531
Iteration 114Q: 22 clusters Score -2.481381e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 27994 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6465 members 
Mstep: Class 7 contains 11248 members 
Mstep: Class 8 contains 16521 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31532 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14904 members 
Mstep: Class 14 contains 33790 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 67540 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813816.000000 Penalty: 42822.269531
Iteration 115Q: 22 clusters Score -2.481382e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 27982 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4677 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 11246 members 
Mstep: Class 8 contains 16519 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31537 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14903 members 
Mstep: Class 14 contains 33774 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 67548 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813814.000000 Penalty: 42822.269531
Iteration 116Q: 22 clusters Score -2.481381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 27975 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6475 members 
Mstep: Class 7 contains 11244 members 
Mstep: Class 8 contains 16517 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31540 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 33767 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 67551 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4125 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813826.000000 Penalty: 42822.269531
Iteration 117Q: 22 clusters Score -2.481383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 27964 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 4675 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6482 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31546 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 33760 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 67555 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813814.000000 Penalty: 42822.269531
Iteration 118Q: 22 clusters Score -2.481381e+07 nChanged 51
Entering ConstructFrom: 
Score: -24813814.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (18349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Entering Unmasked Estep 
Score: -1650317.750000 Penalty: 1595.316162
	Iteration 0F: 2 clusters Score -1650318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1637660.375000 Penalty: 3190.632324
	Iteration 0F: 3 clusters Score -1637660 nChanged 8281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1642492.250000 Penalty: 3190.632324
	Iteration 1F: 3 clusters Score -1642492 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -1642908.250000 Penalty: 3190.632324
	Iteration 2F: 3 clusters Score -1642908 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1643295.125000 Penalty: 3190.632324
	Iteration 3Q: 3 clusters Score -1643295 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1643662.000000 Penalty: 3190.632324
	Iteration 4Q: 3 clusters Score -1643662 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1644059.500000 Penalty: 3190.632324
	Iteration 5Q: 3 clusters Score -1644060 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1644506.250000 Penalty: 3190.632324
	Iteration 6Q: 3 clusters Score -1644506 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1645056.500000 Penalty: 3190.632324
	Iteration 7Q: 3 clusters Score -1645056 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1645647.500000 Penalty: 3190.632324
	Iteration 8Q: 3 clusters Score -1645648 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1646229.250000 Penalty: 3190.632324
	Iteration 9Q: 3 clusters Score -1646229 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1646716.125000 Penalty: 3190.632324
	Iteration 10Q: 3 clusters Score -1646716 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1647083.875000 Penalty: 3190.632324
	Iteration 11Q: 3 clusters Score -1647084 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1647453.375000 Penalty: 3190.632324
	Iteration 12Q: 3 clusters Score -1647453 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -1647801.000000 Penalty: 3190.632324
	Iteration 13Q: 3 clusters Score -1647801 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1648116.250000 Penalty: 3190.632324
	Iteration 14Q: 3 clusters Score -1648116 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1648411.375000 Penalty: 3190.632324
	Iteration 15Q: 3 clusters Score -1648411 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -1648641.500000 Penalty: 3190.632324
	Iteration 16Q: 3 clusters Score -1648642 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1648761.750000 Penalty: 3190.632324
	Iteration 17Q: 3 clusters Score -1648762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1648840.625000 Penalty: 3190.632324
	Iteration 18Q: 3 clusters Score -1648841 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1648880.875000 Penalty: 3190.632324
	Iteration 19Q: 3 clusters Score -1648881 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1648922.875000 Penalty: 3190.632324
	Iteration 20F: 3 clusters Score -1648923 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1648946.250000 Penalty: 3190.632324
	Iteration 21Q: 3 clusters Score -1648946 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1648974.625000 Penalty: 3190.632324
	Iteration 22Q: 3 clusters Score -1648975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1648989.500000 Penalty: 3190.632324
	Iteration 23Q: 3 clusters Score -1648990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1649005.000000 Penalty: 3190.632324
	Iteration 24Q: 3 clusters Score -1649005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -1649023.125000 Penalty: 3190.632324
	Iteration 25Q: 3 clusters Score -1649023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1649036.375000 Penalty: 3190.632324
	Iteration 26Q: 3 clusters Score -1649036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1649052.500000 Penalty: 3190.632324
	Iteration 27Q: 3 clusters Score -1649052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1649053.625000 Penalty: 3190.632324
	Iteration 28Q: 3 clusters Score -1649054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1649061.625000 Penalty: 3190.632324
	Iteration 29Q: 3 clusters Score -1649062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1649067.250000 Penalty: 3190.632324
	Iteration 30Q: 3 clusters Score -1649067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -1649065.000000 Penalty: 3190.632324
	Iteration 31Q: 3 clusters Score -1649065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1649066.625000 Penalty: 3190.632324
	Iteration 32Q: 3 clusters Score -1649067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1649068.375000 Penalty: 3190.632324
	Iteration 33Q: 3 clusters Score -1649068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1649068.875000 Penalty: 3190.632324
	Iteration 34Q: 3 clusters Score -1649069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1649072.250000 Penalty: 3190.632324
	Iteration 35Q: 3 clusters Score -1649072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1649074.125000 Penalty: 3190.632324
	Iteration 36Q: 3 clusters Score -1649074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1649075.500000 Penalty: 3190.632324
	Iteration 37Q: 3 clusters Score -1649076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1649075.000000 Penalty: 3190.632324
	Iteration 38Q: 3 clusters Score -1649075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1649076.500000 Penalty: 3190.632324
	Iteration 39Q: 3 clusters Score -1649076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -1649079.500000 Penalty: 3190.632324
	Iteration 40F: 3 clusters Score -1649080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1649084.500000 Penalty: 3190.632324
	Iteration 41Q: 3 clusters Score -1649084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1649082.250000 Penalty: 3190.632324
	Iteration 42Q: 3 clusters Score -1649082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -1649084.500000 Penalty: 3190.632324
	Iteration 43Q: 3 clusters Score -1649084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1649084.500000 Penalty: 3190.632324
	Iteration 44Q: 3 clusters Score -1649084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -1649088.125000 Penalty: 3190.632324
	Iteration 45Q: 3 clusters Score -1649088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1649087.625000 Penalty: 3190.632324
	Iteration 46Q: 3 clusters Score -1649088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1649087.625000 Penalty: 3190.632324
	Iteration 47F: 3 clusters Score -1649088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Entering Unmasked Estep 
Score: -2579777.250000 Penalty: 1663.767090
	Iteration 0F: 2 clusters Score -2579777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2560910.750000 Penalty: 3327.534180
	Iteration 0F: 3 clusters Score -2560911 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2568088.000000 Penalty: 3327.534180
	Iteration 1F: 3 clusters Score -2568088 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2568800.000000 Penalty: 3327.534180
	Iteration 2F: 3 clusters Score -2568800 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2569675.000000 Penalty: 3327.534180
	Iteration 3F: 3 clusters Score -2569675 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2570784.000000 Penalty: 3327.534180
	Iteration 4F: 3 clusters Score -2570784 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2572145.250000 Penalty: 3327.534180
	Iteration 5F: 3 clusters Score -2572145 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2573537.250000 Penalty: 3327.534180
	Iteration 6F: 3 clusters Score -2573537 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -2574768.750000 Penalty: 3327.534180
	Iteration 7F: 3 clusters Score -2574769 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2575698.250000 Penalty: 3327.534180
	Iteration 8Q: 3 clusters Score -2575698 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2576354.250000 Penalty: 3327.534180
	Iteration 9Q: 3 clusters Score -2576354 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2576798.750000 Penalty: 3327.534180
	Iteration 10Q: 3 clusters Score -2576799 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2577145.500000 Penalty: 3327.534180
	Iteration 11Q: 3 clusters Score -2577146 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2577371.250000 Penalty: 3327.534180
	Iteration 12Q: 3 clusters Score -2577371 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2577572.250000 Penalty: 3327.534180
	Iteration 13Q: 3 clusters Score -2577572 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2577740.000000 Penalty: 3327.534180
	Iteration 14Q: 3 clusters Score -2577740 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2577904.000000 Penalty: 3327.534180
	Iteration 15Q: 3 clusters Score -2577904 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2578046.500000 Penalty: 3327.534180
	Iteration 16Q: 3 clusters Score -2578046 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2578139.750000 Penalty: 3327.534180
	Iteration 17Q: 3 clusters Score -2578140 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2578190.500000 Penalty: 3327.534180
	Iteration 18Q: 3 clusters Score -2578190 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2578245.250000 Penalty: 3327.534180
	Iteration 19Q: 3 clusters Score -2578245 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2578285.500000 Penalty: 3327.534180
	Iteration 20F: 3 clusters Score -2578286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2578311.000000 Penalty: 3327.534180
	Iteration 21Q: 3 clusters Score -2578311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2578339.750000 Penalty: 3327.534180
	Iteration 22Q: 3 clusters Score -2578340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2578340.750000 Penalty: 3327.534180
	Iteration 23Q: 3 clusters Score -2578341 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2578357.250000 Penalty: 3327.534180
	Iteration 24Q: 3 clusters Score -2578357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2578361.750000 Penalty: 3327.534180
	Iteration 25Q: 3 clusters Score -2578362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2578370.000000 Penalty: 3327.534180
	Iteration 26Q: 3 clusters Score -2578370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2578379.000000 Penalty: 3327.534180
	Iteration 27Q: 3 clusters Score -2578379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2578388.500000 Penalty: 3327.534180
	Iteration 28Q: 3 clusters Score -2578388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2578394.250000 Penalty: 3327.534180
	Iteration 29Q: 3 clusters Score -2578394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2578394.500000 Penalty: 3327.534180
	Iteration 30Q: 3 clusters Score -2578394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2578398.500000 Penalty: 3327.534180
	Iteration 31Q: 3 clusters Score -2578398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2578403.500000 Penalty: 3327.534180
	Iteration 32Q: 3 clusters Score -2578404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2578407.750000 Penalty: 3327.534180
	Iteration 33Q: 3 clusters Score -2578408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2578409.000000 Penalty: 3327.534180
	Iteration 34Q: 3 clusters Score -2578409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2578414.500000 Penalty: 3327.534180
	Iteration 35Q: 3 clusters Score -2578414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2578418.250000 Penalty: 3327.534180
	Iteration 36Q: 3 clusters Score -2578418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2578422.000000 Penalty: 3327.534180
	Iteration 37Q: 3 clusters Score -2578422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2578426.250000 Penalty: 3327.534180
	Iteration 38Q: 3 clusters Score -2578426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2578433.750000 Penalty: 3327.534180
	Iteration 39Q: 3 clusters Score -2578434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2578439.250000 Penalty: 3327.534180
	Iteration 40F: 3 clusters Score -2578439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2578441.500000 Penalty: 3327.534180
	Iteration 41Q: 3 clusters Score -2578442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2578445.750000 Penalty: 3327.534180
	Iteration 42Q: 3 clusters Score -2578446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2578453.500000 Penalty: 3327.534180
	Iteration 43Q: 3 clusters Score -2578454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2578457.500000 Penalty: 3327.534180
	Iteration 44Q: 3 clusters Score -2578458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27317 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2578471.250000 Penalty: 3327.534180
	Iteration 45Q: 3 clusters Score -2578471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2578480.500000 Penalty: 3327.534180
	Iteration 46Q: 3 clusters Score -2578480 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2578490.750000 Penalty: 3327.534180
	Iteration 47Q: 3 clusters Score -2578491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2578498.250000 Penalty: 3327.534180
	Iteration 48Q: 3 clusters Score -2578498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2578502.750000 Penalty: 3327.534180
	Iteration 49Q: 3 clusters Score -2578503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2578508.000000 Penalty: 3327.534180
	Iteration 50Q: 3 clusters Score -2578508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2578512.000000 Penalty: 3327.534180
	Iteration 51Q: 3 clusters Score -2578512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2578513.250000 Penalty: 3327.534180
	Iteration 52Q: 3 clusters Score -2578513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2578513.750000 Penalty: 3327.534180
	Iteration 53Q: 3 clusters Score -2578514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2578518.000000 Penalty: 3327.534180
	Iteration 54Q: 3 clusters Score -2578518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2578516.250000 Penalty: 3327.534180
	Iteration 55Q: 3 clusters Score -2578516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2578518.500000 Penalty: 3327.534180
	Iteration 56Q: 3 clusters Score -2578518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2578517.000000 Penalty: 3327.534180
	Iteration 57Q: 3 clusters Score -2578517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2578519.750000 Penalty: 3327.534180
	Iteration 58Q: 3 clusters Score -2578520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2578519.750000 Penalty: 3327.534180
	Iteration 59F: 3 clusters Score -2578520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -352264.937500 Penalty: 1362.678955
	Iteration 0F: 2 clusters Score -352264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -348687.343750 Penalty: 2725.357910
	Iteration 0F: 3 clusters Score -348687.3 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -349850.031250 Penalty: 2725.357910
	Iteration 1F: 3 clusters Score -349850 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -350178.125000 Penalty: 2725.357910
	Iteration 2F: 3 clusters Score -350178.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -350411.812500 Penalty: 2725.357910
	Iteration 3F: 3 clusters Score -350411.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -350560.812500 Penalty: 2725.357910
	Iteration 4F: 3 clusters Score -350560.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350663.875000 Penalty: 2725.357910
	Iteration 5Q: 3 clusters Score -350663.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -350751.531250 Penalty: 2725.357910
	Iteration 6Q: 3 clusters Score -350751.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -350847.187500 Penalty: 2725.357910
	Iteration 7Q: 3 clusters Score -350847.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -350915.906250 Penalty: 2725.357910
	Iteration 8Q: 3 clusters Score -350915.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -350965.937500 Penalty: 2725.357910
	Iteration 9Q: 3 clusters Score -350965.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -351012.531250 Penalty: 2725.357910
	Iteration 10Q: 3 clusters Score -351012.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -351063.781250 Penalty: 2725.357910
	Iteration 11Q: 3 clusters Score -351063.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -351120.937500 Penalty: 2725.357910
	Iteration 12Q: 3 clusters Score -351120.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -351172.781250 Penalty: 2725.357910
	Iteration 13Q: 3 clusters Score -351172.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -351221.156250 Penalty: 2725.357910
	Iteration 14Q: 3 clusters Score -351221.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -351276.281250 Penalty: 2725.357910
	Iteration 15Q: 3 clusters Score -351276.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -351315.000000 Penalty: 2725.357910
	Iteration 16Q: 3 clusters Score -351315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -351343.187500 Penalty: 2725.357910
	Iteration 17Q: 3 clusters Score -351343.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -351367.187500 Penalty: 2725.357910
	Iteration 18Q: 3 clusters Score -351367.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -351388.187500 Penalty: 2725.357910
	Iteration 19Q: 3 clusters Score -351388.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -351409.718750 Penalty: 2725.357910
	Iteration 20F: 3 clusters Score -351409.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -351434.156250 Penalty: 2725.357910
	Iteration 21Q: 3 clusters Score -351434.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -351445.500000 Penalty: 2725.357910
	Iteration 22Q: 3 clusters Score -351445.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -351456.562500 Penalty: 2725.357910
	Iteration 23Q: 3 clusters Score -351456.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -351467.718750 Penalty: 2725.357910
	Iteration 24Q: 3 clusters Score -351467.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -351476.406250 Penalty: 2725.357910
	Iteration 25Q: 3 clusters Score -351476.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -351484.187500 Penalty: 2725.357910
	Iteration 26Q: 3 clusters Score -351484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -351487.906250 Penalty: 2725.357910
	Iteration 27Q: 3 clusters Score -351487.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351490.531250 Penalty: 2725.357910
	Iteration 28Q: 3 clusters Score -351490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -351494.000000 Penalty: 2725.357910
	Iteration 29Q: 3 clusters Score -351494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -351494.343750 Penalty: 2725.357910
	Iteration 30Q: 3 clusters Score -351494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -351494.937500 Penalty: 2725.357910
	Iteration 31Q: 3 clusters Score -351494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -351495.437500 Penalty: 2725.357910
	Iteration 32Q: 3 clusters Score -351495.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -351495.812500 Penalty: 2725.357910
	Iteration 33Q: 3 clusters Score -351495.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -351496.500000 Penalty: 2725.357910
	Iteration 34Q: 3 clusters Score -351496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -351497.281250 Penalty: 2725.357910
	Iteration 35Q: 3 clusters Score -351497.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -351500.500000 Penalty: 2725.357910
	Iteration 36Q: 3 clusters Score -351500.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -351502.718750 Penalty: 2725.357910
	Iteration 37Q: 3 clusters Score -351502.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -351506.625000 Penalty: 2725.357910
	Iteration 38Q: 3 clusters Score -351506.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -351507.750000 Penalty: 2725.357910
	Iteration 39Q: 3 clusters Score -351507.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -351510.125000 Penalty: 2725.357910
	Iteration 40F: 3 clusters Score -351510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351514.156250 Penalty: 2725.357910
	Iteration 41Q: 3 clusters Score -351514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351516.687500 Penalty: 2725.357910
	Iteration 42Q: 3 clusters Score -351516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351518.156250 Penalty: 2725.357910
	Iteration 43Q: 3 clusters Score -351518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -351519.312500 Penalty: 2725.357910
	Iteration 44Q: 3 clusters Score -351519.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351519.500000 Penalty: 2725.357910
	Iteration 45Q: 3 clusters Score -351519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351519.500000 Penalty: 2725.357910
	Iteration 46F: 3 clusters Score -351519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -424321.843750 Penalty: 1373.087769
	Iteration 0F: 2 clusters Score -424321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -420574.593750 Penalty: 2746.175537
	Iteration 0F: 3 clusters Score -420574.6 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -421634.625000 Penalty: 2746.175537
	Iteration 1F: 3 clusters Score -421634.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -421813.625000 Penalty: 2746.175537
	Iteration 2F: 3 clusters Score -421813.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -421960.968750 Penalty: 2746.175537
	Iteration 3F: 3 clusters Score -421961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -422066.062500 Penalty: 2746.175537
	Iteration 4Q: 3 clusters Score -422066.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -422172.062500 Penalty: 2746.175537
	Iteration 5Q: 3 clusters Score -422172.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -422262.812500 Penalty: 2746.175537
	Iteration 6Q: 3 clusters Score -422262.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -422356.593750 Penalty: 2746.175537
	Iteration 7Q: 3 clusters Score -422356.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -422445.656250 Penalty: 2746.175537
	Iteration 8Q: 3 clusters Score -422445.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -422521.000000 Penalty: 2746.175537
	Iteration 9Q: 3 clusters Score -422521 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -422592.906250 Penalty: 2746.175537
	Iteration 10Q: 3 clusters Score -422592.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -422652.875000 Penalty: 2746.175537
	Iteration 11Q: 3 clusters Score -422652.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -422701.343750 Penalty: 2746.175537
	Iteration 12Q: 3 clusters Score -422701.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -422747.906250 Penalty: 2746.175537
	Iteration 13Q: 3 clusters Score -422747.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -422792.937500 Penalty: 2746.175537
	Iteration 14Q: 3 clusters Score -422792.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -422843.875000 Penalty: 2746.175537
	Iteration 15Q: 3 clusters Score -422843.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -422892.625000 Penalty: 2746.175537
	Iteration 16Q: 3 clusters Score -422892.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -422935.375000 Penalty: 2746.175537
	Iteration 17Q: 3 clusters Score -422935.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -422963.312500 Penalty: 2746.175537
	Iteration 18Q: 3 clusters Score -422963.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -422991.687500 Penalty: 2746.175537
	Iteration 19Q: 3 clusters Score -422991.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -423015.062500 Penalty: 2746.175537
	Iteration 20F: 3 clusters Score -423015.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -423031.312500 Penalty: 2746.175537
	Iteration 21Q: 3 clusters Score -423031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -423045.812500 Penalty: 2746.175537
	Iteration 22Q: 3 clusters Score -423045.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -423057.968750 Penalty: 2746.175537
	Iteration 23Q: 3 clusters Score -423058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -423064.781250 Penalty: 2746.175537
	Iteration 24Q: 3 clusters Score -423064.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -423070.843750 Penalty: 2746.175537
	Iteration 25Q: 3 clusters Score -423070.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -423074.968750 Penalty: 2746.175537
	Iteration 26Q: 3 clusters Score -423075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -423083.187500 Penalty: 2746.175537
	Iteration 27Q: 3 clusters Score -423083.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -423088.250000 Penalty: 2746.175537
	Iteration 28Q: 3 clusters Score -423088.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -423093.218750 Penalty: 2746.175537
	Iteration 29Q: 3 clusters Score -423093.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -423096.187500 Penalty: 2746.175537
	Iteration 30Q: 3 clusters Score -423096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -423097.093750 Penalty: 2746.175537
	Iteration 31Q: 3 clusters Score -423097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -423097.093750 Penalty: 2746.175537
	Iteration 32F: 3 clusters Score -423097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -102619.968750 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -102620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -101027.703125 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -101027.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -101444.093750 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -101444.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -101539.859375 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -101539.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -101595.984375 Penalty: 2338.923096
	Iteration 3Q: 3 clusters Score -101596 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -101632.398438 Penalty: 2338.923096
	Iteration 4Q: 3 clusters Score -101632.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -101664.320312 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -101664.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101687.429688 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -101687.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -101709.882812 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -101709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -101724.062500 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -101724.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101736.890625 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -101736.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -101750.453125 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -101750.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -101769.187500 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -101769.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -101797.234375 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -101797.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -101818.890625 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -101818.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101835.570312 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -101835.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -101853.859375 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -101853.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -101878.812500 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -101878.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -101899.710938 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -101899.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -101911.875000 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -101911.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -101924.500000 Penalty: 2338.923096
	Iteration 19Q: 3 clusters Score -101924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -101932.804688 Penalty: 2338.923096
	Iteration 20F: 3 clusters Score -101932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -101939.406250 Penalty: 2338.923096
	Iteration 21Q: 3 clusters Score -101939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101942.867188 Penalty: 2338.923096
	Iteration 22Q: 3 clusters Score -101942.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -101946.820312 Penalty: 2338.923096
	Iteration 23Q: 3 clusters Score -101946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101947.328125 Penalty: 2338.923096
	Iteration 24Q: 3 clusters Score -101947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -101947.328125 Penalty: 2338.923096
	Iteration 25F: 3 clusters Score -101947.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Entering Unmasked Estep 
Score: -575875.187500 Penalty: 1426.352783
	Iteration 0F: 2 clusters Score -575875.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -570937.125000 Penalty: 2852.705566
	Iteration 0F: 3 clusters Score -570937.1 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -572496.437500 Penalty: 2852.705566
	Iteration 1F: 3 clusters Score -572496.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -572868.562500 Penalty: 2852.705566
	Iteration 2F: 3 clusters Score -572868.6 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -573237.000000 Penalty: 2852.705566
	Iteration 3F: 3 clusters Score -573237 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -573623.375000 Penalty: 2852.705566
	Iteration 4F: 3 clusters Score -573623.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -574019.187500 Penalty: 2852.705566
	Iteration 5F: 3 clusters Score -574019.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -574355.062500 Penalty: 2852.705566
	Iteration 6F: 3 clusters Score -574355.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -574601.375000 Penalty: 2852.705566
	Iteration 7F: 3 clusters Score -574601.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -574739.750000 Penalty: 2852.705566
	Iteration 8Q: 3 clusters Score -574739.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -574823.437500 Penalty: 2852.705566
	Iteration 9Q: 3 clusters Score -574823.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -574878.937500 Penalty: 2852.705566
	Iteration 10Q: 3 clusters Score -574878.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -574918.875000 Penalty: 2852.705566
	Iteration 11Q: 3 clusters Score -574918.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -574954.250000 Penalty: 2852.705566
	Iteration 12Q: 3 clusters Score -574954.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -574986.500000 Penalty: 2852.705566
	Iteration 13Q: 3 clusters Score -574986.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -575008.562500 Penalty: 2852.705566
	Iteration 14Q: 3 clusters Score -575008.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -575023.250000 Penalty: 2852.705566
	Iteration 15Q: 3 clusters Score -575023.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -575039.312500 Penalty: 2852.705566
	Iteration 16Q: 3 clusters Score -575039.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -575052.812500 Penalty: 2852.705566
	Iteration 17Q: 3 clusters Score -575052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -575066.437500 Penalty: 2852.705566
	Iteration 18Q: 3 clusters Score -575066.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -575081.937500 Penalty: 2852.705566
	Iteration 19Q: 3 clusters Score -575081.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -575097.750000 Penalty: 2852.705566
	Iteration 20F: 3 clusters Score -575097.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -575119.437500 Penalty: 2852.705566
	Iteration 21Q: 3 clusters Score -575119.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -575151.437500 Penalty: 2852.705566
	Iteration 22Q: 3 clusters Score -575151.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -575183.750000 Penalty: 2852.705566
	Iteration 23Q: 3 clusters Score -575183.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -575227.812500 Penalty: 2852.705566
	Iteration 24Q: 3 clusters Score -575227.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -575315.187500 Penalty: 2852.705566
	Iteration 25Q: 3 clusters Score -575315.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -575435.062500 Penalty: 2852.705566
	Iteration 26Q: 3 clusters Score -575435.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -575534.437500 Penalty: 2852.705566
	Iteration 27Q: 3 clusters Score -575534.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -575598.062500 Penalty: 2852.705566
	Iteration 28Q: 3 clusters Score -575598.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -575633.125000 Penalty: 2852.705566
	Iteration 29Q: 3 clusters Score -575633.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -575646.062500 Penalty: 2852.705566
	Iteration 30Q: 3 clusters Score -575646.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -575653.000000 Penalty: 2852.705566
	Iteration 31Q: 3 clusters Score -575653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -575657.062500 Penalty: 2852.705566
	Iteration 32Q: 3 clusters Score -575657.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -575657.312500 Penalty: 2852.705566
	Iteration 33Q: 3 clusters Score -575657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -575659.062500 Penalty: 2852.705566
	Iteration 34Q: 3 clusters Score -575659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -575661.125000 Penalty: 2852.705566
	Iteration 35Q: 3 clusters Score -575661.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -575660.437500 Penalty: 2852.705566
	Iteration 36Q: 3 clusters Score -575660.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -575661.125000 Penalty: 2852.705566
	Iteration 37Q: 3 clusters Score -575661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -575661.000000 Penalty: 2852.705566
	Iteration 38Q: 3 clusters Score -575661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -575661.000000 Penalty: 2852.705566
	Iteration 39F: 3 clusters Score -575661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Entering Unmasked Estep 
Score: -979535.312500 Penalty: 1515.588745
	Iteration 0F: 2 clusters Score -979535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -971581.812500 Penalty: 3031.177490
	Iteration 0F: 3 clusters Score -971581.8 nChanged 4965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -974443.437500 Penalty: 3031.177490
	Iteration 1F: 3 clusters Score -974443.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -975249.062500 Penalty: 3031.177490
	Iteration 2F: 3 clusters Score -975249.1 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -976052.875000 Penalty: 3031.177490
	Iteration 3F: 3 clusters Score -976052.9 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -976708.250000 Penalty: 3031.177490
	Iteration 4F: 3 clusters Score -976708.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -977227.750000 Penalty: 3031.177490
	Iteration 5F: 3 clusters Score -977227.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -977634.937500 Penalty: 3031.177490
	Iteration 6F: 3 clusters Score -977634.9 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -977970.937500 Penalty: 3031.177490
	Iteration 7Q: 3 clusters Score -977970.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -978212.875000 Penalty: 3031.177490
	Iteration 8Q: 3 clusters Score -978212.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -978384.250000 Penalty: 3031.177490
	Iteration 9Q: 3 clusters Score -978384.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -978525.375000 Penalty: 3031.177490
	Iteration 10Q: 3 clusters Score -978525.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -978658.750000 Penalty: 3031.177490
	Iteration 11Q: 3 clusters Score -978658.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -978814.875000 Penalty: 3031.177490
	Iteration 12Q: 3 clusters Score -978814.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -978966.562500 Penalty: 3031.177490
	Iteration 13Q: 3 clusters Score -978966.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -979114.812500 Penalty: 3031.177490
	Iteration 14Q: 3 clusters Score -979114.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -979236.562500 Penalty: 3031.177490
	Iteration 15Q: 3 clusters Score -979236.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -979328.250000 Penalty: 3031.177490
	Iteration 16Q: 3 clusters Score -979328.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -979400.937500 Penalty: 3031.177490
	Iteration 17Q: 3 clusters Score -979400.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -979457.937500 Penalty: 3031.177490
	Iteration 18Q: 3 clusters Score -979457.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -979507.687500 Penalty: 3031.177490
	Iteration 19Q: 3 clusters Score -979507.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -979551.937500 Penalty: 3031.177490
	Iteration 20F: 3 clusters Score -979551.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -979582.750000 Penalty: 3031.177490
	Iteration 21Q: 3 clusters Score -979582.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -979597.437500 Penalty: 3031.177490
	Iteration 22Q: 3 clusters Score -979597.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -979609.937500 Penalty: 3031.177490
	Iteration 23Q: 3 clusters Score -979609.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -979620.562500 Penalty: 3031.177490
	Iteration 24Q: 3 clusters Score -979620.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -979633.500000 Penalty: 3031.177490
	Iteration 25Q: 3 clusters Score -979633.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -979642.125000 Penalty: 3031.177490
	Iteration 26Q: 3 clusters Score -979642.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -979647.125000 Penalty: 3031.177490
	Iteration 27Q: 3 clusters Score -979647.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -979651.750000 Penalty: 3031.177490
	Iteration 28Q: 3 clusters Score -979651.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -979652.750000 Penalty: 3031.177490
	Iteration 29Q: 3 clusters Score -979652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -979652.437500 Penalty: 3031.177490
	Iteration 30Q: 3 clusters Score -979652.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -979653.062500 Penalty: 3031.177490
	Iteration 31Q: 3 clusters Score -979653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -979654.375000 Penalty: 3031.177490
	Iteration 32Q: 3 clusters Score -979654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -979654.750000 Penalty: 3031.177490
	Iteration 33Q: 3 clusters Score -979654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -979655.062500 Penalty: 3031.177490
	Iteration 34Q: 3 clusters Score -979655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -979655.062500 Penalty: 3031.177490
	Iteration 35F: 3 clusters Score -979655.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 27961 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 16508 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31546 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 33752 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Mstep: Class 22 contains 10451 members 
Entering Unmasked Estep 
Score: -24813288.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24813814.000000 to -24813288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Entering Unmasked Estep 
Score: -1496451.250000 Penalty: 1578.135010
	Iteration 0F: 2 clusters Score -1496451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1485028.500000 Penalty: 3156.270020
	Iteration 0F: 3 clusters Score -1485028 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1489031.125000 Penalty: 3156.270020
	Iteration 1F: 3 clusters Score -1489031 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1489363.625000 Penalty: 3156.270020
	Iteration 2F: 3 clusters Score -1489364 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1489672.750000 Penalty: 3156.270020
	Iteration 3Q: 3 clusters Score -1489673 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1489924.125000 Penalty: 3156.270020
	Iteration 4Q: 3 clusters Score -1489924 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1490164.000000 Penalty: 3156.270020
	Iteration 5Q: 3 clusters Score -1490164 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1490408.375000 Penalty: 3156.270020
	Iteration 6Q: 3 clusters Score -1490408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1490677.000000 Penalty: 3156.270020
	Iteration 7Q: 3 clusters Score -1490677 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1490943.625000 Penalty: 3156.270020
	Iteration 8Q: 3 clusters Score -1490944 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1491243.250000 Penalty: 3156.270020
	Iteration 9Q: 3 clusters Score -1491243 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -1491558.125000 Penalty: 3156.270020
	Iteration 10Q: 3 clusters Score -1491558 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1491905.375000 Penalty: 3156.270020
	Iteration 11Q: 3 clusters Score -1491905 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1492275.125000 Penalty: 3156.270020
	Iteration 12Q: 3 clusters Score -1492275 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1492650.125000 Penalty: 3156.270020
	Iteration 13Q: 3 clusters Score -1492650 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1493005.875000 Penalty: 3156.270020
	Iteration 14Q: 3 clusters Score -1493006 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1493304.875000 Penalty: 3156.270020
	Iteration 15Q: 3 clusters Score -1493305 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1493575.375000 Penalty: 3156.270020
	Iteration 16Q: 3 clusters Score -1493575 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1493818.500000 Penalty: 3156.270020
	Iteration 17Q: 3 clusters Score -1493818 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1494011.125000 Penalty: 3156.270020
	Iteration 18Q: 3 clusters Score -1494011 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1494197.750000 Penalty: 3156.270020
	Iteration 19Q: 3 clusters Score -1494198 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -1494376.875000 Penalty: 3156.270020
	Iteration 20F: 3 clusters Score -1494377 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -1494532.250000 Penalty: 3156.270020
	Iteration 21Q: 3 clusters Score -1494532 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1494665.250000 Penalty: 3156.270020
	Iteration 22Q: 3 clusters Score -1494665 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -1494778.125000 Penalty: 3156.270020
	Iteration 23Q: 3 clusters Score -1494778 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -1494872.625000 Penalty: 3156.270020
	Iteration 24Q: 3 clusters Score -1494873 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1494935.250000 Penalty: 3156.270020
	Iteration 25Q: 3 clusters Score -1494935 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1494984.875000 Penalty: 3156.270020
	Iteration 26Q: 3 clusters Score -1494985 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -1495025.875000 Penalty: 3156.270020
	Iteration 27Q: 3 clusters Score -1495026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1495042.750000 Penalty: 3156.270020
	Iteration 28Q: 3 clusters Score -1495043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1495059.000000 Penalty: 3156.270020
	Iteration 29Q: 3 clusters Score -1495059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -1495074.625000 Penalty: 3156.270020
	Iteration 30Q: 3 clusters Score -1495075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1495091.250000 Penalty: 3156.270020
	Iteration 31Q: 3 clusters Score -1495091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1495104.250000 Penalty: 3156.270020
	Iteration 32Q: 3 clusters Score -1495104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1495109.875000 Penalty: 3156.270020
	Iteration 33Q: 3 clusters Score -1495110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1495118.875000 Penalty: 3156.270020
	Iteration 34Q: 3 clusters Score -1495119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1495125.000000 Penalty: 3156.270020
	Iteration 35Q: 3 clusters Score -1495125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -1495126.750000 Penalty: 3156.270020
	Iteration 36Q: 3 clusters Score -1495127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1495130.750000 Penalty: 3156.270020
	Iteration 37Q: 3 clusters Score -1495131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -1495135.875000 Penalty: 3156.270020
	Iteration 38Q: 3 clusters Score -1495136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1495140.125000 Penalty: 3156.270020
	Iteration 39Q: 3 clusters Score -1495140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -1495140.750000 Penalty: 3156.270020
	Iteration 40F: 3 clusters Score -1495141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Entering Unmasked Estep 
Score: -470272.218750 Penalty: 1396.007568
	Iteration 0F: 2 clusters Score -470272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -466030.000000 Penalty: 2792.015137
	Iteration 0F: 3 clusters Score -466030 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -467177.500000 Penalty: 2792.015137
	Iteration 1F: 3 clusters Score -467177.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -467373.968750 Penalty: 2792.015137
	Iteration 2F: 3 clusters Score -467374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -467485.781250 Penalty: 2792.015137
	Iteration 3F: 3 clusters Score -467485.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -467562.875000 Penalty: 2792.015137
	Iteration 4Q: 3 clusters Score -467562.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -467658.406250 Penalty: 2792.015137
	Iteration 5Q: 3 clusters Score -467658.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -467751.375000 Penalty: 2792.015137
	Iteration 6Q: 3 clusters Score -467751.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -467826.812500 Penalty: 2792.015137
	Iteration 7Q: 3 clusters Score -467826.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -467917.125000 Penalty: 2792.015137
	Iteration 8Q: 3 clusters Score -467917.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -468010.781250 Penalty: 2792.015137
	Iteration 9Q: 3 clusters Score -468010.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -468094.406250 Penalty: 2792.015137
	Iteration 10Q: 3 clusters Score -468094.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -468166.562500 Penalty: 2792.015137
	Iteration 11Q: 3 clusters Score -468166.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -468246.062500 Penalty: 2792.015137
	Iteration 12Q: 3 clusters Score -468246.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -468323.906250 Penalty: 2792.015137
	Iteration 13Q: 3 clusters Score -468323.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -468417.531250 Penalty: 2792.015137
	Iteration 14Q: 3 clusters Score -468417.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -468522.000000 Penalty: 2792.015137
	Iteration 15Q: 3 clusters Score -468522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -468615.437500 Penalty: 2792.015137
	Iteration 16Q: 3 clusters Score -468615.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -468693.687500 Penalty: 2792.015137
	Iteration 17Q: 3 clusters Score -468693.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -468767.656250 Penalty: 2792.015137
	Iteration 18Q: 3 clusters Score -468767.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -468830.937500 Penalty: 2792.015137
	Iteration 19Q: 3 clusters Score -468830.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -468892.906250 Penalty: 2792.015137
	Iteration 20F: 3 clusters Score -468892.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -468952.250000 Penalty: 2792.015137
	Iteration 21Q: 3 clusters Score -468952.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -469003.625000 Penalty: 2792.015137
	Iteration 22Q: 3 clusters Score -469003.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -469040.281250 Penalty: 2792.015137
	Iteration 23Q: 3 clusters Score -469040.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -469072.937500 Penalty: 2792.015137
	Iteration 24Q: 3 clusters Score -469072.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -469099.125000 Penalty: 2792.015137
	Iteration 25Q: 3 clusters Score -469099.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -469125.968750 Penalty: 2792.015137
	Iteration 26Q: 3 clusters Score -469126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -469146.531250 Penalty: 2792.015137
	Iteration 27Q: 3 clusters Score -469146.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -469159.500000 Penalty: 2792.015137
	Iteration 28Q: 3 clusters Score -469159.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -469173.250000 Penalty: 2792.015137
	Iteration 29Q: 3 clusters Score -469173.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -469185.187500 Penalty: 2792.015137
	Iteration 30Q: 3 clusters Score -469185.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -469195.312500 Penalty: 2792.015137
	Iteration 31Q: 3 clusters Score -469195.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -469202.031250 Penalty: 2792.015137
	Iteration 32Q: 3 clusters Score -469202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -469207.812500 Penalty: 2792.015137
	Iteration 33Q: 3 clusters Score -469207.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -469215.250000 Penalty: 2792.015137
	Iteration 34Q: 3 clusters Score -469215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -469218.687500 Penalty: 2792.015137
	Iteration 35Q: 3 clusters Score -469218.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -469221.218750 Penalty: 2792.015137
	Iteration 36Q: 3 clusters Score -469221.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -469224.312500 Penalty: 2792.015137
	Iteration 37Q: 3 clusters Score -469224.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -469226.875000 Penalty: 2792.015137
	Iteration 38Q: 3 clusters Score -469226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -469228.125000 Penalty: 2792.015137
	Iteration 39Q: 3 clusters Score -469228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -469230.281250 Penalty: 2792.015137
	Iteration 40F: 3 clusters Score -469230.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -469232.781250 Penalty: 2792.015137
	Iteration 41Q: 3 clusters Score -469232.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -469237.531250 Penalty: 2792.015137
	Iteration 42Q: 3 clusters Score -469237.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -469241.906250 Penalty: 2792.015137
	Iteration 43Q: 3 clusters Score -469241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -469242.562500 Penalty: 2792.015137
	Iteration 44Q: 3 clusters Score -469242.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -469244.312500 Penalty: 2792.015137
	Iteration 45Q: 3 clusters Score -469244.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -469246.156250 Penalty: 2792.015137
	Iteration 46Q: 3 clusters Score -469246.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -469246.562500 Penalty: 2792.015137
	Iteration 47Q: 3 clusters Score -469246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -469246.562500 Penalty: 2792.015137
	Iteration 48F: 3 clusters Score -469246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Entering Unmasked Estep 
Score: -362690.687500 Penalty: 1350.721924
	Iteration 0F: 2 clusters Score -362690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -359268.531250 Penalty: 2701.443848
	Iteration 0F: 3 clusters Score -359268.5 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -360245.531250 Penalty: 2701.443848
	Iteration 1F: 3 clusters Score -360245.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -360491.625000 Penalty: 2701.443848
	Iteration 2F: 3 clusters Score -360491.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -360805.156250 Penalty: 2701.443848
	Iteration 3F: 3 clusters Score -360805.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -361059.000000 Penalty: 2701.443848
	Iteration 4F: 3 clusters Score -361059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -361251.906250 Penalty: 2701.443848
	Iteration 5F: 3 clusters Score -361251.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -361412.781250 Penalty: 2701.443848
	Iteration 6F: 3 clusters Score -361412.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -361547.656250 Penalty: 2701.443848
	Iteration 7Q: 3 clusters Score -361547.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -361650.250000 Penalty: 2701.443848
	Iteration 8Q: 3 clusters Score -361650.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -361749.875000 Penalty: 2701.443848
	Iteration 9Q: 3 clusters Score -361749.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -361850.718750 Penalty: 2701.443848
	Iteration 10Q: 3 clusters Score -361850.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -361940.437500 Penalty: 2701.443848
	Iteration 11Q: 3 clusters Score -361940.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -362011.500000 Penalty: 2701.443848
	Iteration 12Q: 3 clusters Score -362011.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -362071.875000 Penalty: 2701.443848
	Iteration 13Q: 3 clusters Score -362071.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -362137.531250 Penalty: 2701.443848
	Iteration 14Q: 3 clusters Score -362137.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -362196.562500 Penalty: 2701.443848
	Iteration 15Q: 3 clusters Score -362196.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -362249.531250 Penalty: 2701.443848
	Iteration 16Q: 3 clusters Score -362249.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -362301.312500 Penalty: 2701.443848
	Iteration 17Q: 3 clusters Score -362301.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -362350.968750 Penalty: 2701.443848
	Iteration 18Q: 3 clusters Score -362351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -362396.687500 Penalty: 2701.443848
	Iteration 19Q: 3 clusters Score -362396.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -362454.312500 Penalty: 2701.443848
	Iteration 20F: 3 clusters Score -362454.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -362503.000000 Penalty: 2701.443848
	Iteration 21Q: 3 clusters Score -362503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -362530.968750 Penalty: 2701.443848
	Iteration 22Q: 3 clusters Score -362531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -362542.468750 Penalty: 2701.443848
	Iteration 23Q: 3 clusters Score -362542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -362548.437500 Penalty: 2701.443848
	Iteration 24Q: 3 clusters Score -362548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -362555.656250 Penalty: 2701.443848
	Iteration 25Q: 3 clusters Score -362555.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -362569.125000 Penalty: 2701.443848
	Iteration 26Q: 3 clusters Score -362569.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -362576.000000 Penalty: 2701.443848
	Iteration 27Q: 3 clusters Score -362576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -362579.343750 Penalty: 2701.443848
	Iteration 28Q: 3 clusters Score -362579.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -362585.031250 Penalty: 2701.443848
	Iteration 29Q: 3 clusters Score -362585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -362589.656250 Penalty: 2701.443848
	Iteration 30Q: 3 clusters Score -362589.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -362594.125000 Penalty: 2701.443848
	Iteration 31Q: 3 clusters Score -362594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -362596.593750 Penalty: 2701.443848
	Iteration 32Q: 3 clusters Score -362596.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -362603.406250 Penalty: 2701.443848
	Iteration 33Q: 3 clusters Score -362603.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -362607.812500 Penalty: 2701.443848
	Iteration 34Q: 3 clusters Score -362607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -362609.625000 Penalty: 2701.443848
	Iteration 35Q: 3 clusters Score -362609.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -362612.500000 Penalty: 2701.443848
	Iteration 36Q: 3 clusters Score -362612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -362613.562500 Penalty: 2701.443848
	Iteration 37Q: 3 clusters Score -362613.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -362613.562500 Penalty: 2701.443848
	Iteration 38F: 3 clusters Score -362613.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Entering Unmasked Estep 
Score: -2934248.250000 Penalty: 1683.370361
	Iteration 0F: 2 clusters Score -2934248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2913007.750000 Penalty: 3366.740723
	Iteration 0F: 3 clusters Score -2913008 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2921283.500000 Penalty: 3366.740723
	Iteration 1F: 3 clusters Score -2921284 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2921862.750000 Penalty: 3366.740723
	Iteration 2Q: 3 clusters Score -2921863 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2922627.750000 Penalty: 3366.740723
	Iteration 3F: 3 clusters Score -2922628 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2923683.750000 Penalty: 3366.740723
	Iteration 4F: 3 clusters Score -2923684 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2925139.250000 Penalty: 3366.740723
	Iteration 5F: 3 clusters Score -2925139 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -2927111.500000 Penalty: 3366.740723
	Iteration 6F: 3 clusters Score -2927112 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -2929213.750000 Penalty: 3366.740723
	Iteration 7F: 3 clusters Score -2929214 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2930837.750000 Penalty: 3366.740723
	Iteration 8F: 3 clusters Score -2930838 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2931833.000000 Penalty: 3366.740723
	Iteration 9Q: 3 clusters Score -2931833 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2932292.500000 Penalty: 3366.740723
	Iteration 10Q: 3 clusters Score -2932292 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2932519.250000 Penalty: 3366.740723
	Iteration 11Q: 3 clusters Score -2932519 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2932635.250000 Penalty: 3366.740723
	Iteration 12Q: 3 clusters Score -2932635 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2932695.750000 Penalty: 3366.740723
	Iteration 13Q: 3 clusters Score -2932696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2932723.500000 Penalty: 3366.740723
	Iteration 14Q: 3 clusters Score -2932724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2932737.500000 Penalty: 3366.740723
	Iteration 15Q: 3 clusters Score -2932738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2932749.250000 Penalty: 3366.740723
	Iteration 16Q: 3 clusters Score -2932749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2932762.250000 Penalty: 3366.740723
	Iteration 17Q: 3 clusters Score -2932762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2932768.500000 Penalty: 3366.740723
	Iteration 18Q: 3 clusters Score -2932768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -2932773.000000 Penalty: 3366.740723
	Iteration 19Q: 3 clusters Score -2932773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2932775.500000 Penalty: 3366.740723
	Iteration 20F: 3 clusters Score -2932776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2932781.250000 Penalty: 3366.740723
	Iteration 21Q: 3 clusters Score -2932781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2932781.000000 Penalty: 3366.740723
	Iteration 22Q: 3 clusters Score -2932781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2932783.250000 Penalty: 3366.740723
	Iteration 23Q: 3 clusters Score -2932783 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -2932783.250000 Penalty: 3366.740723
	Iteration 24F: 3 clusters Score -2932783 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Entering Unmasked Estep 
Score: -294713.687500 Penalty: 1318.626465
	Iteration 0F: 2 clusters Score -294713.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -291769.187500 Penalty: 2637.252930
	Iteration 0F: 3 clusters Score -291769.2 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -292544.812500 Penalty: 2637.252930
	Iteration 1F: 3 clusters Score -292544.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -292705.875000 Penalty: 2637.252930
	Iteration 2F: 3 clusters Score -292705.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -292855.125000 Penalty: 2637.252930
	Iteration 3F: 3 clusters Score -292855.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -292997.062500 Penalty: 2637.252930
	Iteration 4F: 3 clusters Score -292997.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293137.187500 Penalty: 2637.252930
	Iteration 5F: 3 clusters Score -293137.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -293257.468750 Penalty: 2637.252930
	Iteration 6Q: 3 clusters Score -293257.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -293351.375000 Penalty: 2637.252930
	Iteration 7Q: 3 clusters Score -293351.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -293424.937500 Penalty: 2637.252930
	Iteration 8Q: 3 clusters Score -293424.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -293489.656250 Penalty: 2637.252930
	Iteration 9Q: 3 clusters Score -293489.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -293554.937500 Penalty: 2637.252930
	Iteration 10Q: 3 clusters Score -293554.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -293627.062500 Penalty: 2637.252930
	Iteration 11Q: 3 clusters Score -293627.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -293707.531250 Penalty: 2637.252930
	Iteration 12Q: 3 clusters Score -293707.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -293774.687500 Penalty: 2637.252930
	Iteration 13Q: 3 clusters Score -293774.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -293847.781250 Penalty: 2637.252930
	Iteration 14Q: 3 clusters Score -293847.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -293910.062500 Penalty: 2637.252930
	Iteration 15Q: 3 clusters Score -293910.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -293975.968750 Penalty: 2637.252930
	Iteration 16Q: 3 clusters Score -293976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -294012.593750 Penalty: 2637.252930
	Iteration 17Q: 3 clusters Score -294012.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -294043.375000 Penalty: 2637.252930
	Iteration 18Q: 3 clusters Score -294043.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -294063.093750 Penalty: 2637.252930
	Iteration 19Q: 3 clusters Score -294063.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -294078.156250 Penalty: 2637.252930
	Iteration 20F: 3 clusters Score -294078.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -294082.375000 Penalty: 2637.252930
	Iteration 21Q: 3 clusters Score -294082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -294088.218750 Penalty: 2637.252930
	Iteration 22Q: 3 clusters Score -294088.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -294092.156250 Penalty: 2637.252930
	Iteration 23Q: 3 clusters Score -294092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -294094.781250 Penalty: 2637.252930
	Iteration 24Q: 3 clusters Score -294094.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -294097.750000 Penalty: 2637.252930
	Iteration 25Q: 3 clusters Score -294097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -294100.625000 Penalty: 2637.252930
	Iteration 26Q: 3 clusters Score -294100.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -294102.812500 Penalty: 2637.252930
	Iteration 27Q: 3 clusters Score -294102.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -294104.437500 Penalty: 2637.252930
	Iteration 28Q: 3 clusters Score -294104.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -294104.531250 Penalty: 2637.252930
	Iteration 29Q: 3 clusters Score -294104.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -294106.656250 Penalty: 2637.252930
	Iteration 30Q: 3 clusters Score -294106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -294107.343750 Penalty: 2637.252930
	Iteration 31Q: 3 clusters Score -294107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -294107.437500 Penalty: 2637.252930
	Iteration 32Q: 3 clusters Score -294107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -294107.437500 Penalty: 2637.252930
	Iteration 33Q: 3 clusters Score -294107.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -294107.437500 Penalty: 2637.252930
	Iteration 34F: 3 clusters Score -294107.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Entering Unmasked Estep 
Score: -1318702.250000 Penalty: 1561.470581
	Iteration 0F: 2 clusters Score -1318702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1308373.000000 Penalty: 3122.941162
	Iteration 0F: 3 clusters Score -1308373 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1311986.500000 Penalty: 3122.941162
	Iteration 1F: 3 clusters Score -1311986 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1312477.750000 Penalty: 3122.941162
	Iteration 2F: 3 clusters Score -1312478 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1312960.250000 Penalty: 3122.941162
	Iteration 3F: 3 clusters Score -1312960 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1313410.500000 Penalty: 3122.941162
	Iteration 4F: 3 clusters Score -1313410 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1313871.750000 Penalty: 3122.941162
	Iteration 5F: 3 clusters Score -1313872 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1314266.250000 Penalty: 3122.941162
	Iteration 6Q: 3 clusters Score -1314266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1314624.875000 Penalty: 3122.941162
	Iteration 7Q: 3 clusters Score -1314625 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1314946.625000 Penalty: 3122.941162
	Iteration 8Q: 3 clusters Score -1314947 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1315215.125000 Penalty: 3122.941162
	Iteration 9Q: 3 clusters Score -1315215 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1315430.625000 Penalty: 3122.941162
	Iteration 10Q: 3 clusters Score -1315431 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1315608.250000 Penalty: 3122.941162
	Iteration 11Q: 3 clusters Score -1315608 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1315721.250000 Penalty: 3122.941162
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1315804 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1315873 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1315931.875000 Penalty: 3122.941162
	Iteration 15Q: 3 clusters Score -1315932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1315994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1316065 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1316219 nChanged 222
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1316295.500000 Penalty: 3122.941162
	Iteration 20F: 3 clusters Score -1316296 nChanged 206
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Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1316364 nChanged 202
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1316436 nChanged 196
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1316513 nChanged 219
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Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1316662 nChanged 194
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Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1316734 nChanged 198
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Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1316802 nChanged 195
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1316882 nChanged 186
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1316937 nChanged 165
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Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1316992 nChanged 180
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1317056 nChanged 171
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Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1317104 nChanged 158
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Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1317155 nChanged 177
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Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1317217 nChanged 168
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Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1317272 nChanged 165
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Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1317322 nChanged 152
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Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1317368 nChanged 156
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Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1317414 nChanged 137
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Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1317460 nChanged 133
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Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1317512.875000 Penalty: 3122.941162
	Iteration 40F: 3 clusters Score -1317513 nChanged 143
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Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1317564 nChanged 145
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Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1317620 nChanged 130
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Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1317659 nChanged 123
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Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1317693 nChanged 111
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Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1317713 nChanged 99
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Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1317749 nChanged 91
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Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1317768 nChanged 83
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Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1317781 nChanged 70
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Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1317799 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1317807 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1317817.125000 Penalty: 3122.941162
	Iteration 51Q: 3 clusters Score -1317817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1317822 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1317830.875000 Penalty: 3122.941162
	Iteration 53Q: 3 clusters Score -1317831 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1317837.625000 Penalty: 3122.941162
	Iteration 54Q: 3 clusters Score -1317838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1317843.500000 Penalty: 3122.941162
	Iteration 55Q: 3 clusters Score -1317844 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1317841.000000 Penalty: 3122.941162
	Iteration 56Q: 3 clusters Score -1317841 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1317844 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1317847.875000 Penalty: 3122.941162
	Iteration 58Q: 3 clusters Score -1317848 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1317849 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1317847.000000 Penalty: 3122.941162
	Iteration 60F: 3 clusters Score -1317847 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1317849 nChanged 10
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Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1317852.625000 Penalty: 3122.941162
	Iteration 62Q: 3 clusters Score -1317853 nChanged 10
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1317852 nChanged 8
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Mstep: Class 1 contains 9838 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1317855 nChanged 8
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Mstep: Class 1 contains 9834 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1317859 nChanged 13
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Mstep: Class 1 contains 9829 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1317861 nChanged 16
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Mstep: Class 1 contains 9823 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1317861 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9819 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1317865 nChanged 19
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Mstep: Class 1 contains 9818 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1317863 nChanged 21
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Mstep: Class 1 contains 9819 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1317866 nChanged 17
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Mstep: Class 1 contains 9820 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1317863 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9821 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1317866 nChanged 5
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Mstep: Class 1 contains 9820 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1317865 nChanged 7
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Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1317868 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1317870 nChanged 17
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Mstep: Class 1 contains 9836 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1317872 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1317874 nChanged 16
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Mstep: Class 1 contains 9850 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1317873 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9854 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1317877 nChanged 11
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Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1317876 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1317879 nChanged 14
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Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1317883.625000 Penalty: 3122.941162
	Iteration 82Q: 3 clusters Score -1317884 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1317885 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1317882 nChanged 8
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Mstep: Class 1 contains 9886 members 
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	Iteration 85Q: 3 clusters Score -1317882 nChanged 10
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Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 5011 members 
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	Iteration 86Q: 3 clusters Score -1317886 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5006 members 
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	Iteration 87Q: 3 clusters Score -1317885 nChanged 10
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Mstep: Class 1 contains 9899 members 
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	Iteration 88Q: 3 clusters Score -1317887 nChanged 10
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Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 4994 members 
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	Iteration 89Q: 3 clusters Score -1317884 nChanged 9
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Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4987 members 
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	Iteration 90Q: 3 clusters Score -1317886 nChanged 8
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Mstep: Class 1 contains 9916 members 
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	Iteration 91Q: 3 clusters Score -1317886 nChanged 9
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Mstep: Class 1 contains 9923 members 
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	Iteration 92Q: 3 clusters Score -1317888 nChanged 10
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Mstep: Class 1 contains 9927 members 
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	Iteration 93Q: 3 clusters Score -1317889 nChanged 9
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Mstep: Class 1 contains 9928 members 
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	Iteration 94Q: 3 clusters Score -1317890 nChanged 10
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	Iteration 95Q: 3 clusters Score -1317889 nChanged 9
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	Iteration 96Q: 3 clusters Score -1317891 nChanged 6
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	Iteration 97Q: 3 clusters Score -1317890 nChanged 8
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	Iteration 98Q: 3 clusters Score -1317892 nChanged 5
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Mstep: Class 1 contains 9924 members 
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	Iteration 99Q: 3 clusters Score -1317893 nChanged 10
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Mstep: Class 1 contains 9920 members 
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	Iteration 100F: 3 clusters Score -1317893 nChanged 10
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	Iteration 101Q: 3 clusters Score -1317895 nChanged 10
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1317897 nChanged 13
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	Iteration 103Q: 3 clusters Score -1317897 nChanged 11
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Mstep: Class 1 contains 9908 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1317900 nChanged 13
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1317899.000000 Penalty: 3122.941162
	Iteration 105Q: 3 clusters Score -1317899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1317903.750000 Penalty: 3122.941162
	Iteration 106Q: 3 clusters Score -1317904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1317901.875000 Penalty: 3122.941162
	Iteration 107Q: 3 clusters Score -1317902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1317908.000000 Penalty: 3122.941162
	Iteration 108Q: 3 clusters Score -1317908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1317906.000000 Penalty: 3122.941162
	Iteration 109Q: 3 clusters Score -1317906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1317906.125000 Penalty: 3122.941162
	Iteration 110Q: 3 clusters Score -1317906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1317910.875000 Penalty: 3122.941162
	Iteration 111Q: 3 clusters Score -1317911 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1317908.375000 Penalty: 3122.941162
	Iteration 112Q: 3 clusters Score -1317908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1317911.875000 Penalty: 3122.941162
	Iteration 113Q: 3 clusters Score -1317912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1317911.000000 Penalty: 3122.941162
	Iteration 114Q: 3 clusters Score -1317911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1317911.000000 Penalty: 3122.941162
	Iteration 115Q: 3 clusters Score -1317911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1317911.375000 Penalty: 3122.941162
	Iteration 116Q: 3 clusters Score -1317911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1317912.875000 Penalty: 3122.941162
	Iteration 117Q: 3 clusters Score -1317913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1317912.875000 Penalty: 3122.941162
	Iteration 118F: 3 clusters Score -1317913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Entering Unmasked Estep 
Score: -3031083.750000 Penalty: 1694.354248
	Iteration 0F: 2 clusters Score -3031084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3008287.500000 Penalty: 3388.708496
	Iteration 0F: 3 clusters Score -3008288 nChanged 15722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3017046.750000 Penalty: 3388.708496
	Iteration 1F: 3 clusters Score -3017047 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3017468.250000 Penalty: 3388.708496
	Iteration 2Q: 3 clusters Score -3017468 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3017818.250000 Penalty: 3388.708496
	Iteration 3Q: 3 clusters Score -3017818 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -3018188.000000 Penalty: 3388.708496
	Iteration 4Q: 3 clusters Score -3018188 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -3018540.250000 Penalty: 3388.708496
	Iteration 5Q: 3 clusters Score -3018540 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3018899.750000 Penalty: 3388.708496
	Iteration 6Q: 3 clusters Score -3018900 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3019322.500000 Penalty: 3388.708496
	Iteration 7Q: 3 clusters Score -3019322 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -3019892.750000 Penalty: 3388.708496
	Iteration 8Q: 3 clusters Score -3019893 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -3020725.500000 Penalty: 3388.708496
	Iteration 9Q: 3 clusters Score -3020726 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -3021724.000000 Penalty: 3388.708496
	Iteration 10Q: 3 clusters Score -3021724 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3022650.000000 Penalty: 3388.708496
	Iteration 11Q: 3 clusters Score -3022650 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3023299.000000 Penalty: 3388.708496
	Iteration 12Q: 3 clusters Score -3023299 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3023609.500000 Penalty: 3388.708496
	Iteration 13Q: 3 clusters Score -3023610 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -3023722.250000 Penalty: 3388.708496
	Iteration 14Q: 3 clusters Score -3023722 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3023791.750000 Penalty: 3388.708496
	Iteration 15Q: 3 clusters Score -3023792 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3023820.250000 Penalty: 3388.708496
	Iteration 16Q: 3 clusters Score -3023820 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -3023861.750000 Penalty: 3388.708496
	Iteration 17Q: 3 clusters Score -3023862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -3023896.250000 Penalty: 3388.708496
	Iteration 18Q: 3 clusters Score -3023896 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3023908.000000 Penalty: 3388.708496
	Iteration 19Q: 3 clusters Score -3023908 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3023906.750000 Penalty: 3388.708496
	Iteration 20F: 3 clusters Score -3023907 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -3023925.750000 Penalty: 3388.708496
	Iteration 21Q: 3 clusters Score -3023926 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3023932.250000 Penalty: 3388.708496
	Iteration 22Q: 3 clusters Score -3023932 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -3023939.500000 Penalty: 3388.708496
	Iteration 23Q: 3 clusters Score -3023940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -3023944.250000 Penalty: 3388.708496
	Iteration 24Q: 3 clusters Score -3023944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -3023958.000000 Penalty: 3388.708496
	Iteration 25Q: 3 clusters Score -3023958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3023964.250000 Penalty: 3388.708496
	Iteration 26Q: 3 clusters Score -3023964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3023973.000000 Penalty: 3388.708496
	Iteration 27Q: 3 clusters Score -3023973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -3023977.000000 Penalty: 3388.708496
	Iteration 28Q: 3 clusters Score -3023977 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3023996.000000 Penalty: 3388.708496
	Iteration 29Q: 3 clusters Score -3023996 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -3023997.250000 Penalty: 3388.708496
	Iteration 30Q: 3 clusters Score -3023997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3024010.000000 Penalty: 3388.708496
	Iteration 31Q: 3 clusters Score -3024010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3024005.250000 Penalty: 3388.708496
	Iteration 32Q: 3 clusters Score -3024005 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -3024003.750000 Penalty: 3388.708496
	Iteration 33Q: 3 clusters Score -3024004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3024004.250000 Penalty: 3388.708496
	Iteration 34Q: 3 clusters Score -3024004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3024007.000000 Penalty: 3388.708496
	Iteration 35Q: 3 clusters Score -3024007 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3024001.000000 Penalty: 3388.708496
	Iteration 36Q: 3 clusters Score -3024001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3024005.000000 Penalty: 3388.708496
	Iteration 37Q: 3 clusters Score -3024005 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3024011.000000 Penalty: 3388.708496
	Iteration 38Q: 3 clusters Score -3024011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -3024018.000000 Penalty: 3388.708496
	Iteration 39Q: 3 clusters Score -3024018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3024028.250000 Penalty: 3388.708496
	Iteration 40F: 3 clusters Score -3024028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3024028.250000 Penalty: 3388.708496
	Iteration 41Q: 3 clusters Score -3024028 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3024030.000000 Penalty: 3388.708496
	Iteration 42Q: 3 clusters Score -3024030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3024031.750000 Penalty: 3388.708496
	Iteration 43Q: 3 clusters Score -3024032 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3024032.000000 Penalty: 3388.708496
	Iteration 44Q: 3 clusters Score -3024032 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -3024044.250000 Penalty: 3388.708496
	Iteration 45Q: 3 clusters Score -3024044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3024045.250000 Penalty: 3388.708496
	Iteration 46Q: 3 clusters Score -3024045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3024046.750000 Penalty: 3388.708496
	Iteration 47Q: 3 clusters Score -3024047 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -3024040.750000 Penalty: 3388.708496
	Iteration 48Q: 3 clusters Score -3024041 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3024045.000000 Penalty: 3388.708496
	Iteration 49Q: 3 clusters Score -3024045 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -3024045.750000 Penalty: 3388.708496
	Iteration 50Q: 3 clusters Score -3024046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -3024055.500000 Penalty: 3388.708496
	Iteration 51Q: 3 clusters Score -3024056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3024065.500000 Penalty: 3388.708496
	Iteration 52Q: 3 clusters Score -3024066 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3024063.500000 Penalty: 3388.708496
	Iteration 53Q: 3 clusters Score -3024064 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -3024070.000000 Penalty: 3388.708496
	Iteration 54Q: 3 clusters Score -3024070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3024087.750000 Penalty: 3388.708496
	Iteration 55Q: 3 clusters Score -3024088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -3024086.750000 Penalty: 3388.708496
	Iteration 56Q: 3 clusters Score -3024087 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -3024100.250000 Penalty: 3388.708496
	Iteration 57Q: 3 clusters Score -3024100 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3024110.750000 Penalty: 3388.708496
	Iteration 58Q: 3 clusters Score -3024111 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3024120.750000 Penalty: 3388.708496
	Iteration 59Q: 3 clusters Score -3024121 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -3024141.000000 Penalty: 3388.708496
	Iteration 60F: 3 clusters Score -3024141 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3024161.000000 Penalty: 3388.708496
	Iteration 61Q: 3 clusters Score -3024161 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3024180.500000 Penalty: 3388.708496
	Iteration 62Q: 3 clusters Score -3024180 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3024205.750000 Penalty: 3388.708496
	Iteration 63Q: 3 clusters Score -3024206 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3024245.500000 Penalty: 3388.708496
	Iteration 64Q: 3 clusters Score -3024246 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -3024290.500000 Penalty: 3388.708496
	Iteration 65Q: 3 clusters Score -3024290 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -3024346.000000 Penalty: 3388.708496
	Iteration 66Q: 3 clusters Score -3024346 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -3024398.750000 Penalty: 3388.708496
	Iteration 67Q: 3 clusters Score -3024399 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -3024482.500000 Penalty: 3388.708496
	Iteration 68Q: 3 clusters Score -3024482 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3024563.250000 Penalty: 3388.708496
	Iteration 69Q: 3 clusters Score -3024563 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -3024682.250000 Penalty: 3388.708496
	Iteration 70Q: 3 clusters Score -3024682 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3024831.750000 Penalty: 3388.708496
	Iteration 71Q: 3 clusters Score -3024832 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -3025022.250000 Penalty: 3388.708496
	Iteration 72Q: 3 clusters Score -3025022 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3025309.750000 Penalty: 3388.708496
	Iteration 73Q: 3 clusters Score -3025310 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -3025655.000000 Penalty: 3388.708496
	Iteration 74Q: 3 clusters Score -3025655 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -3026043.750000 Penalty: 3388.708496
	Iteration 75Q: 3 clusters Score -3026044 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -3026492.250000 Penalty: 3388.708496
	Iteration 76Q: 3 clusters Score -3026492 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -3026894.750000 Penalty: 3388.708496
	Iteration 77Q: 3 clusters Score -3026895 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3027260.500000 Penalty: 3388.708496
	Iteration 78Q: 3 clusters Score -3027260 nChanged 579
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Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3027491 nChanged 423
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Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3027666 nChanged 347
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Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3027774 nChanged 301
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Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3027847 nChanged 217
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Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3027907 nChanged 200
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Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3027934 nChanged 170
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Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3027947 nChanged 151
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Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3027981 nChanged 139
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Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3028015 nChanged 132
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Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3028021 nChanged 114
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Mstep: Class 2 contains 19493 members 
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	Iteration 89Q: 3 clusters Score -3028033 nChanged 117
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Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3028053 nChanged 119
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Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3028070 nChanged 123
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Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3028093 nChanged 117
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Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3028106 nChanged 119
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Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3028118 nChanged 124
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3028140 nChanged 107
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Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3028150 nChanged 88
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Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3028146 nChanged 69
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Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3028153 nChanged 73
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Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3028166 nChanged 83
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Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3028170 nChanged 69
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Mstep: Class 2 contains 19087 members 
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	Iteration 101Q: 3 clusters Score -3028177 nChanged 63
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Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3028175 nChanged 64
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	Iteration 103Q: 3 clusters Score -3028196 nChanged 61
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3028197 nChanged 45
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	Iteration 105Q: 3 clusters Score -3028200 nChanged 55
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	Iteration 106Q: 3 clusters Score -3028207 nChanged 70
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	Iteration 107Q: 3 clusters Score -3028211 nChanged 71
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	Iteration 108Q: 3 clusters Score -3028218 nChanged 66
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	Iteration 109Q: 3 clusters Score -3028229 nChanged 65
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	Iteration 110Q: 3 clusters Score -3028246 nChanged 69
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	Iteration 111Q: 3 clusters Score -3028256 nChanged 67
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	Iteration 112Q: 3 clusters Score -3028270 nChanged 76
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Mstep: Class 2 contains 19109 members 
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	Iteration 113Q: 3 clusters Score -3028256 nChanged 77
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	Iteration 114Q: 3 clusters Score -3028261 nChanged 79
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3028266 nChanged 70
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	Iteration 116Q: 3 clusters Score -3028264 nChanged 62
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	Iteration 117Q: 3 clusters Score -3028280 nChanged 58
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	Iteration 118Q: 3 clusters Score -3028287 nChanged 47
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	Iteration 119Q: 3 clusters Score -3028291 nChanged 36
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	Iteration 120F: 3 clusters Score -3028296 nChanged 32
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	Iteration 121Q: 3 clusters Score -3028290 nChanged 27
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Mstep: Class 2 contains 19107 members 
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	Iteration 122Q: 3 clusters Score -3028306 nChanged 28
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	Iteration 123Q: 3 clusters Score -3028309 nChanged 18
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	Iteration 124Q: 3 clusters Score -3028303 nChanged 15
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	Iteration 125Q: 3 clusters Score -3028303 nChanged 11
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Mstep: Class 2 contains 19093 members 
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	Iteration 126Q: 3 clusters Score -3028304 nChanged 15
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	Iteration 127Q: 3 clusters Score -3028299 nChanged 16
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Mstep: Class 2 contains 19084 members 
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	Iteration 128Q: 3 clusters Score -3028299 nChanged 18
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	Iteration 129Q: 3 clusters Score -3028299 nChanged 11
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	Iteration 130Q: 3 clusters Score -3028299 nChanged 13
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	Iteration 131Q: 3 clusters Score -3028301 nChanged 12
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	Iteration 132Q: 3 clusters Score -3028298 nChanged 8
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	Iteration 133Q: 3 clusters Score -3028300 nChanged 12
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	Iteration 134Q: 3 clusters Score -3028298 nChanged 13
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	Iteration 135Q: 3 clusters Score -3028305 nChanged 11
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	Iteration 136Q: 3 clusters Score -3028308 nChanged 12
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	Iteration 137Q: 3 clusters Score -3028308 nChanged 12
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	Iteration 138Q: 3 clusters Score -3028307 nChanged 13
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	Iteration 139Q: 3 clusters Score -3028306 nChanged 12
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	Iteration 140F: 3 clusters Score -3028307 nChanged 7
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	Iteration 141Q: 3 clusters Score -3028312 nChanged 4
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	Iteration 142Q: 3 clusters Score -3028310 nChanged 5
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	Iteration 143Q: 3 clusters Score -3028309 nChanged 9
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	Iteration 144Q: 3 clusters Score -3028315 nChanged 8
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	Iteration 145Q: 3 clusters Score -3028314 nChanged 9
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	Iteration 146Q: 3 clusters Score -3028316 nChanged 9
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	Iteration 147Q: 3 clusters Score -3028320 nChanged 8
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	Iteration 148Q: 3 clusters Score -3028318 nChanged 14
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	Iteration 149Q: 3 clusters Score -3028314 nChanged 9
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	Iteration 150Q: 3 clusters Score -3028309 nChanged 12
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	Iteration 151Q: 3 clusters Score -3028313 nChanged 11
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	Iteration 152Q: 3 clusters Score -3028310 nChanged 10
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	Iteration 153Q: 3 clusters Score -3028306 nChanged 5
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	Iteration 154Q: 3 clusters Score -3028303 nChanged 8
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	Iteration 155Q: 3 clusters Score -3028303 nChanged 3
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	Iteration 156Q: 3 clusters Score -3028301 nChanged 5
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	Iteration 157Q: 3 clusters Score -3028301 nChanged 6
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	Iteration 158Q: 3 clusters Score -3028304 nChanged 3
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	Iteration 159Q: 3 clusters Score -3028304 nChanged 4
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	Iteration 160F: 3 clusters Score -3028304 nChanged 3
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	Iteration 161Q: 3 clusters Score -3028300 nChanged 4
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	Iteration 162Q: 3 clusters Score -3028302 nChanged 6
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	Iteration 163Q: 3 clusters Score -3028301 nChanged 5
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	Iteration 164Q: 3 clusters Score -3028299 nChanged 5
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	Iteration 165Q: 3 clusters Score -3028302 nChanged 4
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	Iteration 166Q: 3 clusters Score -3028303 nChanged 5
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	Iteration 167Q: 3 clusters Score -3028305 nChanged 2
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	Iteration 168Q: 3 clusters Score -3028304 nChanged 3
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	Iteration 169Q: 3 clusters Score -3028303 nChanged 2
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	Iteration 170Q: 3 clusters Score -3028302 nChanged 3
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	Iteration 171Q: 3 clusters Score -3028301 nChanged 1
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Entering Unmasked Estep 
Score: -3028303.000000 Penalty: 3388.708496
	Iteration 172Q: 3 clusters Score -3028303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3028303.000000 Penalty: 3388.708496
	Iteration 173F: 3 clusters Score -3028303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -491131.156250 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -491131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -486860.937500 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -486860.9 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -488097.250000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -488097.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -488297.968750 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -488298 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -488443.656250 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -488443.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -488546.937500 Penalty: 2795.139893
	Iteration 4Q: 3 clusters Score -488546.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -488654.656250 Penalty: 2795.139893
	Iteration 5Q: 3 clusters Score -488654.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -488778.625000 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -488778.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -488911.593750 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -488911.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -489042.250000 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -489042.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -489180.656250 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -489180.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -489292.031250 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -489292 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -489416.281250 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -489416.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -489517.562500 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -489517.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -489603.906250 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -489603.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -489691.906250 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -489691.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -489764.843750 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -489764.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -489839.593750 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -489839.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -489911.968750 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -489912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -489966.656250 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -489966.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -490013.875000 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -490013.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -490049.125000 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -490049.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -490068.593750 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -490068.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -490085.093750 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -490085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -490090.156250 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -490090.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -490096.718750 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -490096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -490102.218750 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -490102.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -490103.343750 Penalty: 2795.139893
	Iteration 26Q: 3 clusters Score -490103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -490107.656250 Penalty: 2795.139893
	Iteration 27Q: 3 clusters Score -490107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -490113.437500 Penalty: 2795.139893
	Iteration 28Q: 3 clusters Score -490113.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -490117.281250 Penalty: 2795.139893
	Iteration 29Q: 3 clusters Score -490117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -490123.562500 Penalty: 2795.139893
	Iteration 30Q: 3 clusters Score -490123.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -490130.531250 Penalty: 2795.139893
	Iteration 31Q: 3 clusters Score -490130.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -490138.343750 Penalty: 2795.139893
	Iteration 32Q: 3 clusters Score -490138.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -490148.687500 Penalty: 2795.139893
	Iteration 33Q: 3 clusters Score -490148.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -490155.343750 Penalty: 2795.139893
	Iteration 34Q: 3 clusters Score -490155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -490159.718750 Penalty: 2795.139893
	Iteration 35Q: 3 clusters Score -490159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -490160.218750 Penalty: 2795.139893
	Iteration 36Q: 3 clusters Score -490160.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -490160.218750 Penalty: 2795.139893
	Iteration 37F: 3 clusters Score -490160.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67557 members 
Entering Unmasked Estep 
Score: -6270964.000000 Penalty: 1807.118042
	Iteration 0F: 2 clusters Score -6270964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -6226008.000000 Penalty: 3614.236084
	Iteration 0F: 3 clusters Score -6226008 nChanged 32047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -6244588.000000 Penalty: 3614.236084
	Iteration 1F: 3 clusters Score -6244588 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -6245513.500000 Penalty: 3614.236084
	Iteration 2Q: 3 clusters Score -6245514 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -6246715.000000 Penalty: 3614.236084
	Iteration 3Q: 3 clusters Score -6246715 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -6248471.000000 Penalty: 3614.236084
	Iteration 4F: 3 clusters Score -6248471 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -6250819.500000 Penalty: 3614.236084
	Iteration 5F: 3 clusters Score -6250820 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -6254130.000000 Penalty: 3614.236084
	Iteration 6F: 3 clusters Score -6254130 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 51977 members 
Entering Unmasked Estep 
Score: -6257895.000000 Penalty: 3614.236084
	Iteration 7F: 3 clusters Score -6257895 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 55923 members 
Entering Unmasked Estep 
Score: -6261492.500000 Penalty: 3614.236084
	Iteration 8F: 3 clusters Score -6261492 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -6263963.000000 Penalty: 3614.236084
	Iteration 9Q: 3 clusters Score -6263963 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -6265547.500000 Penalty: 3614.236084
	Iteration 10Q: 3 clusters Score -6265548 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -6266662.500000 Penalty: 3614.236084
	Iteration 11Q: 3 clusters Score -6266662 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 63026 members 
Entering Unmasked Estep 
Score: -6267419.000000 Penalty: 3614.236084
	Iteration 12Q: 3 clusters Score -6267419 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 63671 members 
Entering Unmasked Estep 
Score: -6268031.000000 Penalty: 3614.236084
	Iteration 13Q: 3 clusters Score -6268031 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 64138 members 
Entering Unmasked Estep 
Score: -6268520.000000 Penalty: 3614.236084
	Iteration 14Q: 3 clusters Score -6268520 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 64453 members 
Entering Unmasked Estep 
Score: -6268801.500000 Penalty: 3614.236084
	Iteration 15Q: 3 clusters Score -6268802 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -6269008.500000 Penalty: 3614.236084
	Iteration 16Q: 3 clusters Score -6269008 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 64863 members 
Entering Unmasked Estep 
Score: -6269138.500000 Penalty: 3614.236084
	Iteration 17Q: 3 clusters Score -6269138 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 64994 members 
Entering Unmasked Estep 
Score: -6269233.500000 Penalty: 3614.236084
	Iteration 18Q: 3 clusters Score -6269234 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -6269284.000000 Penalty: 3614.236084
	Iteration 19Q: 3 clusters Score -6269284 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 65173 members 
Entering Unmasked Estep 
Score: -6269304.500000 Penalty: 3614.236084
	Iteration 20F: 3 clusters Score -6269304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 65241 members 
Entering Unmasked Estep 
Score: -6269342.000000 Penalty: 3614.236084
	Iteration 21Q: 3 clusters Score -6269342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 65306 members 
Entering Unmasked Estep 
Score: -6269351.500000 Penalty: 3614.236084
	Iteration 22Q: 3 clusters Score -6269352 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -6269370.500000 Penalty: 3614.236084
	Iteration 23Q: 3 clusters Score -6269370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 65394 members 
Entering Unmasked Estep 
Score: -6269387.500000 Penalty: 3614.236084
	Iteration 24Q: 3 clusters Score -6269388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 65428 members 
Entering Unmasked Estep 
Score: -6269390.500000 Penalty: 3614.236084
	Iteration 25Q: 3 clusters Score -6269390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 65464 members 
Entering Unmasked Estep 
Score: -6269402.000000 Penalty: 3614.236084
	Iteration 26Q: 3 clusters Score -6269402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 65497 members 
Entering Unmasked Estep 
Score: -6269402.500000 Penalty: 3614.236084
	Iteration 27Q: 3 clusters Score -6269402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 65524 members 
Entering Unmasked Estep 
Score: -6269402.500000 Penalty: 3614.236084
	Iteration 28Q: 3 clusters Score -6269402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 65542 members 
Entering Unmasked Estep 
Score: -6269397.500000 Penalty: 3614.236084
	Iteration 29Q: 3 clusters Score -6269398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 65559 members 
Entering Unmasked Estep 
Score: -6269408.500000 Penalty: 3614.236084
	Iteration 30Q: 3 clusters Score -6269408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 65577 members 
Entering Unmasked Estep 
Score: -6269411.500000 Penalty: 3614.236084
	Iteration 31Q: 3 clusters Score -6269412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 65595 members 
Entering Unmasked Estep 
Score: -6269418.500000 Penalty: 3614.236084
	Iteration 32Q: 3 clusters Score -6269418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 65613 members 
Entering Unmasked Estep 
Score: -6269416.500000 Penalty: 3614.236084
	Iteration 33Q: 3 clusters Score -6269416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -6269412.500000 Penalty: 3614.236084
	Iteration 34Q: 3 clusters Score -6269412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 65649 members 
Entering Unmasked Estep 
Score: -6269415.000000 Penalty: 3614.236084
	Iteration 35Q: 3 clusters Score -6269415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 65663 members 
Entering Unmasked Estep 
Score: -6269425.000000 Penalty: 3614.236084
	Iteration 36Q: 3 clusters Score -6269425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 65676 members 
Entering Unmasked Estep 
Score: -6269430.000000 Penalty: 3614.236084
	Iteration 37Q: 3 clusters Score -6269430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -6269441.500000 Penalty: 3614.236084
	Iteration 38Q: 3 clusters Score -6269442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -6269440.500000 Penalty: 3614.236084
	Iteration 39Q: 3 clusters Score -6269440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 65715 members 
Entering Unmasked Estep 
Score: -6269440.000000 Penalty: 3614.236084
	Iteration 40F: 3 clusters Score -6269440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 65729 members 
Entering Unmasked Estep 
Score: -6269445.500000 Penalty: 3614.236084
	Iteration 41Q: 3 clusters Score -6269446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 65740 members 
Entering Unmasked Estep 
Score: -6269455.000000 Penalty: 3614.236084
	Iteration 42Q: 3 clusters Score -6269455 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 65747 members 
Entering Unmasked Estep 
Score: -6269458.000000 Penalty: 3614.236084
	Iteration 43Q: 3 clusters Score -6269458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 65755 members 
Entering Unmasked Estep 
Score: -6269461.500000 Penalty: 3614.236084
	Iteration 44Q: 3 clusters Score -6269462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 65766 members 
Entering Unmasked Estep 
Score: -6269466.500000 Penalty: 3614.236084
	Iteration 45Q: 3 clusters Score -6269466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 65777 members 
Entering Unmasked Estep 
Score: -6269465.000000 Penalty: 3614.236084
	Iteration 46Q: 3 clusters Score -6269465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 65789 members 
Entering Unmasked Estep 
Score: -6269474.500000 Penalty: 3614.236084
	Iteration 47Q: 3 clusters Score -6269474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 65803 members 
Entering Unmasked Estep 
Score: -6269472.500000 Penalty: 3614.236084
	Iteration 48Q: 3 clusters Score -6269472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 65816 members 
Entering Unmasked Estep 
Score: -6269471.500000 Penalty: 3614.236084
	Iteration 49Q: 3 clusters Score -6269472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -6269480.000000 Penalty: 3614.236084
	Iteration 50Q: 3 clusters Score -6269480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -6269475.500000 Penalty: 3614.236084
	Iteration 51Q: 3 clusters Score -6269476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -6269475.500000 Penalty: 3614.236084
	Iteration 52Q: 3 clusters Score -6269476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -6269479.500000 Penalty: 3614.236084
	Iteration 53Q: 3 clusters Score -6269480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -6269480.000000 Penalty: 3614.236084
	Iteration 54Q: 3 clusters Score -6269480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -6269484.500000 Penalty: 3614.236084
	Iteration 55Q: 3 clusters Score -6269484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -6269494.000000 Penalty: 3614.236084
	Iteration 56Q: 3 clusters Score -6269494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -6269491.000000 Penalty: 3614.236084
	Iteration 57Q: 3 clusters Score -6269491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -6269490.000000 Penalty: 3614.236084
	Iteration 58Q: 3 clusters Score -6269490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 65898 members 
Entering Unmasked Estep 
Score: -6269497.000000 Penalty: 3614.236084
	Iteration 59Q: 3 clusters Score -6269497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -6269492.500000 Penalty: 3614.236084
	Iteration 60F: 3 clusters Score -6269492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -6269503.500000 Penalty: 3614.236084
	Iteration 61Q: 3 clusters Score -6269504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 65935 members 
Entering Unmasked Estep 
Score: -6269505.500000 Penalty: 3614.236084
	Iteration 62Q: 3 clusters Score -6269506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 65948 members 
Entering Unmasked Estep 
Score: -6269506.500000 Penalty: 3614.236084
	Iteration 63Q: 3 clusters Score -6269506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -6269509.000000 Penalty: 3614.236084
	Iteration 64Q: 3 clusters Score -6269509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -6269513.500000 Penalty: 3614.236084
	Iteration 65Q: 3 clusters Score -6269514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -6269512.000000 Penalty: 3614.236084
	Iteration 66Q: 3 clusters Score -6269512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 65974 members 
Entering Unmasked Estep 
Score: -6269519.500000 Penalty: 3614.236084
	Iteration 67Q: 3 clusters Score -6269520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -6269511.000000 Penalty: 3614.236084
	Iteration 68Q: 3 clusters Score -6269511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 65977 members 
Entering Unmasked Estep 
Score: -6269512.000000 Penalty: 3614.236084
	Iteration 69Q: 3 clusters Score -6269512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 65980 members 
Entering Unmasked Estep 
Score: -6269519.500000 Penalty: 3614.236084
	Iteration 70Q: 3 clusters Score -6269520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 65984 members 
Entering Unmasked Estep 
Score: -6269520.000000 Penalty: 3614.236084
	Iteration 71Q: 3 clusters Score -6269520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 65988 members 
Entering Unmasked Estep 
Score: -6269521.500000 Penalty: 3614.236084
	Iteration 72Q: 3 clusters Score -6269522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 65991 members 
Entering Unmasked Estep 
Score: -6269522.500000 Penalty: 3614.236084
	Iteration 73Q: 3 clusters Score -6269522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -6269521.500000 Penalty: 3614.236084
	Iteration 74Q: 3 clusters Score -6269522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 65997 members 
Entering Unmasked Estep 
Score: -6269520.000000 Penalty: 3614.236084
	Iteration 75Q: 3 clusters Score -6269520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 66000 members 
Entering Unmasked Estep 
Score: -6269517.000000 Penalty: 3614.236084
	Iteration 76Q: 3 clusters Score -6269517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -6269525.000000 Penalty: 3614.236084
	Iteration 77Q: 3 clusters Score -6269525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 66010 members 
Entering Unmasked Estep 
Score: -6269521.000000 Penalty: 3614.236084
	Iteration 78Q: 3 clusters Score -6269521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -6269525.500000 Penalty: 3614.236084
	Iteration 79Q: 3 clusters Score -6269526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
Score: -6269525.500000 Penalty: 3614.236084
	Iteration 80F: 3 clusters Score -6269526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -6269528.500000 Penalty: 3614.236084
	Iteration 81Q: 3 clusters Score -6269528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -6269533.500000 Penalty: 3614.236084
	Iteration 82Q: 3 clusters Score -6269534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6269539.500000 Penalty: 3614.236084
	Iteration 83Q: 3 clusters Score -6269540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
Score: -6269541.500000 Penalty: 3614.236084
	Iteration 84Q: 3 clusters Score -6269542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6269546.500000 Penalty: 3614.236084
	Iteration 85Q: 3 clusters Score -6269546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6269546.500000 Penalty: 3614.236084
	Iteration 86F: 3 clusters Score -6269546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -520054.406250 Penalty: 1409.084106
	Iteration 0F: 2 clusters Score -520054.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -515547.406250 Penalty: 2818.168213
	Iteration 0F: 3 clusters Score -515547.4 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -516964.468750 Penalty: 2818.168213
	Iteration 1F: 3 clusters Score -516964.5 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -517267.281250 Penalty: 2818.168213
	Iteration 2F: 3 clusters Score -517267.3 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -517559.531250 Penalty: 2818.168213
	Iteration 3F: 3 clusters Score -517559.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -517855.062500 Penalty: 2818.168213
	Iteration 4F: 3 clusters Score -517855.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -518140.468750 Penalty: 2818.168213
	Iteration 5F: 3 clusters Score -518140.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -518375.437500 Penalty: 2818.168213
	Iteration 6F: 3 clusters Score -518375.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -518531.937500 Penalty: 2818.168213
	Iteration 7Q: 3 clusters Score -518531.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -518663.156250 Penalty: 2818.168213
	Iteration 8Q: 3 clusters Score -518663.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -518748.343750 Penalty: 2818.168213
	Iteration 9Q: 3 clusters Score -518748.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -518818.843750 Penalty: 2818.168213
	Iteration 10Q: 3 clusters Score -518818.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -518873.781250 Penalty: 2818.168213
	Iteration 11Q: 3 clusters Score -518873.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -518932.843750 Penalty: 2818.168213
	Iteration 12Q: 3 clusters Score -518932.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -518987.937500 Penalty: 2818.168213
	Iteration 13Q: 3 clusters Score -518987.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -519028.593750 Penalty: 2818.168213
	Iteration 14Q: 3 clusters Score -519028.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -519059.843750 Penalty: 2818.168213
	Iteration 15Q: 3 clusters Score -519059.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -519096.968750 Penalty: 2818.168213
	Iteration 16Q: 3 clusters Score -519097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -519137.281250 Penalty: 2818.168213
	Iteration 17Q: 3 clusters Score -519137.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -519179.031250 Penalty: 2818.168213
	Iteration 18Q: 3 clusters Score -519179 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -519219.375000 Penalty: 2818.168213
	Iteration 19Q: 3 clusters Score -519219.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -519252.906250 Penalty: 2818.168213
	Iteration 20F: 3 clusters Score -519252.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -519277.187500 Penalty: 2818.168213
	Iteration 21Q: 3 clusters Score -519277.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -519307.187500 Penalty: 2818.168213
	Iteration 22Q: 3 clusters Score -519307.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -519338.437500 Penalty: 2818.168213
	Iteration 23Q: 3 clusters Score -519338.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -519364.468750 Penalty: 2818.168213
	Iteration 24Q: 3 clusters Score -519364.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -519385.000000 Penalty: 2818.168213
	Iteration 25Q: 3 clusters Score -519385 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -519395.187500 Penalty: 2818.168213
	Iteration 26Q: 3 clusters Score -519395.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -519402.625000 Penalty: 2818.168213
	Iteration 27Q: 3 clusters Score -519402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -519406.937500 Penalty: 2818.168213
	Iteration 28Q: 3 clusters Score -519406.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -519410.875000 Penalty: 2818.168213
	Iteration 29Q: 3 clusters Score -519410.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -519414.062500 Penalty: 2818.168213
	Iteration 30Q: 3 clusters Score -519414.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -519420.406250 Penalty: 2818.168213
	Iteration 31Q: 3 clusters Score -519420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -519421.937500 Penalty: 2818.168213
	Iteration 32Q: 3 clusters Score -519421.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -519425.281250 Penalty: 2818.168213
	Iteration 33Q: 3 clusters Score -519425.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -519428.000000 Penalty: 2818.168213
	Iteration 34Q: 3 clusters Score -519428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -519428.656250 Penalty: 2818.168213
	Iteration 35Q: 3 clusters Score -519428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -519430.500000 Penalty: 2818.168213
	Iteration 36Q: 3 clusters Score -519430.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -519432.750000 Penalty: 2818.168213
	Iteration 37Q: 3 clusters Score -519432.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -519433.781250 Penalty: 2818.168213
	Iteration 38Q: 3 clusters Score -519433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -519433.375000 Penalty: 2818.168213
	Iteration 39Q: 3 clusters Score -519433.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -519433.375000 Penalty: 2818.168213
	Iteration 40F: 3 clusters Score -519433.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Entering Unmasked Estep 
Score: -632236.937500 Penalty: 1440.360474
	Iteration 0F: 2 clusters Score -632236.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -626946.687500 Penalty: 2880.720947
	Iteration 0F: 3 clusters Score -626946.7 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -628679.187500 Penalty: 2880.720947
	Iteration 1F: 3 clusters Score -628679.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -629250.937500 Penalty: 2880.720947
	Iteration 2F: 3 clusters Score -629250.9 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -629750.375000 Penalty: 2880.720947
	Iteration 3F: 3 clusters Score -629750.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -630109.062500 Penalty: 2880.720947
	Iteration 4F: 3 clusters Score -630109.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -630334.500000 Penalty: 2880.720947
	Iteration 5F: 3 clusters Score -630334.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -630490.750000 Penalty: 2880.720947
	Iteration 6Q: 3 clusters Score -630490.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -630610.125000 Penalty: 2880.720947
	Iteration 7Q: 3 clusters Score -630610.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -630721.375000 Penalty: 2880.720947
	Iteration 8Q: 3 clusters Score -630721.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -630853.875000 Penalty: 2880.720947
	Iteration 9Q: 3 clusters Score -630853.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -630970.312500 Penalty: 2880.720947
	Iteration 10Q: 3 clusters Score -630970.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -631093.312500 Penalty: 2880.720947
	Iteration 11Q: 3 clusters Score -631093.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -631223.875000 Penalty: 2880.720947
	Iteration 12Q: 3 clusters Score -631223.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -631370.250000 Penalty: 2880.720947
	Iteration 13Q: 3 clusters Score -631370.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -631489.562500 Penalty: 2880.720947
	Iteration 14Q: 3 clusters Score -631489.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -631594.250000 Penalty: 2880.720947
	Iteration 15Q: 3 clusters Score -631594.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -631693.562500 Penalty: 2880.720947
	Iteration 16Q: 3 clusters Score -631693.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -631759.125000 Penalty: 2880.720947
	Iteration 17Q: 3 clusters Score -631759.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -631806.187500 Penalty: 2880.720947
	Iteration 18Q: 3 clusters Score -631806.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -631843.000000 Penalty: 2880.720947
	Iteration 19Q: 3 clusters Score -631843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -631873.000000 Penalty: 2880.720947
	Iteration 20F: 3 clusters Score -631873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -631890.500000 Penalty: 2880.720947
	Iteration 21Q: 3 clusters Score -631890.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -631909.937500 Penalty: 2880.720947
	Iteration 22Q: 3 clusters Score -631909.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -631921.500000 Penalty: 2880.720947
	Iteration 23Q: 3 clusters Score -631921.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -631930.312500 Penalty: 2880.720947
	Iteration 24Q: 3 clusters Score -631930.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -631935.062500 Penalty: 2880.720947
	Iteration 25Q: 3 clusters Score -631935.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -631938.875000 Penalty: 2880.720947
	Iteration 26Q: 3 clusters Score -631938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -631939.187500 Penalty: 2880.720947
	Iteration 27Q: 3 clusters Score -631939.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -631945.500000 Penalty: 2880.720947
	Iteration 28Q: 3 clusters Score -631945.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -631949.437500 Penalty: 2880.720947
	Iteration 29Q: 3 clusters Score -631949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -631950.437500 Penalty: 2880.720947
	Iteration 30Q: 3 clusters Score -631950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -631949.312500 Penalty: 2880.720947
	Iteration 31Q: 3 clusters Score -631949.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -631951.687500 Penalty: 2880.720947
	Iteration 32Q: 3 clusters Score -631951.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -631951.687500 Penalty: 2880.720947
	Iteration 33F: 3 clusters Score -631951.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Entering Unmasked Estep 
Score: -353833.250000 Penalty: 1352.940918
	Iteration 0F: 2 clusters Score -353833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -350369.906250 Penalty: 2705.881836
	Iteration 0F: 3 clusters Score -350369.9 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -351501.031250 Penalty: 2705.881836
	Iteration 1F: 3 clusters Score -351501 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -351815.968750 Penalty: 2705.881836
	Iteration 2F: 3 clusters Score -351816 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -352138.062500 Penalty: 2705.881836
	Iteration 3F: 3 clusters Score -352138.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -352459.593750 Penalty: 2705.881836
	Iteration 4F: 3 clusters Score -352459.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -352742.781250 Penalty: 2705.881836
	Iteration 5F: 3 clusters Score -352742.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -352956.750000 Penalty: 2705.881836
	Iteration 6F: 3 clusters Score -352956.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -353093.218750 Penalty: 2705.881836
	Iteration 7Q: 3 clusters Score -353093.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -353174.718750 Penalty: 2705.881836
	Iteration 8Q: 3 clusters Score -353174.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -353220.843750 Penalty: 2705.881836
	Iteration 9Q: 3 clusters Score -353220.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -353250.000000 Penalty: 2705.881836
	Iteration 10Q: 3 clusters Score -353250 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -353277.406250 Penalty: 2705.881836
	Iteration 11Q: 3 clusters Score -353277.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -353290.562500 Penalty: 2705.881836
	Iteration 12Q: 3 clusters Score -353290.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -353301.281250 Penalty: 2705.881836
	Iteration 13Q: 3 clusters Score -353301.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -353309.218750 Penalty: 2705.881836
	Iteration 14Q: 3 clusters Score -353309.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -353320.343750 Penalty: 2705.881836
	Iteration 15Q: 3 clusters Score -353320.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -353334.531250 Penalty: 2705.881836
	Iteration 16Q: 3 clusters Score -353334.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -353345.750000 Penalty: 2705.881836
	Iteration 17Q: 3 clusters Score -353345.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -353355.187500 Penalty: 2705.881836
	Iteration 18Q: 3 clusters Score -353355.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -353362.625000 Penalty: 2705.881836
	Iteration 19Q: 3 clusters Score -353362.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -353372.062500 Penalty: 2705.881836
	Iteration 20F: 3 clusters Score -353372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -353378.437500 Penalty: 2705.881836
	Iteration 21Q: 3 clusters Score -353378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -353383.281250 Penalty: 2705.881836
	Iteration 22Q: 3 clusters Score -353383.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -353387.906250 Penalty: 2705.881836
	Iteration 23Q: 3 clusters Score -353387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -353391.187500 Penalty: 2705.881836
	Iteration 24Q: 3 clusters Score -353391.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -353393.718750 Penalty: 2705.881836
	Iteration 25Q: 3 clusters Score -353393.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -353394.562500 Penalty: 2705.881836
	Iteration 26Q: 3 clusters Score -353394.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -353397.062500 Penalty: 2705.881836
	Iteration 27Q: 3 clusters Score -353397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -353398.000000 Penalty: 2705.881836
	Iteration 28Q: 3 clusters Score -353398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -353397.906250 Penalty: 2705.881836
	Iteration 29Q: 3 clusters Score -353397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -353398.000000 Penalty: 2705.881836
	Iteration 30Q: 3 clusters Score -353398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -353398.218750 Penalty: 2705.881836
	Iteration 31Q: 3 clusters Score -353398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -353399.031250 Penalty: 2705.881836
	Iteration 32Q: 3 clusters Score -353399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -353399.062500 Penalty: 2705.881836
	Iteration 33Q: 3 clusters Score -353399.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -353399.062500 Penalty: 2705.881836
	Iteration 34F: 3 clusters Score -353399.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -232050.125000 Penalty: 1278.715698
	Iteration 0F: 2 clusters Score -232050.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -229562.000000 Penalty: 2557.431396
	Iteration 0F: 3 clusters Score -229562 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -230211.359375 Penalty: 2557.431396
	Iteration 1F: 3 clusters Score -230211.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -230394.671875 Penalty: 2557.431396
	Iteration 2F: 3 clusters Score -230394.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -230512.265625 Penalty: 2557.431396
	Iteration 3F: 3 clusters Score -230512.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -230612.718750 Penalty: 2557.431396
	Iteration 4Q: 3 clusters Score -230612.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -230708.250000 Penalty: 2557.431396
	Iteration 5Q: 3 clusters Score -230708.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -230786.421875 Penalty: 2557.431396
	Iteration 6Q: 3 clusters Score -230786.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -230846.812500 Penalty: 2557.431396
	Iteration 7Q: 3 clusters Score -230846.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -230889.656250 Penalty: 2557.431396
	Iteration 8Q: 3 clusters Score -230889.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -230920.687500 Penalty: 2557.431396
	Iteration 9Q: 3 clusters Score -230920.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -230940.265625 Penalty: 2557.431396
	Iteration 10Q: 3 clusters Score -230940.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -230955.578125 Penalty: 2557.431396
	Iteration 11Q: 3 clusters Score -230955.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -230972.328125 Penalty: 2557.431396
	Iteration 12Q: 3 clusters Score -230972.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -230984.328125 Penalty: 2557.431396
	Iteration 13Q: 3 clusters Score -230984.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -230996.031250 Penalty: 2557.431396
	Iteration 14Q: 3 clusters Score -230996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -231001.796875 Penalty: 2557.431396
	Iteration 15Q: 3 clusters Score -231001.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -231009.765625 Penalty: 2557.431396
	Iteration 16Q: 3 clusters Score -231009.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -231016.437500 Penalty: 2557.431396
	Iteration 17Q: 3 clusters Score -231016.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -231023.640625 Penalty: 2557.431396
	Iteration 18Q: 3 clusters Score -231023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231032.828125 Penalty: 2557.431396
	Iteration 19Q: 3 clusters Score -231032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -231041.843750 Penalty: 2557.431396
	Iteration 20F: 3 clusters Score -231041.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231049.921875 Penalty: 2557.431396
	Iteration 21Q: 3 clusters Score -231049.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -231054.906250 Penalty: 2557.431396
	Iteration 22Q: 3 clusters Score -231054.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231058.578125 Penalty: 2557.431396
	Iteration 23Q: 3 clusters Score -231058.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -231061.078125 Penalty: 2557.431396
	Iteration 24Q: 3 clusters Score -231061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231064.515625 Penalty: 2557.431396
	Iteration 25Q: 3 clusters Score -231064.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -231068.343750 Penalty: 2557.431396
	Iteration 26Q: 3 clusters Score -231068.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -231070.937500 Penalty: 2557.431396
	Iteration 27Q: 3 clusters Score -231070.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -231070.968750 Penalty: 2557.431396
	Iteration 28Q: 3 clusters Score -231071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -231071.687500 Penalty: 2557.431396
	Iteration 29Q: 3 clusters Score -231071.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -231072.765625 Penalty: 2557.431396
	Iteration 30Q: 3 clusters Score -231072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -231072.765625 Penalty: 2557.431396
	Iteration 31F: 3 clusters Score -231072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Entering Unmasked Estep 
Score: -474004.218750 Penalty: 1388.436523
	Iteration 0F: 2 clusters Score -474004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -469993.937500 Penalty: 2776.873047
	Iteration 0F: 3 clusters Score -469993.9 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -471069.218750 Penalty: 2776.873047
	Iteration 1F: 3 clusters Score -471069.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -471225.718750 Penalty: 2776.873047
	Iteration 2F: 3 clusters Score -471225.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -471322.125000 Penalty: 2776.873047
	Iteration 3Q: 3 clusters Score -471322.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -471392.250000 Penalty: 2776.873047
	Iteration 4Q: 3 clusters Score -471392.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -471439.031250 Penalty: 2776.873047
	Iteration 5Q: 3 clusters Score -471439 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -471483.343750 Penalty: 2776.873047
	Iteration 6Q: 3 clusters Score -471483.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -471529.250000 Penalty: 2776.873047
	Iteration 7Q: 3 clusters Score -471529.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -471585.343750 Penalty: 2776.873047
	Iteration 8Q: 3 clusters Score -471585.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -471637.093750 Penalty: 2776.873047
	Iteration 9Q: 3 clusters Score -471637.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -471682.875000 Penalty: 2776.873047
	Iteration 10Q: 3 clusters Score -471682.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -471720.593750 Penalty: 2776.873047
	Iteration 11Q: 3 clusters Score -471720.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -471751.812500 Penalty: 2776.873047
	Iteration 12Q: 3 clusters Score -471751.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -471791.093750 Penalty: 2776.873047
	Iteration 13Q: 3 clusters Score -471791.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -471838.812500 Penalty: 2776.873047
	Iteration 14Q: 3 clusters Score -471838.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -471888.468750 Penalty: 2776.873047
	Iteration 15Q: 3 clusters Score -471888.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -471948.250000 Penalty: 2776.873047
	Iteration 16Q: 3 clusters Score -471948.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -472014.625000 Penalty: 2776.873047
	Iteration 17Q: 3 clusters Score -472014.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -472096.968750 Penalty: 2776.873047
	Iteration 18Q: 3 clusters Score -472097 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -472176.875000 Penalty: 2776.873047
	Iteration 19Q: 3 clusters Score -472176.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -472265.531250 Penalty: 2776.873047
	Iteration 20F: 3 clusters Score -472265.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -472358.437500 Penalty: 2776.873047
	Iteration 21Q: 3 clusters Score -472358.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -472441.843750 Penalty: 2776.873047
	Iteration 22Q: 3 clusters Score -472441.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -472507.093750 Penalty: 2776.873047
	Iteration 23Q: 3 clusters Score -472507.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -472555.468750 Penalty: 2776.873047
	Iteration 24Q: 3 clusters Score -472555.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -472602.437500 Penalty: 2776.873047
	Iteration 25Q: 3 clusters Score -472602.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -472634.531250 Penalty: 2776.873047
	Iteration 26Q: 3 clusters Score -472634.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -472672.625000 Penalty: 2776.873047
	Iteration 27Q: 3 clusters Score -472672.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -472697.687500 Penalty: 2776.873047
	Iteration 28Q: 3 clusters Score -472697.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -472718.906250 Penalty: 2776.873047
	Iteration 29Q: 3 clusters Score -472718.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -472742.000000 Penalty: 2776.873047
	Iteration 30Q: 3 clusters Score -472742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -472761.968750 Penalty: 2776.873047
	Iteration 31Q: 3 clusters Score -472762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -472767.343750 Penalty: 2776.873047
	Iteration 32Q: 3 clusters Score -472767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -472769.406250 Penalty: 2776.873047
	Iteration 33Q: 3 clusters Score -472769.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -472770.156250 Penalty: 2776.873047
	Iteration 34Q: 3 clusters Score -472770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -472773.437500 Penalty: 2776.873047
	Iteration 35Q: 3 clusters Score -472773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -472775.218750 Penalty: 2776.873047
	Iteration 36Q: 3 clusters Score -472775.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -472776.343750 Penalty: 2776.873047
	Iteration 37Q: 3 clusters Score -472776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -472777.093750 Penalty: 2776.873047
	Iteration 38Q: 3 clusters Score -472777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -472777.093750 Penalty: 2776.873047
	Iteration 39F: 3 clusters Score -472777.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 27961 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 4674 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6487 members 
Mstep: Class 7 contains 11234 members 
Mstep: Class 8 contains 16508 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31546 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14899 members 
Mstep: Class 14 contains 33752 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 67557 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7071 members 
Mstep: Class 19 contains 4129 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813808.000000 Penalty: 42822.269531
Iteration 119Q: 22 clusters Score -2.481381e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 27960 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31546 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 33739 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 67559 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4130 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813784.000000 Penalty: 42822.269531
Iteration 120F: 22 clusters Score -2.481378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 27955 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 6499 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 8 contains 16503 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 31545 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 33729 members 
Mstep: Class 15 contains 5435 members 
Mstep: Class 16 contains 67562 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 2615 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813816.000000 Penalty: 42822.269531
Iteration 121Q: 22 clusters Score -2.481382e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 27949 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6502 members 
Mstep: Class 7 contains 11231 members 
Mstep: Class 8 contains 16503 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31545 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 33717 members 
Mstep: Class 15 contains 5434 members 
Mstep: Class 16 contains 67564 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813806.000000 Penalty: 42822.269531
Iteration 122Q: 22 clusters Score -2.481381e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 27946 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 11232 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31546 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14893 members 
Mstep: Class 14 contains 33701 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 67566 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813778.000000 Penalty: 42822.269531
Iteration 123Q: 22 clusters Score -2.481378e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 27945 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 11230 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31548 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14889 members 
Mstep: Class 14 contains 33694 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 67571 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4137 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813796.000000 Penalty: 42822.269531
Iteration 124Q: 22 clusters Score -2.48138e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 27936 members 
Mstep: Class 3 contains 4385 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6516 members 
Mstep: Class 7 contains 11228 members 
Mstep: Class 8 contains 16507 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 33686 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 67579 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4139 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 125Q: 22 clusters Score -2.481376e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 27930 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 16508 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33685 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 67579 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4141 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813768.000000 Penalty: 42822.269531
Iteration 126Q: 22 clusters Score -2.481377e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 27930 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4663 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 16508 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31550 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33676 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 67585 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7072 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813798.000000 Penalty: 42822.269531
Iteration 127Q: 22 clusters Score -2.48138e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 27930 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 11226 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31550 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33670 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67594 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 2618 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813802.000000 Penalty: 42822.269531
Iteration 128Q: 22 clusters Score -2.48138e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 27931 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6539 members 
Mstep: Class 7 contains 11223 members 
Mstep: Class 8 contains 16506 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33664 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67602 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2619 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813778.000000 Penalty: 42822.269531
Iteration 129Q: 22 clusters Score -2.481378e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 27921 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6548 members 
Mstep: Class 7 contains 11222 members 
Mstep: Class 8 contains 16504 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31549 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 33665 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67604 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4142 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813756.000000 Penalty: 42822.269531
Iteration 130Q: 22 clusters Score -2.481376e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 27914 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6556 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16501 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 31548 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 33668 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67607 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813768.000000 Penalty: 42822.269531
Iteration 131Q: 22 clusters Score -2.481377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 27908 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6565 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16497 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 31550 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33666 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67608 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813752.000000 Penalty: 42822.269531
Iteration 132Q: 22 clusters Score -2.481375e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 27904 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33664 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67609 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813760.000000 Penalty: 42822.269531
Iteration 133Q: 22 clusters Score -2.481376e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 27901 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33657 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67611 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4143 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 134Q: 22 clusters Score -2.481377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31551 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 33646 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67617 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 135Q: 22 clusters Score -2.481377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 27899 members 
Mstep: Class 3 contains 4390 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 11218 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 33642 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67621 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4145 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813754.000000 Penalty: 42822.269531
Iteration 136Q: 22 clusters Score -2.481375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 27892 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 16492 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33639 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 67626 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4146 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813756.000000 Penalty: 42822.269531
Iteration 137Q: 22 clusters Score -2.481376e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 27884 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 16492 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31553 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33637 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 67629 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4148 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813738.000000 Penalty: 42822.269531
Iteration 138Q: 22 clusters Score -2.481374e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33628 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 67634 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813744.000000 Penalty: 42822.269531
Iteration 139Q: 22 clusters Score -2.481374e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6627 members 
Mstep: Class 7 contains 11217 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31554 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33624 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 67636 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813746.000000 Penalty: 42822.269531
Iteration 140F: 22 clusters Score -2.481375e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 27881 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6634 members 
Mstep: Class 7 contains 11213 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31555 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33617 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 67639 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4152 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813742.000000 Penalty: 42822.269531
Iteration 141Q: 22 clusters Score -2.481374e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 27877 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6637 members 
Mstep: Class 7 contains 11212 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31557 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33609 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 67647 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4151 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813774.000000 Penalty: 42822.269531
Iteration 142Q: 22 clusters Score -2.481377e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 27875 members 
Mstep: Class 3 contains 4388 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 11210 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31556 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33602 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 67654 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4153 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813796.000000 Penalty: 42822.269531
Iteration 143Q: 22 clusters Score -2.48138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 27876 members 
Mstep: Class 3 contains 4387 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6638 members 
Mstep: Class 7 contains 11208 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31557 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33592 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 67661 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4154 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813812.000000 Penalty: 42822.269531
Iteration 144Q: 22 clusters Score -2.481381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 27874 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6639 members 
Mstep: Class 7 contains 11205 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31559 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33581 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 67669 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4156 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813776.000000 Penalty: 42822.269531
Iteration 145Q: 22 clusters Score -2.481378e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 27865 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 4657 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6641 members 
Mstep: Class 7 contains 11203 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31561 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33577 members 
Mstep: Class 15 contains 5455 members 
Mstep: Class 16 contains 67674 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813766.000000 Penalty: 42822.269531
Iteration 146Q: 22 clusters Score -2.481377e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 27860 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6644 members 
Mstep: Class 7 contains 11202 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31562 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33574 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 67679 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813778.000000 Penalty: 42822.269531
Iteration 147Q: 22 clusters Score -2.481378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 27856 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6648 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33569 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 67683 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4158 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813772.000000 Penalty: 42822.269531
Iteration 148Q: 22 clusters Score -2.481377e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 27850 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6649 members 
Mstep: Class 7 contains 11199 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33562 members 
Mstep: Class 15 contains 5456 members 
Mstep: Class 16 contains 67688 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813760.000000 Penalty: 42822.269531
Iteration 149Q: 22 clusters Score -2.481376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 27841 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33556 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 67692 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813750.000000 Penalty: 42822.269531
Iteration 150Q: 22 clusters Score -2.481375e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 27837 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6650 members 
Mstep: Class 7 contains 11198 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31564 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33539 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 67697 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813734.000000 Penalty: 42822.269531
Iteration 151Q: 22 clusters Score -2.481373e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 27828 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6652 members 
Mstep: Class 7 contains 11195 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33529 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 67704 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813720.000000 Penalty: 42822.269531
Iteration 152Q: 22 clusters Score -2.481372e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 27827 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6654 members 
Mstep: Class 7 contains 11192 members 
Mstep: Class 8 contains 16497 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33521 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 67708 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4160 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813748.000000 Penalty: 42822.269531
Iteration 153Q: 22 clusters Score -2.481375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 27820 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6656 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33516 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 67711 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813746.000000 Penalty: 42822.269531
Iteration 154Q: 22 clusters Score -2.481375e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 4652 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33512 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 67717 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813760.000000 Penalty: 42822.269531
Iteration 155Q: 22 clusters Score -2.481376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 27812 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31570 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33510 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813748.000000 Penalty: 42822.269531
Iteration 156Q: 22 clusters Score -2.481375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27812 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 157Q: 22 clusters Score -2.481377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33508 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813774.000000 Penalty: 42822.269531
Iteration 158Q: 22 clusters Score -2.481377e+07 nChanged 2
Entering ConstructFrom: 
Score: -24813774.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (18436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Entering Unmasked Estep 
Score: -1658687.000000 Penalty: 1596.084839
	Iteration 0F: 2 clusters Score -1658687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1646000.625000 Penalty: 3192.169678
	Iteration 0F: 3 clusters Score -1646001 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1650646.625000 Penalty: 3192.169678
	Iteration 1F: 3 clusters Score -1650647 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1650970.250000 Penalty: 3192.169678
	Iteration 2F: 3 clusters Score -1650970 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1651282.375000 Penalty: 3192.169678
	Iteration 3Q: 3 clusters Score -1651282 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1651688.375000 Penalty: 3192.169678
	Iteration 4Q: 3 clusters Score -1651688 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -1652207.875000 Penalty: 3192.169678
	Iteration 5F: 3 clusters Score -1652208 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1652895.750000 Penalty: 3192.169678
	Iteration 6F: 3 clusters Score -1652896 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1653717.750000 Penalty: 3192.169678
	Iteration 7F: 3 clusters Score -1653718 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -1654643.500000 Penalty: 3192.169678
	Iteration 8F: 3 clusters Score -1654644 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1655535.750000 Penalty: 3192.169678
	Iteration 9F: 3 clusters Score -1655536 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1656245.375000 Penalty: 3192.169678
	Iteration 10Q: 3 clusters Score -1656245 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1656700.625000 Penalty: 3192.169678
	Iteration 11Q: 3 clusters Score -1656701 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -1656995.000000 Penalty: 3192.169678
	Iteration 12Q: 3 clusters Score -1656995 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -1657190.750000 Penalty: 3192.169678
	Iteration 13Q: 3 clusters Score -1657191 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -1657288.750000 Penalty: 3192.169678
	Iteration 14Q: 3 clusters Score -1657289 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -1657351.250000 Penalty: 3192.169678
	Iteration 15Q: 3 clusters Score -1657351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1657393.250000 Penalty: 3192.169678
	Iteration 16Q: 3 clusters Score -1657393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1657429.625000 Penalty: 3192.169678
	Iteration 17Q: 3 clusters Score -1657430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1657451.375000 Penalty: 3192.169678
	Iteration 18Q: 3 clusters Score -1657451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1657470.000000 Penalty: 3192.169678
	Iteration 19Q: 3 clusters Score -1657470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1657491.750000 Penalty: 3192.169678
	Iteration 20F: 3 clusters Score -1657492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1657509.250000 Penalty: 3192.169678
	Iteration 21Q: 3 clusters Score -1657509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1657517.250000 Penalty: 3192.169678
	Iteration 22Q: 3 clusters Score -1657517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -1657525.375000 Penalty: 3192.169678
	Iteration 23Q: 3 clusters Score -1657525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1657531.500000 Penalty: 3192.169678
	Iteration 24Q: 3 clusters Score -1657532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1657533.000000 Penalty: 3192.169678
	Iteration 25Q: 3 clusters Score -1657533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1657537.875000 Penalty: 3192.169678
	Iteration 26Q: 3 clusters Score -1657538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1657536.125000 Penalty: 3192.169678
	Iteration 27Q: 3 clusters Score -1657536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -1657539.125000 Penalty: 3192.169678
	Iteration 28Q: 3 clusters Score -1657539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1657536.125000 Penalty: 3192.169678
	Iteration 29Q: 3 clusters Score -1657536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1657537.625000 Penalty: 3192.169678
	Iteration 30Q: 3 clusters Score -1657538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -1657540.000000 Penalty: 3192.169678
	Iteration 31Q: 3 clusters Score -1657540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1657538.750000 Penalty: 3192.169678
	Iteration 32Q: 3 clusters Score -1657539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1657538.750000 Penalty: 3192.169678
	Iteration 33F: 3 clusters Score -1657539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27814 members 
Entering Unmasked Estep 
Score: -2566308.250000 Penalty: 1662.910400
	Iteration 0F: 2 clusters Score -2566308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2547743.250000 Penalty: 3325.820801
	Iteration 0F: 3 clusters Score -2547743 nChanged 12642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2554636.500000 Penalty: 3325.820801
	Iteration 1F: 3 clusters Score -2554636 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2555166.500000 Penalty: 3325.820801
	Iteration 2Q: 3 clusters Score -2555166 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2555822.750000 Penalty: 3325.820801
	Iteration 3Q: 3 clusters Score -2555823 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2556643.500000 Penalty: 3325.820801
	Iteration 4F: 3 clusters Score -2556644 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2557603.000000 Penalty: 3325.820801
	Iteration 5F: 3 clusters Score -2557603 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2558601.250000 Penalty: 3325.820801
	Iteration 6F: 3 clusters Score -2558601 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2559579.500000 Penalty: 3325.820801
	Iteration 7F: 3 clusters Score -2559580 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -2560535.750000 Penalty: 3325.820801
	Iteration 8F: 3 clusters Score -2560536 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2561416.000000 Penalty: 3325.820801
	Iteration 9Q: 3 clusters Score -2561416 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2562184.750000 Penalty: 3325.820801
	Iteration 10Q: 3 clusters Score -2562185 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2562864.250000 Penalty: 3325.820801
	Iteration 11Q: 3 clusters Score -2562864 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2563418.000000 Penalty: 3325.820801
	Iteration 12Q: 3 clusters Score -2563418 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2563888.500000 Penalty: 3325.820801
	Iteration 13Q: 3 clusters Score -2563888 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2564228.000000 Penalty: 3325.820801
	Iteration 14Q: 3 clusters Score -2564228 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2564459.000000 Penalty: 3325.820801
	Iteration 15Q: 3 clusters Score -2564459 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2564612.750000 Penalty: 3325.820801
	Iteration 16Q: 3 clusters Score -2564613 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2564733.500000 Penalty: 3325.820801
	Iteration 17Q: 3 clusters Score -2564734 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2564840.250000 Penalty: 3325.820801
	Iteration 18Q: 3 clusters Score -2564840 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2564925.250000 Penalty: 3325.820801
	Iteration 19Q: 3 clusters Score -2564925 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2564992.500000 Penalty: 3325.820801
	Iteration 20F: 3 clusters Score -2564992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2565055.000000 Penalty: 3325.820801
	Iteration 21Q: 3 clusters Score -2565055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2565121.750000 Penalty: 3325.820801
	Iteration 22Q: 3 clusters Score -2565122 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2565159.500000 Penalty: 3325.820801
	Iteration 23Q: 3 clusters Score -2565160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2565189.250000 Penalty: 3325.820801
	Iteration 24Q: 3 clusters Score -2565189 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2565214.250000 Penalty: 3325.820801
	Iteration 25Q: 3 clusters Score -2565214 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2565244.250000 Penalty: 3325.820801
	Iteration 26Q: 3 clusters Score -2565244 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2565266.250000 Penalty: 3325.820801
	Iteration 27Q: 3 clusters Score -2565266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2565283.750000 Penalty: 3325.820801
	Iteration 28Q: 3 clusters Score -2565284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2565318.500000 Penalty: 3325.820801
	Iteration 29Q: 3 clusters Score -2565318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2565345.500000 Penalty: 3325.820801
	Iteration 30Q: 3 clusters Score -2565346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2565369.250000 Penalty: 3325.820801
	Iteration 31Q: 3 clusters Score -2565369 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2565402.250000 Penalty: 3325.820801
	Iteration 32Q: 3 clusters Score -2565402 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2565441.750000 Penalty: 3325.820801
	Iteration 33Q: 3 clusters Score -2565442 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2565474.500000 Penalty: 3325.820801
	Iteration 34Q: 3 clusters Score -2565474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2565495.500000 Penalty: 3325.820801
	Iteration 35Q: 3 clusters Score -2565496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2565523.250000 Penalty: 3325.820801
	Iteration 36Q: 3 clusters Score -2565523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2565543.750000 Penalty: 3325.820801
	Iteration 37Q: 3 clusters Score -2565544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2565555.000000 Penalty: 3325.820801
	Iteration 38Q: 3 clusters Score -2565555 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2565564.250000 Penalty: 3325.820801
	Iteration 39Q: 3 clusters Score -2565564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2565569.500000 Penalty: 3325.820801
	Iteration 40F: 3 clusters Score -2565570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2565579.500000 Penalty: 3325.820801
	Iteration 41Q: 3 clusters Score -2565580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2565580.000000 Penalty: 3325.820801
	Iteration 42Q: 3 clusters Score -2565580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2565590.000000 Penalty: 3325.820801
	Iteration 43Q: 3 clusters Score -2565590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2565596.750000 Penalty: 3325.820801
	Iteration 44Q: 3 clusters Score -2565597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2565594.000000 Penalty: 3325.820801
	Iteration 45Q: 3 clusters Score -2565594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2565599.000000 Penalty: 3325.820801
	Iteration 46Q: 3 clusters Score -2565599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2565607.000000 Penalty: 3325.820801
	Iteration 47Q: 3 clusters Score -2565607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2565607.250000 Penalty: 3325.820801
	Iteration 48Q: 3 clusters Score -2565607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2565614.500000 Penalty: 3325.820801
	Iteration 49Q: 3 clusters Score -2565614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2565616.750000 Penalty: 3325.820801
	Iteration 50Q: 3 clusters Score -2565617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2565626.000000 Penalty: 3325.820801
	Iteration 51Q: 3 clusters Score -2565626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2565625.500000 Penalty: 3325.820801
	Iteration 52Q: 3 clusters Score -2565626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2565627.250000 Penalty: 3325.820801
	Iteration 53Q: 3 clusters Score -2565627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2565629.500000 Penalty: 3325.820801
	Iteration 54Q: 3 clusters Score -2565630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2565635.250000 Penalty: 3325.820801
	Iteration 55Q: 3 clusters Score -2565635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2565640.500000 Penalty: 3325.820801
	Iteration 56Q: 3 clusters Score -2565640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2565646.000000 Penalty: 3325.820801
	Iteration 57Q: 3 clusters Score -2565646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2565653.500000 Penalty: 3325.820801
	Iteration 58Q: 3 clusters Score -2565654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2565664.000000 Penalty: 3325.820801
	Iteration 59Q: 3 clusters Score -2565664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2565667.500000 Penalty: 3325.820801
	Iteration 60F: 3 clusters Score -2565668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2565671.000000 Penalty: 3325.820801
	Iteration 61Q: 3 clusters Score -2565671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2565677.750000 Penalty: 3325.820801
	Iteration 62Q: 3 clusters Score -2565678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2565681.500000 Penalty: 3325.820801
	Iteration 63Q: 3 clusters Score -2565682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2565686.750000 Penalty: 3325.820801
	Iteration 64Q: 3 clusters Score -2565687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2565690.250000 Penalty: 3325.820801
	Iteration 65Q: 3 clusters Score -2565690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2565694.750000 Penalty: 3325.820801
	Iteration 66Q: 3 clusters Score -2565695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2565692.750000 Penalty: 3325.820801
	Iteration 67Q: 3 clusters Score -2565693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2565695.250000 Penalty: 3325.820801
	Iteration 68Q: 3 clusters Score -2565695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2565696.750000 Penalty: 3325.820801
	Iteration 69Q: 3 clusters Score -2565697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2565697.000000 Penalty: 3325.820801
	Iteration 70Q: 3 clusters Score -2565697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2565696.500000 Penalty: 3325.820801
	Iteration 71Q: 3 clusters Score -2565696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2565698.500000 Penalty: 3325.820801
	Iteration 72Q: 3 clusters Score -2565698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2565700.500000 Penalty: 3325.820801
	Iteration 73Q: 3 clusters Score -2565700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2565700.750000 Penalty: 3325.820801
	Iteration 74Q: 3 clusters Score -2565701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2565702.500000 Penalty: 3325.820801
	Iteration 75Q: 3 clusters Score -2565702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2565703.750000 Penalty: 3325.820801
	Iteration 76Q: 3 clusters Score -2565704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2565707.500000 Penalty: 3325.820801
	Iteration 77Q: 3 clusters Score -2565708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2565709.000000 Penalty: 3325.820801
	Iteration 78Q: 3 clusters Score -2565709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2565711.250000 Penalty: 3325.820801
	Iteration 79Q: 3 clusters Score -2565711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2565713.750000 Penalty: 3325.820801
	Iteration 80F: 3 clusters Score -2565714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2565711.250000 Penalty: 3325.820801
	Iteration 81Q: 3 clusters Score -2565711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2565711.000000 Penalty: 3325.820801
	Iteration 82Q: 3 clusters Score -2565711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2565715.500000 Penalty: 3325.820801
	Iteration 83Q: 3 clusters Score -2565716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2565721.500000 Penalty: 3325.820801
	Iteration 84Q: 3 clusters Score -2565722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2565717.000000 Penalty: 3325.820801
	Iteration 85Q: 3 clusters Score -2565717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2565713.500000 Penalty: 3325.820801
	Iteration 86Q: 3 clusters Score -2565714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2565723.750000 Penalty: 3325.820801
	Iteration 87Q: 3 clusters Score -2565724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2565724.750000 Penalty: 3325.820801
	Iteration 88Q: 3 clusters Score -2565725 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2565732.000000 Penalty: 3325.820801
	Iteration 89Q: 3 clusters Score -2565732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2565734.750000 Penalty: 3325.820801
	Iteration 90Q: 3 clusters Score -2565735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2565734.500000 Penalty: 3325.820801
	Iteration 91Q: 3 clusters Score -2565734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2565743.250000 Penalty: 3325.820801
	Iteration 92Q: 3 clusters Score -2565743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2565747.000000 Penalty: 3325.820801
	Iteration 93Q: 3 clusters Score -2565747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2565748.750000 Penalty: 3325.820801
	Iteration 94Q: 3 clusters Score -2565749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2565754.000000 Penalty: 3325.820801
	Iteration 95Q: 3 clusters Score -2565754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2565754.750000 Penalty: 3325.820801
	Iteration 96Q: 3 clusters Score -2565755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2565753.250000 Penalty: 3325.820801
	Iteration 97Q: 3 clusters Score -2565753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2565758.000000 Penalty: 3325.820801
	Iteration 98Q: 3 clusters Score -2565758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2565763.500000 Penalty: 3325.820801
	Iteration 99Q: 3 clusters Score -2565764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2565767.500000 Penalty: 3325.820801
	Iteration 100F: 3 clusters Score -2565768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2565769.750000 Penalty: 3325.820801
	Iteration 101Q: 3 clusters Score -2565770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2565777.500000 Penalty: 3325.820801
	Iteration 102Q: 3 clusters Score -2565778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2565776.750000 Penalty: 3325.820801
	Iteration 103Q: 3 clusters Score -2565777 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2565786.000000 Penalty: 3325.820801
	Iteration 104Q: 3 clusters Score -2565786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2565792.250000 Penalty: 3325.820801
	Iteration 105Q: 3 clusters Score -2565792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2565796.500000 Penalty: 3325.820801
	Iteration 106Q: 3 clusters Score -2565796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2565797.250000 Penalty: 3325.820801
	Iteration 107Q: 3 clusters Score -2565797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2565806.000000 Penalty: 3325.820801
	Iteration 108Q: 3 clusters Score -2565806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2565808.250000 Penalty: 3325.820801
	Iteration 109Q: 3 clusters Score -2565808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2565812.250000 Penalty: 3325.820801
	Iteration 110Q: 3 clusters Score -2565812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2565816.750000 Penalty: 3325.820801
	Iteration 111Q: 3 clusters Score -2565817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2565813.500000 Penalty: 3325.820801
	Iteration 112Q: 3 clusters Score -2565814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26117 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2565811.750000 Penalty: 3325.820801
	Iteration 113Q: 3 clusters Score -2565812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2565814.000000 Penalty: 3325.820801
	Iteration 114Q: 3 clusters Score -2565814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2565814.250000 Penalty: 3325.820801
	Iteration 115Q: 3 clusters Score -2565814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2565814.750000 Penalty: 3325.820801
	Iteration 116Q: 3 clusters Score -2565815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2565820.750000 Penalty: 3325.820801
	Iteration 117Q: 3 clusters Score -2565821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2565826.750000 Penalty: 3325.820801
	Iteration 118Q: 3 clusters Score -2565827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2565824.500000 Penalty: 3325.820801
	Iteration 119Q: 3 clusters Score -2565824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2565821.500000 Penalty: 3325.820801
	Iteration 120F: 3 clusters Score -2565822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2565819.750000 Penalty: 3325.820801
	Iteration 121Q: 3 clusters Score -2565820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2565827.000000 Penalty: 3325.820801
	Iteration 122Q: 3 clusters Score -2565827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2565824.250000 Penalty: 3325.820801
	Iteration 123Q: 3 clusters Score -2565824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2565826.750000 Penalty: 3325.820801
	Iteration 124Q: 3 clusters Score -2565827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2565823.750000 Penalty: 3325.820801
	Iteration 125Q: 3 clusters Score -2565824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2565826.500000 Penalty: 3325.820801
	Iteration 126Q: 3 clusters Score -2565826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2565826.500000 Penalty: 3325.820801
	Iteration 127F: 3 clusters Score -2565826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Entering Unmasked Estep 
Score: -352216.250000 Penalty: 1362.604858
	Iteration 0F: 2 clusters Score -352216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -348688.156250 Penalty: 2725.209717
	Iteration 0F: 3 clusters Score -348688.2 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -349762.656250 Penalty: 2725.209717
	Iteration 1F: 3 clusters Score -349762.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -350044.593750 Penalty: 2725.209717
	Iteration 2F: 3 clusters Score -350044.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -350289.062500 Penalty: 2725.209717
	Iteration 3F: 3 clusters Score -350289.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -350460.250000 Penalty: 2725.209717
	Iteration 4F: 3 clusters Score -350460.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -350602.312500 Penalty: 2725.209717
	Iteration 5Q: 3 clusters Score -350602.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -350691.406250 Penalty: 2725.209717
	Iteration 6Q: 3 clusters Score -350691.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -350758.406250 Penalty: 2725.209717
	Iteration 7Q: 3 clusters Score -350758.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -350806.000000 Penalty: 2725.209717
	Iteration 8Q: 3 clusters Score -350806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -350847.156250 Penalty: 2725.209717
	Iteration 9Q: 3 clusters Score -350847.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -350885.687500 Penalty: 2725.209717
	Iteration 10Q: 3 clusters Score -350885.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -350909.312500 Penalty: 2725.209717
	Iteration 11Q: 3 clusters Score -350909.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -350932.187500 Penalty: 2725.209717
	Iteration 12Q: 3 clusters Score -350932.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -350950.750000 Penalty: 2725.209717
	Iteration 13Q: 3 clusters Score -350950.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -350971.937500 Penalty: 2725.209717
	Iteration 14Q: 3 clusters Score -350971.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -350994.937500 Penalty: 2725.209717
	Iteration 15Q: 3 clusters Score -350994.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -351009.125000 Penalty: 2725.209717
	Iteration 16Q: 3 clusters Score -351009.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -351028.312500 Penalty: 2725.209717
	Iteration 17Q: 3 clusters Score -351028.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -351046.968750 Penalty: 2725.209717
	Iteration 18Q: 3 clusters Score -351047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -351066.125000 Penalty: 2725.209717
	Iteration 19Q: 3 clusters Score -351066.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -351089.562500 Penalty: 2725.209717
	Iteration 20F: 3 clusters Score -351089.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -351106.625000 Penalty: 2725.209717
	Iteration 21Q: 3 clusters Score -351106.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -351121.312500 Penalty: 2725.209717
	Iteration 22Q: 3 clusters Score -351121.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -351137.218750 Penalty: 2725.209717
	Iteration 23Q: 3 clusters Score -351137.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -351146.250000 Penalty: 2725.209717
	Iteration 24Q: 3 clusters Score -351146.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -351156.062500 Penalty: 2725.209717
	Iteration 25Q: 3 clusters Score -351156.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -351170.093750 Penalty: 2725.209717
	Iteration 26Q: 3 clusters Score -351170.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -351180.531250 Penalty: 2725.209717
	Iteration 27Q: 3 clusters Score -351180.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -351193.093750 Penalty: 2725.209717
	Iteration 28Q: 3 clusters Score -351193.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -351203.875000 Penalty: 2725.209717
	Iteration 29Q: 3 clusters Score -351203.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -351213.625000 Penalty: 2725.209717
	Iteration 30Q: 3 clusters Score -351213.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -351222.406250 Penalty: 2725.209717
	Iteration 31Q: 3 clusters Score -351222.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -351234.593750 Penalty: 2725.209717
	Iteration 32Q: 3 clusters Score -351234.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -351241.906250 Penalty: 2725.209717
	Iteration 33Q: 3 clusters Score -351241.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -351247.343750 Penalty: 2725.209717
	Iteration 34Q: 3 clusters Score -351247.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -351253.562500 Penalty: 2725.209717
	Iteration 35Q: 3 clusters Score -351253.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -351264.125000 Penalty: 2725.209717
	Iteration 36Q: 3 clusters Score -351264.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -351275.687500 Penalty: 2725.209717
	Iteration 37Q: 3 clusters Score -351275.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -351283.875000 Penalty: 2725.209717
	Iteration 38Q: 3 clusters Score -351283.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -351293.843750 Penalty: 2725.209717
	Iteration 39Q: 3 clusters Score -351293.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -351305.625000 Penalty: 2725.209717
	Iteration 40F: 3 clusters Score -351305.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -351316.281250 Penalty: 2725.209717
	Iteration 41Q: 3 clusters Score -351316.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -351327.000000 Penalty: 2725.209717
	Iteration 42Q: 3 clusters Score -351327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -351339.937500 Penalty: 2725.209717
	Iteration 43Q: 3 clusters Score -351339.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -351351.125000 Penalty: 2725.209717
	Iteration 44Q: 3 clusters Score -351351.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -351358.281250 Penalty: 2725.209717
	Iteration 45Q: 3 clusters Score -351358.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -351364.375000 Penalty: 2725.209717
	Iteration 46Q: 3 clusters Score -351364.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -351369.531250 Penalty: 2725.209717
	Iteration 47Q: 3 clusters Score -351369.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -351380.406250 Penalty: 2725.209717
	Iteration 48Q: 3 clusters Score -351380.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -351395.625000 Penalty: 2725.209717
	Iteration 49Q: 3 clusters Score -351395.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -351418.375000 Penalty: 2725.209717
	Iteration 50Q: 3 clusters Score -351418.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -351435.562500 Penalty: 2725.209717
	Iteration 51Q: 3 clusters Score -351435.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -351452.593750 Penalty: 2725.209717
	Iteration 52Q: 3 clusters Score -351452.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -351464.468750 Penalty: 2725.209717
	Iteration 53Q: 3 clusters Score -351464.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -351470.406250 Penalty: 2725.209717
	Iteration 54Q: 3 clusters Score -351470.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -351478.531250 Penalty: 2725.209717
	Iteration 55Q: 3 clusters Score -351478.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -351486.531250 Penalty: 2725.209717
	Iteration 56Q: 3 clusters Score -351486.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -351492.968750 Penalty: 2725.209717
	Iteration 57Q: 3 clusters Score -351493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -351503.218750 Penalty: 2725.209717
	Iteration 58Q: 3 clusters Score -351503.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -351505.937500 Penalty: 2725.209717
	Iteration 59Q: 3 clusters Score -351505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -351507.906250 Penalty: 2725.209717
	Iteration 60F: 3 clusters Score -351507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -351509.250000 Penalty: 2725.209717
	Iteration 61Q: 3 clusters Score -351509.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -351510.218750 Penalty: 2725.209717
	Iteration 62Q: 3 clusters Score -351510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -351510.625000 Penalty: 2725.209717
	Iteration 63Q: 3 clusters Score -351510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -351511.000000 Penalty: 2725.209717
	Iteration 64Q: 3 clusters Score -351511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -351511.000000 Penalty: 2725.209717
	Iteration 65F: 3 clusters Score -351511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Entering Unmasked Estep 
Score: -422115.875000 Penalty: 1372.251099
	Iteration 0F: 2 clusters Score -422115.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -418351.968750 Penalty: 2744.502197
	Iteration 0F: 3 clusters Score -418352 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -419355.375000 Penalty: 2744.502197
	Iteration 1F: 3 clusters Score -419355.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -419506.000000 Penalty: 2744.502197
	Iteration 2F: 3 clusters Score -419506 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -419593.343750 Penalty: 2744.502197
	Iteration 3Q: 3 clusters Score -419593.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -419663.406250 Penalty: 2744.502197
	Iteration 4Q: 3 clusters Score -419663.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -419725.781250 Penalty: 2744.502197
	Iteration 5Q: 3 clusters Score -419725.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -419778.406250 Penalty: 2744.502197
	Iteration 6Q: 3 clusters Score -419778.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -419816.437500 Penalty: 2744.502197
	Iteration 7Q: 3 clusters Score -419816.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -419846.687500 Penalty: 2744.502197
	Iteration 8Q: 3 clusters Score -419846.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -419880.625000 Penalty: 2744.502197
	Iteration 9Q: 3 clusters Score -419880.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -419923.343750 Penalty: 2744.502197
	Iteration 10Q: 3 clusters Score -419923.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -419968.437500 Penalty: 2744.502197
	Iteration 11Q: 3 clusters Score -419968.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -420018.937500 Penalty: 2744.502197
	Iteration 12Q: 3 clusters Score -420018.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -420065.343750 Penalty: 2744.502197
	Iteration 13Q: 3 clusters Score -420065.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -420114.750000 Penalty: 2744.502197
	Iteration 14Q: 3 clusters Score -420114.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -420178.812500 Penalty: 2744.502197
	Iteration 15Q: 3 clusters Score -420178.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -420238.687500 Penalty: 2744.502197
	Iteration 16Q: 3 clusters Score -420238.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -420283.437500 Penalty: 2744.502197
	Iteration 17Q: 3 clusters Score -420283.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -420329.125000 Penalty: 2744.502197
	Iteration 18Q: 3 clusters Score -420329.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -420375.812500 Penalty: 2744.502197
	Iteration 19Q: 3 clusters Score -420375.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -420418.187500 Penalty: 2744.502197
	Iteration 20F: 3 clusters Score -420418.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -420455.500000 Penalty: 2744.502197
	Iteration 21Q: 3 clusters Score -420455.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -420495.375000 Penalty: 2744.502197
	Iteration 22Q: 3 clusters Score -420495.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -420527.500000 Penalty: 2744.502197
	Iteration 23Q: 3 clusters Score -420527.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -420574.000000 Penalty: 2744.502197
	Iteration 24Q: 3 clusters Score -420574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -420624.125000 Penalty: 2744.502197
	Iteration 25Q: 3 clusters Score -420624.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -420671.687500 Penalty: 2744.502197
	Iteration 26Q: 3 clusters Score -420671.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -420716.812500 Penalty: 2744.502197
	Iteration 27Q: 3 clusters Score -420716.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -420752.437500 Penalty: 2744.502197
	Iteration 28Q: 3 clusters Score -420752.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -420791.562500 Penalty: 2744.502197
	Iteration 29Q: 3 clusters Score -420791.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -420838.343750 Penalty: 2744.502197
	Iteration 30Q: 3 clusters Score -420838.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -420883.000000 Penalty: 2744.502197
	Iteration 31Q: 3 clusters Score -420883 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -420919.656250 Penalty: 2744.502197
	Iteration 32Q: 3 clusters Score -420919.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -420946.906250 Penalty: 2744.502197
	Iteration 33Q: 3 clusters Score -420946.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -420963.562500 Penalty: 2744.502197
	Iteration 34Q: 3 clusters Score -420963.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -420978.593750 Penalty: 2744.502197
	Iteration 35Q: 3 clusters Score -420978.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -420995.625000 Penalty: 2744.502197
	Iteration 36Q: 3 clusters Score -420995.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -421015.406250 Penalty: 2744.502197
	Iteration 37Q: 3 clusters Score -421015.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -421030.750000 Penalty: 2744.502197
	Iteration 38Q: 3 clusters Score -421030.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -421045.312500 Penalty: 2744.502197
	Iteration 39Q: 3 clusters Score -421045.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -421055.968750 Penalty: 2744.502197
	Iteration 40F: 3 clusters Score -421056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -421063.875000 Penalty: 2744.502197
	Iteration 41Q: 3 clusters Score -421063.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -421070.281250 Penalty: 2744.502197
	Iteration 42Q: 3 clusters Score -421070.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -421075.937500 Penalty: 2744.502197
	Iteration 43Q: 3 clusters Score -421075.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -421079.031250 Penalty: 2744.502197
	Iteration 44Q: 3 clusters Score -421079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -421083.093750 Penalty: 2744.502197
	Iteration 45Q: 3 clusters Score -421083.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -421087.750000 Penalty: 2744.502197
	Iteration 46Q: 3 clusters Score -421087.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -421091.625000 Penalty: 2744.502197
	Iteration 47Q: 3 clusters Score -421091.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -421095.031250 Penalty: 2744.502197
	Iteration 48Q: 3 clusters Score -421095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -421098.500000 Penalty: 2744.502197
	Iteration 49Q: 3 clusters Score -421098.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -421100.750000 Penalty: 2744.502197
	Iteration 50Q: 3 clusters Score -421100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -421104.093750 Penalty: 2744.502197
	Iteration 51Q: 3 clusters Score -421104.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -421104.156250 Penalty: 2744.502197
	Iteration 52Q: 3 clusters Score -421104.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -421103.906250 Penalty: 2744.502197
	Iteration 53Q: 3 clusters Score -421103.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -421103.906250 Penalty: 2744.502197
	Iteration 54F: 3 clusters Score -421103.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -102781.281250 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -102781.3 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 676 members 
Entering Unmasked Estep 
Score: -101162.171875 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -101162.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -101543.937500 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -101543.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -101654.875000 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -101654.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -101759.335938 Penalty: 2339.409668
	Iteration 3F: 3 clusters Score -101759.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -101821.515625 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -101821.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101880.328125 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -101880.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -101958.625000 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -101958.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -102032.726562 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -102032.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -102089.789062 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -102089.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -102139.046875 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -102139 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102176.562500 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -102176.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -102202.343750 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -102202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -102215.203125 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -102215.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102221.875000 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -102221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102228.351562 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -102228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102235.109375 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -102235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -102238.585938 Penalty: 2339.409668
	Iteration 16Q: 3 clusters Score -102238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102239.054688 Penalty: 2339.409668
	Iteration 17Q: 3 clusters Score -102239.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102239.054688 Penalty: 2339.409668
	Iteration 18F: 3 clusters Score -102239.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Entering Unmasked Estep 
Score: -591058.312500 Penalty: 1430.580811
	Iteration 0F: 2 clusters Score -591058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -586034.562500 Penalty: 2861.161621
	Iteration 0F: 3 clusters Score -586034.6 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -587706.812500 Penalty: 2861.161621
	Iteration 1F: 3 clusters Score -587706.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -588091.250000 Penalty: 2861.161621
	Iteration 2F: 3 clusters Score -588091.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -588485.750000 Penalty: 2861.161621
	Iteration 3F: 3 clusters Score -588485.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -588880.125000 Penalty: 2861.161621
	Iteration 4F: 3 clusters Score -588880.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -589225.625000 Penalty: 2861.161621
	Iteration 5F: 3 clusters Score -589225.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -589575.125000 Penalty: 2861.161621
	Iteration 6F: 3 clusters Score -589575.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -589860.750000 Penalty: 2861.161621
	Iteration 7Q: 3 clusters Score -589860.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -590112.875000 Penalty: 2861.161621
	Iteration 8Q: 3 clusters Score -590112.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -590305.000000 Penalty: 2861.161621
	Iteration 9Q: 3 clusters Score -590305 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -590455.437500 Penalty: 2861.161621
	Iteration 10Q: 3 clusters Score -590455.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -590590.125000 Penalty: 2861.161621
	Iteration 11Q: 3 clusters Score -590590.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -590690.875000 Penalty: 2861.161621
	Iteration 12Q: 3 clusters Score -590690.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -590771.562500 Penalty: 2861.161621
	Iteration 13Q: 3 clusters Score -590771.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -590822.000000 Penalty: 2861.161621
	Iteration 14Q: 3 clusters Score -590822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -590858.250000 Penalty: 2861.161621
	Iteration 15Q: 3 clusters Score -590858.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -590882.312500 Penalty: 2861.161621
	Iteration 16Q: 3 clusters Score -590882.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -590901.875000 Penalty: 2861.161621
	Iteration 17Q: 3 clusters Score -590901.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -590923.437500 Penalty: 2861.161621
	Iteration 18Q: 3 clusters Score -590923.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -590945.312500 Penalty: 2861.161621
	Iteration 19Q: 3 clusters Score -590945.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -590961.437500 Penalty: 2861.161621
	Iteration 20F: 3 clusters Score -590961.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -590968.562500 Penalty: 2861.161621
	Iteration 21Q: 3 clusters Score -590968.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -590977.562500 Penalty: 2861.161621
	Iteration 22Q: 3 clusters Score -590977.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -590986.437500 Penalty: 2861.161621
	Iteration 23Q: 3 clusters Score -590986.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -590991.687500 Penalty: 2861.161621
	Iteration 24Q: 3 clusters Score -590991.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -590994.875000 Penalty: 2861.161621
	Iteration 25Q: 3 clusters Score -590994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -590998.062500 Penalty: 2861.161621
	Iteration 26Q: 3 clusters Score -590998.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -590999.187500 Penalty: 2861.161621
	Iteration 27Q: 3 clusters Score -590999.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -591000.500000 Penalty: 2861.161621
	Iteration 28Q: 3 clusters Score -591000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -591000.437500 Penalty: 2861.161621
	Iteration 29Q: 3 clusters Score -591000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -591001.125000 Penalty: 2861.161621
	Iteration 30Q: 3 clusters Score -591001.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -591001.750000 Penalty: 2861.161621
	Iteration 31Q: 3 clusters Score -591001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -591001.437500 Penalty: 2861.161621
	Iteration 32Q: 3 clusters Score -591001.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -591001.875000 Penalty: 2861.161621
	Iteration 33Q: 3 clusters Score -591001.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -591003.437500 Penalty: 2861.161621
	Iteration 34Q: 3 clusters Score -591003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -591003.437500 Penalty: 2861.161621
	Iteration 35F: 3 clusters Score -591003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Entering Unmasked Estep 
Score: -975710.187500 Penalty: 1514.965698
	Iteration 0F: 2 clusters Score -975710.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -967681.562500 Penalty: 3029.931396
	Iteration 0F: 3 clusters Score -967681.6 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -970377.500000 Penalty: 3029.931396
	Iteration 1F: 3 clusters Score -970377.5 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -970935.562500 Penalty: 3029.931396
	Iteration 2F: 3 clusters Score -970935.6 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -971797.375000 Penalty: 3029.931396
	Iteration 3F: 3 clusters Score -971797.4 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -972735.750000 Penalty: 3029.931396
	Iteration 4F: 3 clusters Score -972735.8 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -973557.000000 Penalty: 3029.931396
	Iteration 5F: 3 clusters Score -973557 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -974119.812500 Penalty: 3029.931396
	Iteration 6F: 3 clusters Score -974119.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -974443.500000 Penalty: 3029.931396
	Iteration 7F: 3 clusters Score -974443.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -974686.625000 Penalty: 3029.931396
	Iteration 8Q: 3 clusters Score -974686.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -974886.062500 Penalty: 3029.931396
	Iteration 9Q: 3 clusters Score -974886.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -975086.750000 Penalty: 3029.931396
	Iteration 10Q: 3 clusters Score -975086.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -975249.625000 Penalty: 3029.931396
	Iteration 11Q: 3 clusters Score -975249.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -975375.312500 Penalty: 3029.931396
	Iteration 12Q: 3 clusters Score -975375.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -975473.187500 Penalty: 3029.931396
	Iteration 13Q: 3 clusters Score -975473.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -975551.562500 Penalty: 3029.931396
	Iteration 14Q: 3 clusters Score -975551.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -975608.812500 Penalty: 3029.931396
	Iteration 15Q: 3 clusters Score -975608.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -975656.437500 Penalty: 3029.931396
	Iteration 16Q: 3 clusters Score -975656.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -975707.500000 Penalty: 3029.931396
	Iteration 17Q: 3 clusters Score -975707.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -975740.125000 Penalty: 3029.931396
	Iteration 18Q: 3 clusters Score -975740.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -975759.687500 Penalty: 3029.931396
	Iteration 19Q: 3 clusters Score -975759.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -975777.500000 Penalty: 3029.931396
	Iteration 20F: 3 clusters Score -975777.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -975791.375000 Penalty: 3029.931396
	Iteration 21Q: 3 clusters Score -975791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -975803.437500 Penalty: 3029.931396
	Iteration 22Q: 3 clusters Score -975803.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -975811.562500 Penalty: 3029.931396
	Iteration 23Q: 3 clusters Score -975811.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -975814.062500 Penalty: 3029.931396
	Iteration 24Q: 3 clusters Score -975814.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -975816.750000 Penalty: 3029.931396
	Iteration 25Q: 3 clusters Score -975816.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -975819.000000 Penalty: 3029.931396
	Iteration 26Q: 3 clusters Score -975819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -975820.187500 Penalty: 3029.931396
	Iteration 27Q: 3 clusters Score -975820.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -975821.500000 Penalty: 3029.931396
	Iteration 28Q: 3 clusters Score -975821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -975824.062500 Penalty: 3029.931396
	Iteration 29Q: 3 clusters Score -975824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -975823.437500 Penalty: 3029.931396
	Iteration 30Q: 3 clusters Score -975823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -975823.937500 Penalty: 3029.931396
	Iteration 31Q: 3 clusters Score -975823.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -975824.250000 Penalty: 3029.931396
	Iteration 32Q: 3 clusters Score -975824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -975824.250000 Penalty: 3029.931396
	Iteration 33F: 3 clusters Score -975824.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 10423 members 
Entering Unmasked Estep 
Score: -24813242.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24813774.000000 to -24813242.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Entering Unmasked Estep 
Score: -1495277.875000 Penalty: 1578.007080
	Iteration 0F: 2 clusters Score -1495278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1483920.500000 Penalty: 3156.014160
	Iteration 0F: 3 clusters Score -1483920 nChanged 7285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1487790.375000 Penalty: 3156.014160
	Iteration 1F: 3 clusters Score -1487790 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1488033.000000 Penalty: 3156.014160
	Iteration 2Q: 3 clusters Score -1488033 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1488244.125000 Penalty: 3156.014160
	Iteration 3Q: 3 clusters Score -1488244 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1488413.875000 Penalty: 3156.014160
	Iteration 4Q: 3 clusters Score -1488414 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1488569.750000 Penalty: 3156.014160
	Iteration 5Q: 3 clusters Score -1488570 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1488734.375000 Penalty: 3156.014160
	Iteration 6Q: 3 clusters Score -1488734 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1488910.875000 Penalty: 3156.014160
	Iteration 7Q: 3 clusters Score -1488911 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1489064.500000 Penalty: 3156.014160
	Iteration 8Q: 3 clusters Score -1489064 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1489218.000000 Penalty: 3156.014160
	Iteration 9Q: 3 clusters Score -1489218 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1489364.875000 Penalty: 3156.014160
	Iteration 10Q: 3 clusters Score -1489365 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1489554.875000 Penalty: 3156.014160
	Iteration 11Q: 3 clusters Score -1489555 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1489802.250000 Penalty: 3156.014160
	Iteration 12Q: 3 clusters Score -1489802 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1490119.500000 Penalty: 3156.014160
	Iteration 13Q: 3 clusters Score -1490120 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1490508.250000 Penalty: 3156.014160
	Iteration 14Q: 3 clusters Score -1490508 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1490951.500000 Penalty: 3156.014160
	Iteration 15Q: 3 clusters Score -1490952 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1491412.375000 Penalty: 3156.014160
	Iteration 16Q: 3 clusters Score -1491412 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1491778.250000 Penalty: 3156.014160
	Iteration 17Q: 3 clusters Score -1491778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1492015.125000 Penalty: 3156.014160
	Iteration 18Q: 3 clusters Score -1492015 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1492177.250000 Penalty: 3156.014160
	Iteration 19Q: 3 clusters Score -1492177 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1492328.875000 Penalty: 3156.014160
	Iteration 20F: 3 clusters Score -1492329 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1492479.375000 Penalty: 3156.014160
	Iteration 21Q: 3 clusters Score -1492479 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1492660.375000 Penalty: 3156.014160
	Iteration 22Q: 3 clusters Score -1492660 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1492834.500000 Penalty: 3156.014160
	Iteration 23Q: 3 clusters Score -1492834 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1492991.000000 Penalty: 3156.014160
	Iteration 24Q: 3 clusters Score -1492991 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1493131.500000 Penalty: 3156.014160
	Iteration 25Q: 3 clusters Score -1493132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1493235.000000 Penalty: 3156.014160
	Iteration 26Q: 3 clusters Score -1493235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1493286.375000 Penalty: 3156.014160
	Iteration 27Q: 3 clusters Score -1493286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1493326.375000 Penalty: 3156.014160
	Iteration 28Q: 3 clusters Score -1493326 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1493358.500000 Penalty: 3156.014160
	Iteration 29Q: 3 clusters Score -1493358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1493382.125000 Penalty: 3156.014160
	Iteration 30Q: 3 clusters Score -1493382 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1493398.750000 Penalty: 3156.014160
	Iteration 31Q: 3 clusters Score -1493399 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1493415.250000 Penalty: 3156.014160
	Iteration 32Q: 3 clusters Score -1493415 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1493414.250000 Penalty: 3156.014160
	Iteration 33Q: 3 clusters Score -1493414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1493420.625000 Penalty: 3156.014160
	Iteration 34Q: 3 clusters Score -1493421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1493424.375000 Penalty: 3156.014160
	Iteration 35Q: 3 clusters Score -1493424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1493430.250000 Penalty: 3156.014160
	Iteration 36Q: 3 clusters Score -1493430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1493437.625000 Penalty: 3156.014160
	Iteration 37Q: 3 clusters Score -1493438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1493441.250000 Penalty: 3156.014160
	Iteration 38Q: 3 clusters Score -1493441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1493441.250000 Penalty: 3156.014160
	Iteration 39Q: 3 clusters Score -1493441 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1493439.625000 Penalty: 3156.014160
	Iteration 40F: 3 clusters Score -1493440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1493441.875000 Penalty: 3156.014160
	Iteration 41Q: 3 clusters Score -1493442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1493442.250000 Penalty: 3156.014160
	Iteration 42Q: 3 clusters Score -1493442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1493445.375000 Penalty: 3156.014160
	Iteration 43Q: 3 clusters Score -1493445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1493447.250000 Penalty: 3156.014160
	Iteration 44Q: 3 clusters Score -1493447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1493448.125000 Penalty: 3156.014160
	Iteration 45Q: 3 clusters Score -1493448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1493447.875000 Penalty: 3156.014160
	Iteration 46Q: 3 clusters Score -1493448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1493450.750000 Penalty: 3156.014160
	Iteration 47Q: 3 clusters Score -1493451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1493449.500000 Penalty: 3156.014160
	Iteration 48Q: 3 clusters Score -1493450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1493450.625000 Penalty: 3156.014160
	Iteration 49Q: 3 clusters Score -1493451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1493449.375000 Penalty: 3156.014160
	Iteration 50Q: 3 clusters Score -1493449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1493448.750000 Penalty: 3156.014160
	Iteration 51Q: 3 clusters Score -1493449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1493449.125000 Penalty: 3156.014160
	Iteration 52Q: 3 clusters Score -1493449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1493449.250000 Penalty: 3156.014160
	Iteration 53Q: 3 clusters Score -1493449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1493449.250000 Penalty: 3156.014160
	Iteration 54Q: 3 clusters Score -1493449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1493447.500000 Penalty: 3156.014160
	Iteration 55Q: 3 clusters Score -1493448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1493449.375000 Penalty: 3156.014160
	Iteration 56Q: 3 clusters Score -1493449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1493449.750000 Penalty: 3156.014160
	Iteration 57Q: 3 clusters Score -1493450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1493449.750000 Penalty: 3156.014160
	Iteration 58F: 3 clusters Score -1493450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -469240.906250 Penalty: 1395.644775
	Iteration 0F: 2 clusters Score -469240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -465032.468750 Penalty: 2791.289551
	Iteration 0F: 3 clusters Score -465032.5 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -466293.656250 Penalty: 2791.289551
	Iteration 1F: 3 clusters Score -466293.7 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -466525.843750 Penalty: 2791.289551
	Iteration 2F: 3 clusters Score -466525.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -466692.593750 Penalty: 2791.289551
	Iteration 3F: 3 clusters Score -466692.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -466801.000000 Penalty: 2791.289551
	Iteration 4Q: 3 clusters Score -466801 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -466887.062500 Penalty: 2791.289551
	Iteration 5Q: 3 clusters Score -466887.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -466967.343750 Penalty: 2791.289551
	Iteration 6Q: 3 clusters Score -466967.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -467032.375000 Penalty: 2791.289551
	Iteration 7Q: 3 clusters Score -467032.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -467092.812500 Penalty: 2791.289551
	Iteration 8Q: 3 clusters Score -467092.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -467139.312500 Penalty: 2791.289551
	Iteration 9Q: 3 clusters Score -467139.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -467174.718750 Penalty: 2791.289551
	Iteration 10Q: 3 clusters Score -467174.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -467209.968750 Penalty: 2791.289551
	Iteration 11Q: 3 clusters Score -467210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -467239.375000 Penalty: 2791.289551
	Iteration 12Q: 3 clusters Score -467239.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -467266.843750 Penalty: 2791.289551
	Iteration 13Q: 3 clusters Score -467266.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -467293.562500 Penalty: 2791.289551
	Iteration 14Q: 3 clusters Score -467293.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -467331.281250 Penalty: 2791.289551
	Iteration 15Q: 3 clusters Score -467331.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -467376.406250 Penalty: 2791.289551
	Iteration 16Q: 3 clusters Score -467376.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -467410.718750 Penalty: 2791.289551
	Iteration 17Q: 3 clusters Score -467410.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -467444.812500 Penalty: 2791.289551
	Iteration 18Q: 3 clusters Score -467444.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -467481.437500 Penalty: 2791.289551
	Iteration 19Q: 3 clusters Score -467481.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -467528.187500 Penalty: 2791.289551
	Iteration 20F: 3 clusters Score -467528.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -467580.375000 Penalty: 2791.289551
	Iteration 21Q: 3 clusters Score -467580.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -467625.406250 Penalty: 2791.289551
	Iteration 22Q: 3 clusters Score -467625.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -467664.187500 Penalty: 2791.289551
	Iteration 23Q: 3 clusters Score -467664.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -467697.281250 Penalty: 2791.289551
	Iteration 24Q: 3 clusters Score -467697.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -467727.062500 Penalty: 2791.289551
	Iteration 25Q: 3 clusters Score -467727.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -467761.656250 Penalty: 2791.289551
	Iteration 26Q: 3 clusters Score -467761.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -467815.312500 Penalty: 2791.289551
	Iteration 27Q: 3 clusters Score -467815.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -467885.406250 Penalty: 2791.289551
	Iteration 28Q: 3 clusters Score -467885.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -467936.468750 Penalty: 2791.289551
	Iteration 29Q: 3 clusters Score -467936.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -467970.125000 Penalty: 2791.289551
	Iteration 30Q: 3 clusters Score -467970.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -468003.625000 Penalty: 2791.289551
	Iteration 31Q: 3 clusters Score -468003.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -468029.156250 Penalty: 2791.289551
	Iteration 32Q: 3 clusters Score -468029.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -468049.375000 Penalty: 2791.289551
	Iteration 33Q: 3 clusters Score -468049.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -468060.312500 Penalty: 2791.289551
	Iteration 34Q: 3 clusters Score -468060.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -468067.343750 Penalty: 2791.289551
	Iteration 35Q: 3 clusters Score -468067.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -468075.343750 Penalty: 2791.289551
	Iteration 36Q: 3 clusters Score -468075.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -468081.218750 Penalty: 2791.289551
	Iteration 37Q: 3 clusters Score -468081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -468084.312500 Penalty: 2791.289551
	Iteration 38Q: 3 clusters Score -468084.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -468085.531250 Penalty: 2791.289551
	Iteration 39Q: 3 clusters Score -468085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -468087.468750 Penalty: 2791.289551
	Iteration 40F: 3 clusters Score -468087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -468089.125000 Penalty: 2791.289551
	Iteration 41Q: 3 clusters Score -468089.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -468088.718750 Penalty: 2791.289551
	Iteration 42Q: 3 clusters Score -468088.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -468088.187500 Penalty: 2791.289551
	Iteration 43Q: 3 clusters Score -468088.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -468088.187500 Penalty: 2791.289551
	Iteration 44F: 3 clusters Score -468088.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -362232.218750 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -362232.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -358859.843750 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -358859.8 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -359774.656250 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -359774.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -360045.406250 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -360045.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -360295.281250 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -360295.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -360533.250000 Penalty: 2700.964844
	Iteration 4F: 3 clusters Score -360533.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -360783.687500 Penalty: 2700.964844
	Iteration 5F: 3 clusters Score -360783.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -361043.343750 Penalty: 2700.964844
	Iteration 6F: 3 clusters Score -361043.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -361323.250000 Penalty: 2700.964844
	Iteration 7F: 3 clusters Score -361323.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -361495.906250 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -361495.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -361613.062500 Penalty: 2700.964844
	Iteration 9Q: 3 clusters Score -361613.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -361696.500000 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -361696.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -361751.562500 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -361751.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361789.812500 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -361789.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -361816.343750 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -361816.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361837.968750 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -361838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -361852.750000 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -361852.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361865.250000 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -361865.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361876.093750 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -361876.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361883.750000 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -361883.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -361890.843750 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -361890.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -361895.437500 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -361895.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -361898.281250 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -361898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -361901.937500 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -361901.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -361907.781250 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -361907.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -361913.937500 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -361913.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -361919.500000 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -361919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -361923.687500 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -361923.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -361931.406250 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -361931.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -361942.750000 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -361942.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -361953.968750 Penalty: 2700.964844
	Iteration 29Q: 3 clusters Score -361954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -361965.687500 Penalty: 2700.964844
	Iteration 30Q: 3 clusters Score -361965.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -361979.000000 Penalty: 2700.964844
	Iteration 31Q: 3 clusters Score -361979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -361986.500000 Penalty: 2700.964844
	Iteration 32Q: 3 clusters Score -361986.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -361994.093750 Penalty: 2700.964844
	Iteration 33Q: 3 clusters Score -361994.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -362001.875000 Penalty: 2700.964844
	Iteration 34Q: 3 clusters Score -362001.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -362011.468750 Penalty: 2700.964844
	Iteration 35Q: 3 clusters Score -362011.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -362016.625000 Penalty: 2700.964844
	Iteration 36Q: 3 clusters Score -362016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -362021.593750 Penalty: 2700.964844
	Iteration 37Q: 3 clusters Score -362021.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -362027.375000 Penalty: 2700.964844
	Iteration 38Q: 3 clusters Score -362027.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -362032.656250 Penalty: 2700.964844
	Iteration 39Q: 3 clusters Score -362032.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -362036.468750 Penalty: 2700.964844
	Iteration 40F: 3 clusters Score -362036.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -362044.375000 Penalty: 2700.964844
	Iteration 41Q: 3 clusters Score -362044.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -362048.218750 Penalty: 2700.964844
	Iteration 42Q: 3 clusters Score -362048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -362054.625000 Penalty: 2700.964844
	Iteration 43Q: 3 clusters Score -362054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -362059.843750 Penalty: 2700.964844
	Iteration 44Q: 3 clusters Score -362059.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -362068.750000 Penalty: 2700.964844
	Iteration 45Q: 3 clusters Score -362068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -362081.125000 Penalty: 2700.964844
	Iteration 46Q: 3 clusters Score -362081.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -362097.625000 Penalty: 2700.964844
	Iteration 47Q: 3 clusters Score -362097.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -362109.437500 Penalty: 2700.964844
	Iteration 48Q: 3 clusters Score -362109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -362124.218750 Penalty: 2700.964844
	Iteration 49Q: 3 clusters Score -362124.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -362138.250000 Penalty: 2700.964844
	Iteration 50Q: 3 clusters Score -362138.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -362147.906250 Penalty: 2700.964844
	Iteration 51Q: 3 clusters Score -362147.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -362152.281250 Penalty: 2700.964844
	Iteration 52Q: 3 clusters Score -362152.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -362154.500000 Penalty: 2700.964844
	Iteration 53Q: 3 clusters Score -362154.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362155.687500 Penalty: 2700.964844
	Iteration 54Q: 3 clusters Score -362155.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362156.000000 Penalty: 2700.964844
	Iteration 55Q: 3 clusters Score -362156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362156.656250 Penalty: 2700.964844
	Iteration 56Q: 3 clusters Score -362156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -362156.656250 Penalty: 2700.964844
	Iteration 57F: 3 clusters Score -362156.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Entering Unmasked Estep 
Score: -2936386.750000 Penalty: 1683.488770
	Iteration 0F: 2 clusters Score -2936387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -2915155.000000 Penalty: 3366.977539
	Iteration 0F: 3 clusters Score -2915155 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2923357.000000 Penalty: 3366.977539
	Iteration 1F: 3 clusters Score -2923357 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2923833.250000 Penalty: 3366.977539
	Iteration 2Q: 3 clusters Score -2923833 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -2924323.750000 Penalty: 3366.977539
	Iteration 3Q: 3 clusters Score -2924324 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2924849.750000 Penalty: 3366.977539
	Iteration 4Q: 3 clusters Score -2924850 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2925415.250000 Penalty: 3366.977539
	Iteration 5Q: 3 clusters Score -2925415 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2926008.500000 Penalty: 3366.977539
	Iteration 6Q: 3 clusters Score -2926008 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2926799.750000 Penalty: 3366.977539
	Iteration 7Q: 3 clusters Score -2926800 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2927890.750000 Penalty: 3366.977539
	Iteration 8F: 3 clusters Score -2927891 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2929360.000000 Penalty: 3366.977539
	Iteration 9F: 3 clusters Score -2929360 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -2930997.000000 Penalty: 3366.977539
	Iteration 10F: 3 clusters Score -2930997 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -2932344.500000 Penalty: 3366.977539
	Iteration 11Q: 3 clusters Score -2932344 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -2933237.000000 Penalty: 3366.977539
	Iteration 12Q: 3 clusters Score -2933237 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -2933703.000000 Penalty: 3366.977539
	Iteration 13Q: 3 clusters Score -2933703 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2933973.750000 Penalty: 3366.977539
	Iteration 14Q: 3 clusters Score -2933974 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -2934128.750000 Penalty: 3366.977539
	Iteration 15Q: 3 clusters Score -2934129 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2934249.750000 Penalty: 3366.977539
	Iteration 16Q: 3 clusters Score -2934250 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2934339.750000 Penalty: 3366.977539
	Iteration 17Q: 3 clusters Score -2934340 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -2934427.750000 Penalty: 3366.977539
	Iteration 18Q: 3 clusters Score -2934428 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -2934499.750000 Penalty: 3366.977539
	Iteration 19Q: 3 clusters Score -2934500 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -2934559.750000 Penalty: 3366.977539
	Iteration 20F: 3 clusters Score -2934560 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -2934607.750000 Penalty: 3366.977539
	Iteration 21Q: 3 clusters Score -2934608 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -2934652.500000 Penalty: 3366.977539
	Iteration 22Q: 3 clusters Score -2934652 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -2934669.250000 Penalty: 3366.977539
	Iteration 23Q: 3 clusters Score -2934669 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -2934698.750000 Penalty: 3366.977539
	Iteration 24Q: 3 clusters Score -2934699 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -2934728.750000 Penalty: 3366.977539
	Iteration 25Q: 3 clusters Score -2934729 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
Score: -2934751.000000 Penalty: 3366.977539
	Iteration 26Q: 3 clusters Score -2934751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 29127 members 
Entering Unmasked Estep 
Score: -2934780.750000 Penalty: 3366.977539
	Iteration 27Q: 3 clusters Score -2934781 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -2934787.250000 Penalty: 3366.977539
	Iteration 28Q: 3 clusters Score -2934787 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -2934807.750000 Penalty: 3366.977539
	Iteration 29Q: 3 clusters Score -2934808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -2934823.750000 Penalty: 3366.977539
	Iteration 30Q: 3 clusters Score -2934824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -2934841.500000 Penalty: 3366.977539
	Iteration 31Q: 3 clusters Score -2934842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -2934855.750000 Penalty: 3366.977539
	Iteration 32Q: 3 clusters Score -2934856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -2934881.250000 Penalty: 3366.977539
	Iteration 33Q: 3 clusters Score -2934881 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -2934904.750000 Penalty: 3366.977539
	Iteration 34Q: 3 clusters Score -2934905 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -2934914.250000 Penalty: 3366.977539
	Iteration 35Q: 3 clusters Score -2934914 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 29763 members 
Entering Unmasked Estep 
Score: -2934951.250000 Penalty: 3366.977539
	Iteration 36Q: 3 clusters Score -2934951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -2934963.250000 Penalty: 3366.977539
	Iteration 37Q: 3 clusters Score -2934963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -2934991.000000 Penalty: 3366.977539
	Iteration 38Q: 3 clusters Score -2934991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -2935002.250000 Penalty: 3366.977539
	Iteration 39Q: 3 clusters Score -2935002 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -2935015.250000 Penalty: 3366.977539
	Iteration 40F: 3 clusters Score -2935015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30006 members 
Entering Unmasked Estep 
Score: -2935030.750000 Penalty: 3366.977539
	Iteration 41Q: 3 clusters Score -2935031 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -2935057.000000 Penalty: 3366.977539
	Iteration 42Q: 3 clusters Score -2935057 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -2935065.750000 Penalty: 3366.977539
	Iteration 43Q: 3 clusters Score -2935066 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30152 members 
Entering Unmasked Estep 
Score: -2935086.500000 Penalty: 3366.977539
	Iteration 44Q: 3 clusters Score -2935086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -2935105.750000 Penalty: 3366.977539
	Iteration 45Q: 3 clusters Score -2935106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -2935134.000000 Penalty: 3366.977539
	Iteration 46Q: 3 clusters Score -2935134 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -2935149.250000 Penalty: 3366.977539
	Iteration 47Q: 3 clusters Score -2935149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -2935153.500000 Penalty: 3366.977539
	Iteration 48Q: 3 clusters Score -2935154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -2935160.250000 Penalty: 3366.977539
	Iteration 49Q: 3 clusters Score -2935160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -2935164.000000 Penalty: 3366.977539
	Iteration 50Q: 3 clusters Score -2935164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -2935164.000000 Penalty: 3366.977539
	Iteration 51Q: 3 clusters Score -2935164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -2935168.250000 Penalty: 3366.977539
	Iteration 52Q: 3 clusters Score -2935168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -2935164.750000 Penalty: 3366.977539
	Iteration 53Q: 3 clusters Score -2935165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -2935168.500000 Penalty: 3366.977539
	Iteration 54Q: 3 clusters Score -2935168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -2935170.000000 Penalty: 3366.977539
	Iteration 55Q: 3 clusters Score -2935170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -2935169.000000 Penalty: 3366.977539
	Iteration 56Q: 3 clusters Score -2935169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30381 members 
Entering Unmasked Estep 
Score: -2935177.500000 Penalty: 3366.977539
	Iteration 57Q: 3 clusters Score -2935178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -2935179.500000 Penalty: 3366.977539
	Iteration 58Q: 3 clusters Score -2935180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -2935174.250000 Penalty: 3366.977539
	Iteration 59Q: 3 clusters Score -2935174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -2935174.500000 Penalty: 3366.977539
	Iteration 60F: 3 clusters Score -2935174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -2935179.250000 Penalty: 3366.977539
	Iteration 61Q: 3 clusters Score -2935179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -2935181.000000 Penalty: 3366.977539
	Iteration 62Q: 3 clusters Score -2935181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30408 members 
Entering Unmasked Estep 
Score: -2935180.750000 Penalty: 3366.977539
	Iteration 63Q: 3 clusters Score -2935181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -2935180.750000 Penalty: 3366.977539
	Iteration 64Q: 3 clusters Score -2935181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -2935181.250000 Penalty: 3366.977539
	Iteration 65Q: 3 clusters Score -2935181 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -2935182.000000 Penalty: 3366.977539
	Iteration 66Q: 3 clusters Score -2935182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -2935182.000000 Penalty: 3366.977539
	Iteration 67Q: 3 clusters Score -2935182 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -2935192.000000 Penalty: 3366.977539
	Iteration 68Q: 3 clusters Score -2935192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -2935198.000000 Penalty: 3366.977539
	Iteration 69Q: 3 clusters Score -2935198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -2935204.500000 Penalty: 3366.977539
	Iteration 70Q: 3 clusters Score -2935204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -2935208.000000 Penalty: 3366.977539
	Iteration 71Q: 3 clusters Score -2935208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -2935211.000000 Penalty: 3366.977539
	Iteration 72Q: 3 clusters Score -2935211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -2935210.000000 Penalty: 3366.977539
	Iteration 73Q: 3 clusters Score -2935210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -2935212.250000 Penalty: 3366.977539
	Iteration 74Q: 3 clusters Score -2935212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -2935216.750000 Penalty: 3366.977539
	Iteration 75Q: 3 clusters Score -2935217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -2935214.500000 Penalty: 3366.977539
	Iteration 76Q: 3 clusters Score -2935214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -2935212.000000 Penalty: 3366.977539
	Iteration 77Q: 3 clusters Score -2935212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -2935215.750000 Penalty: 3366.977539
	Iteration 78Q: 3 clusters Score -2935216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -2935212.250000 Penalty: 3366.977539
	Iteration 79Q: 3 clusters Score -2935212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -2935213.250000 Penalty: 3366.977539
	Iteration 80F: 3 clusters Score -2935213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -2935215.250000 Penalty: 3366.977539
	Iteration 81Q: 3 clusters Score -2935215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -2935222.250000 Penalty: 3366.977539
	Iteration 82Q: 3 clusters Score -2935222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -2935220.500000 Penalty: 3366.977539
	Iteration 83Q: 3 clusters Score -2935220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -2935220.500000 Penalty: 3366.977539
	Iteration 84F: 3 clusters Score -2935220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -294789.406250 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -294789.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -291886.562500 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -291886.6 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -292591.031250 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -292591 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -292748.593750 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -292748.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -292861.781250 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -292861.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -292950.843750 Penalty: 2637.349854
	Iteration 4Q: 3 clusters Score -292950.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -293009.187500 Penalty: 2637.349854
	Iteration 5Q: 3 clusters Score -293009.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -293061.187500 Penalty: 2637.349854
	Iteration 6Q: 3 clusters Score -293061.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293105.125000 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -293105.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -293143.312500 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -293143.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -293178.531250 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -293178.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293222.625000 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -293222.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -293273.968750 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -293274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -293341.968750 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -293342 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -293418.468750 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -293418.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -293462.156250 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -293462.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -293506.218750 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -293506.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -293540.718750 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -293540.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -293568.968750 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -293569 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -293587.843750 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -293587.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293602.218750 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -293602.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -293616.062500 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -293616.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -293628.625000 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -293628.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -293637.656250 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -293637.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -293641.718750 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -293641.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -293650.437500 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -293650.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -293657.593750 Penalty: 2637.349854
	Iteration 25Q: 3 clusters Score -293657.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -293665.031250 Penalty: 2637.349854
	Iteration 26Q: 3 clusters Score -293665 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -293670.531250 Penalty: 2637.349854
	Iteration 27Q: 3 clusters Score -293670.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -293676.218750 Penalty: 2637.349854
	Iteration 28Q: 3 clusters Score -293676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -293682.750000 Penalty: 2637.349854
	Iteration 29Q: 3 clusters Score -293682.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -293688.812500 Penalty: 2637.349854
	Iteration 30Q: 3 clusters Score -293688.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -293694.625000 Penalty: 2637.349854
	Iteration 31Q: 3 clusters Score -293694.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -293698.656250 Penalty: 2637.349854
	Iteration 32Q: 3 clusters Score -293698.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293701.531250 Penalty: 2637.349854
	Iteration 33Q: 3 clusters Score -293701.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293705.375000 Penalty: 2637.349854
	Iteration 34Q: 3 clusters Score -293705.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -293708.625000 Penalty: 2637.349854
	Iteration 35Q: 3 clusters Score -293708.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -293711.187500 Penalty: 2637.349854
	Iteration 36Q: 3 clusters Score -293711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293713.093750 Penalty: 2637.349854
	Iteration 37Q: 3 clusters Score -293713.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -293716.468750 Penalty: 2637.349854
	Iteration 38Q: 3 clusters Score -293716.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -293718.281250 Penalty: 2637.349854
	Iteration 39Q: 3 clusters Score -293718.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293721.031250 Penalty: 2637.349854
	Iteration 40F: 3 clusters Score -293721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -293722.343750 Penalty: 2637.349854
	Iteration 41Q: 3 clusters Score -293722.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -293722.562500 Penalty: 2637.349854
	Iteration 42Q: 3 clusters Score -293722.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -293723.500000 Penalty: 2637.349854
	Iteration 43Q: 3 clusters Score -293723.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -293723.875000 Penalty: 2637.349854
	Iteration 44Q: 3 clusters Score -293723.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -293725.718750 Penalty: 2637.349854
	Iteration 45Q: 3 clusters Score -293725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -293727.375000 Penalty: 2637.349854
	Iteration 46Q: 3 clusters Score -293727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -293728.687500 Penalty: 2637.349854
	Iteration 47Q: 3 clusters Score -293728.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -293729.187500 Penalty: 2637.349854
	Iteration 48Q: 3 clusters Score -293729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -293729.250000 Penalty: 2637.349854
	Iteration 49Q: 3 clusters Score -293729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293729.906250 Penalty: 2637.349854
	Iteration 50Q: 3 clusters Score -293729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293731.781250 Penalty: 2637.349854
	Iteration 51Q: 3 clusters Score -293731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -293731.812500 Penalty: 2637.349854
	Iteration 52Q: 3 clusters Score -293731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -293731.812500 Penalty: 2637.349854
	Iteration 53F: 3 clusters Score -293731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Entering Unmasked Estep 
Score: -1316893.000000 Penalty: 1561.252197
	Iteration 0F: 2 clusters Score -1316893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1306716.750000 Penalty: 3122.504395
	Iteration 0F: 3 clusters Score -1306717 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1310192.250000 Penalty: 3122.504395
	Iteration 1F: 3 clusters Score -1310192 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1310627.500000 Penalty: 3122.504395
	Iteration 2F: 3 clusters Score -1310628 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1311028.750000 Penalty: 3122.504395
	Iteration 3F: 3 clusters Score -1311029 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1311449.750000 Penalty: 3122.504395
	Iteration 4F: 3 clusters Score -1311450 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1311879.250000 Penalty: 3122.504395
	Iteration 5F: 3 clusters Score -1311879 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1312342.000000 Penalty: 3122.504395
	Iteration 6F: 3 clusters Score -1312342 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1312876.000000 Penalty: 3122.504395
	Iteration 7F: 3 clusters Score -1312876 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1313475.250000 Penalty: 3122.504395
	Iteration 8F: 3 clusters Score -1313475 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1314069.875000 Penalty: 3122.504395
	Iteration 9Q: 3 clusters Score -1314070 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1314656.750000 Penalty: 3122.504395
	Iteration 10Q: 3 clusters Score -1314657 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1315172.750000 Penalty: 3122.504395
	Iteration 11Q: 3 clusters Score -1315173 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1315536.875000 Penalty: 3122.504395
	Iteration 12Q: 3 clusters Score -1315537 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1315865.375000 Penalty: 3122.504395
	Iteration 13Q: 3 clusters Score -1315865 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1316150.500000 Penalty: 3122.504395
	Iteration 14Q: 3 clusters Score -1316150 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1316415.000000 Penalty: 3122.504395
	Iteration 15Q: 3 clusters Score -1316415 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1316592.000000 Penalty: 3122.504395
	Iteration 16Q: 3 clusters Score -1316592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1316687.000000 Penalty: 3122.504395
	Iteration 17Q: 3 clusters Score -1316687 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1316737.000000 Penalty: 3122.504395
	Iteration 18Q: 3 clusters Score -1316737 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1316754.875000 Penalty: 3122.504395
	Iteration 19Q: 3 clusters Score -1316755 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1316773.125000 Penalty: 3122.504395
	Iteration 20F: 3 clusters Score -1316773 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1316789.750000 Penalty: 3122.504395
	Iteration 21Q: 3 clusters Score -1316790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1316795.375000 Penalty: 3122.504395
	Iteration 22Q: 3 clusters Score -1316795 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1316801.875000 Penalty: 3122.504395
	Iteration 23Q: 3 clusters Score -1316802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1316805.500000 Penalty: 3122.504395
	Iteration 24Q: 3 clusters Score -1316806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1316812.625000 Penalty: 3122.504395
	Iteration 25Q: 3 clusters Score -1316813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1316815.875000 Penalty: 3122.504395
	Iteration 26Q: 3 clusters Score -1316816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1316818.000000 Penalty: 3122.504395
	Iteration 27Q: 3 clusters Score -1316818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1316819.875000 Penalty: 3122.504395
	Iteration 28Q: 3 clusters Score -1316820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1316821.750000 Penalty: 3122.504395
	Iteration 29Q: 3 clusters Score -1316822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1316826.250000 Penalty: 3122.504395
	Iteration 30Q: 3 clusters Score -1316826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1316828.125000 Penalty: 3122.504395
	Iteration 31Q: 3 clusters Score -1316828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1316833.625000 Penalty: 3122.504395
	Iteration 32Q: 3 clusters Score -1316834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1316837.000000 Penalty: 3122.504395
	Iteration 33Q: 3 clusters Score -1316837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1316843.625000 Penalty: 3122.504395
	Iteration 34Q: 3 clusters Score -1316844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1316847.750000 Penalty: 3122.504395
	Iteration 35Q: 3 clusters Score -1316848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1316851.250000 Penalty: 3122.504395
	Iteration 36Q: 3 clusters Score -1316851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1316855.125000 Penalty: 3122.504395
	Iteration 37Q: 3 clusters Score -1316855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1316856.875000 Penalty: 3122.504395
	Iteration 38Q: 3 clusters Score -1316857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1316860.125000 Penalty: 3122.504395
	Iteration 39Q: 3 clusters Score -1316860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1316859.750000 Penalty: 3122.504395
	Iteration 40F: 3 clusters Score -1316860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1316860.125000 Penalty: 3122.504395
	Iteration 41Q: 3 clusters Score -1316860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1316868.500000 Penalty: 3122.504395
	Iteration 42Q: 3 clusters Score -1316868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1316878.000000 Penalty: 3122.504395
	Iteration 43Q: 3 clusters Score -1316878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1316887.000000 Penalty: 3122.504395
	Iteration 44Q: 3 clusters Score -1316887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1316893.250000 Penalty: 3122.504395
	Iteration 45Q: 3 clusters Score -1316893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1316906.750000 Penalty: 3122.504395
	Iteration 46Q: 3 clusters Score -1316907 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1316920.875000 Penalty: 3122.504395
	Iteration 47Q: 3 clusters Score -1316921 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1316931.500000 Penalty: 3122.504395
	Iteration 48Q: 3 clusters Score -1316932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1316943.000000 Penalty: 3122.504395
	Iteration 49Q: 3 clusters Score -1316943 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1316950.000000 Penalty: 3122.504395
	Iteration 50Q: 3 clusters Score -1316950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1316960.375000 Penalty: 3122.504395
	Iteration 51Q: 3 clusters Score -1316960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1316965.500000 Penalty: 3122.504395
	Iteration 52Q: 3 clusters Score -1316966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1316970.500000 Penalty: 3122.504395
	Iteration 53Q: 3 clusters Score -1316970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1316976.125000 Penalty: 3122.504395
	Iteration 54Q: 3 clusters Score -1316976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1316978.375000 Penalty: 3122.504395
	Iteration 55Q: 3 clusters Score -1316978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1316979.500000 Penalty: 3122.504395
	Iteration 56Q: 3 clusters Score -1316980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1316979.125000 Penalty: 3122.504395
	Iteration 57Q: 3 clusters Score -1316979 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -1316984.500000 Penalty: 3122.504395
	Iteration 58Q: 3 clusters Score -1316984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1316986.625000 Penalty: 3122.504395
	Iteration 59Q: 3 clusters Score -1316987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1316987.000000 Penalty: 3122.504395
	Iteration 60F: 3 clusters Score -1316987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1316988.875000 Penalty: 3122.504395
	Iteration 61Q: 3 clusters Score -1316989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1316988.500000 Penalty: 3122.504395
	Iteration 62Q: 3 clusters Score -1316988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1316990.125000 Penalty: 3122.504395
	Iteration 63Q: 3 clusters Score -1316990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1316988.000000 Penalty: 3122.504395
	Iteration 64Q: 3 clusters Score -1316988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1316988.000000 Penalty: 3122.504395
	Iteration 65F: 3 clusters Score -1316988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 11735 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Mstep: Class 22 contains 3144 members 
Entering Unmasked Estep 
Score: -24813434.000000 Penalty: 44861.425781
Splitting cluster 13 changes total score from -24813774.000000 to -24813434.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (33509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Entering Unmasked Estep 
Score: -3009152.500000 Penalty: 1693.179932
	Iteration 0F: 2 clusters Score -3009152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2986331.750000 Penalty: 3386.359863
	Iteration 0F: 3 clusters Score -2986332 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2995276.250000 Penalty: 3386.359863
	Iteration 1F: 3 clusters Score -2995276 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2995718.750000 Penalty: 3386.359863
	Iteration 2Q: 3 clusters Score -2995719 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -2996191.750000 Penalty: 3386.359863
	Iteration 3Q: 3 clusters Score -2996192 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2996736.250000 Penalty: 3386.359863
	Iteration 4Q: 3 clusters Score -2996736 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2997491.000000 Penalty: 3386.359863
	Iteration 5Q: 3 clusters Score -2997491 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2998518.750000 Penalty: 3386.359863
	Iteration 6F: 3 clusters Score -2998519 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -2999900.500000 Penalty: 3386.359863
	Iteration 7F: 3 clusters Score -2999900 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3001604.000000 Penalty: 3386.359863
	Iteration 8F: 3 clusters Score -3001604 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -3003357.250000 Penalty: 3386.359863
	Iteration 9F: 3 clusters Score -3003357 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -3004863.250000 Penalty: 3386.359863
	Iteration 10Q: 3 clusters Score -3004863 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -3006010.000000 Penalty: 3386.359863
	Iteration 11Q: 3 clusters Score -3006010 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3006717.750000 Penalty: 3386.359863
	Iteration 12Q: 3 clusters Score -3006718 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -3007093.500000 Penalty: 3386.359863
	Iteration 13Q: 3 clusters Score -3007094 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -3007316.000000 Penalty: 3386.359863
	Iteration 14Q: 3 clusters Score -3007316 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -3007485.250000 Penalty: 3386.359863
	Iteration 15Q: 3 clusters Score -3007485 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -3007587.250000 Penalty: 3386.359863
	Iteration 16Q: 3 clusters Score -3007587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32658 members 
Entering Unmasked Estep 
Score: -3007674.250000 Penalty: 3386.359863
	Iteration 17Q: 3 clusters Score -3007674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -3007706.750000 Penalty: 3386.359863
	Iteration 18Q: 3 clusters Score -3007707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -3007739.250000 Penalty: 3386.359863
	Iteration 19Q: 3 clusters Score -3007739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -3007763.250000 Penalty: 3386.359863
	Iteration 20F: 3 clusters Score -3007763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 32783 members 
Entering Unmasked Estep 
Score: -3007768.000000 Penalty: 3386.359863
	Iteration 21Q: 3 clusters Score -3007768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -3007773.500000 Penalty: 3386.359863
	Iteration 22Q: 3 clusters Score -3007774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3007782.000000 Penalty: 3386.359863
	Iteration 23Q: 3 clusters Score -3007782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -3007783.250000 Penalty: 3386.359863
	Iteration 24Q: 3 clusters Score -3007783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -3007791.000000 Penalty: 3386.359863
	Iteration 25Q: 3 clusters Score -3007791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -3007789.000000 Penalty: 3386.359863
	Iteration 26Q: 3 clusters Score -3007789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -3007789.750000 Penalty: 3386.359863
	Iteration 27Q: 3 clusters Score -3007790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -3007794.000000 Penalty: 3386.359863
	Iteration 28Q: 3 clusters Score -3007794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3007796.750000 Penalty: 3386.359863
	Iteration 29Q: 3 clusters Score -3007797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -3007797.750000 Penalty: 3386.359863
	Iteration 30Q: 3 clusters Score -3007798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3007795.500000 Penalty: 3386.359863
	Iteration 31Q: 3 clusters Score -3007796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -3007796.250000 Penalty: 3386.359863
	Iteration 32Q: 3 clusters Score -3007796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3007796.750000 Penalty: 3386.359863
	Iteration 33Q: 3 clusters Score -3007797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -3007799.250000 Penalty: 3386.359863
	Iteration 34Q: 3 clusters Score -3007799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -3007801.000000 Penalty: 3386.359863
	Iteration 35Q: 3 clusters Score -3007801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3007801.000000 Penalty: 3386.359863
	Iteration 36Q: 3 clusters Score -3007801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -3007801.000000 Penalty: 3386.359863
	Iteration 37F: 3 clusters Score -3007801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -493835.781250 Penalty: 1398.434814
	Iteration 0F: 2 clusters Score -493835.8 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 2656 members 
Entering Unmasked Estep 
Score: -489514.625000 Penalty: 2796.869629
	Iteration 0F: 3 clusters Score -489514.6 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -490804.000000 Penalty: 2796.869629
	Iteration 1F: 3 clusters Score -490804 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -491079.468750 Penalty: 2796.869629
	Iteration 2F: 3 clusters Score -491079.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -491335.687500 Penalty: 2796.869629
	Iteration 3F: 3 clusters Score -491335.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -491603.406250 Penalty: 2796.869629
	Iteration 4F: 3 clusters Score -491603.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -491845.718750 Penalty: 2796.869629
	Iteration 5F: 3 clusters Score -491845.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -492083.843750 Penalty: 2796.869629
	Iteration 6F: 3 clusters Score -492083.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -492282.218750 Penalty: 2796.869629
	Iteration 7Q: 3 clusters Score -492282.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -492463.968750 Penalty: 2796.869629
	Iteration 8Q: 3 clusters Score -492464 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -492588.843750 Penalty: 2796.869629
	Iteration 9Q: 3 clusters Score -492588.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -492669.187500 Penalty: 2796.869629
	Iteration 10Q: 3 clusters Score -492669.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -492730.843750 Penalty: 2796.869629
	Iteration 11Q: 3 clusters Score -492730.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -492779.125000 Penalty: 2796.869629
	Iteration 12Q: 3 clusters Score -492779.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -492811.437500 Penalty: 2796.869629
	Iteration 13Q: 3 clusters Score -492811.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -492836.593750 Penalty: 2796.869629
	Iteration 14Q: 3 clusters Score -492836.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -492858.718750 Penalty: 2796.869629
	Iteration 15Q: 3 clusters Score -492858.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -492878.343750 Penalty: 2796.869629
	Iteration 16Q: 3 clusters Score -492878.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -492887.093750 Penalty: 2796.869629
	Iteration 17Q: 3 clusters Score -492887.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -492895.375000 Penalty: 2796.869629
	Iteration 18Q: 3 clusters Score -492895.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -492900.187500 Penalty: 2796.869629
	Iteration 19Q: 3 clusters Score -492900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -492905.281250 Penalty: 2796.869629
	Iteration 20F: 3 clusters Score -492905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -492909.468750 Penalty: 2796.869629
	Iteration 21Q: 3 clusters Score -492909.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -492913.718750 Penalty: 2796.869629
	Iteration 22Q: 3 clusters Score -492913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -492914.750000 Penalty: 2796.869629
	Iteration 23Q: 3 clusters Score -492914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -492914.875000 Penalty: 2796.869629
	Iteration 24Q: 3 clusters Score -492914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -492915.343750 Penalty: 2796.869629
	Iteration 25Q: 3 clusters Score -492915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -492915.343750 Penalty: 2796.869629
	Iteration 26F: 3 clusters Score -492915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Entering Unmasked Estep 
Score: -6285595.500000 Penalty: 1807.504883
	Iteration 0F: 2 clusters Score -6285596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 33692 members 
Entering Unmasked Estep 
Score: -6240706.500000 Penalty: 3615.009766
	Iteration 0F: 3 clusters Score -6240706 nChanged 32092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -6259056.500000 Penalty: 3615.009766
	Iteration 1F: 3 clusters Score -6259056 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -6260015.500000 Penalty: 3615.009766
	Iteration 2Q: 3 clusters Score -6260016 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6261555.000000 Penalty: 3615.009766
	Iteration 3Q: 3 clusters Score -6261555 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -6263933.500000 Penalty: 3615.009766
	Iteration 4F: 3 clusters Score -6263934 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -6267407.000000 Penalty: 3615.009766
	Iteration 5F: 3 clusters Score -6267407 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52410 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -6271412.500000 Penalty: 3615.009766
	Iteration 6F: 3 clusters Score -6271412 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -6275366.500000 Penalty: 3615.009766
	Iteration 7F: 3 clusters Score -6275366 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60107 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -6278554.000000 Penalty: 3615.009766
	Iteration 8F: 3 clusters Score -6278554 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -6280671.500000 Penalty: 3615.009766
	Iteration 9Q: 3 clusters Score -6280672 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6281953.500000 Penalty: 3615.009766
	Iteration 10Q: 3 clusters Score -6281954 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65348 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6282840.500000 Penalty: 3615.009766
	Iteration 11Q: 3 clusters Score -6282840 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6283353.500000 Penalty: 3615.009766
	Iteration 12Q: 3 clusters Score -6283354 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6283638.500000 Penalty: 3615.009766
	Iteration 13Q: 3 clusters Score -6283638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66671 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6283818.000000 Penalty: 3615.009766
	Iteration 14Q: 3 clusters Score -6283818 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6283902.000000 Penalty: 3615.009766
	Iteration 15Q: 3 clusters Score -6283902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66896 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6283969.500000 Penalty: 3615.009766
	Iteration 16Q: 3 clusters Score -6283970 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6284011.000000 Penalty: 3615.009766
	Iteration 17Q: 3 clusters Score -6284011 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67011 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6284045.500000 Penalty: 3615.009766
	Iteration 18Q: 3 clusters Score -6284046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6284062.000000 Penalty: 3615.009766
	Iteration 19Q: 3 clusters Score -6284062 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67066 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6284078.000000 Penalty: 3615.009766
	Iteration 20F: 3 clusters Score -6284078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6284092.500000 Penalty: 3615.009766
	Iteration 21Q: 3 clusters Score -6284092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67106 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6284110.000000 Penalty: 3615.009766
	Iteration 22Q: 3 clusters Score -6284110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67113 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6284105.500000 Penalty: 3615.009766
	Iteration 23Q: 3 clusters Score -6284106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67121 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6284107.500000 Penalty: 3615.009766
	Iteration 24Q: 3 clusters Score -6284108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67125 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -6284109.500000 Penalty: 3615.009766
	Iteration 25Q: 3 clusters Score -6284110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67132 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6284116.500000 Penalty: 3615.009766
	Iteration 26Q: 3 clusters Score -6284116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67133 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6284118.000000 Penalty: 3615.009766
	Iteration 27Q: 3 clusters Score -6284118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6284125.000000 Penalty: 3615.009766
	Iteration 28Q: 3 clusters Score -6284125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67146 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6284134.000000 Penalty: 3615.009766
	Iteration 29Q: 3 clusters Score -6284134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6284136.500000 Penalty: 3615.009766
	Iteration 30Q: 3 clusters Score -6284136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6284140.000000 Penalty: 3615.009766
	Iteration 31Q: 3 clusters Score -6284140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6284133.500000 Penalty: 3615.009766
	Iteration 32Q: 3 clusters Score -6284134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67155 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6284140.000000 Penalty: 3615.009766
	Iteration 33Q: 3 clusters Score -6284140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6284139.000000 Penalty: 3615.009766
	Iteration 34Q: 3 clusters Score -6284139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67153 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6284142.000000 Penalty: 3615.009766
	Iteration 35Q: 3 clusters Score -6284142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67154 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6284141.500000 Penalty: 3615.009766
	Iteration 36Q: 3 clusters Score -6284142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6284148.000000 Penalty: 3615.009766
	Iteration 37Q: 3 clusters Score -6284148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67159 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6284148.500000 Penalty: 3615.009766
	Iteration 38Q: 3 clusters Score -6284148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6284151.000000 Penalty: 3615.009766
	Iteration 39Q: 3 clusters Score -6284151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67161 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6284157.000000 Penalty: 3615.009766
	Iteration 40F: 3 clusters Score -6284157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67164 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6284151.000000 Penalty: 3615.009766
	Iteration 41Q: 3 clusters Score -6284151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6284151.500000 Penalty: 3615.009766
	Iteration 42Q: 3 clusters Score -6284152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6284158.000000 Penalty: 3615.009766
	Iteration 43Q: 3 clusters Score -6284158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67169 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6284156.000000 Penalty: 3615.009766
	Iteration 44Q: 3 clusters Score -6284156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6284159.500000 Penalty: 3615.009766
	Iteration 45Q: 3 clusters Score -6284160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67168 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6284159.500000 Penalty: 3615.009766
	Iteration 46F: 3 clusters Score -6284160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Entering Unmasked Estep 
Score: -520004.531250 Penalty: 1409.056152
	Iteration 0F: 2 clusters Score -520004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -515460.812500 Penalty: 2818.112305
	Iteration 0F: 3 clusters Score -515460.8 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -516836.437500 Penalty: 2818.112305
	Iteration 1F: 3 clusters Score -516836.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -517102.281250 Penalty: 2818.112305
	Iteration 2F: 3 clusters Score -517102.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -517326.250000 Penalty: 2818.112305
	Iteration 3F: 3 clusters Score -517326.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -517538.500000 Penalty: 2818.112305
	Iteration 4F: 3 clusters Score -517538.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -517725.937500 Penalty: 2818.112305
	Iteration 5Q: 3 clusters Score -517725.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -517901.625000 Penalty: 2818.112305
	Iteration 6Q: 3 clusters Score -517901.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -518032.750000 Penalty: 2818.112305
	Iteration 7Q: 3 clusters Score -518032.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -518116.625000 Penalty: 2818.112305
	Iteration 8Q: 3 clusters Score -518116.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -518188.250000 Penalty: 2818.112305
	Iteration 9Q: 3 clusters Score -518188.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -518289.437500 Penalty: 2818.112305
	Iteration 10Q: 3 clusters Score -518289.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -518387.656250 Penalty: 2818.112305
	Iteration 11Q: 3 clusters Score -518387.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -518468.218750 Penalty: 2818.112305
	Iteration 12Q: 3 clusters Score -518468.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -518530.375000 Penalty: 2818.112305
	Iteration 13Q: 3 clusters Score -518530.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -518589.968750 Penalty: 2818.112305
	Iteration 14Q: 3 clusters Score -518590 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -518629.718750 Penalty: 2818.112305
	Iteration 15Q: 3 clusters Score -518629.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -518656.281250 Penalty: 2818.112305
	Iteration 16Q: 3 clusters Score -518656.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -518667.750000 Penalty: 2818.112305
	Iteration 17Q: 3 clusters Score -518667.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -518678.437500 Penalty: 2818.112305
	Iteration 18Q: 3 clusters Score -518678.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -518687.250000 Penalty: 2818.112305
	Iteration 19Q: 3 clusters Score -518687.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -518694.968750 Penalty: 2818.112305
	Iteration 20F: 3 clusters Score -518695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -518697.781250 Penalty: 2818.112305
	Iteration 21Q: 3 clusters Score -518697.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -518700.125000 Penalty: 2818.112305
	Iteration 22Q: 3 clusters Score -518700.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -518702.843750 Penalty: 2818.112305
	Iteration 23Q: 3 clusters Score -518702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -518707.250000 Penalty: 2818.112305
	Iteration 24Q: 3 clusters Score -518707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -518707.750000 Penalty: 2818.112305
	Iteration 25Q: 3 clusters Score -518707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -518710.125000 Penalty: 2818.112305
	Iteration 26Q: 3 clusters Score -518710.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -518715.156250 Penalty: 2818.112305
	Iteration 27Q: 3 clusters Score -518715.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -518717.093750 Penalty: 2818.112305
	Iteration 28Q: 3 clusters Score -518717.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -518718.812500 Penalty: 2818.112305
	Iteration 29Q: 3 clusters Score -518718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -518723.656250 Penalty: 2818.112305
	Iteration 30Q: 3 clusters Score -518723.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -518729.093750 Penalty: 2818.112305
	Iteration 31Q: 3 clusters Score -518729.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -518733.468750 Penalty: 2818.112305
	Iteration 32Q: 3 clusters Score -518733.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -518741.875000 Penalty: 2818.112305
	Iteration 33Q: 3 clusters Score -518741.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -518752.656250 Penalty: 2818.112305
	Iteration 34Q: 3 clusters Score -518752.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -518762.906250 Penalty: 2818.112305
	Iteration 35Q: 3 clusters Score -518762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -518773.531250 Penalty: 2818.112305
	Iteration 36Q: 3 clusters Score -518773.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -518780.656250 Penalty: 2818.112305
	Iteration 37Q: 3 clusters Score -518780.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -518789.968750 Penalty: 2818.112305
	Iteration 38Q: 3 clusters Score -518790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -518797.437500 Penalty: 2818.112305
	Iteration 39Q: 3 clusters Score -518797.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -518808.218750 Penalty: 2818.112305
	Iteration 40F: 3 clusters Score -518808.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -518821.875000 Penalty: 2818.112305
	Iteration 41Q: 3 clusters Score -518821.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -518835.468750 Penalty: 2818.112305
	Iteration 42Q: 3 clusters Score -518835.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -518853.468750 Penalty: 2818.112305
	Iteration 43Q: 3 clusters Score -518853.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -518869.312500 Penalty: 2818.112305
	Iteration 44Q: 3 clusters Score -518869.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -518881.250000 Penalty: 2818.112305
	Iteration 45Q: 3 clusters Score -518881.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -518890.656250 Penalty: 2818.112305
	Iteration 46Q: 3 clusters Score -518890.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -518898.312500 Penalty: 2818.112305
	Iteration 47Q: 3 clusters Score -518898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -518906.500000 Penalty: 2818.112305
	Iteration 48Q: 3 clusters Score -518906.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -518912.625000 Penalty: 2818.112305
	Iteration 49Q: 3 clusters Score -518912.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -518922.500000 Penalty: 2818.112305
	Iteration 50Q: 3 clusters Score -518922.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -518932.562500 Penalty: 2818.112305
	Iteration 51Q: 3 clusters Score -518932.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -518939.187500 Penalty: 2818.112305
	Iteration 52Q: 3 clusters Score -518939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -518945.750000 Penalty: 2818.112305
	Iteration 53Q: 3 clusters Score -518945.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -518951.281250 Penalty: 2818.112305
	Iteration 54Q: 3 clusters Score -518951.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -518960.312500 Penalty: 2818.112305
	Iteration 55Q: 3 clusters Score -518960.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -518970.437500 Penalty: 2818.112305
	Iteration 56Q: 3 clusters Score -518970.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -518976.906250 Penalty: 2818.112305
	Iteration 57Q: 3 clusters Score -518976.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -518982.156250 Penalty: 2818.112305
	Iteration 58Q: 3 clusters Score -518982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -518987.937500 Penalty: 2818.112305
	Iteration 59Q: 3 clusters Score -518987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -518991.468750 Penalty: 2818.112305
	Iteration 60F: 3 clusters Score -518991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -518992.218750 Penalty: 2818.112305
	Iteration 61Q: 3 clusters Score -518992.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -518994.437500 Penalty: 2818.112305
	Iteration 62Q: 3 clusters Score -518994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -518996.406250 Penalty: 2818.112305
	Iteration 63Q: 3 clusters Score -518996.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -518997.656250 Penalty: 2818.112305
	Iteration 64Q: 3 clusters Score -518997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -519002.281250 Penalty: 2818.112305
	Iteration 65Q: 3 clusters Score -519002.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -519003.218750 Penalty: 2818.112305
	Iteration 66Q: 3 clusters Score -519003.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -519008.437500 Penalty: 2818.112305
	Iteration 67Q: 3 clusters Score -519008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -519009.281250 Penalty: 2818.112305
	Iteration 68Q: 3 clusters Score -519009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -519009.812500 Penalty: 2818.112305
	Iteration 69Q: 3 clusters Score -519009.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -519009.812500 Penalty: 2818.112305
	Iteration 70F: 3 clusters Score -519009.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -632412.375000 Penalty: 1440.406616
	Iteration 0F: 2 clusters Score -632412.4 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 3492 members 
Entering Unmasked Estep 
Score: -627101.312500 Penalty: 2880.813232
	Iteration 0F: 3 clusters Score -627101.3 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -628800.625000 Penalty: 2880.813232
	Iteration 1F: 3 clusters Score -628800.6 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -629217.250000 Penalty: 2880.813232
	Iteration 2F: 3 clusters Score -629217.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -629732.937500 Penalty: 2880.813232
	Iteration 3F: 3 clusters Score -629732.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -630350.375000 Penalty: 2880.813232
	Iteration 4F: 3 clusters Score -630350.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -630861.125000 Penalty: 2880.813232
	Iteration 5F: 3 clusters Score -630861.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -631220.062500 Penalty: 2880.813232
	Iteration 6F: 3 clusters Score -631220.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -631469.000000 Penalty: 2880.813232
	Iteration 7Q: 3 clusters Score -631469 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -631649.875000 Penalty: 2880.813232
	Iteration 8Q: 3 clusters Score -631649.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -631757.687500 Penalty: 2880.813232
	Iteration 9Q: 3 clusters Score -631757.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -631844.437500 Penalty: 2880.813232
	Iteration 10Q: 3 clusters Score -631844.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -631898.062500 Penalty: 2880.813232
	Iteration 11Q: 3 clusters Score -631898.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -631939.125000 Penalty: 2880.813232
	Iteration 12Q: 3 clusters Score -631939.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -631981.000000 Penalty: 2880.813232
	Iteration 13Q: 3 clusters Score -631981 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -632019.625000 Penalty: 2880.813232
	Iteration 14Q: 3 clusters Score -632019.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -632048.312500 Penalty: 2880.813232
	Iteration 15Q: 3 clusters Score -632048.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -632072.687500 Penalty: 2880.813232
	Iteration 16Q: 3 clusters Score -632072.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -632089.750000 Penalty: 2880.813232
	Iteration 17Q: 3 clusters Score -632089.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -632101.000000 Penalty: 2880.813232
	Iteration 18Q: 3 clusters Score -632101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -632107.437500 Penalty: 2880.813232
	Iteration 19Q: 3 clusters Score -632107.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -632111.312500 Penalty: 2880.813232
	Iteration 20F: 3 clusters Score -632111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -632111.500000 Penalty: 2880.813232
	Iteration 21Q: 3 clusters Score -632111.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -632111.312500 Penalty: 2880.813232
	Iteration 22Q: 3 clusters Score -632111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -632113.562500 Penalty: 2880.813232
	Iteration 23Q: 3 clusters Score -632113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -632112.812500 Penalty: 2880.813232
	Iteration 24Q: 3 clusters Score -632112.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -632114.250000 Penalty: 2880.813232
	Iteration 25Q: 3 clusters Score -632114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -632114.250000 Penalty: 2880.813232
	Iteration 26F: 3 clusters Score -632114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Entering Unmasked Estep 
Score: -356498.562500 Penalty: 1354.234497
	Iteration 0F: 2 clusters Score -356498.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -353030.093750 Penalty: 2708.468994
	Iteration 0F: 3 clusters Score -353030.1 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -354015.593750 Penalty: 2708.468994
	Iteration 1F: 3 clusters Score -354015.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -354269.406250 Penalty: 2708.468994
	Iteration 2F: 3 clusters Score -354269.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -354470.000000 Penalty: 2708.468994
	Iteration 3F: 3 clusters Score -354470 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -354649.656250 Penalty: 2708.468994
	Iteration 4F: 3 clusters Score -354649.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -354813.437500 Penalty: 2708.468994
	Iteration 5Q: 3 clusters Score -354813.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -354993.187500 Penalty: 2708.468994
	Iteration 6Q: 3 clusters Score -354993.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -355153.843750 Penalty: 2708.468994
	Iteration 7Q: 3 clusters Score -355153.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -355345.531250 Penalty: 2708.468994
	Iteration 8Q: 3 clusters Score -355345.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -355509.875000 Penalty: 2708.468994
	Iteration 9Q: 3 clusters Score -355509.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -355648.687500 Penalty: 2708.468994
	Iteration 10Q: 3 clusters Score -355648.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -355744.875000 Penalty: 2708.468994
	Iteration 11Q: 3 clusters Score -355744.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -355824.406250 Penalty: 2708.468994
	Iteration 12Q: 3 clusters Score -355824.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -355883.250000 Penalty: 2708.468994
	Iteration 13Q: 3 clusters Score -355883.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355923.312500 Penalty: 2708.468994
	Iteration 14Q: 3 clusters Score -355923.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355957.468750 Penalty: 2708.468994
	Iteration 15Q: 3 clusters Score -355957.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -355977.812500 Penalty: 2708.468994
	Iteration 16Q: 3 clusters Score -355977.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -355989.187500 Penalty: 2708.468994
	Iteration 17Q: 3 clusters Score -355989.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355997.125000 Penalty: 2708.468994
	Iteration 18Q: 3 clusters Score -355997.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -356006.718750 Penalty: 2708.468994
	Iteration 19Q: 3 clusters Score -356006.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -356013.656250 Penalty: 2708.468994
	Iteration 20F: 3 clusters Score -356013.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -356021.187500 Penalty: 2708.468994
	Iteration 21Q: 3 clusters Score -356021.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -356033.125000 Penalty: 2708.468994
	Iteration 22Q: 3 clusters Score -356033.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -356050.625000 Penalty: 2708.468994
	Iteration 23Q: 3 clusters Score -356050.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -356070.406250 Penalty: 2708.468994
	Iteration 24Q: 3 clusters Score -356070.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -356093.187500 Penalty: 2708.468994
	Iteration 25Q: 3 clusters Score -356093.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -356109.375000 Penalty: 2708.468994
	Iteration 26Q: 3 clusters Score -356109.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -356123.562500 Penalty: 2708.468994
	Iteration 27Q: 3 clusters Score -356123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -356138.312500 Penalty: 2708.468994
	Iteration 28Q: 3 clusters Score -356138.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -356152.750000 Penalty: 2708.468994
	Iteration 29Q: 3 clusters Score -356152.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -356168.812500 Penalty: 2708.468994
	Iteration 30Q: 3 clusters Score -356168.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -356188.531250 Penalty: 2708.468994
	Iteration 31Q: 3 clusters Score -356188.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -356206.187500 Penalty: 2708.468994
	Iteration 32Q: 3 clusters Score -356206.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -356213.406250 Penalty: 2708.468994
	Iteration 33Q: 3 clusters Score -356213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -356216.625000 Penalty: 2708.468994
	Iteration 34Q: 3 clusters Score -356216.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -356217.656250 Penalty: 2708.468994
	Iteration 35Q: 3 clusters Score -356217.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -356218.812500 Penalty: 2708.468994
	Iteration 36Q: 3 clusters Score -356218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -356219.718750 Penalty: 2708.468994
	Iteration 37Q: 3 clusters Score -356219.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -356219.718750 Penalty: 2708.468994
	Iteration 38F: 3 clusters Score -356219.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Entering Unmasked Estep 
Score: -232842.593750 Penalty: 1279.273926
	Iteration 0F: 2 clusters Score -232842.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -230321.984375 Penalty: 2558.547852
	Iteration 0F: 3 clusters Score -230322 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -230947.468750 Penalty: 2558.547852
	Iteration 1F: 3 clusters Score -230947.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -231073.281250 Penalty: 2558.547852
	Iteration 2F: 3 clusters Score -231073.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -231155.296875 Penalty: 2558.547852
	Iteration 3Q: 3 clusters Score -231155.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -231221.265625 Penalty: 2558.547852
	Iteration 4Q: 3 clusters Score -231221.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -231285.937500 Penalty: 2558.547852
	Iteration 5Q: 3 clusters Score -231285.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -231354.687500 Penalty: 2558.547852
	Iteration 6Q: 3 clusters Score -231354.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -231407.906250 Penalty: 2558.547852
	Iteration 7Q: 3 clusters Score -231407.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -231460.421875 Penalty: 2558.547852
	Iteration 8Q: 3 clusters Score -231460.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -231524.156250 Penalty: 2558.547852
	Iteration 9Q: 3 clusters Score -231524.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -231589.109375 Penalty: 2558.547852
	Iteration 10Q: 3 clusters Score -231589.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -231655.484375 Penalty: 2558.547852
	Iteration 11Q: 3 clusters Score -231655.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -231718.078125 Penalty: 2558.547852
	Iteration 12Q: 3 clusters Score -231718.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -231776.562500 Penalty: 2558.547852
	Iteration 13Q: 3 clusters Score -231776.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -231820.046875 Penalty: 2558.547852
	Iteration 14Q: 3 clusters Score -231820 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -231847.265625 Penalty: 2558.547852
	Iteration 15Q: 3 clusters Score -231847.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -231874.968750 Penalty: 2558.547852
	Iteration 16Q: 3 clusters Score -231875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -231904.953125 Penalty: 2558.547852
	Iteration 17Q: 3 clusters Score -231905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -231940.312500 Penalty: 2558.547852
	Iteration 18Q: 3 clusters Score -231940.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -231975.093750 Penalty: 2558.547852
	Iteration 19Q: 3 clusters Score -231975.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -231998.750000 Penalty: 2558.547852
	Iteration 20F: 3 clusters Score -231998.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -232015.156250 Penalty: 2558.547852
	Iteration 21Q: 3 clusters Score -232015.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -232030.953125 Penalty: 2558.547852
	Iteration 22Q: 3 clusters Score -232031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -232043.390625 Penalty: 2558.547852
	Iteration 23Q: 3 clusters Score -232043.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -232054.906250 Penalty: 2558.547852
	Iteration 24Q: 3 clusters Score -232054.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -232068.953125 Penalty: 2558.547852
	Iteration 25Q: 3 clusters Score -232069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -232083.984375 Penalty: 2558.547852
	Iteration 26Q: 3 clusters Score -232084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -232098.218750 Penalty: 2558.547852
	Iteration 27Q: 3 clusters Score -232098.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -232104.218750 Penalty: 2558.547852
	Iteration 28Q: 3 clusters Score -232104.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -232107.562500 Penalty: 2558.547852
	Iteration 29Q: 3 clusters Score -232107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -232110.890625 Penalty: 2558.547852
	Iteration 30Q: 3 clusters Score -232110.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -232115.468750 Penalty: 2558.547852
	Iteration 31Q: 3 clusters Score -232115.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -232118.265625 Penalty: 2558.547852
	Iteration 32Q: 3 clusters Score -232118.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -232118.531250 Penalty: 2558.547852
	Iteration 33Q: 3 clusters Score -232118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -232118.890625 Penalty: 2558.547852
	Iteration 34Q: 3 clusters Score -232118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -232118.890625 Penalty: 2558.547852
	Iteration 35F: 3 clusters Score -232118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -473375.531250 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -473375.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -469289.562500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -469289.6 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -470329.250000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -470329.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -470495.031250 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -470495 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -470621.187500 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -470621.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -470720.875000 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -470720.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -470811.531250 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -470811.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -470899.250000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -470899.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -470996.718750 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -470996.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -471082.781250 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -471082.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -471155.281250 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -471155.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -471230.187500 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -471230.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -471294.718750 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -471294.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -471337.500000 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -471337.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -471382.125000 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -471382.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -471433.750000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -471433.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -471488.312500 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -471488.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -471553.250000 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -471553.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -471606.218750 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -471606.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -471655.062500 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -471655.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -471718.781250 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -471718.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -471782.031250 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -471782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -471841.187500 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -471841.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -471895.031250 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -471895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -471937.656250 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -471937.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -471973.937500 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -471973.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -472016.937500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -472016.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -472053.062500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -472053.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -472086.062500 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -472086.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -472120.343750 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -472120.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -472145.062500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -472145.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -472161.687500 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -472161.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -472167.281250 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -472167.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -472175.062500 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -472175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -472181.812500 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -472181.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -472187.375000 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -472187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -472192.000000 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -472192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -472194.843750 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -472194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -472196.125000 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -472196.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -472195.968750 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -472196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -472197.031250 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -472197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -472198.500000 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -472198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -472199.937500 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -472199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -472199.937500 Penalty: 2776.429932
	Iteration 42F: 3 clusters Score -472199.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813768.000000 Penalty: 42822.269531
Iteration 159Q: 22 clusters Score -2.481377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67718 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 160F: 22 clusters Score -2.481377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27814 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813766.000000 Penalty: 42822.269531
Iteration 161Q: 22 clusters Score -2.481377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 162Q: 22 clusters Score -2.481376e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 27816 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33509 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67719 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 163Q: 22 clusters Score -2.481377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67720 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 164Q: 22 clusters Score -2.481377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27812 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67722 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813756.000000 Penalty: 42822.269531
Iteration 165Q: 22 clusters Score -2.481376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 27807 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67727 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813766.000000 Penalty: 42822.269531
Iteration 166Q: 22 clusters Score -2.481377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 27805 members 
Mstep: Class 3 contains 4381 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67729 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813760.000000 Penalty: 42822.269531
Iteration 167Q: 22 clusters Score -2.481376e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 27802 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67731 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813758.000000 Penalty: 42822.269531
Iteration 168Q: 22 clusters Score -2.481376e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 27799 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67733 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813744.000000 Penalty: 42822.269531
Iteration 169Q: 22 clusters Score -2.481374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 27795 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33507 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67734 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813768.000000 Penalty: 42822.269531
Iteration 170Q: 22 clusters Score -2.481377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 27792 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33506 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67736 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813770.000000 Penalty: 42822.269531
Iteration 171Q: 22 clusters Score -2.481377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 27790 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33504 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67738 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813782.000000 Penalty: 42822.269531
Iteration 172Q: 22 clusters Score -2.481378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 27789 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33504 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67738 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813778.000000 Penalty: 42822.269531
Iteration 173Q: 22 clusters Score -2.481378e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 27788 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11191 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33501 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67739 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813772.000000 Penalty: 42822.269531
Iteration 174Q: 22 clusters Score -2.481377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 27787 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11190 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31569 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33497 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67742 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 175Q: 22 clusters Score -2.481376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 27786 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4651 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11190 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33491 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67745 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 176Q: 22 clusters Score -2.481376e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 27780 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33486 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67753 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813776.000000 Penalty: 42822.269531
Iteration 177Q: 22 clusters Score -2.481378e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 27773 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33484 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 67759 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813782.000000 Penalty: 42822.269531
Iteration 178Q: 22 clusters Score -2.481378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 27768 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33485 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 67760 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813764.000000 Penalty: 42822.269531
Iteration 179Q: 22 clusters Score -2.481376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 27757 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 11189 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31566 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 33483 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 67767 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813796.000000 Penalty: 42822.269531
Iteration 180F: 22 clusters Score -2.48138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 27749 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6659 members 
Mstep: Class 7 contains 11188 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33478 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 67773 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813812.000000 Penalty: 42822.269531
Iteration 181Q: 22 clusters Score -2.481381e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 27743 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 11188 members 
Mstep: Class 8 contains 16492 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 33470 members 
Mstep: Class 15 contains 5468 members 
Mstep: Class 16 contains 67777 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7074 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813830.000000 Penalty: 42822.269531
Iteration 182Q: 22 clusters Score -2.481383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 27737 members 
Mstep: Class 3 contains 4379 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6662 members 
Mstep: Class 7 contains 11187 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14884 members 
Mstep: Class 14 contains 33463 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 67781 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813852.000000 Penalty: 42822.269531
Iteration 183Q: 22 clusters Score -2.481385e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 27730 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6668 members 
Mstep: Class 7 contains 11184 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31564 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33463 members 
Mstep: Class 15 contains 5472 members 
Mstep: Class 16 contains 67785 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7075 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813864.000000 Penalty: 42822.269531
Iteration 184Q: 22 clusters Score -2.481386e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 27717 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6672 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33456 members 
Mstep: Class 15 contains 5473 members 
Mstep: Class 16 contains 67797 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813868.000000 Penalty: 42822.269531
Iteration 185Q: 22 clusters Score -2.481387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 27704 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6675 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 16491 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33445 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 67808 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7076 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813874.000000 Penalty: 42822.269531
Iteration 186Q: 22 clusters Score -2.481387e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 27689 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6681 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33442 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 67815 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7077 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813902.000000 Penalty: 42822.269531
Iteration 187Q: 22 clusters Score -2.48139e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27678 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 31562 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33435 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 67818 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813912.000000 Penalty: 42822.269531
Iteration 188Q: 22 clusters Score -2.481391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 27668 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6686 members 
Mstep: Class 7 contains 11182 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31561 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14881 members 
Mstep: Class 14 contains 33428 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 67826 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813872.000000 Penalty: 42822.269531
Iteration 189Q: 22 clusters Score -2.481387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 27658 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6689 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31563 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33424 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 67833 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7079 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813830.000000 Penalty: 42822.269531
Iteration 190Q: 22 clusters Score -2.481383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 27646 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6690 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31565 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33417 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 67837 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7080 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813848.000000 Penalty: 42822.269531
Iteration 191Q: 22 clusters Score -2.481385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 27632 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4639 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33413 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 67841 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813844.000000 Penalty: 42822.269531
Iteration 192Q: 22 clusters Score -2.481384e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 27623 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4635 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31570 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33409 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 67843 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813816.000000 Penalty: 42822.269531
Iteration 193Q: 22 clusters Score -2.481382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 27613 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4632 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31574 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33402 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 67849 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813810.000000 Penalty: 42822.269531
Iteration 194Q: 22 clusters Score -2.481381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 27602 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4630 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 11179 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31576 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33395 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 67852 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813840.000000 Penalty: 42822.269531
Iteration 195Q: 22 clusters Score -2.481384e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 27594 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4629 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6699 members 
Mstep: Class 7 contains 11177 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14879 members 
Mstep: Class 14 contains 33392 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 67852 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813850.000000 Penalty: 42822.269531
Iteration 196Q: 22 clusters Score -2.481385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 27586 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6700 members 
Mstep: Class 7 contains 11173 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31577 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 33387 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 67853 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4162 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813864.000000 Penalty: 42822.269531
Iteration 197Q: 22 clusters Score -2.481386e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 27571 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 11170 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33383 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 67860 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2624 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813864.000000 Penalty: 42822.269531
Iteration 198Q: 22 clusters Score -2.481386e+07 nChanged 46
Entering ConstructFrom: 
Score: -24813864.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (18645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Entering Unmasked Estep 
Score: -1677431.125000 Penalty: 1597.916626
	Iteration 0F: 2 clusters Score -1677431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1664759.250000 Penalty: 3195.833252
	Iteration 0F: 3 clusters Score -1664759 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1669323.625000 Penalty: 3195.833252
	Iteration 1F: 3 clusters Score -1669324 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1669715.750000 Penalty: 3195.833252
	Iteration 2F: 3 clusters Score -1669716 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1670129.125000 Penalty: 3195.833252
	Iteration 3Q: 3 clusters Score -1670129 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1670603.500000 Penalty: 3195.833252
	Iteration 4Q: 3 clusters Score -1670604 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1671153.500000 Penalty: 3195.833252
	Iteration 5F: 3 clusters Score -1671154 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1671752.625000 Penalty: 3195.833252
	Iteration 6F: 3 clusters Score -1671753 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1672349.125000 Penalty: 3195.833252
	Iteration 7F: 3 clusters Score -1672349 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1672957.125000 Penalty: 3195.833252
	Iteration 8F: 3 clusters Score -1672957 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1673516.875000 Penalty: 3195.833252
	Iteration 9Q: 3 clusters Score -1673517 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1673967.750000 Penalty: 3195.833252
	Iteration 10Q: 3 clusters Score -1673968 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1674283.125000 Penalty: 3195.833252
	Iteration 11Q: 3 clusters Score -1674283 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1674481.625000 Penalty: 3195.833252
	Iteration 12Q: 3 clusters Score -1674482 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1674617.375000 Penalty: 3195.833252
	Iteration 13Q: 3 clusters Score -1674617 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1674734.125000 Penalty: 3195.833252
	Iteration 14Q: 3 clusters Score -1674734 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1674804.000000 Penalty: 3195.833252
	Iteration 15Q: 3 clusters Score -1674804 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1674855.375000 Penalty: 3195.833252
	Iteration 16Q: 3 clusters Score -1674855 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1674883.250000 Penalty: 3195.833252
	Iteration 17Q: 3 clusters Score -1674883 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1674911.250000 Penalty: 3195.833252
	Iteration 18Q: 3 clusters Score -1674911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1674926.000000 Penalty: 3195.833252
	Iteration 19Q: 3 clusters Score -1674926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1674944.875000 Penalty: 3195.833252
	Iteration 20F: 3 clusters Score -1674945 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1674956.625000 Penalty: 3195.833252
	Iteration 21Q: 3 clusters Score -1674957 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1674979.750000 Penalty: 3195.833252
	Iteration 22Q: 3 clusters Score -1674980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1674996.750000 Penalty: 3195.833252
	Iteration 23Q: 3 clusters Score -1674997 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1675017.000000 Penalty: 3195.833252
	Iteration 24Q: 3 clusters Score -1675017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1675031.625000 Penalty: 3195.833252
	Iteration 25Q: 3 clusters Score -1675032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1675035.250000 Penalty: 3195.833252
	Iteration 26Q: 3 clusters Score -1675035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1675056.000000 Penalty: 3195.833252
	Iteration 27Q: 3 clusters Score -1675056 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1675060.750000 Penalty: 3195.833252
	Iteration 28Q: 3 clusters Score -1675061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1675071.875000 Penalty: 3195.833252
	Iteration 29Q: 3 clusters Score -1675072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1675083.875000 Penalty: 3195.833252
	Iteration 30Q: 3 clusters Score -1675084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1675095.125000 Penalty: 3195.833252
	Iteration 31Q: 3 clusters Score -1675095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1675099.750000 Penalty: 3195.833252
	Iteration 32Q: 3 clusters Score -1675100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1675118.875000 Penalty: 3195.833252
	Iteration 33Q: 3 clusters Score -1675119 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1675124.875000 Penalty: 3195.833252
	Iteration 34Q: 3 clusters Score -1675125 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1675144.375000 Penalty: 3195.833252
	Iteration 35Q: 3 clusters Score -1675144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1675154.250000 Penalty: 3195.833252
	Iteration 36Q: 3 clusters Score -1675154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1675163.875000 Penalty: 3195.833252
	Iteration 37Q: 3 clusters Score -1675164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1675187.250000 Penalty: 3195.833252
	Iteration 38Q: 3 clusters Score -1675187 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1675209.750000 Penalty: 3195.833252
	Iteration 39Q: 3 clusters Score -1675210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1675244.500000 Penalty: 3195.833252
	Iteration 40F: 3 clusters Score -1675244 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1675269.500000 Penalty: 3195.833252
	Iteration 41Q: 3 clusters Score -1675270 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1675290.500000 Penalty: 3195.833252
	Iteration 42Q: 3 clusters Score -1675290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1675308.000000 Penalty: 3195.833252
	Iteration 43Q: 3 clusters Score -1675308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1675336.000000 Penalty: 3195.833252
	Iteration 44Q: 3 clusters Score -1675336 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1675366.125000 Penalty: 3195.833252
	Iteration 45Q: 3 clusters Score -1675366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1675392.875000 Penalty: 3195.833252
	Iteration 46Q: 3 clusters Score -1675393 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1675412.375000 Penalty: 3195.833252
	Iteration 47Q: 3 clusters Score -1675412 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1675441.875000 Penalty: 3195.833252
	Iteration 48Q: 3 clusters Score -1675442 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -1675469.125000 Penalty: 3195.833252
	Iteration 49Q: 3 clusters Score -1675469 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1675510.750000 Penalty: 3195.833252
	Iteration 50Q: 3 clusters Score -1675511 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1675552.500000 Penalty: 3195.833252
	Iteration 51Q: 3 clusters Score -1675552 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1675606.750000 Penalty: 3195.833252
	Iteration 52Q: 3 clusters Score -1675607 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -1675670.500000 Penalty: 3195.833252
	Iteration 53Q: 3 clusters Score -1675670 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -1675731.500000 Penalty: 3195.833252
	Iteration 54Q: 3 clusters Score -1675732 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1675768.000000 Penalty: 3195.833252
	Iteration 55Q: 3 clusters Score -1675768 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1675800.500000 Penalty: 3195.833252
	Iteration 56Q: 3 clusters Score -1675800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1675832.125000 Penalty: 3195.833252
	Iteration 57Q: 3 clusters Score -1675832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1675858.500000 Penalty: 3195.833252
	Iteration 58Q: 3 clusters Score -1675858 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1675887.125000 Penalty: 3195.833252
	Iteration 59Q: 3 clusters Score -1675887 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1675910.750000 Penalty: 3195.833252
	Iteration 60F: 3 clusters Score -1675911 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1675931.000000 Penalty: 3195.833252
	Iteration 61Q: 3 clusters Score -1675931 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1675943.750000 Penalty: 3195.833252
	Iteration 62Q: 3 clusters Score -1675944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -1675956.375000 Penalty: 3195.833252
	Iteration 63Q: 3 clusters Score -1675956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1675974.875000 Penalty: 3195.833252
	Iteration 64Q: 3 clusters Score -1675975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1675985.000000 Penalty: 3195.833252
	Iteration 65Q: 3 clusters Score -1675985 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1675995.875000 Penalty: 3195.833252
	Iteration 66Q: 3 clusters Score -1675996 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1676013.500000 Penalty: 3195.833252
	Iteration 67Q: 3 clusters Score -1676014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1676028.500000 Penalty: 3195.833252
	Iteration 68Q: 3 clusters Score -1676028 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1676040.375000 Penalty: 3195.833252
	Iteration 69Q: 3 clusters Score -1676040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1676054.125000 Penalty: 3195.833252
	Iteration 70Q: 3 clusters Score -1676054 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1676057.000000 Penalty: 3195.833252
	Iteration 71Q: 3 clusters Score -1676057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1676058.000000 Penalty: 3195.833252
	Iteration 72Q: 3 clusters Score -1676058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1676067.125000 Penalty: 3195.833252
	Iteration 73Q: 3 clusters Score -1676067 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1676069.250000 Penalty: 3195.833252
	Iteration 74Q: 3 clusters Score -1676069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1676072.125000 Penalty: 3195.833252
	Iteration 75Q: 3 clusters Score -1676072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1676073.375000 Penalty: 3195.833252
	Iteration 76Q: 3 clusters Score -1676073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1676077.000000 Penalty: 3195.833252
	Iteration 77Q: 3 clusters Score -1676077 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -1676080.000000 Penalty: 3195.833252
	Iteration 78Q: 3 clusters Score -1676080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1676080.125000 Penalty: 3195.833252
	Iteration 79Q: 3 clusters Score -1676080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -1676086.750000 Penalty: 3195.833252
	Iteration 80F: 3 clusters Score -1676087 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1676089.375000 Penalty: 3195.833252
	Iteration 81Q: 3 clusters Score -1676089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1676091.750000 Penalty: 3195.833252
	Iteration 82Q: 3 clusters Score -1676092 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -1676090.500000 Penalty: 3195.833252
	Iteration 83Q: 3 clusters Score -1676090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1676092.500000 Penalty: 3195.833252
	Iteration 84Q: 3 clusters Score -1676092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1676090.250000 Penalty: 3195.833252
	Iteration 85Q: 3 clusters Score -1676090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -1676093.625000 Penalty: 3195.833252
	Iteration 86Q: 3 clusters Score -1676094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1676093.625000 Penalty: 3195.833252
	Iteration 87Q: 3 clusters Score -1676094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1676094.625000 Penalty: 3195.833252
	Iteration 88Q: 3 clusters Score -1676095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1676093.625000 Penalty: 3195.833252
	Iteration 89Q: 3 clusters Score -1676094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1676089.750000 Penalty: 3195.833252
	Iteration 90Q: 3 clusters Score -1676090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1676092.750000 Penalty: 3195.833252
	Iteration 91Q: 3 clusters Score -1676093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1676092.000000 Penalty: 3195.833252
	Iteration 92Q: 3 clusters Score -1676092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1676093.875000 Penalty: 3195.833252
	Iteration 93Q: 3 clusters Score -1676094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1676093.375000 Penalty: 3195.833252
	Iteration 94Q: 3 clusters Score -1676093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1676093.500000 Penalty: 3195.833252
	Iteration 95Q: 3 clusters Score -1676094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -1676093.500000 Penalty: 3195.833252
	Iteration 96Q: 3 clusters Score -1676094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1676094.500000 Penalty: 3195.833252
	Iteration 97Q: 3 clusters Score -1676094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1676094.375000 Penalty: 3195.833252
	Iteration 98Q: 3 clusters Score -1676094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1676094.375000 Penalty: 3195.833252
	Iteration 99Q: 3 clusters Score -1676094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1676094.250000 Penalty: 3195.833252
	Iteration 100F: 3 clusters Score -1676094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1676095.125000 Penalty: 3195.833252
	Iteration 101Q: 3 clusters Score -1676095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1676095.125000 Penalty: 3195.833252
	Iteration 102F: 3 clusters Score -1676095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Entering Unmasked Estep 
Score: -2543648.000000 Penalty: 1661.437378
	Iteration 0F: 2 clusters Score -2543648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2525052.000000 Penalty: 3322.874756
	Iteration 0F: 3 clusters Score -2525052 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2532125.500000 Penalty: 3322.874756
	Iteration 1F: 3 clusters Score -2532126 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2532596.500000 Penalty: 3322.874756
	Iteration 2Q: 3 clusters Score -2532596 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2533090.000000 Penalty: 3322.874756
	Iteration 3Q: 3 clusters Score -2533090 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -2533706.250000 Penalty: 3322.874756
	Iteration 4Q: 3 clusters Score -2533706 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2534506.750000 Penalty: 3322.874756
	Iteration 5F: 3 clusters Score -2534507 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2535616.000000 Penalty: 3322.874756
	Iteration 6F: 3 clusters Score -2535616 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2537021.000000 Penalty: 3322.874756
	Iteration 7F: 3 clusters Score -2537021 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2538567.250000 Penalty: 3322.874756
	Iteration 8F: 3 clusters Score -2538567 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2539777.250000 Penalty: 3322.874756
	Iteration 9F: 3 clusters Score -2539777 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2540595.250000 Penalty: 3322.874756
	Iteration 10Q: 3 clusters Score -2540595 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2541058.000000 Penalty: 3322.874756
	Iteration 11Q: 3 clusters Score -2541058 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -2541355.500000 Penalty: 3322.874756
	Iteration 12Q: 3 clusters Score -2541356 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2541531.250000 Penalty: 3322.874756
	Iteration 13Q: 3 clusters Score -2541531 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2541639.750000 Penalty: 3322.874756
	Iteration 14Q: 3 clusters Score -2541640 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -2541731.250000 Penalty: 3322.874756
	Iteration 15Q: 3 clusters Score -2541731 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -2541809.250000 Penalty: 3322.874756
	Iteration 16Q: 3 clusters Score -2541809 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -2541860.000000 Penalty: 3322.874756
	Iteration 17Q: 3 clusters Score -2541860 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -2541917.500000 Penalty: 3322.874756
	Iteration 18Q: 3 clusters Score -2541918 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2541966.250000 Penalty: 3322.874756
	Iteration 19Q: 3 clusters Score -2541966 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -2542007.250000 Penalty: 3322.874756
	Iteration 20F: 3 clusters Score -2542007 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2542048.250000 Penalty: 3322.874756
	Iteration 21Q: 3 clusters Score -2542048 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2542090.500000 Penalty: 3322.874756
	Iteration 22Q: 3 clusters Score -2542090 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2542127.500000 Penalty: 3322.874756
	Iteration 23Q: 3 clusters Score -2542128 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2542163.000000 Penalty: 3322.874756
	Iteration 24Q: 3 clusters Score -2542163 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2542209.750000 Penalty: 3322.874756
	Iteration 25Q: 3 clusters Score -2542210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2542281.500000 Penalty: 3322.874756
	Iteration 26Q: 3 clusters Score -2542282 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2542335.500000 Penalty: 3322.874756
	Iteration 27Q: 3 clusters Score -2542336 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2542380.750000 Penalty: 3322.874756
	Iteration 28Q: 3 clusters Score -2542381 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2542436.250000 Penalty: 3322.874756
	Iteration 29Q: 3 clusters Score -2542436 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2542478.750000 Penalty: 3322.874756
	Iteration 30Q: 3 clusters Score -2542479 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2542525.250000 Penalty: 3322.874756
	Iteration 31Q: 3 clusters Score -2542525 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2542575.750000 Penalty: 3322.874756
	Iteration 32Q: 3 clusters Score -2542576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2542627.500000 Penalty: 3322.874756
	Iteration 33Q: 3 clusters Score -2542628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2542668.250000 Penalty: 3322.874756
	Iteration 34Q: 3 clusters Score -2542668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2542702.750000 Penalty: 3322.874756
	Iteration 35Q: 3 clusters Score -2542703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2542724.000000 Penalty: 3322.874756
	Iteration 36Q: 3 clusters Score -2542724 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2542747.500000 Penalty: 3322.874756
	Iteration 37Q: 3 clusters Score -2542748 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2542768.250000 Penalty: 3322.874756
	Iteration 38Q: 3 clusters Score -2542768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2542781.000000 Penalty: 3322.874756
	Iteration 39Q: 3 clusters Score -2542781 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2542801.750000 Penalty: 3322.874756
	Iteration 40F: 3 clusters Score -2542802 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2542812.500000 Penalty: 3322.874756
	Iteration 41Q: 3 clusters Score -2542812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -2542814.500000 Penalty: 3322.874756
	Iteration 42Q: 3 clusters Score -2542814 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -2542820.500000 Penalty: 3322.874756
	Iteration 43Q: 3 clusters Score -2542820 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2542813.750000 Penalty: 3322.874756
	Iteration 44Q: 3 clusters Score -2542814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -2542830.000000 Penalty: 3322.874756
	Iteration 45Q: 3 clusters Score -2542830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2542836.000000 Penalty: 3322.874756
	Iteration 46Q: 3 clusters Score -2542836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2542837.500000 Penalty: 3322.874756
	Iteration 47Q: 3 clusters Score -2542838 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2542840.000000 Penalty: 3322.874756
	Iteration 48Q: 3 clusters Score -2542840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2542838.500000 Penalty: 3322.874756
	Iteration 49Q: 3 clusters Score -2542838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -2542837.750000 Penalty: 3322.874756
	Iteration 50Q: 3 clusters Score -2542838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2542840.500000 Penalty: 3322.874756
	Iteration 51Q: 3 clusters Score -2542840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2542836.000000 Penalty: 3322.874756
	Iteration 52Q: 3 clusters Score -2542836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2542836.750000 Penalty: 3322.874756
	Iteration 53Q: 3 clusters Score -2542837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2542834.250000 Penalty: 3322.874756
	Iteration 54Q: 3 clusters Score -2542834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2542838.750000 Penalty: 3322.874756
	Iteration 55Q: 3 clusters Score -2542839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -2542842.750000 Penalty: 3322.874756
	Iteration 56Q: 3 clusters Score -2542843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2542846.250000 Penalty: 3322.874756
	Iteration 57Q: 3 clusters Score -2542846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2542842.250000 Penalty: 3322.874756
	Iteration 58Q: 3 clusters Score -2542842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2542830.250000 Penalty: 3322.874756
	Iteration 59Q: 3 clusters Score -2542830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2542838.000000 Penalty: 3322.874756
	Iteration 60F: 3 clusters Score -2542838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2542841.250000 Penalty: 3322.874756
	Iteration 61Q: 3 clusters Score -2542841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2542843.500000 Penalty: 3322.874756
	Iteration 62Q: 3 clusters Score -2542844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2542843.250000 Penalty: 3322.874756
	Iteration 63Q: 3 clusters Score -2542843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2542843.500000 Penalty: 3322.874756
	Iteration 64Q: 3 clusters Score -2542844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2542847.750000 Penalty: 3322.874756
	Iteration 65Q: 3 clusters Score -2542848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2542854.500000 Penalty: 3322.874756
	Iteration 66Q: 3 clusters Score -2542854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2542852.000000 Penalty: 3322.874756
	Iteration 67Q: 3 clusters Score -2542852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2542851.750000 Penalty: 3322.874756
	Iteration 68Q: 3 clusters Score -2542852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2542858.500000 Penalty: 3322.874756
	Iteration 69Q: 3 clusters Score -2542858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -2542875.000000 Penalty: 3322.874756
	Iteration 70Q: 3 clusters Score -2542875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2542885.000000 Penalty: 3322.874756
	Iteration 71Q: 3 clusters Score -2542885 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -2542884.750000 Penalty: 3322.874756
	Iteration 72Q: 3 clusters Score -2542885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2542894.750000 Penalty: 3322.874756
	Iteration 73Q: 3 clusters Score -2542895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2542894.750000 Penalty: 3322.874756
	Iteration 74Q: 3 clusters Score -2542895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2542895.750000 Penalty: 3322.874756
	Iteration 75Q: 3 clusters Score -2542896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2542901.000000 Penalty: 3322.874756
	Iteration 76Q: 3 clusters Score -2542901 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -2542901.250000 Penalty: 3322.874756
	Iteration 77Q: 3 clusters Score -2542901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2542906.000000 Penalty: 3322.874756
	Iteration 78Q: 3 clusters Score -2542906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -2542910.250000 Penalty: 3322.874756
	Iteration 79Q: 3 clusters Score -2542910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2542913.000000 Penalty: 3322.874756
	Iteration 80F: 3 clusters Score -2542913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2542910.250000 Penalty: 3322.874756
	Iteration 81Q: 3 clusters Score -2542910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -2542913.750000 Penalty: 3322.874756
	Iteration 82Q: 3 clusters Score -2542914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2542913.250000 Penalty: 3322.874756
	Iteration 83Q: 3 clusters Score -2542913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2542913.500000 Penalty: 3322.874756
	Iteration 84Q: 3 clusters Score -2542914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2542906.750000 Penalty: 3322.874756
	Iteration 85Q: 3 clusters Score -2542907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -2542910.750000 Penalty: 3322.874756
	Iteration 86Q: 3 clusters Score -2542911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2542911.750000 Penalty: 3322.874756
	Iteration 87Q: 3 clusters Score -2542912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2542918.250000 Penalty: 3322.874756
	Iteration 88Q: 3 clusters Score -2542918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -2542918.250000 Penalty: 3322.874756
	Iteration 89Q: 3 clusters Score -2542918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -2542917.000000 Penalty: 3322.874756
	Iteration 90Q: 3 clusters Score -2542917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2542915.500000 Penalty: 3322.874756
	Iteration 91Q: 3 clusters Score -2542916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2542916.750000 Penalty: 3322.874756
	Iteration 92Q: 3 clusters Score -2542917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2542920.000000 Penalty: 3322.874756
	Iteration 93Q: 3 clusters Score -2542920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2542917.500000 Penalty: 3322.874756
	Iteration 94Q: 3 clusters Score -2542918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -2542921.000000 Penalty: 3322.874756
	Iteration 95Q: 3 clusters Score -2542921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2542920.750000 Penalty: 3322.874756
	Iteration 96Q: 3 clusters Score -2542921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -2542922.750000 Penalty: 3322.874756
	Iteration 97Q: 3 clusters Score -2542923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2542921.000000 Penalty: 3322.874756
	Iteration 98Q: 3 clusters Score -2542921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2542920.750000 Penalty: 3322.874756
	Iteration 99Q: 3 clusters Score -2542921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2542925.750000 Penalty: 3322.874756
	Iteration 100F: 3 clusters Score -2542926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2542924.500000 Penalty: 3322.874756
	Iteration 101Q: 3 clusters Score -2542924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -2542924.000000 Penalty: 3322.874756
	Iteration 102Q: 3 clusters Score -2542924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2542922.500000 Penalty: 3322.874756
	Iteration 103Q: 3 clusters Score -2542922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2542927.000000 Penalty: 3322.874756
	Iteration 104Q: 3 clusters Score -2542927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2542923.250000 Penalty: 3322.874756
	Iteration 105Q: 3 clusters Score -2542923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2542923.750000 Penalty: 3322.874756
	Iteration 106Q: 3 clusters Score -2542924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2542923.750000 Penalty: 3322.874756
	Iteration 107F: 3 clusters Score -2542924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Entering Unmasked Estep 
Score: -351566.500000 Penalty: 1362.307861
	Iteration 0F: 2 clusters Score -351566.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -348044.812500 Penalty: 2724.615723
	Iteration 0F: 3 clusters Score -348044.8 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -349157.000000 Penalty: 2724.615723
	Iteration 1F: 3 clusters Score -349157 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -349494.375000 Penalty: 2724.615723
	Iteration 2F: 3 clusters Score -349494.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -349778.750000 Penalty: 2724.615723
	Iteration 3F: 3 clusters Score -349778.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -350005.218750 Penalty: 2724.615723
	Iteration 4F: 3 clusters Score -350005.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -350169.562500 Penalty: 2724.615723
	Iteration 5F: 3 clusters Score -350169.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -350303.750000 Penalty: 2724.615723
	Iteration 6Q: 3 clusters Score -350303.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -350410.125000 Penalty: 2724.615723
	Iteration 7Q: 3 clusters Score -350410.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -350482.625000 Penalty: 2724.615723
	Iteration 8Q: 3 clusters Score -350482.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -350534.750000 Penalty: 2724.615723
	Iteration 9Q: 3 clusters Score -350534.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -350573.562500 Penalty: 2724.615723
	Iteration 10Q: 3 clusters Score -350573.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -350603.312500 Penalty: 2724.615723
	Iteration 11Q: 3 clusters Score -350603.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -350634.406250 Penalty: 2724.615723
	Iteration 12Q: 3 clusters Score -350634.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -350663.312500 Penalty: 2724.615723
	Iteration 13Q: 3 clusters Score -350663.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -350683.875000 Penalty: 2724.615723
	Iteration 14Q: 3 clusters Score -350683.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -350699.031250 Penalty: 2724.615723
	Iteration 15Q: 3 clusters Score -350699 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -350714.406250 Penalty: 2724.615723
	Iteration 16Q: 3 clusters Score -350714.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -350722.218750 Penalty: 2724.615723
	Iteration 17Q: 3 clusters Score -350722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -350728.781250 Penalty: 2724.615723
	Iteration 18Q: 3 clusters Score -350728.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -350734.500000 Penalty: 2724.615723
	Iteration 19Q: 3 clusters Score -350734.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -350740.406250 Penalty: 2724.615723
	Iteration 20F: 3 clusters Score -350740.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -350749.968750 Penalty: 2724.615723
	Iteration 21Q: 3 clusters Score -350750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -350759.562500 Penalty: 2724.615723
	Iteration 22Q: 3 clusters Score -350759.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -350771.687500 Penalty: 2724.615723
	Iteration 23Q: 3 clusters Score -350771.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -350778.187500 Penalty: 2724.615723
	Iteration 24Q: 3 clusters Score -350778.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -350784.406250 Penalty: 2724.615723
	Iteration 25Q: 3 clusters Score -350784.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -350791.125000 Penalty: 2724.615723
	Iteration 26Q: 3 clusters Score -350791.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -350800.375000 Penalty: 2724.615723
	Iteration 27Q: 3 clusters Score -350800.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -350807.500000 Penalty: 2724.615723
	Iteration 28Q: 3 clusters Score -350807.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -350813.500000 Penalty: 2724.615723
	Iteration 29Q: 3 clusters Score -350813.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -350824.031250 Penalty: 2724.615723
	Iteration 30Q: 3 clusters Score -350824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -350832.375000 Penalty: 2724.615723
	Iteration 31Q: 3 clusters Score -350832.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -350839.062500 Penalty: 2724.615723
	Iteration 32Q: 3 clusters Score -350839.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -350845.937500 Penalty: 2724.615723
	Iteration 33Q: 3 clusters Score -350845.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -350851.593750 Penalty: 2724.615723
	Iteration 34Q: 3 clusters Score -350851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -350854.312500 Penalty: 2724.615723
	Iteration 35Q: 3 clusters Score -350854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -350857.218750 Penalty: 2724.615723
	Iteration 36Q: 3 clusters Score -350857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -350859.500000 Penalty: 2724.615723
	Iteration 37Q: 3 clusters Score -350859.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -350861.687500 Penalty: 2724.615723
	Iteration 38Q: 3 clusters Score -350861.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -350864.062500 Penalty: 2724.615723
	Iteration 39Q: 3 clusters Score -350864.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -350866.687500 Penalty: 2724.615723
	Iteration 40F: 3 clusters Score -350866.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -350868.593750 Penalty: 2724.615723
	Iteration 41Q: 3 clusters Score -350868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -350870.312500 Penalty: 2724.615723
	Iteration 42Q: 3 clusters Score -350870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -350871.156250 Penalty: 2724.615723
	Iteration 43Q: 3 clusters Score -350871.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -350872.062500 Penalty: 2724.615723
	Iteration 44Q: 3 clusters Score -350872.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -350872.718750 Penalty: 2724.615723
	Iteration 45Q: 3 clusters Score -350872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -350873.562500 Penalty: 2724.615723
	Iteration 46Q: 3 clusters Score -350873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -350873.593750 Penalty: 2724.615723
	Iteration 47Q: 3 clusters Score -350873.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -350873.843750 Penalty: 2724.615723
	Iteration 48Q: 3 clusters Score -350873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -350874.437500 Penalty: 2724.615723
	Iteration 49Q: 3 clusters Score -350874.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -350875.156250 Penalty: 2724.615723
	Iteration 50Q: 3 clusters Score -350875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -350876.687500 Penalty: 2724.615723
	Iteration 51Q: 3 clusters Score -350876.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -350879.312500 Penalty: 2724.615723
	Iteration 52Q: 3 clusters Score -350879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -350881.875000 Penalty: 2724.615723
	Iteration 53Q: 3 clusters Score -350881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -350884.500000 Penalty: 2724.615723
	Iteration 54Q: 3 clusters Score -350884.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -350887.156250 Penalty: 2724.615723
	Iteration 55Q: 3 clusters Score -350887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -350888.125000 Penalty: 2724.615723
	Iteration 56Q: 3 clusters Score -350888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -350888.593750 Penalty: 2724.615723
	Iteration 57Q: 3 clusters Score -350888.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -350888.593750 Penalty: 2724.615723
	Iteration 58F: 3 clusters Score -350888.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Entering Unmasked Estep 
Score: -419919.593750 Penalty: 1371.410156
	Iteration 0F: 2 clusters Score -419919.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -416175.781250 Penalty: 2742.820312
	Iteration 0F: 3 clusters Score -416175.8 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -417179.093750 Penalty: 2742.820312
	Iteration 1F: 3 clusters Score -417179.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -417349.531250 Penalty: 2742.820312
	Iteration 2F: 3 clusters Score -417349.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -417463.656250 Penalty: 2742.820312
	Iteration 3F: 3 clusters Score -417463.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -417531.562500 Penalty: 2742.820312
	Iteration 4Q: 3 clusters Score -417531.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -417585.468750 Penalty: 2742.820312
	Iteration 5Q: 3 clusters Score -417585.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -417643.468750 Penalty: 2742.820312
	Iteration 6Q: 3 clusters Score -417643.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -417692.562500 Penalty: 2742.820312
	Iteration 7Q: 3 clusters Score -417692.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -417731.625000 Penalty: 2742.820312
	Iteration 8Q: 3 clusters Score -417731.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -417768.625000 Penalty: 2742.820312
	Iteration 9Q: 3 clusters Score -417768.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -417808.437500 Penalty: 2742.820312
	Iteration 10Q: 3 clusters Score -417808.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -417858.218750 Penalty: 2742.820312
	Iteration 11Q: 3 clusters Score -417858.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -417912.093750 Penalty: 2742.820312
	Iteration 12Q: 3 clusters Score -417912.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -417970.187500 Penalty: 2742.820312
	Iteration 13Q: 3 clusters Score -417970.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -418026.718750 Penalty: 2742.820312
	Iteration 14Q: 3 clusters Score -418026.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -418086.812500 Penalty: 2742.820312
	Iteration 15Q: 3 clusters Score -418086.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -418162.875000 Penalty: 2742.820312
	Iteration 16Q: 3 clusters Score -418162.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -418253.156250 Penalty: 2742.820312
	Iteration 17Q: 3 clusters Score -418253.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -418328.875000 Penalty: 2742.820312
	Iteration 18Q: 3 clusters Score -418328.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -418394.062500 Penalty: 2742.820312
	Iteration 19Q: 3 clusters Score -418394.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -418466.812500 Penalty: 2742.820312
	Iteration 20F: 3 clusters Score -418466.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -418525.812500 Penalty: 2742.820312
	Iteration 21Q: 3 clusters Score -418525.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -418564.843750 Penalty: 2742.820312
	Iteration 22Q: 3 clusters Score -418564.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -418606.562500 Penalty: 2742.820312
	Iteration 23Q: 3 clusters Score -418606.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -418644.968750 Penalty: 2742.820312
	Iteration 24Q: 3 clusters Score -418645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -418672.218750 Penalty: 2742.820312
	Iteration 25Q: 3 clusters Score -418672.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -418699.062500 Penalty: 2742.820312
	Iteration 26Q: 3 clusters Score -418699.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -418734.312500 Penalty: 2742.820312
	Iteration 27Q: 3 clusters Score -418734.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -418760.500000 Penalty: 2742.820312
	Iteration 28Q: 3 clusters Score -418760.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -418785.406250 Penalty: 2742.820312
	Iteration 29Q: 3 clusters Score -418785.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -418803.968750 Penalty: 2742.820312
	Iteration 30Q: 3 clusters Score -418804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -418809.531250 Penalty: 2742.820312
	Iteration 31Q: 3 clusters Score -418809.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -418818.937500 Penalty: 2742.820312
	Iteration 32Q: 3 clusters Score -418818.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -418825.031250 Penalty: 2742.820312
	Iteration 33Q: 3 clusters Score -418825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -418831.312500 Penalty: 2742.820312
	Iteration 34Q: 3 clusters Score -418831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -418837.875000 Penalty: 2742.820312
	Iteration 35Q: 3 clusters Score -418837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -418842.125000 Penalty: 2742.820312
	Iteration 36Q: 3 clusters Score -418842.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -418845.312500 Penalty: 2742.820312
	Iteration 37Q: 3 clusters Score -418845.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -418846.500000 Penalty: 2742.820312
	Iteration 38Q: 3 clusters Score -418846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -418847.156250 Penalty: 2742.820312
	Iteration 39Q: 3 clusters Score -418847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -418848.937500 Penalty: 2742.820312
	Iteration 40F: 3 clusters Score -418848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -418848.718750 Penalty: 2742.820312
	Iteration 41Q: 3 clusters Score -418848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -418850.062500 Penalty: 2742.820312
	Iteration 42Q: 3 clusters Score -418850.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -418850.062500 Penalty: 2742.820312
	Iteration 43F: 3 clusters Score -418850.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -102769.367188 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -102769.4 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 671 members 
Entering Unmasked Estep 
Score: -101157.140625 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -101157.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -101608.406250 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -101608.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101769.109375 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -101769.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101874.937500 Penalty: 2339.409668
	Iteration 3F: 3 clusters Score -101874.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101994.312500 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -101994.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -102158.843750 Penalty: 2339.409668
	Iteration 5F: 3 clusters Score -102158.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102295.296875 Penalty: 2339.409668
	Iteration 6F: 3 clusters Score -102295.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102381.507812 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -102381.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102420.625000 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -102420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102434.882812 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -102434.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102441.281250 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -102441.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102444.828125 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -102444.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102445.085938 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -102445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102445.085938 Penalty: 2339.409668
	Iteration 13F: 3 clusters Score -102445.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -594987.937500 Penalty: 1431.675415
	Iteration 0F: 2 clusters Score -594987.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -589947.125000 Penalty: 2863.350830
	Iteration 0F: 3 clusters Score -589947.1 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -591553.312500 Penalty: 2863.350830
	Iteration 1F: 3 clusters Score -591553.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -591936.000000 Penalty: 2863.350830
	Iteration 2F: 3 clusters Score -591936 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -592282.937500 Penalty: 2863.350830
	Iteration 3F: 3 clusters Score -592282.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -592602.062500 Penalty: 2863.350830
	Iteration 4F: 3 clusters Score -592602.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -592890.437500 Penalty: 2863.350830
	Iteration 5F: 3 clusters Score -592890.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -593136.812500 Penalty: 2863.350830
	Iteration 6F: 3 clusters Score -593136.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -593352.125000 Penalty: 2863.350830
	Iteration 7Q: 3 clusters Score -593352.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -593509.687500 Penalty: 2863.350830
	Iteration 8Q: 3 clusters Score -593509.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -593659.000000 Penalty: 2863.350830
	Iteration 9Q: 3 clusters Score -593659 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -593799.500000 Penalty: 2863.350830
	Iteration 10Q: 3 clusters Score -593799.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -593942.500000 Penalty: 2863.350830
	Iteration 11Q: 3 clusters Score -593942.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -594066.875000 Penalty: 2863.350830
	Iteration 12Q: 3 clusters Score -594066.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -594172.062500 Penalty: 2863.350830
	Iteration 13Q: 3 clusters Score -594172.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -594257.687500 Penalty: 2863.350830
	Iteration 14Q: 3 clusters Score -594257.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -594320.500000 Penalty: 2863.350830
	Iteration 15Q: 3 clusters Score -594320.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -594375.250000 Penalty: 2863.350830
	Iteration 16Q: 3 clusters Score -594375.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -594416.687500 Penalty: 2863.350830
	Iteration 17Q: 3 clusters Score -594416.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -594445.937500 Penalty: 2863.350830
	Iteration 18Q: 3 clusters Score -594445.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -594461.312500 Penalty: 2863.350830
	Iteration 19Q: 3 clusters Score -594461.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -594470.562500 Penalty: 2863.350830
	Iteration 20F: 3 clusters Score -594470.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -594481.500000 Penalty: 2863.350830
	Iteration 21Q: 3 clusters Score -594481.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -594493.562500 Penalty: 2863.350830
	Iteration 22Q: 3 clusters Score -594493.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -594503.562500 Penalty: 2863.350830
	Iteration 23Q: 3 clusters Score -594503.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -594513.312500 Penalty: 2863.350830
	Iteration 24Q: 3 clusters Score -594513.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -594521.250000 Penalty: 2863.350830
	Iteration 25Q: 3 clusters Score -594521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -594528.250000 Penalty: 2863.350830
	Iteration 26Q: 3 clusters Score -594528.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -594531.875000 Penalty: 2863.350830
	Iteration 27Q: 3 clusters Score -594531.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -594535.000000 Penalty: 2863.350830
	Iteration 28Q: 3 clusters Score -594535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -594540.000000 Penalty: 2863.350830
	Iteration 29Q: 3 clusters Score -594540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -594542.250000 Penalty: 2863.350830
	Iteration 30Q: 3 clusters Score -594542.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -594544.000000 Penalty: 2863.350830
	Iteration 31Q: 3 clusters Score -594544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -594549.187500 Penalty: 2863.350830
	Iteration 32Q: 3 clusters Score -594549.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -594554.875000 Penalty: 2863.350830
	Iteration 33Q: 3 clusters Score -594554.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -594560.875000 Penalty: 2863.350830
	Iteration 34Q: 3 clusters Score -594560.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -594569.000000 Penalty: 2863.350830
	Iteration 35Q: 3 clusters Score -594569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -594577.875000 Penalty: 2863.350830
	Iteration 36Q: 3 clusters Score -594577.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -594588.375000 Penalty: 2863.350830
	Iteration 37Q: 3 clusters Score -594588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -594598.937500 Penalty: 2863.350830
	Iteration 38Q: 3 clusters Score -594598.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -594612.937500 Penalty: 2863.350830
	Iteration 39Q: 3 clusters Score -594612.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -594626.375000 Penalty: 2863.350830
	Iteration 40F: 3 clusters Score -594626.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -594650.437500 Penalty: 2863.350830
	Iteration 41Q: 3 clusters Score -594650.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -594683.000000 Penalty: 2863.350830
	Iteration 42Q: 3 clusters Score -594683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -594727.000000 Penalty: 2863.350830
	Iteration 43Q: 3 clusters Score -594727 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -594766.687500 Penalty: 2863.350830
	Iteration 44Q: 3 clusters Score -594766.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -594786.687500 Penalty: 2863.350830
	Iteration 45Q: 3 clusters Score -594786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -594790.500000 Penalty: 2863.350830
	Iteration 46Q: 3 clusters Score -594790.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -594793.000000 Penalty: 2863.350830
	Iteration 47Q: 3 clusters Score -594793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -594796.125000 Penalty: 2863.350830
	Iteration 48Q: 3 clusters Score -594796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -594796.312500 Penalty: 2863.350830
	Iteration 49Q: 3 clusters Score -594796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -594796.875000 Penalty: 2863.350830
	Iteration 50Q: 3 clusters Score -594796.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -594796.875000 Penalty: 2863.350830
	Iteration 51F: 3 clusters Score -594796.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Entering Unmasked Estep 
Score: -973598.812500 Penalty: 1514.616821
	Iteration 0F: 2 clusters Score -973598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -965757.687500 Penalty: 3029.233643
	Iteration 0F: 3 clusters Score -965757.7 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -968779.562500 Penalty: 3029.233643
	Iteration 1F: 3 clusters Score -968779.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -969717.562500 Penalty: 3029.233643
	Iteration 2F: 3 clusters Score -969717.6 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -970582.875000 Penalty: 3029.233643
	Iteration 3F: 3 clusters Score -970582.9 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -971361.312500 Penalty: 3029.233643
	Iteration 4F: 3 clusters Score -971361.3 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -972026.437500 Penalty: 3029.233643
	Iteration 5F: 3 clusters Score -972026.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -972568.937500 Penalty: 3029.233643
	Iteration 6F: 3 clusters Score -972568.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -972961.437500 Penalty: 3029.233643
	Iteration 7Q: 3 clusters Score -972961.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -973230.250000 Penalty: 3029.233643
	Iteration 8Q: 3 clusters Score -973230.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -973406.250000 Penalty: 3029.233643
	Iteration 9Q: 3 clusters Score -973406.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -973524.000000 Penalty: 3029.233643
	Iteration 10Q: 3 clusters Score -973524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -973599.187500 Penalty: 3029.233643
	Iteration 11Q: 3 clusters Score -973599.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -973639.687500 Penalty: 3029.233643
	Iteration 12Q: 3 clusters Score -973639.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -973657.937500 Penalty: 3029.233643
	Iteration 13Q: 3 clusters Score -973657.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -973669.812500 Penalty: 3029.233643
	Iteration 14Q: 3 clusters Score -973669.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -973685.625000 Penalty: 3029.233643
	Iteration 15Q: 3 clusters Score -973685.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -973691.375000 Penalty: 3029.233643
	Iteration 16Q: 3 clusters Score -973691.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -973695.250000 Penalty: 3029.233643
	Iteration 17Q: 3 clusters Score -973695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -973703.437500 Penalty: 3029.233643
	Iteration 18Q: 3 clusters Score -973703.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -973707.812500 Penalty: 3029.233643
	Iteration 19Q: 3 clusters Score -973707.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -973712.812500 Penalty: 3029.233643
	Iteration 20F: 3 clusters Score -973712.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -973715.375000 Penalty: 3029.233643
	Iteration 21Q: 3 clusters Score -973715.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -973716.500000 Penalty: 3029.233643
	Iteration 22Q: 3 clusters Score -973716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -973719.062500 Penalty: 3029.233643
	Iteration 23Q: 3 clusters Score -973719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -973719.125000 Penalty: 3029.233643
	Iteration 24Q: 3 clusters Score -973719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -973719.125000 Penalty: 3029.233643
	Iteration 25F: 3 clusters Score -973719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 27563 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 10423 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 67865 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5123 members 
Mstep: Class 22 contains 744 members 
Entering Unmasked Estep 
Score: -24813366.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24813864.000000 to -24813366.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Entering Unmasked Estep 
Score: -1494855.375000 Penalty: 1577.957764
	Iteration 0F: 2 clusters Score -1494855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1483489.500000 Penalty: 3155.915527
	Iteration 0F: 3 clusters Score -1483490 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1487553.500000 Penalty: 3155.915527
	Iteration 1F: 3 clusters Score -1487554 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1487894.250000 Penalty: 3155.915527
	Iteration 2F: 3 clusters Score -1487894 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1488230.000000 Penalty: 3155.915527
	Iteration 3Q: 3 clusters Score -1488230 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1488579.875000 Penalty: 3155.915527
	Iteration 4Q: 3 clusters Score -1488580 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1488952.750000 Penalty: 3155.915527
	Iteration 5Q: 3 clusters Score -1488953 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1489443.125000 Penalty: 3155.915527
	Iteration 6Q: 3 clusters Score -1489443 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1490033.625000 Penalty: 3155.915527
	Iteration 7F: 3 clusters Score -1490034 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1490695.500000 Penalty: 3155.915527
	Iteration 8F: 3 clusters Score -1490696 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1491321.875000 Penalty: 3155.915527
	Iteration 9Q: 3 clusters Score -1491322 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1491851.000000 Penalty: 3155.915527
	Iteration 10Q: 3 clusters Score -1491851 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1492237.250000 Penalty: 3155.915527
	Iteration 11Q: 3 clusters Score -1492237 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1492568.875000 Penalty: 3155.915527
	Iteration 12Q: 3 clusters Score -1492569 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1492767.250000 Penalty: 3155.915527
	Iteration 13Q: 3 clusters Score -1492767 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -1492900.000000 Penalty: 3155.915527
	Iteration 14Q: 3 clusters Score -1492900 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1493002.125000 Penalty: 3155.915527
	Iteration 15Q: 3 clusters Score -1493002 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1493094.375000 Penalty: 3155.915527
	Iteration 16Q: 3 clusters Score -1493094 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -1493174.250000 Penalty: 3155.915527
	Iteration 17Q: 3 clusters Score -1493174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1493220.625000 Penalty: 3155.915527
	Iteration 18Q: 3 clusters Score -1493221 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -1493270.625000 Penalty: 3155.915527
	Iteration 19Q: 3 clusters Score -1493271 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1493314.875000 Penalty: 3155.915527
	Iteration 20F: 3 clusters Score -1493315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1493354.875000 Penalty: 3155.915527
	Iteration 21Q: 3 clusters Score -1493355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1493377.000000 Penalty: 3155.915527
	Iteration 22Q: 3 clusters Score -1493377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -1493396.375000 Penalty: 3155.915527
	Iteration 23Q: 3 clusters Score -1493396 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1493418.500000 Penalty: 3155.915527
	Iteration 24Q: 3 clusters Score -1493418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -1493437.125000 Penalty: 3155.915527
	Iteration 25Q: 3 clusters Score -1493437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -1493449.250000 Penalty: 3155.915527
	Iteration 26Q: 3 clusters Score -1493449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -1493462.250000 Penalty: 3155.915527
	Iteration 27Q: 3 clusters Score -1493462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -1493475.500000 Penalty: 3155.915527
	Iteration 28Q: 3 clusters Score -1493476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1493482.000000 Penalty: 3155.915527
	Iteration 29Q: 3 clusters Score -1493482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1493490.500000 Penalty: 3155.915527
	Iteration 30Q: 3 clusters Score -1493490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -1493494.000000 Penalty: 3155.915527
	Iteration 31Q: 3 clusters Score -1493494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -1493501.125000 Penalty: 3155.915527
	Iteration 32Q: 3 clusters Score -1493501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1493507.750000 Penalty: 3155.915527
	Iteration 33Q: 3 clusters Score -1493508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1493515.375000 Penalty: 3155.915527
	Iteration 34Q: 3 clusters Score -1493515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -1493519.875000 Penalty: 3155.915527
	Iteration 35Q: 3 clusters Score -1493520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1493523.000000 Penalty: 3155.915527
	Iteration 36Q: 3 clusters Score -1493523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -1493527.000000 Penalty: 3155.915527
	Iteration 37Q: 3 clusters Score -1493527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -1493530.125000 Penalty: 3155.915527
	Iteration 38Q: 3 clusters Score -1493530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1493531.625000 Penalty: 3155.915527
	Iteration 39Q: 3 clusters Score -1493532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1493531.125000 Penalty: 3155.915527
	Iteration 40F: 3 clusters Score -1493531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Entering Unmasked Estep 
Score: -469240.000000 Penalty: 1395.644775
	Iteration 0F: 2 clusters Score -469240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -465052.000000 Penalty: 2791.289551
	Iteration 0F: 3 clusters Score -465052 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -466268.625000 Penalty: 2791.289551
	Iteration 1F: 3 clusters Score -466268.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -466506.125000 Penalty: 2791.289551
	Iteration 2F: 3 clusters Score -466506.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -466663.218750 Penalty: 2791.289551
	Iteration 3F: 3 clusters Score -466663.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -466769.218750 Penalty: 2791.289551
	Iteration 4Q: 3 clusters Score -466769.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466845.750000 Penalty: 2791.289551
	Iteration 5Q: 3 clusters Score -466845.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -466906.343750 Penalty: 2791.289551
	Iteration 6Q: 3 clusters Score -466906.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -466968.625000 Penalty: 2791.289551
	Iteration 7Q: 3 clusters Score -466968.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -467021.625000 Penalty: 2791.289551
	Iteration 8Q: 3 clusters Score -467021.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -467077.968750 Penalty: 2791.289551
	Iteration 9Q: 3 clusters Score -467078 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -467143.968750 Penalty: 2791.289551
	Iteration 10Q: 3 clusters Score -467144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -467205.500000 Penalty: 2791.289551
	Iteration 11Q: 3 clusters Score -467205.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -467261.406250 Penalty: 2791.289551
	Iteration 12Q: 3 clusters Score -467261.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -467328.000000 Penalty: 2791.289551
	Iteration 13Q: 3 clusters Score -467328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -467403.000000 Penalty: 2791.289551
	Iteration 14Q: 3 clusters Score -467403 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -467473.156250 Penalty: 2791.289551
	Iteration 15Q: 3 clusters Score -467473.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -467540.000000 Penalty: 2791.289551
	Iteration 16Q: 3 clusters Score -467540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -467611.312500 Penalty: 2791.289551
	Iteration 17Q: 3 clusters Score -467611.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -467679.312500 Penalty: 2791.289551
	Iteration 18Q: 3 clusters Score -467679.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -467747.812500 Penalty: 2791.289551
	Iteration 19Q: 3 clusters Score -467747.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -467808.375000 Penalty: 2791.289551
	Iteration 20F: 3 clusters Score -467808.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -467853.187500 Penalty: 2791.289551
	Iteration 21Q: 3 clusters Score -467853.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -467892.875000 Penalty: 2791.289551
	Iteration 22Q: 3 clusters Score -467892.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -467917.937500 Penalty: 2791.289551
	Iteration 23Q: 3 clusters Score -467917.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -467943.218750 Penalty: 2791.289551
	Iteration 24Q: 3 clusters Score -467943.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -467968.093750 Penalty: 2791.289551
	Iteration 25Q: 3 clusters Score -467968.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -467987.156250 Penalty: 2791.289551
	Iteration 26Q: 3 clusters Score -467987.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -468011.093750 Penalty: 2791.289551
	Iteration 27Q: 3 clusters Score -468011.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -468031.593750 Penalty: 2791.289551
	Iteration 28Q: 3 clusters Score -468031.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -468058.062500 Penalty: 2791.289551
	Iteration 29Q: 3 clusters Score -468058.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -468084.812500 Penalty: 2791.289551
	Iteration 30Q: 3 clusters Score -468084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -468098.781250 Penalty: 2791.289551
	Iteration 31Q: 3 clusters Score -468098.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -468105.312500 Penalty: 2791.289551
	Iteration 32Q: 3 clusters Score -468105.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -468111.000000 Penalty: 2791.289551
	Iteration 33Q: 3 clusters Score -468111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -468116.718750 Penalty: 2791.289551
	Iteration 34Q: 3 clusters Score -468116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -468118.593750 Penalty: 2791.289551
	Iteration 35Q: 3 clusters Score -468118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -468119.312500 Penalty: 2791.289551
	Iteration 36Q: 3 clusters Score -468119.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -468119.312500 Penalty: 2791.289551
	Iteration 37F: 3 clusters Score -468119.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Entering Unmasked Estep 
Score: -361978.406250 Penalty: 1350.362549
	Iteration 0F: 2 clusters Score -361978.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -358591.375000 Penalty: 2700.725098
	Iteration 0F: 3 clusters Score -358591.4 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -359611.687500 Penalty: 2700.725098
	Iteration 1F: 3 clusters Score -359611.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -359937.562500 Penalty: 2700.725098
	Iteration 2F: 3 clusters Score -359937.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -360193.031250 Penalty: 2700.725098
	Iteration 3F: 3 clusters Score -360193 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -360384.593750 Penalty: 2700.725098
	Iteration 4F: 3 clusters Score -360384.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -360559.875000 Penalty: 2700.725098
	Iteration 5F: 3 clusters Score -360559.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -360701.000000 Penalty: 2700.725098
	Iteration 6Q: 3 clusters Score -360701 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -360832.250000 Penalty: 2700.725098
	Iteration 7Q: 3 clusters Score -360832.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -360952.406250 Penalty: 2700.725098
	Iteration 8Q: 3 clusters Score -360952.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -361061.656250 Penalty: 2700.725098
	Iteration 9Q: 3 clusters Score -361061.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -361190.312500 Penalty: 2700.725098
	Iteration 10Q: 3 clusters Score -361190.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -361320.781250 Penalty: 2700.725098
	Iteration 11Q: 3 clusters Score -361320.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -361428.375000 Penalty: 2700.725098
	Iteration 12Q: 3 clusters Score -361428.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -361536.125000 Penalty: 2700.725098
	Iteration 13Q: 3 clusters Score -361536.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -361604.187500 Penalty: 2700.725098
	Iteration 14Q: 3 clusters Score -361604.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -361656.062500 Penalty: 2700.725098
	Iteration 15Q: 3 clusters Score -361656.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -361695.562500 Penalty: 2700.725098
	Iteration 16Q: 3 clusters Score -361695.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -361717.281250 Penalty: 2700.725098
	Iteration 17Q: 3 clusters Score -361717.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -361732.750000 Penalty: 2700.725098
	Iteration 18Q: 3 clusters Score -361732.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -361755.250000 Penalty: 2700.725098
	Iteration 19Q: 3 clusters Score -361755.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -361781.562500 Penalty: 2700.725098
	Iteration 20F: 3 clusters Score -361781.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -361809.843750 Penalty: 2700.725098
	Iteration 21Q: 3 clusters Score -361809.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -361840.156250 Penalty: 2700.725098
	Iteration 22Q: 3 clusters Score -361840.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -361866.750000 Penalty: 2700.725098
	Iteration 23Q: 3 clusters Score -361866.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -361876.281250 Penalty: 2700.725098
	Iteration 24Q: 3 clusters Score -361876.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -361881.687500 Penalty: 2700.725098
	Iteration 25Q: 3 clusters Score -361881.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -361884.000000 Penalty: 2700.725098
	Iteration 26Q: 3 clusters Score -361884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -361885.406250 Penalty: 2700.725098
	Iteration 27Q: 3 clusters Score -361885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -361886.437500 Penalty: 2700.725098
	Iteration 28Q: 3 clusters Score -361886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -361886.812500 Penalty: 2700.725098
	Iteration 29Q: 3 clusters Score -361886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -361887.281250 Penalty: 2700.725098
	Iteration 30Q: 3 clusters Score -361887.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -361888.500000 Penalty: 2700.725098
	Iteration 31Q: 3 clusters Score -361888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -361888.500000 Penalty: 2700.725098
	Iteration 32F: 3 clusters Score -361888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Entering Unmasked Estep 
Score: -2937220.750000 Penalty: 1683.535156
	Iteration 0F: 2 clusters Score -2937221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2916059.000000 Penalty: 3367.070312
	Iteration 0F: 3 clusters Score -2916059 nChanged 14530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2924702.000000 Penalty: 3367.070312
	Iteration 1F: 3 clusters Score -2924702 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2925505.500000 Penalty: 3367.070312
	Iteration 2F: 3 clusters Score -2925506 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2926566.250000 Penalty: 3367.070312
	Iteration 3F: 3 clusters Score -2926566 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2927778.000000 Penalty: 3367.070312
	Iteration 4F: 3 clusters Score -2927778 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2929190.750000 Penalty: 3367.070312
	Iteration 5F: 3 clusters Score -2929191 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2930604.500000 Penalty: 3367.070312
	Iteration 6F: 3 clusters Score -2930604 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2931917.000000 Penalty: 3367.070312
	Iteration 7F: 3 clusters Score -2931917 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2933090.000000 Penalty: 3367.070312
	Iteration 8Q: 3 clusters Score -2933090 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2934043.250000 Penalty: 3367.070312
	Iteration 9Q: 3 clusters Score -2934043 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2934748.250000 Penalty: 3367.070312
	Iteration 10Q: 3 clusters Score -2934748 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2935246.250000 Penalty: 3367.070312
	Iteration 11Q: 3 clusters Score -2935246 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -2935484.500000 Penalty: 3367.070312
	Iteration 12Q: 3 clusters Score -2935484 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30901 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2935608.750000 Penalty: 3367.070312
	Iteration 13Q: 3 clusters Score -2935609 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2935689.750000 Penalty: 3367.070312
	Iteration 14Q: 3 clusters Score -2935690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2935728.750000 Penalty: 3367.070312
	Iteration 15Q: 3 clusters Score -2935729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2935758.250000 Penalty: 3367.070312
	Iteration 16Q: 3 clusters Score -2935758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2935787.250000 Penalty: 3367.070312
	Iteration 17Q: 3 clusters Score -2935787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2935819.750000 Penalty: 3367.070312
	Iteration 18Q: 3 clusters Score -2935820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2935843.000000 Penalty: 3367.070312
	Iteration 19Q: 3 clusters Score -2935843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2935863.750000 Penalty: 3367.070312
	Iteration 20F: 3 clusters Score -2935864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2935875.500000 Penalty: 3367.070312
	Iteration 21Q: 3 clusters Score -2935876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2935895.500000 Penalty: 3367.070312
	Iteration 22Q: 3 clusters Score -2935896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2935897.500000 Penalty: 3367.070312
	Iteration 23Q: 3 clusters Score -2935898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2935905.250000 Penalty: 3367.070312
	Iteration 24Q: 3 clusters Score -2935905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2935917.750000 Penalty: 3367.070312
	Iteration 25Q: 3 clusters Score -2935918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2935926.750000 Penalty: 3367.070312
	Iteration 26Q: 3 clusters Score -2935927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2935937.500000 Penalty: 3367.070312
	Iteration 27Q: 3 clusters Score -2935938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2935935.500000 Penalty: 3367.070312
	Iteration 28Q: 3 clusters Score -2935936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2935940.500000 Penalty: 3367.070312
	Iteration 29Q: 3 clusters Score -2935940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2935941.500000 Penalty: 3367.070312
	Iteration 30Q: 3 clusters Score -2935942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2935950.500000 Penalty: 3367.070312
	Iteration 31Q: 3 clusters Score -2935950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2935954.250000 Penalty: 3367.070312
	Iteration 32Q: 3 clusters Score -2935954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2935954.750000 Penalty: 3367.070312
	Iteration 33Q: 3 clusters Score -2935955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2935955.250000 Penalty: 3367.070312
	Iteration 34Q: 3 clusters Score -2935955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2935955.250000 Penalty: 3367.070312
	Iteration 35F: 3 clusters Score -2935955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Entering Unmasked Estep 
Score: -294919.687500 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -294919.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -292008.875000 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -292008.9 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -292787.031250 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -292787 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -292991.437500 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -292991.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -293174.968750 Penalty: 2637.544189
	Iteration 3F: 3 clusters Score -293175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -293375.125000 Penalty: 2637.544189
	Iteration 4F: 3 clusters Score -293375.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -293578.468750 Penalty: 2637.544189
	Iteration 5F: 3 clusters Score -293578.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -293762.093750 Penalty: 2637.544189
	Iteration 6F: 3 clusters Score -293762.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293924.843750 Penalty: 2637.544189
	Iteration 7Q: 3 clusters Score -293924.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -294032.125000 Penalty: 2637.544189
	Iteration 8Q: 3 clusters Score -294032.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -294109.343750 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -294109.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -294155.406250 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -294155.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -294192.031250 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -294192 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -294217.062500 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -294217.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -294227.000000 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -294227 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -294235.906250 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -294235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -294244.218750 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -294244.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -294249.437500 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -294249.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -294253.906250 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -294253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -294255.468750 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -294255.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294257.156250 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -294257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294258.718750 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -294258.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -294260.437500 Penalty: 2637.544189
	Iteration 21Q: 3 clusters Score -294260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294259.468750 Penalty: 2637.544189
	Iteration 22Q: 3 clusters Score -294259.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -294259.468750 Penalty: 2637.544189
	Iteration 23F: 3 clusters Score -294259.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Entering Unmasked Estep 
Score: -1316391.375000 Penalty: 1561.197632
	Iteration 0F: 2 clusters Score -1316391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1306162.500000 Penalty: 3122.395264
	Iteration 0F: 3 clusters Score -1306162 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1309845.375000 Penalty: 3122.395264
	Iteration 1F: 3 clusters Score -1309845 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1310406.750000 Penalty: 3122.395264
	Iteration 2F: 3 clusters Score -1310407 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1311107.250000 Penalty: 3122.395264
	Iteration 3F: 3 clusters Score -1311107 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1311855.000000 Penalty: 3122.395264
	Iteration 4F: 3 clusters Score -1311855 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1312503.625000 Penalty: 3122.395264
	Iteration 5F: 3 clusters Score -1312504 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1312992.375000 Penalty: 3122.395264
	Iteration 6F: 3 clusters Score -1312992 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1313400.000000 Penalty: 3122.395264
	Iteration 7Q: 3 clusters Score -1313400 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1313732.875000 Penalty: 3122.395264
	Iteration 8Q: 3 clusters Score -1313733 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1314033.000000 Penalty: 3122.395264
	Iteration 9Q: 3 clusters Score -1314033 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1314259.625000 Penalty: 3122.395264
	Iteration 10Q: 3 clusters Score -1314260 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1314425.625000 Penalty: 3122.395264
	Iteration 11Q: 3 clusters Score -1314426 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1314561 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1314817 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1314847 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1314866 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1314880 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1314889 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1314897 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1314904 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1314907 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1314908 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1314912 nChanged 20
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Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1314922 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1314921 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1314925 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1314928 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1314936 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1314938 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1314944 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1314949 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1314952 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1314958 nChanged 26
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Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1314963 nChanged 29
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Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1314966 nChanged 43
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Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1314974 nChanged 45
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Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1314980 nChanged 33
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Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1314982 nChanged 25
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Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1314988 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4791 members 
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	Iteration 43Q: 3 clusters Score -1314995 nChanged 20
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Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4809 members 
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	Iteration 44Q: 3 clusters Score -1314997 nChanged 23
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Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4832 members 
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Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9975 members 
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Mstep: Class 1 contains 9951 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1315012 nChanged 26
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Mstep: Class 1 contains 9927 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1315014 nChanged 24
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1315019 nChanged 23
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Mstep: Class 1 contains 9880 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1315020 nChanged 26
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Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1315026 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1315036 nChanged 44
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Mstep: Class 1 contains 9779 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1315037 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1315041 nChanged 38
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Mstep: Class 1 contains 9704 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1315051 nChanged 38
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Mstep: Class 1 contains 9670 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1315054 nChanged 41
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Mstep: Class 1 contains 9631 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1315059 nChanged 44
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Mstep: Class 1 contains 9587 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1315064 nChanged 46
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Mstep: Class 1 contains 9541 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1315072 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1315076 nChanged 53
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Mstep: Class 1 contains 9446 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1315080 nChanged 44
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Mstep: Class 1 contains 9402 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1315088 nChanged 49
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Mstep: Class 1 contains 9353 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1315095 nChanged 53
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Mstep: Class 1 contains 9300 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1315105 nChanged 51
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Mstep: Class 1 contains 9251 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1315114 nChanged 53
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Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1315118 nChanged 40
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Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1315125 nChanged 46
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Mstep: Class 1 contains 9112 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1315136 nChanged 49
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Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1315141 nChanged 49
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Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1315147 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1315153 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1315166 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1315176 nChanged 51
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Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1315178 nChanged 55
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Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1315188 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1315199 nChanged 77
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1315213 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1315229 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1315242 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1315255 nChanged 73
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Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 6540 members 
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	Iteration 82Q: 3 clusters Score -1315266 nChanged 77
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Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1315284 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1315302 nChanged 84
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Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1315314 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1315339 nChanged 98
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Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1315364 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1315386 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1315403.250000 Penalty: 3122.395264
	Iteration 89Q: 3 clusters Score -1315403 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1315416 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1315427 nChanged 55
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Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1315436 nChanged 53
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Mstep: Class 1 contains 7457 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1315448 nChanged 50
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Mstep: Class 1 contains 7407 members 
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	Iteration 94Q: 3 clusters Score -1315449 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 7515 members 
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	Iteration 95Q: 3 clusters Score -1315458 nChanged 42
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Mstep: Class 1 contains 7317 members 
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	Iteration 96Q: 3 clusters Score -1315461 nChanged 29
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Mstep: Class 1 contains 7288 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1315465 nChanged 29
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Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1315473 nChanged 24
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Mstep: Class 1 contains 7237 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1315471 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1315474 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7194 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1315476 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7170 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1315477 nChanged 25
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Mstep: Class 1 contains 7145 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1315480 nChanged 22
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Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1315482 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1315482.375000 Penalty: 3122.395264
	Iteration 105Q: 3 clusters Score -1315482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1315486.250000 Penalty: 3122.395264
	Iteration 106Q: 3 clusters Score -1315486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1315486.375000 Penalty: 3122.395264
	Iteration 107Q: 3 clusters Score -1315486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1315486.125000 Penalty: 3122.395264
	Iteration 108Q: 3 clusters Score -1315486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1315487.750000 Penalty: 3122.395264
	Iteration 109Q: 3 clusters Score -1315488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1315487.125000 Penalty: 3122.395264
	Iteration 110Q: 3 clusters Score -1315487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1315490.375000 Penalty: 3122.395264
	Iteration 111Q: 3 clusters Score -1315490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1315494.250000 Penalty: 3122.395264
	Iteration 112Q: 3 clusters Score -1315494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1315494.625000 Penalty: 3122.395264
	Iteration 113Q: 3 clusters Score -1315495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1315489.625000 Penalty: 3122.395264
	Iteration 114Q: 3 clusters Score -1315490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1315492.500000 Penalty: 3122.395264
	Iteration 115Q: 3 clusters Score -1315492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1315495.500000 Penalty: 3122.395264
	Iteration 116Q: 3 clusters Score -1315496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1315496.500000 Penalty: 3122.395264
	Iteration 117Q: 3 clusters Score -1315496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1315500.500000 Penalty: 3122.395264
	Iteration 118Q: 3 clusters Score -1315500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1315497.750000 Penalty: 3122.395264
	Iteration 119Q: 3 clusters Score -1315498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1315503.125000 Penalty: 3122.395264
	Iteration 120F: 3 clusters Score -1315503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1315497.000000 Penalty: 3122.395264
	Iteration 121Q: 3 clusters Score -1315497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1315500.000000 Penalty: 3122.395264
	Iteration 122Q: 3 clusters Score -1315500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1315502.375000 Penalty: 3122.395264
	Iteration 123Q: 3 clusters Score -1315502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1315503.375000 Penalty: 3122.395264
	Iteration 124Q: 3 clusters Score -1315503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1315505.000000 Penalty: 3122.395264
	Iteration 125Q: 3 clusters Score -1315505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1315505.125000 Penalty: 3122.395264
	Iteration 126Q: 3 clusters Score -1315505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1315504.875000 Penalty: 3122.395264
	Iteration 127Q: 3 clusters Score -1315505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1315506.000000 Penalty: 3122.395264
	Iteration 128Q: 3 clusters Score -1315506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1315504.750000 Penalty: 3122.395264
	Iteration 129Q: 3 clusters Score -1315505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1315505.875000 Penalty: 3122.395264
	Iteration 130Q: 3 clusters Score -1315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1315505.875000 Penalty: 3122.395264
	Iteration 131Q: 3 clusters Score -1315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1315505.500000 Penalty: 3122.395264
	Iteration 132Q: 3 clusters Score -1315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1315505.625000 Penalty: 3122.395264
	Iteration 133Q: 3 clusters Score -1315506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1315508.500000 Penalty: 3122.395264
	Iteration 134Q: 3 clusters Score -1315508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1315507.000000 Penalty: 3122.395264
	Iteration 135Q: 3 clusters Score -1315507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1315505.375000 Penalty: 3122.395264
	Iteration 136Q: 3 clusters Score -1315505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1315505.375000 Penalty: 3122.395264
	Iteration 137F: 3 clusters Score -1315505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Entering Unmasked Estep 
Score: -2997472.750000 Penalty: 1692.533691
	Iteration 0F: 2 clusters Score -2997473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2975000.250000 Penalty: 3385.067383
	Iteration 0F: 3 clusters Score -2975000 nChanged 15464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2983789.750000 Penalty: 3385.067383
	Iteration 1F: 3 clusters Score -2983790 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2984113.250000 Penalty: 3385.067383
	Iteration 2Q: 3 clusters Score -2984113 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2984415.000000 Penalty: 3385.067383
	Iteration 3Q: 3 clusters Score -2984415 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2984744.000000 Penalty: 3385.067383
	Iteration 4Q: 3 clusters Score -2984744 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2985140.750000 Penalty: 3385.067383
	Iteration 5Q: 3 clusters Score -2985141 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2985659.750000 Penalty: 3385.067383
	Iteration 6Q: 3 clusters Score -2985660 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2986452.750000 Penalty: 3385.067383
	Iteration 7Q: 3 clusters Score -2986453 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -2987578.250000 Penalty: 3385.067383
	Iteration 8F: 3 clusters Score -2987578 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -2989164.500000 Penalty: 3385.067383
	Iteration 9F: 3 clusters Score -2989164 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -2990990.750000 Penalty: 3385.067383
	Iteration 10F: 3 clusters Score -2990991 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -2992738.500000 Penalty: 3385.067383
	Iteration 11F: 3 clusters Score -2992738 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -2993973.000000 Penalty: 3385.067383
	Iteration 12Q: 3 clusters Score -2993973 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 31463 members 
Entering Unmasked Estep 
Score: -2994707.500000 Penalty: 3385.067383
	Iteration 13Q: 3 clusters Score -2994708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31989 members 
Entering Unmasked Estep 
Score: -2995192.000000 Penalty: 3385.067383
	Iteration 14Q: 3 clusters Score -2995192 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -2995486.750000 Penalty: 3385.067383
	Iteration 15Q: 3 clusters Score -2995487 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -2995683.750000 Penalty: 3385.067383
	Iteration 16Q: 3 clusters Score -2995684 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -2995774.000000 Penalty: 3385.067383
	Iteration 17Q: 3 clusters Score -2995774 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -2995837.000000 Penalty: 3385.067383
	Iteration 18Q: 3 clusters Score -2995837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -2995873.500000 Penalty: 3385.067383
	Iteration 19Q: 3 clusters Score -2995874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -2995905.750000 Penalty: 3385.067383
	Iteration 20F: 3 clusters Score -2995906 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -2995930.500000 Penalty: 3385.067383
	Iteration 21Q: 3 clusters Score -2995930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -2995949.500000 Penalty: 3385.067383
	Iteration 22Q: 3 clusters Score -2995950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32922 members 
Entering Unmasked Estep 
Score: -2995964.250000 Penalty: 3385.067383
	Iteration 23Q: 3 clusters Score -2995964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -2995973.000000 Penalty: 3385.067383
	Iteration 24Q: 3 clusters Score -2995973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -2995982.000000 Penalty: 3385.067383
	Iteration 25Q: 3 clusters Score -2995982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -2995988.250000 Penalty: 3385.067383
	Iteration 26Q: 3 clusters Score -2995988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -2995988.250000 Penalty: 3385.067383
	Iteration 27Q: 3 clusters Score -2995988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -2995993.750000 Penalty: 3385.067383
	Iteration 28Q: 3 clusters Score -2995994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -2996007.750000 Penalty: 3385.067383
	Iteration 29Q: 3 clusters Score -2996008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -2996019.500000 Penalty: 3385.067383
	Iteration 30Q: 3 clusters Score -2996020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -2996030.500000 Penalty: 3385.067383
	Iteration 31Q: 3 clusters Score -2996030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -2996040.750000 Penalty: 3385.067383
	Iteration 32Q: 3 clusters Score -2996041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -2996043.500000 Penalty: 3385.067383
	Iteration 33Q: 3 clusters Score -2996044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 33011 members 
Entering Unmasked Estep 
Score: -2996044.000000 Penalty: 3385.067383
	Iteration 34Q: 3 clusters Score -2996044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -2996046.750000 Penalty: 3385.067383
	Iteration 35Q: 3 clusters Score -2996047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -2996044.500000 Penalty: 3385.067383
	Iteration 36Q: 3 clusters Score -2996044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -2996050.000000 Penalty: 3385.067383
	Iteration 37Q: 3 clusters Score -2996050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2996052.750000 Penalty: 3385.067383
	Iteration 38Q: 3 clusters Score -2996053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -2996052.750000 Penalty: 3385.067383
	Iteration 39F: 3 clusters Score -2996053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Entering Unmasked Estep 
Score: -496682.968750 Penalty: 1399.384033
	Iteration 0F: 2 clusters Score -496683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -492429.281250 Penalty: 2798.768066
	Iteration 0F: 3 clusters Score -492429.3 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -493711.562500 Penalty: 2798.768066
	Iteration 1F: 3 clusters Score -493711.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -493991.531250 Penalty: 2798.768066
	Iteration 2F: 3 clusters Score -493991.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -494263.250000 Penalty: 2798.768066
	Iteration 3F: 3 clusters Score -494263.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -494475.156250 Penalty: 2798.768066
	Iteration 4F: 3 clusters Score -494475.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -494644.687500 Penalty: 2798.768066
	Iteration 5Q: 3 clusters Score -494644.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -494791.000000 Penalty: 2798.768066
	Iteration 6Q: 3 clusters Score -494791 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -494905.312500 Penalty: 2798.768066
	Iteration 7Q: 3 clusters Score -494905.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -495002.000000 Penalty: 2798.768066
	Iteration 8Q: 3 clusters Score -495002 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -495087.843750 Penalty: 2798.768066
	Iteration 9Q: 3 clusters Score -495087.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -495164.406250 Penalty: 2798.768066
	Iteration 10Q: 3 clusters Score -495164.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -495236.781250 Penalty: 2798.768066
	Iteration 11Q: 3 clusters Score -495236.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -495312.062500 Penalty: 2798.768066
	Iteration 12Q: 3 clusters Score -495312.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -495379.218750 Penalty: 2798.768066
	Iteration 13Q: 3 clusters Score -495379.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -495431.281250 Penalty: 2798.768066
	Iteration 14Q: 3 clusters Score -495431.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -495467.187500 Penalty: 2798.768066
	Iteration 15Q: 3 clusters Score -495467.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -495497.281250 Penalty: 2798.768066
	Iteration 16Q: 3 clusters Score -495497.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -495517.531250 Penalty: 2798.768066
	Iteration 17Q: 3 clusters Score -495517.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -495526.968750 Penalty: 2798.768066
	Iteration 18Q: 3 clusters Score -495527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -495535.125000 Penalty: 2798.768066
	Iteration 19Q: 3 clusters Score -495535.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -495540.718750 Penalty: 2798.768066
	Iteration 20F: 3 clusters Score -495540.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -495545.593750 Penalty: 2798.768066
	Iteration 21Q: 3 clusters Score -495545.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -495549.875000 Penalty: 2798.768066
	Iteration 22Q: 3 clusters Score -495549.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -495553.875000 Penalty: 2798.768066
	Iteration 23Q: 3 clusters Score -495553.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -495558.125000 Penalty: 2798.768066
	Iteration 24Q: 3 clusters Score -495558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -495561.687500 Penalty: 2798.768066
	Iteration 25Q: 3 clusters Score -495561.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -495565.531250 Penalty: 2798.768066
	Iteration 26Q: 3 clusters Score -495565.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -495568.031250 Penalty: 2798.768066
	Iteration 27Q: 3 clusters Score -495568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -495570.906250 Penalty: 2798.768066
	Iteration 28Q: 3 clusters Score -495570.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -495574.093750 Penalty: 2798.768066
	Iteration 29Q: 3 clusters Score -495574.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -495573.812500 Penalty: 2798.768066
	Iteration 30Q: 3 clusters Score -495573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -495574.281250 Penalty: 2798.768066
	Iteration 31Q: 3 clusters Score -495574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -495575.093750 Penalty: 2798.768066
	Iteration 32Q: 3 clusters Score -495575.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -495575.187500 Penalty: 2798.768066
	Iteration 33Q: 3 clusters Score -495575.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -495576.531250 Penalty: 2798.768066
	Iteration 34Q: 3 clusters Score -495576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -495576.468750 Penalty: 2798.768066
	Iteration 35Q: 3 clusters Score -495576.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -495575.843750 Penalty: 2798.768066
	Iteration 36Q: 3 clusters Score -495575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -495576.718750 Penalty: 2798.768066
	Iteration 37Q: 3 clusters Score -495576.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -495577.906250 Penalty: 2798.768066
	Iteration 38Q: 3 clusters Score -495577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -495578.281250 Penalty: 2798.768066
	Iteration 39Q: 3 clusters Score -495578.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -495579.687500 Penalty: 2798.768066
	Iteration 40F: 3 clusters Score -495579.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -495581.781250 Penalty: 2798.768066
	Iteration 41Q: 3 clusters Score -495581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -495582.125000 Penalty: 2798.768066
	Iteration 42Q: 3 clusters Score -495582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -495582.406250 Penalty: 2798.768066
	Iteration 43Q: 3 clusters Score -495582.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -495583.093750 Penalty: 2798.768066
	Iteration 44Q: 3 clusters Score -495583.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -495584.375000 Penalty: 2798.768066
	Iteration 45Q: 3 clusters Score -495584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -495585.187500 Penalty: 2798.768066
	Iteration 46Q: 3 clusters Score -495585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -495584.343750 Penalty: 2798.768066
	Iteration 47Q: 3 clusters Score -495584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -495584.937500 Penalty: 2798.768066
	Iteration 48Q: 3 clusters Score -495584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -495585.687500 Penalty: 2798.768066
	Iteration 49Q: 3 clusters Score -495585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -495585.906250 Penalty: 2798.768066
	Iteration 50Q: 3 clusters Score -495585.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -495586.062500 Penalty: 2798.768066
	Iteration 51Q: 3 clusters Score -495586.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -495587.062500 Penalty: 2798.768066
	Iteration 52Q: 3 clusters Score -495587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -495586.531250 Penalty: 2798.768066
	Iteration 53Q: 3 clusters Score -495586.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -495586.531250 Penalty: 2798.768066
	Iteration 54F: 3 clusters Score -495586.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67865 members 
Entering Unmasked Estep 
Score: -6298882.000000 Penalty: 1807.857300
	Iteration 0F: 2 clusters Score -6298882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -6253746.500000 Penalty: 3615.714600
	Iteration 0F: 3 clusters Score -6253746 nChanged 32347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -6272566.000000 Penalty: 3615.714600
	Iteration 1F: 3 clusters Score -6272566 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 36085 members 
Entering Unmasked Estep 
Score: -6273468.500000 Penalty: 3615.714600
	Iteration 2Q: 3 clusters Score -6273468 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -6274518.000000 Penalty: 3615.714600
	Iteration 3Q: 3 clusters Score -6274518 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -6275943.500000 Penalty: 3615.714600
	Iteration 4Q: 3 clusters Score -6275944 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -6277850.500000 Penalty: 3615.714600
	Iteration 5F: 3 clusters Score -6277850 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -6280399.000000 Penalty: 3615.714600
	Iteration 6F: 3 clusters Score -6280399 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6283375.500000 Penalty: 3615.714600
	Iteration 7F: 3 clusters Score -6283376 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6286144.500000 Penalty: 3615.714600
	Iteration 8F: 3 clusters Score -6286144 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6288550.500000 Penalty: 3615.714600
	Iteration 9Q: 3 clusters Score -6288550 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -6290254.000000 Penalty: 3615.714600
	Iteration 10Q: 3 clusters Score -6290254 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -6291367.500000 Penalty: 3615.714600
	Iteration 11Q: 3 clusters Score -6291368 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 56577 members 
Entering Unmasked Estep 
Score: -6292107.500000 Penalty: 3615.714600
	Iteration 12Q: 3 clusters Score -6292108 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 57745 members 
Entering Unmasked Estep 
Score: -6292682.000000 Penalty: 3615.714600
	Iteration 13Q: 3 clusters Score -6292682 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -6293261.000000 Penalty: 3615.714600
	Iteration 14Q: 3 clusters Score -6293261 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -6293759.000000 Penalty: 3615.714600
	Iteration 15Q: 3 clusters Score -6293759 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
Score: -6294301.500000 Penalty: 3615.714600
	Iteration 16Q: 3 clusters Score -6294302 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 61818 members 
Entering Unmasked Estep 
Score: -6294875.500000 Penalty: 3615.714600
	Iteration 17Q: 3 clusters Score -6294876 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 62637 members 
Entering Unmasked Estep 
Score: -6295382.000000 Penalty: 3615.714600
	Iteration 18Q: 3 clusters Score -6295382 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 63334 members 
Entering Unmasked Estep 
Score: -6295918.000000 Penalty: 3615.714600
	Iteration 19Q: 3 clusters Score -6295918 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 63878 members 
Entering Unmasked Estep 
Score: -6296328.500000 Penalty: 3615.714600
	Iteration 20F: 3 clusters Score -6296328 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -6296612.500000 Penalty: 3615.714600
	Iteration 21Q: 3 clusters Score -6296612 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 64624 members 
Entering Unmasked Estep 
Score: -6296820.000000 Penalty: 3615.714600
	Iteration 22Q: 3 clusters Score -6296820 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 64872 members 
Entering Unmasked Estep 
Score: -6296929.500000 Penalty: 3615.714600
	Iteration 23Q: 3 clusters Score -6296930 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 65067 members 
Entering Unmasked Estep 
Score: -6297012.500000 Penalty: 3615.714600
	Iteration 24Q: 3 clusters Score -6297012 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 65231 members 
Entering Unmasked Estep 
Score: -6297085.000000 Penalty: 3615.714600
	Iteration 25Q: 3 clusters Score -6297085 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -6297157.000000 Penalty: 3615.714600
	Iteration 26Q: 3 clusters Score -6297157 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 65526 members 
Entering Unmasked Estep 
Score: -6297219.500000 Penalty: 3615.714600
	Iteration 27Q: 3 clusters Score -6297220 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -6297260.500000 Penalty: 3615.714600
	Iteration 28Q: 3 clusters Score -6297260 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 65714 members 
Entering Unmasked Estep 
Score: -6297293.000000 Penalty: 3615.714600
	Iteration 29Q: 3 clusters Score -6297293 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 65774 members 
Entering Unmasked Estep 
Score: -6297316.000000 Penalty: 3615.714600
	Iteration 30Q: 3 clusters Score -6297316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 65832 members 
Entering Unmasked Estep 
Score: -6297332.000000 Penalty: 3615.714600
	Iteration 31Q: 3 clusters Score -6297332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -6297343.500000 Penalty: 3615.714600
	Iteration 32Q: 3 clusters Score -6297344 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 65910 members 
Entering Unmasked Estep 
Score: -6297354.500000 Penalty: 3615.714600
	Iteration 33Q: 3 clusters Score -6297354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -6297354.500000 Penalty: 3615.714600
	Iteration 34Q: 3 clusters Score -6297354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 65983 members 
Entering Unmasked Estep 
Score: -6297366.500000 Penalty: 3615.714600
	Iteration 35Q: 3 clusters Score -6297366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 66013 members 
Entering Unmasked Estep 
Score: -6297376.500000 Penalty: 3615.714600
	Iteration 36Q: 3 clusters Score -6297376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6297383.000000 Penalty: 3615.714600
	Iteration 37Q: 3 clusters Score -6297383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -6297385.000000 Penalty: 3615.714600
	Iteration 38Q: 3 clusters Score -6297385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -6297401.500000 Penalty: 3615.714600
	Iteration 39Q: 3 clusters Score -6297402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -6297389.500000 Penalty: 3615.714600
	Iteration 40F: 3 clusters Score -6297390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -6297403.000000 Penalty: 3615.714600
	Iteration 41Q: 3 clusters Score -6297403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -6297408.000000 Penalty: 3615.714600
	Iteration 42Q: 3 clusters Score -6297408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 66119 members 
Entering Unmasked Estep 
Score: -6297402.500000 Penalty: 3615.714600
	Iteration 43Q: 3 clusters Score -6297402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -6297400.500000 Penalty: 3615.714600
	Iteration 44Q: 3 clusters Score -6297400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 66143 members 
Entering Unmasked Estep 
Score: -6297414.500000 Penalty: 3615.714600
	Iteration 45Q: 3 clusters Score -6297414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -6297414.500000 Penalty: 3615.714600
	Iteration 46Q: 3 clusters Score -6297414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -6297422.500000 Penalty: 3615.714600
	Iteration 47Q: 3 clusters Score -6297422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 66181 members 
Entering Unmasked Estep 
Score: -6297432.500000 Penalty: 3615.714600
	Iteration 48Q: 3 clusters Score -6297432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -6297433.000000 Penalty: 3615.714600
	Iteration 49Q: 3 clusters Score -6297433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 66191 members 
Entering Unmasked Estep 
Score: -6297433.500000 Penalty: 3615.714600
	Iteration 50Q: 3 clusters Score -6297434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 66194 members 
Entering Unmasked Estep 
Score: -6297431.000000 Penalty: 3615.714600
	Iteration 51Q: 3 clusters Score -6297431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 66198 members 
Entering Unmasked Estep 
Score: -6297431.000000 Penalty: 3615.714600
	Iteration 52Q: 3 clusters Score -6297431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 66201 members 
Entering Unmasked Estep 
Score: -6297432.000000 Penalty: 3615.714600
	Iteration 53Q: 3 clusters Score -6297432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 66203 members 
Entering Unmasked Estep 
Score: -6297434.000000 Penalty: 3615.714600
	Iteration 54Q: 3 clusters Score -6297434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -6297434.000000 Penalty: 3615.714600
	Iteration 55Q: 3 clusters Score -6297434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 66206 members 
Entering Unmasked Estep 
Score: -6297434.000000 Penalty: 3615.714600
	Iteration 56F: 3 clusters Score -6297434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Entering Unmasked Estep 
Score: -520178.968750 Penalty: 1409.111938
	Iteration 0F: 2 clusters Score -520179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -515668.687500 Penalty: 2818.223877
	Iteration 0F: 3 clusters Score -515668.7 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -516923.812500 Penalty: 2818.223877
	Iteration 1F: 3 clusters Score -516923.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -517140.125000 Penalty: 2818.223877
	Iteration 2F: 3 clusters Score -517140.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -517324.281250 Penalty: 2818.223877
	Iteration 3F: 3 clusters Score -517324.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -517509.656250 Penalty: 2818.223877
	Iteration 4Q: 3 clusters Score -517509.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -517676.812500 Penalty: 2818.223877
	Iteration 5Q: 3 clusters Score -517676.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -517833.718750 Penalty: 2818.223877
	Iteration 6Q: 3 clusters Score -517833.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -518000.781250 Penalty: 2818.223877
	Iteration 7Q: 3 clusters Score -518000.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -518152.000000 Penalty: 2818.223877
	Iteration 8Q: 3 clusters Score -518152 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -518289.468750 Penalty: 2818.223877
	Iteration 9Q: 3 clusters Score -518289.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -518391.781250 Penalty: 2818.223877
	Iteration 10Q: 3 clusters Score -518391.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -518472.343750 Penalty: 2818.223877
	Iteration 11Q: 3 clusters Score -518472.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -518538.656250 Penalty: 2818.223877
	Iteration 12Q: 3 clusters Score -518538.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -518584.468750 Penalty: 2818.223877
	Iteration 13Q: 3 clusters Score -518584.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -518622.656250 Penalty: 2818.223877
	Iteration 14Q: 3 clusters Score -518622.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -518651.750000 Penalty: 2818.223877
	Iteration 15Q: 3 clusters Score -518651.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -518673.093750 Penalty: 2818.223877
	Iteration 16Q: 3 clusters Score -518673.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -518691.687500 Penalty: 2818.223877
	Iteration 17Q: 3 clusters Score -518691.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -518711.093750 Penalty: 2818.223877
	Iteration 18Q: 3 clusters Score -518711.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -518724.312500 Penalty: 2818.223877
	Iteration 19Q: 3 clusters Score -518724.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -518735.906250 Penalty: 2818.223877
	Iteration 20F: 3 clusters Score -518735.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -518743.437500 Penalty: 2818.223877
	Iteration 21Q: 3 clusters Score -518743.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -518747.718750 Penalty: 2818.223877
	Iteration 22Q: 3 clusters Score -518747.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -518754.281250 Penalty: 2818.223877
	Iteration 23Q: 3 clusters Score -518754.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -518762.250000 Penalty: 2818.223877
	Iteration 24Q: 3 clusters Score -518762.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -518768.875000 Penalty: 2818.223877
	Iteration 25Q: 3 clusters Score -518768.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -518782.218750 Penalty: 2818.223877
	Iteration 26Q: 3 clusters Score -518782.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -518800.968750 Penalty: 2818.223877
	Iteration 27Q: 3 clusters Score -518801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -518819.312500 Penalty: 2818.223877
	Iteration 28Q: 3 clusters Score -518819.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -518832.500000 Penalty: 2818.223877
	Iteration 29Q: 3 clusters Score -518832.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -518847.718750 Penalty: 2818.223877
	Iteration 30Q: 3 clusters Score -518847.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -518861.562500 Penalty: 2818.223877
	Iteration 31Q: 3 clusters Score -518861.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -518879.625000 Penalty: 2818.223877
	Iteration 32Q: 3 clusters Score -518879.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -518892.531250 Penalty: 2818.223877
	Iteration 33Q: 3 clusters Score -518892.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -518908.062500 Penalty: 2818.223877
	Iteration 34Q: 3 clusters Score -518908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -518922.281250 Penalty: 2818.223877
	Iteration 35Q: 3 clusters Score -518922.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -518942.000000 Penalty: 2818.223877
	Iteration 36Q: 3 clusters Score -518942 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -518960.187500 Penalty: 2818.223877
	Iteration 37Q: 3 clusters Score -518960.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -518973.562500 Penalty: 2818.223877
	Iteration 38Q: 3 clusters Score -518973.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -518984.187500 Penalty: 2818.223877
	Iteration 39Q: 3 clusters Score -518984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -518992.312500 Penalty: 2818.223877
	Iteration 40F: 3 clusters Score -518992.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -519004.906250 Penalty: 2818.223877
	Iteration 41Q: 3 clusters Score -519004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -519014.281250 Penalty: 2818.223877
	Iteration 42Q: 3 clusters Score -519014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -519021.000000 Penalty: 2818.223877
	Iteration 43Q: 3 clusters Score -519021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -519026.968750 Penalty: 2818.223877
	Iteration 44Q: 3 clusters Score -519027 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -519033.000000 Penalty: 2818.223877
	Iteration 45Q: 3 clusters Score -519033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -519038.000000 Penalty: 2818.223877
	Iteration 46Q: 3 clusters Score -519038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -519045.375000 Penalty: 2818.223877
	Iteration 47Q: 3 clusters Score -519045.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -519054.250000 Penalty: 2818.223877
	Iteration 48Q: 3 clusters Score -519054.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -519065.375000 Penalty: 2818.223877
	Iteration 49Q: 3 clusters Score -519065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -519071.968750 Penalty: 2818.223877
	Iteration 50Q: 3 clusters Score -519072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -519085.937500 Penalty: 2818.223877
	Iteration 51Q: 3 clusters Score -519085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -519103.843750 Penalty: 2818.223877
	Iteration 52Q: 3 clusters Score -519103.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -519119.437500 Penalty: 2818.223877
	Iteration 53Q: 3 clusters Score -519119.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -519135.281250 Penalty: 2818.223877
	Iteration 54Q: 3 clusters Score -519135.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -519146.437500 Penalty: 2818.223877
	Iteration 55Q: 3 clusters Score -519146.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -519165.906250 Penalty: 2818.223877
	Iteration 56Q: 3 clusters Score -519165.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -519179.531250 Penalty: 2818.223877
	Iteration 57Q: 3 clusters Score -519179.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -519194.250000 Penalty: 2818.223877
	Iteration 58Q: 3 clusters Score -519194.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -519217.750000 Penalty: 2818.223877
	Iteration 59Q: 3 clusters Score -519217.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -519237.000000 Penalty: 2818.223877
	Iteration 60F: 3 clusters Score -519237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -519250.968750 Penalty: 2818.223877
	Iteration 61Q: 3 clusters Score -519251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -519261.750000 Penalty: 2818.223877
	Iteration 62Q: 3 clusters Score -519261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -519275.031250 Penalty: 2818.223877
	Iteration 63Q: 3 clusters Score -519275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -519285.500000 Penalty: 2818.223877
	Iteration 64Q: 3 clusters Score -519285.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -519289.031250 Penalty: 2818.223877
	Iteration 65Q: 3 clusters Score -519289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -519291.375000 Penalty: 2818.223877
	Iteration 66Q: 3 clusters Score -519291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -519292.218750 Penalty: 2818.223877
	Iteration 67Q: 3 clusters Score -519292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -519292.093750 Penalty: 2818.223877
	Iteration 68Q: 3 clusters Score -519292.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -519292.406250 Penalty: 2818.223877
	Iteration 69Q: 3 clusters Score -519292.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -519292.406250 Penalty: 2818.223877
	Iteration 70F: 3 clusters Score -519292.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Entering Unmasked Estep 
Score: -633717.375000 Penalty: 1440.750732
	Iteration 0F: 2 clusters Score -633717.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -628411.625000 Penalty: 2881.501465
	Iteration 0F: 3 clusters Score -628411.6 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -630097.375000 Penalty: 2881.501465
	Iteration 1F: 3 clusters Score -630097.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -630382.250000 Penalty: 2881.501465
	Iteration 2F: 3 clusters Score -630382.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -630617.312500 Penalty: 2881.501465
	Iteration 3F: 3 clusters Score -630617.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -630888.500000 Penalty: 2881.501465
	Iteration 4F: 3 clusters Score -630888.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -631296.187500 Penalty: 2881.501465
	Iteration 5F: 3 clusters Score -631296.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -631916.312500 Penalty: 2881.501465
	Iteration 6F: 3 clusters Score -631916.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -632497.375000 Penalty: 2881.501465
	Iteration 7F: 3 clusters Score -632497.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -632902.062500 Penalty: 2881.501465
	Iteration 8F: 3 clusters Score -632902.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -633117.937500 Penalty: 2881.501465
	Iteration 9Q: 3 clusters Score -633117.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -633222.750000 Penalty: 2881.501465
	Iteration 10Q: 3 clusters Score -633222.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -633281.750000 Penalty: 2881.501465
	Iteration 11Q: 3 clusters Score -633281.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -633314.750000 Penalty: 2881.501465
	Iteration 12Q: 3 clusters Score -633314.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -633335.437500 Penalty: 2881.501465
	Iteration 13Q: 3 clusters Score -633335.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -633350.000000 Penalty: 2881.501465
	Iteration 14Q: 3 clusters Score -633350 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -633357.375000 Penalty: 2881.501465
	Iteration 15Q: 3 clusters Score -633357.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -633368.125000 Penalty: 2881.501465
	Iteration 16Q: 3 clusters Score -633368.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -633379.312500 Penalty: 2881.501465
	Iteration 17Q: 3 clusters Score -633379.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -633381.000000 Penalty: 2881.501465
	Iteration 18Q: 3 clusters Score -633381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -633382.500000 Penalty: 2881.501465
	Iteration 19Q: 3 clusters Score -633382.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -633386.500000 Penalty: 2881.501465
	Iteration 20F: 3 clusters Score -633386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -633386.937500 Penalty: 2881.501465
	Iteration 21Q: 3 clusters Score -633386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -633387.687500 Penalty: 2881.501465
	Iteration 22Q: 3 clusters Score -633387.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -633388.562500 Penalty: 2881.501465
	Iteration 23Q: 3 clusters Score -633388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -633387.812500 Penalty: 2881.501465
	Iteration 24Q: 3 clusters Score -633387.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -633387.812500 Penalty: 2881.501465
	Iteration 25F: 3 clusters Score -633387.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Entering Unmasked Estep 
Score: -356577.718750 Penalty: 1354.273560
	Iteration 0F: 2 clusters Score -356577.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -353108.125000 Penalty: 2708.547119
	Iteration 0F: 3 clusters Score -353108.1 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -354139.687500 Penalty: 2708.547119
	Iteration 1F: 3 clusters Score -354139.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -354474.093750 Penalty: 2708.547119
	Iteration 2F: 3 clusters Score -354474.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -354860.656250 Penalty: 2708.547119
	Iteration 3F: 3 clusters Score -354860.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -355315.468750 Penalty: 2708.547119
	Iteration 4F: 3 clusters Score -355315.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -355721.781250 Penalty: 2708.547119
	Iteration 5F: 3 clusters Score -355721.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -356088.156250 Penalty: 2708.547119
	Iteration 6F: 3 clusters Score -356088.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -356318.875000 Penalty: 2708.547119
	Iteration 7F: 3 clusters Score -356318.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -356456.593750 Penalty: 2708.547119
	Iteration 8Q: 3 clusters Score -356456.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -356546.187500 Penalty: 2708.547119
	Iteration 9Q: 3 clusters Score -356546.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -356604.875000 Penalty: 2708.547119
	Iteration 10Q: 3 clusters Score -356604.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -356638.312500 Penalty: 2708.547119
	Iteration 11Q: 3 clusters Score -356638.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -356661.875000 Penalty: 2708.547119
	Iteration 12Q: 3 clusters Score -356661.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -356679.187500 Penalty: 2708.547119
	Iteration 13Q: 3 clusters Score -356679.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -356694.125000 Penalty: 2708.547119
	Iteration 14Q: 3 clusters Score -356694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -356701.218750 Penalty: 2708.547119
	Iteration 15Q: 3 clusters Score -356701.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -356705.343750 Penalty: 2708.547119
	Iteration 16Q: 3 clusters Score -356705.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -356706.375000 Penalty: 2708.547119
	Iteration 17Q: 3 clusters Score -356706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -356707.625000 Penalty: 2708.547119
	Iteration 18Q: 3 clusters Score -356707.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -356708.218750 Penalty: 2708.547119
	Iteration 19Q: 3 clusters Score -356708.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -356708.750000 Penalty: 2708.547119
	Iteration 20F: 3 clusters Score -356708.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -356708.593750 Penalty: 2708.547119
	Iteration 21Q: 3 clusters Score -356708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -356709.625000 Penalty: 2708.547119
	Iteration 22Q: 3 clusters Score -356709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -356710.125000 Penalty: 2708.547119
	Iteration 23Q: 3 clusters Score -356710.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -356710.843750 Penalty: 2708.547119
	Iteration 24Q: 3 clusters Score -356710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -356710.843750 Penalty: 2708.547119
	Iteration 25F: 3 clusters Score -356710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 27563 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 67865 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5123 members 
Mstep: Class 22 contains 2612 members 
Entering Unmasked Estep 
Score: -24813274.000000 Penalty: 44861.425781
Splitting cluster 19 changes total score from -24813864.000000 to -24813274.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Entering Unmasked Estep 
Score: -232674.593750 Penalty: 1279.150024
	Iteration 0F: 2 clusters Score -232674.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -230175.218750 Penalty: 2558.300049
	Iteration 0F: 3 clusters Score -230175.2 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -230686.500000 Penalty: 2558.300049
	Iteration 1F: 3 clusters Score -230686.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -230820.359375 Penalty: 2558.300049
	Iteration 2F: 3 clusters Score -230820.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -230902.843750 Penalty: 2558.300049
	Iteration 3F: 3 clusters Score -230902.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -230956.890625 Penalty: 2558.300049
	Iteration 4Q: 3 clusters Score -230956.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -231008.203125 Penalty: 2558.300049
	Iteration 5Q: 3 clusters Score -231008.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -231054.750000 Penalty: 2558.300049
	Iteration 6Q: 3 clusters Score -231054.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -231098.531250 Penalty: 2558.300049
	Iteration 7Q: 3 clusters Score -231098.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231127.796875 Penalty: 2558.300049
	Iteration 8Q: 3 clusters Score -231127.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -231165.578125 Penalty: 2558.300049
	Iteration 9Q: 3 clusters Score -231165.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -231209.343750 Penalty: 2558.300049
	Iteration 10Q: 3 clusters Score -231209.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -231243.953125 Penalty: 2558.300049
	Iteration 11Q: 3 clusters Score -231244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -231276.140625 Penalty: 2558.300049
	Iteration 12Q: 3 clusters Score -231276.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -231314.078125 Penalty: 2558.300049
	Iteration 13Q: 3 clusters Score -231314.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -231342.109375 Penalty: 2558.300049
	Iteration 14Q: 3 clusters Score -231342.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -231369.937500 Penalty: 2558.300049
	Iteration 15Q: 3 clusters Score -231369.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -231395.203125 Penalty: 2558.300049
	Iteration 16Q: 3 clusters Score -231395.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -231412.390625 Penalty: 2558.300049
	Iteration 17Q: 3 clusters Score -231412.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -231429.140625 Penalty: 2558.300049
	Iteration 18Q: 3 clusters Score -231429.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -231440.078125 Penalty: 2558.300049
	Iteration 19Q: 3 clusters Score -231440.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -231453.984375 Penalty: 2558.300049
	Iteration 20F: 3 clusters Score -231454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -231466.062500 Penalty: 2558.300049
	Iteration 21Q: 3 clusters Score -231466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -231476.390625 Penalty: 2558.300049
	Iteration 22Q: 3 clusters Score -231476.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -231485.046875 Penalty: 2558.300049
	Iteration 23Q: 3 clusters Score -231485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -231503.515625 Penalty: 2558.300049
	Iteration 24Q: 3 clusters Score -231503.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -231520.609375 Penalty: 2558.300049
	Iteration 25Q: 3 clusters Score -231520.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -231534.078125 Penalty: 2558.300049
	Iteration 26Q: 3 clusters Score -231534.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -231541.875000 Penalty: 2558.300049
	Iteration 27Q: 3 clusters Score -231541.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -231550.765625 Penalty: 2558.300049
	Iteration 28Q: 3 clusters Score -231550.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -231559.609375 Penalty: 2558.300049
	Iteration 29Q: 3 clusters Score -231559.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -231566.750000 Penalty: 2558.300049
	Iteration 30Q: 3 clusters Score -231566.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -231571.515625 Penalty: 2558.300049
	Iteration 31Q: 3 clusters Score -231571.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -231577.250000 Penalty: 2558.300049
	Iteration 32Q: 3 clusters Score -231577.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -231584.062500 Penalty: 2558.300049
	Iteration 33Q: 3 clusters Score -231584.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -231592.859375 Penalty: 2558.300049
	Iteration 34Q: 3 clusters Score -231592.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -231602.453125 Penalty: 2558.300049
	Iteration 35Q: 3 clusters Score -231602.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -231611.890625 Penalty: 2558.300049
	Iteration 36Q: 3 clusters Score -231611.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -231618.625000 Penalty: 2558.300049
	Iteration 37Q: 3 clusters Score -231618.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -231626.000000 Penalty: 2558.300049
	Iteration 38Q: 3 clusters Score -231626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -231629.218750 Penalty: 2558.300049
	Iteration 39Q: 3 clusters Score -231629.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -231629.765625 Penalty: 2558.300049
	Iteration 40F: 3 clusters Score -231629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -231632.125000 Penalty: 2558.300049
	Iteration 41Q: 3 clusters Score -231632.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -231634.812500 Penalty: 2558.300049
	Iteration 42Q: 3 clusters Score -231634.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -231637.796875 Penalty: 2558.300049
	Iteration 43Q: 3 clusters Score -231637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -231638.781250 Penalty: 2558.300049
	Iteration 44Q: 3 clusters Score -231638.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -231639.546875 Penalty: 2558.300049
	Iteration 45Q: 3 clusters Score -231639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -231639.687500 Penalty: 2558.300049
	Iteration 46Q: 3 clusters Score -231639.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -231639.687500 Penalty: 2558.300049
	Iteration 47F: 3 clusters Score -231639.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Entering Unmasked Estep 
Score: -472737.937500 Penalty: 1387.993042
	Iteration 0F: 2 clusters Score -472737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -468671.906250 Penalty: 2775.986084
	Iteration 0F: 3 clusters Score -468671.9 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -469761.000000 Penalty: 2775.986084
	Iteration 1F: 3 clusters Score -469761 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -469932.750000 Penalty: 2775.986084
	Iteration 2F: 3 clusters Score -469932.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -470069.156250 Penalty: 2775.986084
	Iteration 3F: 3 clusters Score -470069.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -470185.406250 Penalty: 2775.986084
	Iteration 4Q: 3 clusters Score -470185.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -470278.312500 Penalty: 2775.986084
	Iteration 5Q: 3 clusters Score -470278.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -470378.531250 Penalty: 2775.986084
	Iteration 6Q: 3 clusters Score -470378.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -470477.062500 Penalty: 2775.986084
	Iteration 7Q: 3 clusters Score -470477.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -470591.281250 Penalty: 2775.986084
	Iteration 8Q: 3 clusters Score -470591.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -470737.343750 Penalty: 2775.986084
	Iteration 9Q: 3 clusters Score -470737.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -470878.906250 Penalty: 2775.986084
	Iteration 10Q: 3 clusters Score -470878.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -471016.750000 Penalty: 2775.986084
	Iteration 11Q: 3 clusters Score -471016.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -471142.500000 Penalty: 2775.986084
	Iteration 12Q: 3 clusters Score -471142.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -471251.125000 Penalty: 2775.986084
	Iteration 13Q: 3 clusters Score -471251.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -471323.906250 Penalty: 2775.986084
	Iteration 14Q: 3 clusters Score -471323.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -471399.093750 Penalty: 2775.986084
	Iteration 15Q: 3 clusters Score -471399.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -471459.968750 Penalty: 2775.986084
	Iteration 16Q: 3 clusters Score -471460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -471503.375000 Penalty: 2775.986084
	Iteration 17Q: 3 clusters Score -471503.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -471537.906250 Penalty: 2775.986084
	Iteration 18Q: 3 clusters Score -471537.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -471562.187500 Penalty: 2775.986084
	Iteration 19Q: 3 clusters Score -471562.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -471584.093750 Penalty: 2775.986084
	Iteration 20F: 3 clusters Score -471584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -471594.406250 Penalty: 2775.986084
	Iteration 21Q: 3 clusters Score -471594.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -471601.312500 Penalty: 2775.986084
	Iteration 22Q: 3 clusters Score -471601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -471605.375000 Penalty: 2775.986084
	Iteration 23Q: 3 clusters Score -471605.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -471609.562500 Penalty: 2775.986084
	Iteration 24Q: 3 clusters Score -471609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -471618.062500 Penalty: 2775.986084
	Iteration 25Q: 3 clusters Score -471618.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -471623.187500 Penalty: 2775.986084
	Iteration 26Q: 3 clusters Score -471623.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -471626.718750 Penalty: 2775.986084
	Iteration 27Q: 3 clusters Score -471626.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -471631.625000 Penalty: 2775.986084
	Iteration 28Q: 3 clusters Score -471631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -471634.000000 Penalty: 2775.986084
	Iteration 29Q: 3 clusters Score -471634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -471634.000000 Penalty: 2775.986084
	Iteration 30F: 3 clusters Score -471634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 27563 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4626 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6703 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33376 members 
Mstep: Class 15 contains 5495 members 
Mstep: Class 16 contains 67865 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813866.000000 Penalty: 42822.269531
Iteration 199Q: 22 clusters Score -2.481387e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 27561 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4625 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6705 members 
Mstep: Class 7 contains 11165 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31578 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 33361 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 67869 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813848.000000 Penalty: 42822.269531
Iteration 200F: 22 clusters Score -2.481385e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 27551 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6707 members 
Mstep: Class 7 contains 11161 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31582 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14871 members 
Mstep: Class 14 contains 33356 members 
Mstep: Class 15 contains 5497 members 
Mstep: Class 16 contains 67874 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4163 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813880.000000 Penalty: 42822.269531
Iteration 201Q: 22 clusters Score -2.481388e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 27540 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4622 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 11158 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 4064 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 33341 members 
Mstep: Class 15 contains 5497 members 
Mstep: Class 16 contains 67880 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813850.000000 Penalty: 42822.269531
Iteration 202Q: 22 clusters Score -2.481385e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 27536 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 11156 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31587 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33319 members 
Mstep: Class 15 contains 5499 members 
Mstep: Class 16 contains 67888 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4164 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813862.000000 Penalty: 42822.269531
Iteration 203Q: 22 clusters Score -2.481386e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 27528 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4617 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6718 members 
Mstep: Class 7 contains 11154 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31586 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33314 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 67889 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4165 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813830.000000 Penalty: 42822.269531
Iteration 204Q: 22 clusters Score -2.481383e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 27520 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6725 members 
Mstep: Class 7 contains 11151 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31586 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14874 members 
Mstep: Class 14 contains 33303 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 67890 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813836.000000 Penalty: 42822.269531
Iteration 205Q: 22 clusters Score -2.481384e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 27507 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 11147 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31587 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 33291 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 67902 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813822.000000 Penalty: 42822.269531
Iteration 206Q: 22 clusters Score -2.481382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 27496 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6740 members 
Mstep: Class 7 contains 11146 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31588 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33272 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 67915 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813832.000000 Penalty: 42822.269531
Iteration 207Q: 22 clusters Score -2.481383e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 27477 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6744 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 16489 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31592 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33259 members 
Mstep: Class 15 contains 5502 members 
Mstep: Class 16 contains 67925 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813838.000000 Penalty: 42822.269531
Iteration 208Q: 22 clusters Score -2.481384e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 27461 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6749 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 16486 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 31593 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33251 members 
Mstep: Class 15 contains 5501 members 
Mstep: Class 16 contains 67937 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813820.000000 Penalty: 42822.269531
Iteration 209Q: 22 clusters Score -2.481382e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 27435 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 11137 members 
Mstep: Class 8 contains 16485 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31594 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33235 members 
Mstep: Class 15 contains 5503 members 
Mstep: Class 16 contains 67949 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813814.000000 Penalty: 42822.269531
Iteration 210Q: 22 clusters Score -2.481381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 27418 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6763 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 16483 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31596 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14882 members 
Mstep: Class 14 contains 33222 members 
Mstep: Class 15 contains 5505 members 
Mstep: Class 16 contains 67957 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 2621 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813810.000000 Penalty: 42822.269531
Iteration 211Q: 22 clusters Score -2.481381e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 27402 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6768 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 16482 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31603 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33207 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 67964 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813816.000000 Penalty: 42822.269531
Iteration 212Q: 22 clusters Score -2.481382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 27389 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 11138 members 
Mstep: Class 8 contains 16478 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31609 members 
Mstep: Class 12 contains 3347 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 33195 members 
Mstep: Class 15 contains 5506 members 
Mstep: Class 16 contains 67972 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 2622 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813776.000000 Penalty: 42822.269531
Iteration 213Q: 22 clusters Score -2.481378e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 27373 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6777 members 
Mstep: Class 7 contains 11136 members 
Mstep: Class 8 contains 16472 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31611 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 33187 members 
Mstep: Class 15 contains 5508 members 
Mstep: Class 16 contains 67979 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813792.000000 Penalty: 42822.269531
Iteration 214Q: 22 clusters Score -2.481379e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 27352 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6790 members 
Mstep: Class 7 contains 11135 members 
Mstep: Class 8 contains 16468 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 31613 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14886 members 
Mstep: Class 14 contains 33176 members 
Mstep: Class 15 contains 5509 members 
Mstep: Class 16 contains 67987 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 2626 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813838.000000 Penalty: 42822.269531
Iteration 215Q: 22 clusters Score -2.481384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 27341 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6794 members 
Mstep: Class 7 contains 11133 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 31612 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14885 members 
Mstep: Class 14 contains 33163 members 
Mstep: Class 15 contains 5510 members 
Mstep: Class 16 contains 67991 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4166 members 
Mstep: Class 20 contains 2628 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813788.000000 Penalty: 42822.269531
Iteration 216Q: 22 clusters Score -2.481379e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 27328 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4596 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6799 members 
Mstep: Class 7 contains 11132 members 
Mstep: Class 8 contains 16464 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 31613 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14883 members 
Mstep: Class 14 contains 33149 members 
Mstep: Class 15 contains 5512 members 
Mstep: Class 16 contains 68002 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4167 members 
Mstep: Class 20 contains 2629 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813748.000000 Penalty: 42822.269531
Iteration 217Q: 22 clusters Score -2.481375e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 27321 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4594 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 11129 members 
Mstep: Class 8 contains 16466 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 31614 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14880 members 
Mstep: Class 14 contains 33136 members 
Mstep: Class 15 contains 5511 members 
Mstep: Class 16 contains 68012 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4168 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813752.000000 Penalty: 42822.269531
Iteration 218Q: 22 clusters Score -2.481375e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 27315 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6809 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 16463 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 31613 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14878 members 
Mstep: Class 14 contains 33123 members 
Mstep: Class 15 contains 5513 members 
Mstep: Class 16 contains 68018 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813774.000000 Penalty: 42822.269531
Iteration 219Q: 22 clusters Score -2.481377e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 27308 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4594 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6816 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4065 members 
Mstep: Class 11 contains 31613 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14877 members 
Mstep: Class 14 contains 33116 members 
Mstep: Class 15 contains 5513 members 
Mstep: Class 16 contains 68024 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813718.000000 Penalty: 42822.269531
Iteration 220F: 22 clusters Score -2.481372e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 27293 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6828 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 16462 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 31614 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 33113 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 68024 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813726.000000 Penalty: 42822.269531
Iteration 221Q: 22 clusters Score -2.481373e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 27278 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 11128 members 
Mstep: Class 8 contains 16456 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 4059 members 
Mstep: Class 11 contains 31617 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 33117 members 
Mstep: Class 15 contains 5516 members 
Mstep: Class 16 contains 68027 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813712.000000 Penalty: 42822.269531
Iteration 222Q: 22 clusters Score -2.481371e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 27267 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4581 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6837 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 16454 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31621 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 14876 members 
Mstep: Class 14 contains 33124 members 
Mstep: Class 15 contains 5518 members 
Mstep: Class 16 contains 68030 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2632 members 
Mstep: Class 21 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813750.000000 Penalty: 42822.269531
Iteration 223Q: 22 clusters Score -2.481375e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 11125 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31625 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 14875 members 
Mstep: Class 14 contains 33120 members 
Mstep: Class 15 contains 5518 members 
Mstep: Class 16 contains 68036 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2634 members 
Mstep: Class 21 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813734.000000 Penalty: 42822.269531
Iteration 224Q: 22 clusters Score -2.481373e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 27253 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6840 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31627 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14873 members 
Mstep: Class 14 contains 33115 members 
Mstep: Class 15 contains 5519 members 
Mstep: Class 16 contains 68042 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813738.000000 Penalty: 42822.269531
Iteration 225Q: 22 clusters Score -2.481374e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 27235 members 
Mstep: Class 3 contains 4369 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6841 members 
Mstep: Class 7 contains 11126 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31630 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14869 members 
Mstep: Class 14 contains 33110 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 68051 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2635 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813728.000000 Penalty: 42822.269531
Iteration 226Q: 22 clusters Score -2.481373e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6841 members 
Mstep: Class 7 contains 11124 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31634 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 14864 members 
Mstep: Class 14 contains 33109 members 
Mstep: Class 15 contains 5534 members 
Mstep: Class 16 contains 68057 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813740.000000 Penalty: 42822.269531
Iteration 227Q: 22 clusters Score -2.481374e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 27210 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 11122 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 3333 members 
Mstep: Class 13 contains 14860 members 
Mstep: Class 14 contains 33105 members 
Mstep: Class 15 contains 5537 members 
Mstep: Class 16 contains 68060 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2641 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813730.000000 Penalty: 42822.269531
Iteration 228Q: 22 clusters Score -2.481373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 27202 members 
Mstep: Class 3 contains 4373 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31634 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14857 members 
Mstep: Class 14 contains 33095 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 68063 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4169 members 
Mstep: Class 20 contains 2643 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813736.000000 Penalty: 42822.269531
Iteration 229Q: 22 clusters Score -2.481374e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 27195 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 11121 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31634 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 14853 members 
Mstep: Class 14 contains 33089 members 
Mstep: Class 15 contains 5548 members 
Mstep: Class 16 contains 68065 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2644 members 
Mstep: Class 21 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813730.000000 Penalty: 42822.269531
Iteration 230Q: 22 clusters Score -2.481373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 27186 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4561 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6849 members 
Mstep: Class 7 contains 11118 members 
Mstep: Class 8 contains 16450 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31635 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 14849 members 
Mstep: Class 14 contains 33090 members 
Mstep: Class 15 contains 5553 members 
Mstep: Class 16 contains 68066 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4170 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813748.000000 Penalty: 42822.269531
Iteration 231Q: 22 clusters Score -2.481375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 27175 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 6851 members 
Mstep: Class 7 contains 11116 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 14846 members 
Mstep: Class 14 contains 33091 members 
Mstep: Class 15 contains 5559 members 
Mstep: Class 16 contains 68072 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4173 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813730.000000 Penalty: 42822.269531
Iteration 232Q: 22 clusters Score -2.481373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 27165 members 
Mstep: Class 3 contains 4374 members 
Mstep: Class 4 contains 4559 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6853 members 
Mstep: Class 7 contains 11114 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 33084 members 
Mstep: Class 15 contains 5566 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4175 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813748.000000 Penalty: 42822.269531
Iteration 233Q: 22 clusters Score -2.481375e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 27152 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4560 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6856 members 
Mstep: Class 7 contains 11110 members 
Mstep: Class 8 contains 16446 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31638 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 14838 members 
Mstep: Class 14 contains 33088 members 
Mstep: Class 15 contains 5570 members 
Mstep: Class 16 contains 68075 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 2652 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813754.000000 Penalty: 42822.269531
Iteration 234Q: 22 clusters Score -2.481375e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 27146 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 11109 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14836 members 
Mstep: Class 14 contains 33084 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 68070 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 2656 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813778.000000 Penalty: 42822.269531
Iteration 235Q: 22 clusters Score -2.481378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 27135 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4567 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 11107 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14836 members 
Mstep: Class 14 contains 33078 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 68072 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813808.000000 Penalty: 42822.269531
Iteration 236Q: 22 clusters Score -2.481381e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 27123 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6869 members 
Mstep: Class 7 contains 11106 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31635 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 33073 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 68078 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813836.000000 Penalty: 42822.269531
Iteration 237Q: 22 clusters Score -2.481384e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 27111 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 16440 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 33073 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 68085 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4176 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813854.000000 Penalty: 42822.269531
Iteration 238Q: 22 clusters Score -2.481385e+07 nChanged 50
Entering ConstructFrom: 
Score: -24813854.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (19077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Entering Unmasked Estep 
Score: -1716511.250000 Penalty: 1601.638794
	Iteration 0F: 2 clusters Score -1716511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1703448.375000 Penalty: 3203.277588
	Iteration 0F: 3 clusters Score -1703448 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1708235.375000 Penalty: 3203.277588
	Iteration 1F: 3 clusters Score -1708235 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1708582.125000 Penalty: 3203.277588
	Iteration 2F: 3 clusters Score -1708582 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1708906.125000 Penalty: 3203.277588
	Iteration 3Q: 3 clusters Score -1708906 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1709244.250000 Penalty: 3203.277588
	Iteration 4Q: 3 clusters Score -1709244 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1709682.250000 Penalty: 3203.277588
	Iteration 5Q: 3 clusters Score -1709682 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1710265.500000 Penalty: 3203.277588
	Iteration 6F: 3 clusters Score -1710266 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1711082.375000 Penalty: 3203.277588
	Iteration 7F: 3 clusters Score -1711082 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1712075.875000 Penalty: 3203.277588
	Iteration 8F: 3 clusters Score -1712076 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1713133.000000 Penalty: 3203.277588
	Iteration 9F: 3 clusters Score -1713133 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1713985.000000 Penalty: 3203.277588
	Iteration 10Q: 3 clusters Score -1713985 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -1714533.625000 Penalty: 3203.277588
	Iteration 11Q: 3 clusters Score -1714534 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1714863.500000 Penalty: 3203.277588
	Iteration 12Q: 3 clusters Score -1714864 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1715011.375000 Penalty: 3203.277588
	Iteration 13Q: 3 clusters Score -1715011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1715095.625000 Penalty: 3203.277588
	Iteration 14Q: 3 clusters Score -1715096 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -1715157.625000 Penalty: 3203.277588
	Iteration 15Q: 3 clusters Score -1715158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1715197.625000 Penalty: 3203.277588
	Iteration 16Q: 3 clusters Score -1715198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -1715215.250000 Penalty: 3203.277588
	Iteration 17Q: 3 clusters Score -1715215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -1715236.250000 Penalty: 3203.277588
	Iteration 18Q: 3 clusters Score -1715236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -1715249.500000 Penalty: 3203.277588
	Iteration 19Q: 3 clusters Score -1715250 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -1715259.000000 Penalty: 3203.277588
	Iteration 20F: 3 clusters Score -1715259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -1715263.000000 Penalty: 3203.277588
	Iteration 21Q: 3 clusters Score -1715263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -1715275.250000 Penalty: 3203.277588
	Iteration 22Q: 3 clusters Score -1715275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1715283.375000 Penalty: 3203.277588
	Iteration 23Q: 3 clusters Score -1715283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1715292.750000 Penalty: 3203.277588
	Iteration 24Q: 3 clusters Score -1715293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1715296.625000 Penalty: 3203.277588
	Iteration 25Q: 3 clusters Score -1715297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715302.125000 Penalty: 3203.277588
	Iteration 26Q: 3 clusters Score -1715302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1715299.875000 Penalty: 3203.277588
	Iteration 27Q: 3 clusters Score -1715300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1715301.875000 Penalty: 3203.277588
	Iteration 28Q: 3 clusters Score -1715302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -1715301.125000 Penalty: 3203.277588
	Iteration 29Q: 3 clusters Score -1715301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1715305.125000 Penalty: 3203.277588
	Iteration 30Q: 3 clusters Score -1715305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1715305.500000 Penalty: 3203.277588
	Iteration 31Q: 3 clusters Score -1715306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1715310.000000 Penalty: 3203.277588
	Iteration 32Q: 3 clusters Score -1715310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1715313.375000 Penalty: 3203.277588
	Iteration 33Q: 3 clusters Score -1715313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715316.000000 Penalty: 3203.277588
	Iteration 34Q: 3 clusters Score -1715316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1715319.375000 Penalty: 3203.277588
	Iteration 35Q: 3 clusters Score -1715319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -1715322.875000 Penalty: 3203.277588
	Iteration 36Q: 3 clusters Score -1715323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -1715327.500000 Penalty: 3203.277588
	Iteration 37Q: 3 clusters Score -1715328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1715328.375000 Penalty: 3203.277588
	Iteration 38Q: 3 clusters Score -1715328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1715328.375000 Penalty: 3203.277588
	Iteration 39Q: 3 clusters Score -1715328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1715332.250000 Penalty: 3203.277588
	Iteration 40F: 3 clusters Score -1715332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715335.000000 Penalty: 3203.277588
	Iteration 41Q: 3 clusters Score -1715335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715337.125000 Penalty: 3203.277588
	Iteration 42Q: 3 clusters Score -1715337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -1715339.875000 Penalty: 3203.277588
	Iteration 43Q: 3 clusters Score -1715340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1715336.250000 Penalty: 3203.277588
	Iteration 44Q: 3 clusters Score -1715336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -1715336.750000 Penalty: 3203.277588
	Iteration 45Q: 3 clusters Score -1715337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715340.125000 Penalty: 3203.277588
	Iteration 46Q: 3 clusters Score -1715340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -1715339.750000 Penalty: 3203.277588
	Iteration 47Q: 3 clusters Score -1715340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715339.500000 Penalty: 3203.277588
	Iteration 48Q: 3 clusters Score -1715340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -1715339.500000 Penalty: 3203.277588
	Iteration 49F: 3 clusters Score -1715340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Entering Unmasked Estep 
Score: -2501505.250000 Penalty: 1658.684448
	Iteration 0F: 2 clusters Score -2501505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2482932.500000 Penalty: 3317.368896
	Iteration 0F: 3 clusters Score -2482932 nChanged 12589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2490102.250000 Penalty: 3317.368896
	Iteration 1F: 3 clusters Score -2490102 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2490544.750000 Penalty: 3317.368896
	Iteration 2Q: 3 clusters Score -2490545 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2490960.250000 Penalty: 3317.368896
	Iteration 3Q: 3 clusters Score -2490960 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -2491387.250000 Penalty: 3317.368896
	Iteration 4Q: 3 clusters Score -2491387 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -2491829.500000 Penalty: 3317.368896
	Iteration 5Q: 3 clusters Score -2491830 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2492350.000000 Penalty: 3317.368896
	Iteration 6Q: 3 clusters Score -2492350 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -2492944.500000 Penalty: 3317.368896
	Iteration 7Q: 3 clusters Score -2492944 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -2493635.250000 Penalty: 3317.368896
	Iteration 8Q: 3 clusters Score -2493635 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2494441.500000 Penalty: 3317.368896
	Iteration 9Q: 3 clusters Score -2494442 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2495260.750000 Penalty: 3317.368896
	Iteration 10Q: 3 clusters Score -2495261 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2495973.250000 Penalty: 3317.368896
	Iteration 11Q: 3 clusters Score -2495973 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2496450.750000 Penalty: 3317.368896
	Iteration 12Q: 3 clusters Score -2496451 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2496759.500000 Penalty: 3317.368896
	Iteration 13Q: 3 clusters Score -2496760 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2497000.750000 Penalty: 3317.368896
	Iteration 14Q: 3 clusters Score -2497001 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2497165.250000 Penalty: 3317.368896
	Iteration 15Q: 3 clusters Score -2497165 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2497302.750000 Penalty: 3317.368896
	Iteration 16Q: 3 clusters Score -2497303 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -2497453.750000 Penalty: 3317.368896
	Iteration 17Q: 3 clusters Score -2497454 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2497624.500000 Penalty: 3317.368896
	Iteration 18Q: 3 clusters Score -2497624 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2497815.750000 Penalty: 3317.368896
	Iteration 19Q: 3 clusters Score -2497816 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2498056.500000 Penalty: 3317.368896
	Iteration 20F: 3 clusters Score -2498056 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2498270.000000 Penalty: 3317.368896
	Iteration 21Q: 3 clusters Score -2498270 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2498518.000000 Penalty: 3317.368896
	Iteration 22Q: 3 clusters Score -2498518 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2498725.500000 Penalty: 3317.368896
	Iteration 23Q: 3 clusters Score -2498726 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2498905.250000 Penalty: 3317.368896
	Iteration 24Q: 3 clusters Score -2498905 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2499083.250000 Penalty: 3317.368896
	Iteration 25Q: 3 clusters Score -2499083 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2499284.000000 Penalty: 3317.368896
	Iteration 26Q: 3 clusters Score -2499284 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2499440.750000 Penalty: 3317.368896
	Iteration 27Q: 3 clusters Score -2499441 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2499566.500000 Penalty: 3317.368896
	Iteration 28Q: 3 clusters Score -2499566 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2499668.000000 Penalty: 3317.368896
	Iteration 29Q: 3 clusters Score -2499668 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -2499725.000000 Penalty: 3317.368896
	Iteration 30Q: 3 clusters Score -2499725 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2499775.750000 Penalty: 3317.368896
	Iteration 31Q: 3 clusters Score -2499776 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2499829.500000 Penalty: 3317.368896
	Iteration 32Q: 3 clusters Score -2499830 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -2499864.500000 Penalty: 3317.368896
	Iteration 33Q: 3 clusters Score -2499864 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -2499884.250000 Penalty: 3317.368896
	Iteration 34Q: 3 clusters Score -2499884 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -2499917.250000 Penalty: 3317.368896
	Iteration 35Q: 3 clusters Score -2499917 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2499950.750000 Penalty: 3317.368896
	Iteration 36Q: 3 clusters Score -2499951 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2499982.500000 Penalty: 3317.368896
	Iteration 37Q: 3 clusters Score -2499982 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2500005.500000 Penalty: 3317.368896
	Iteration 38Q: 3 clusters Score -2500006 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2500021.500000 Penalty: 3317.368896
	Iteration 39Q: 3 clusters Score -2500022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2500046.000000 Penalty: 3317.368896
	Iteration 40F: 3 clusters Score -2500046 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -2500070.000000 Penalty: 3317.368896
	Iteration 41Q: 3 clusters Score -2500070 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2500083.500000 Penalty: 3317.368896
	Iteration 42Q: 3 clusters Score -2500084 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2500113.250000 Penalty: 3317.368896
	Iteration 43Q: 3 clusters Score -2500113 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -2500128.750000 Penalty: 3317.368896
	Iteration 44Q: 3 clusters Score -2500129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2500138.000000 Penalty: 3317.368896
	Iteration 45Q: 3 clusters Score -2500138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2500144.750000 Penalty: 3317.368896
	Iteration 46Q: 3 clusters Score -2500145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2500155.250000 Penalty: 3317.368896
	Iteration 47Q: 3 clusters Score -2500155 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2500169.250000 Penalty: 3317.368896
	Iteration 48Q: 3 clusters Score -2500169 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -2500190.750000 Penalty: 3317.368896
	Iteration 49Q: 3 clusters Score -2500191 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2500195.500000 Penalty: 3317.368896
	Iteration 50Q: 3 clusters Score -2500196 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2500219.750000 Penalty: 3317.368896
	Iteration 51Q: 3 clusters Score -2500220 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2500228.000000 Penalty: 3317.368896
	Iteration 52Q: 3 clusters Score -2500228 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2500239.250000 Penalty: 3317.368896
	Iteration 53Q: 3 clusters Score -2500239 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2500251.000000 Penalty: 3317.368896
	Iteration 54Q: 3 clusters Score -2500251 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -2500275.000000 Penalty: 3317.368896
	Iteration 55Q: 3 clusters Score -2500275 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2500295.750000 Penalty: 3317.368896
	Iteration 56Q: 3 clusters Score -2500296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2500327.250000 Penalty: 3317.368896
	Iteration 57Q: 3 clusters Score -2500327 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2500357.500000 Penalty: 3317.368896
	Iteration 58Q: 3 clusters Score -2500358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2500380.500000 Penalty: 3317.368896
	Iteration 59Q: 3 clusters Score -2500380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2500414.750000 Penalty: 3317.368896
	Iteration 60F: 3 clusters Score -2500415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2500454.500000 Penalty: 3317.368896
	Iteration 61Q: 3 clusters Score -2500454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -2500488.500000 Penalty: 3317.368896
	Iteration 62Q: 3 clusters Score -2500488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2500554.250000 Penalty: 3317.368896
	Iteration 63Q: 3 clusters Score -2500554 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2500595.250000 Penalty: 3317.368896
	Iteration 64Q: 3 clusters Score -2500595 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -2500664.000000 Penalty: 3317.368896
	Iteration 65Q: 3 clusters Score -2500664 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -2500723.000000 Penalty: 3317.368896
	Iteration 66Q: 3 clusters Score -2500723 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2500770.750000 Penalty: 3317.368896
	Iteration 67Q: 3 clusters Score -2500771 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -2500791.500000 Penalty: 3317.368896
	Iteration 68Q: 3 clusters Score -2500792 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -2500835.000000 Penalty: 3317.368896
	Iteration 69Q: 3 clusters Score -2500835 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2500864.500000 Penalty: 3317.368896
	Iteration 70Q: 3 clusters Score -2500864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2500885.250000 Penalty: 3317.368896
	Iteration 71Q: 3 clusters Score -2500885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -2500903.250000 Penalty: 3317.368896
	Iteration 72Q: 3 clusters Score -2500903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2500914.500000 Penalty: 3317.368896
	Iteration 73Q: 3 clusters Score -2500914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -2500925.250000 Penalty: 3317.368896
	Iteration 74Q: 3 clusters Score -2500925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -2500929.500000 Penalty: 3317.368896
	Iteration 75Q: 3 clusters Score -2500930 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2500941.250000 Penalty: 3317.368896
	Iteration 76Q: 3 clusters Score -2500941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -2500946.750000 Penalty: 3317.368896
	Iteration 77Q: 3 clusters Score -2500947 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2500951.750000 Penalty: 3317.368896
	Iteration 78Q: 3 clusters Score -2500952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -2500952.750000 Penalty: 3317.368896
	Iteration 79Q: 3 clusters Score -2500953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2500954.500000 Penalty: 3317.368896
	Iteration 80F: 3 clusters Score -2500954 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2500961.500000 Penalty: 3317.368896
	Iteration 81Q: 3 clusters Score -2500962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2500962.250000 Penalty: 3317.368896
	Iteration 82Q: 3 clusters Score -2500962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -2500969.500000 Penalty: 3317.368896
	Iteration 83Q: 3 clusters Score -2500970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2500970.250000 Penalty: 3317.368896
	Iteration 84Q: 3 clusters Score -2500970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2500968.000000 Penalty: 3317.368896
	Iteration 85Q: 3 clusters Score -2500968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2500971.000000 Penalty: 3317.368896
	Iteration 86Q: 3 clusters Score -2500971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2500973.250000 Penalty: 3317.368896
	Iteration 87Q: 3 clusters Score -2500973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2500972.750000 Penalty: 3317.368896
	Iteration 88Q: 3 clusters Score -2500973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2500969.250000 Penalty: 3317.368896
	Iteration 89Q: 3 clusters Score -2500969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2500972.000000 Penalty: 3317.368896
	Iteration 90Q: 3 clusters Score -2500972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2500972.500000 Penalty: 3317.368896
	Iteration 91Q: 3 clusters Score -2500972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2500976.750000 Penalty: 3317.368896
	Iteration 92Q: 3 clusters Score -2500977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2500974.000000 Penalty: 3317.368896
	Iteration 93Q: 3 clusters Score -2500974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2500973.500000 Penalty: 3317.368896
	Iteration 94Q: 3 clusters Score -2500974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2500976.000000 Penalty: 3317.368896
	Iteration 95Q: 3 clusters Score -2500976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2500973.000000 Penalty: 3317.368896
	Iteration 96Q: 3 clusters Score -2500973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2500973.000000 Penalty: 3317.368896
	Iteration 97Q: 3 clusters Score -2500973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2500968.000000 Penalty: 3317.368896
	Iteration 98Q: 3 clusters Score -2500968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2500971.500000 Penalty: 3317.368896
	Iteration 99Q: 3 clusters Score -2500972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2500975.000000 Penalty: 3317.368896
	Iteration 100F: 3 clusters Score -2500975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -2500972.250000 Penalty: 3317.368896
	Iteration 101Q: 3 clusters Score -2500972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2500972.750000 Penalty: 3317.368896
	Iteration 102Q: 3 clusters Score -2500973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2500969.500000 Penalty: 3317.368896
	Iteration 103Q: 3 clusters Score -2500970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -2500970.250000 Penalty: 3317.368896
	Iteration 104Q: 3 clusters Score -2500970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2500974.000000 Penalty: 3317.368896
	Iteration 105Q: 3 clusters Score -2500974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2500969.500000 Penalty: 3317.368896
	Iteration 106Q: 3 clusters Score -2500970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -2500970.250000 Penalty: 3317.368896
	Iteration 107Q: 3 clusters Score -2500970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -2500970.000000 Penalty: 3317.368896
	Iteration 108Q: 3 clusters Score -2500970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2500968.250000 Penalty: 3317.368896
	Iteration 109Q: 3 clusters Score -2500968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -2500976.500000 Penalty: 3317.368896
	Iteration 110Q: 3 clusters Score -2500976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2500980.500000 Penalty: 3317.368896
	Iteration 111Q: 3 clusters Score -2500980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2500979.500000 Penalty: 3317.368896
	Iteration 112Q: 3 clusters Score -2500980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2500984.250000 Penalty: 3317.368896
	Iteration 113Q: 3 clusters Score -2500984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2500986.500000 Penalty: 3317.368896
	Iteration 114Q: 3 clusters Score -2500986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2500985.000000 Penalty: 3317.368896
	Iteration 115Q: 3 clusters Score -2500985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2500985.500000 Penalty: 3317.368896
	Iteration 116Q: 3 clusters Score -2500986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2500986.250000 Penalty: 3317.368896
	Iteration 117Q: 3 clusters Score -2500986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2500986.000000 Penalty: 3317.368896
	Iteration 118Q: 3 clusters Score -2500986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2500987.750000 Penalty: 3317.368896
	Iteration 119Q: 3 clusters Score -2500988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2500987.750000 Penalty: 3317.368896
	Iteration 120F: 3 clusters Score -2500988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Entering Unmasked Estep 
Score: -351776.562500 Penalty: 1362.419312
	Iteration 0F: 2 clusters Score -351776.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -348218.031250 Penalty: 2724.838623
	Iteration 0F: 3 clusters Score -348218 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -349346.906250 Penalty: 2724.838623
	Iteration 1F: 3 clusters Score -349346.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -349640.218750 Penalty: 2724.838623
	Iteration 2F: 3 clusters Score -349640.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -349867.375000 Penalty: 2724.838623
	Iteration 3F: 3 clusters Score -349867.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -350035.281250 Penalty: 2724.838623
	Iteration 4F: 3 clusters Score -350035.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -350147.968750 Penalty: 2724.838623
	Iteration 5Q: 3 clusters Score -350148 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -350255.500000 Penalty: 2724.838623
	Iteration 6Q: 3 clusters Score -350255.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -350343.937500 Penalty: 2724.838623
	Iteration 7Q: 3 clusters Score -350343.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -350418.531250 Penalty: 2724.838623
	Iteration 8Q: 3 clusters Score -350418.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -350482.125000 Penalty: 2724.838623
	Iteration 9Q: 3 clusters Score -350482.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -350540.468750 Penalty: 2724.838623
	Iteration 10Q: 3 clusters Score -350540.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -350592.250000 Penalty: 2724.838623
	Iteration 11Q: 3 clusters Score -350592.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -350656.031250 Penalty: 2724.838623
	Iteration 12Q: 3 clusters Score -350656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -350707.781250 Penalty: 2724.838623
	Iteration 13Q: 3 clusters Score -350707.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -350742.375000 Penalty: 2724.838623
	Iteration 14Q: 3 clusters Score -350742.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -350771.562500 Penalty: 2724.838623
	Iteration 15Q: 3 clusters Score -350771.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -350796.781250 Penalty: 2724.838623
	Iteration 16Q: 3 clusters Score -350796.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -350818.312500 Penalty: 2724.838623
	Iteration 17Q: 3 clusters Score -350818.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -350829.531250 Penalty: 2724.838623
	Iteration 18Q: 3 clusters Score -350829.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -350842.187500 Penalty: 2724.838623
	Iteration 19Q: 3 clusters Score -350842.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -350853.281250 Penalty: 2724.838623
	Iteration 20F: 3 clusters Score -350853.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -350864.500000 Penalty: 2724.838623
	Iteration 21Q: 3 clusters Score -350864.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -350875.500000 Penalty: 2724.838623
	Iteration 22Q: 3 clusters Score -350875.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -350884.593750 Penalty: 2724.838623
	Iteration 23Q: 3 clusters Score -350884.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -350890.437500 Penalty: 2724.838623
	Iteration 24Q: 3 clusters Score -350890.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -350891.468750 Penalty: 2724.838623
	Iteration 25Q: 3 clusters Score -350891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -350892.500000 Penalty: 2724.838623
	Iteration 26Q: 3 clusters Score -350892.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -350895.062500 Penalty: 2724.838623
	Iteration 27Q: 3 clusters Score -350895.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -350897.343750 Penalty: 2724.838623
	Iteration 28Q: 3 clusters Score -350897.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -350899.531250 Penalty: 2724.838623
	Iteration 29Q: 3 clusters Score -350899.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -350900.687500 Penalty: 2724.838623
	Iteration 30Q: 3 clusters Score -350900.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -350902.687500 Penalty: 2724.838623
	Iteration 31Q: 3 clusters Score -350902.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -350905.468750 Penalty: 2724.838623
	Iteration 32Q: 3 clusters Score -350905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -350907.500000 Penalty: 2724.838623
	Iteration 33Q: 3 clusters Score -350907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -350907.968750 Penalty: 2724.838623
	Iteration 34Q: 3 clusters Score -350908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -350907.718750 Penalty: 2724.838623
	Iteration 35Q: 3 clusters Score -350907.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -350908.468750 Penalty: 2724.838623
	Iteration 36Q: 3 clusters Score -350908.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -350908.468750 Penalty: 2724.838623
	Iteration 37F: 3 clusters Score -350908.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -415105.906250 Penalty: 1369.431030
	Iteration 0F: 2 clusters Score -415105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -411419.875000 Penalty: 2738.862061
	Iteration 0F: 3 clusters Score -411419.9 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -412383.375000 Penalty: 2738.862061
	Iteration 1F: 3 clusters Score -412383.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -412546.875000 Penalty: 2738.862061
	Iteration 2F: 3 clusters Score -412546.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -412641.687500 Penalty: 2738.862061
	Iteration 3Q: 3 clusters Score -412641.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -412701.625000 Penalty: 2738.862061
	Iteration 4Q: 3 clusters Score -412701.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -412749.125000 Penalty: 2738.862061
	Iteration 5Q: 3 clusters Score -412749.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -412789.343750 Penalty: 2738.862061
	Iteration 6Q: 3 clusters Score -412789.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -412828.593750 Penalty: 2738.862061
	Iteration 7Q: 3 clusters Score -412828.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -412860.250000 Penalty: 2738.862061
	Iteration 8Q: 3 clusters Score -412860.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -412890.687500 Penalty: 2738.862061
	Iteration 9Q: 3 clusters Score -412890.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -412929.312500 Penalty: 2738.862061
	Iteration 10Q: 3 clusters Score -412929.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -412954.375000 Penalty: 2738.862061
	Iteration 11Q: 3 clusters Score -412954.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -412984.000000 Penalty: 2738.862061
	Iteration 12Q: 3 clusters Score -412984 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -413008.437500 Penalty: 2738.862061
	Iteration 13Q: 3 clusters Score -413008.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -413041.906250 Penalty: 2738.862061
	Iteration 14Q: 3 clusters Score -413041.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -413078.125000 Penalty: 2738.862061
	Iteration 15Q: 3 clusters Score -413078.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -413122.125000 Penalty: 2738.862061
	Iteration 16Q: 3 clusters Score -413122.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -413156.125000 Penalty: 2738.862061
	Iteration 17Q: 3 clusters Score -413156.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -413194.000000 Penalty: 2738.862061
	Iteration 18Q: 3 clusters Score -413194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -413233.218750 Penalty: 2738.862061
	Iteration 19Q: 3 clusters Score -413233.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -413279.062500 Penalty: 2738.862061
	Iteration 20F: 3 clusters Score -413279.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -413338.312500 Penalty: 2738.862061
	Iteration 21Q: 3 clusters Score -413338.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -413398.250000 Penalty: 2738.862061
	Iteration 22Q: 3 clusters Score -413398.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -413455.375000 Penalty: 2738.862061
	Iteration 23Q: 3 clusters Score -413455.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -413502.093750 Penalty: 2738.862061
	Iteration 24Q: 3 clusters Score -413502.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -413539.156250 Penalty: 2738.862061
	Iteration 25Q: 3 clusters Score -413539.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -413586.937500 Penalty: 2738.862061
	Iteration 26Q: 3 clusters Score -413586.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -413633.375000 Penalty: 2738.862061
	Iteration 27Q: 3 clusters Score -413633.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -413681.437500 Penalty: 2738.862061
	Iteration 28Q: 3 clusters Score -413681.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -413739.250000 Penalty: 2738.862061
	Iteration 29Q: 3 clusters Score -413739.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -413786.625000 Penalty: 2738.862061
	Iteration 30Q: 3 clusters Score -413786.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -413850.937500 Penalty: 2738.862061
	Iteration 31Q: 3 clusters Score -413850.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -413932.531250 Penalty: 2738.862061
	Iteration 32Q: 3 clusters Score -413932.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -413992.031250 Penalty: 2738.862061
	Iteration 33Q: 3 clusters Score -413992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -414035.781250 Penalty: 2738.862061
	Iteration 34Q: 3 clusters Score -414035.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -414087.937500 Penalty: 2738.862061
	Iteration 35Q: 3 clusters Score -414087.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -414130.843750 Penalty: 2738.862061
	Iteration 36Q: 3 clusters Score -414130.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -414163.437500 Penalty: 2738.862061
	Iteration 37Q: 3 clusters Score -414163.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -414179.000000 Penalty: 2738.862061
	Iteration 38Q: 3 clusters Score -414179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -414186.843750 Penalty: 2738.862061
	Iteration 39Q: 3 clusters Score -414186.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -414190.187500 Penalty: 2738.862061
	Iteration 40F: 3 clusters Score -414190.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -414193.187500 Penalty: 2738.862061
	Iteration 41Q: 3 clusters Score -414193.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -414195.625000 Penalty: 2738.862061
	Iteration 42Q: 3 clusters Score -414195.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -414199.187500 Penalty: 2738.862061
	Iteration 43Q: 3 clusters Score -414199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -414201.906250 Penalty: 2738.862061
	Iteration 44Q: 3 clusters Score -414201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -414202.500000 Penalty: 2738.862061
	Iteration 45Q: 3 clusters Score -414202.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -414202.593750 Penalty: 2738.862061
	Iteration 46Q: 3 clusters Score -414202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -414204.062500 Penalty: 2738.862061
	Iteration 47Q: 3 clusters Score -414204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -414204.875000 Penalty: 2738.862061
	Iteration 48Q: 3 clusters Score -414204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -414205.812500 Penalty: 2738.862061
	Iteration 49Q: 3 clusters Score -414205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -414205.906250 Penalty: 2738.862061
	Iteration 50Q: 3 clusters Score -414205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -414206.281250 Penalty: 2738.862061
	Iteration 51Q: 3 clusters Score -414206.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -414206.437500 Penalty: 2738.862061
	Iteration 52Q: 3 clusters Score -414206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -414207.093750 Penalty: 2738.862061
	Iteration 53Q: 3 clusters Score -414207.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -414207.562500 Penalty: 2738.862061
	Iteration 54Q: 3 clusters Score -414207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -414207.812500 Penalty: 2738.862061
	Iteration 55Q: 3 clusters Score -414207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -414207.812500 Penalty: 2738.862061
	Iteration 56F: 3 clusters Score -414207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -102746.007812 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -102746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -101106.773438 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -101106.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -101478.992188 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -101479 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -101626.375000 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -101626.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -101736.835938 Penalty: 2339.409668
	Iteration 3F: 3 clusters Score -101736.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -101836.921875 Penalty: 2339.409668
	Iteration 4F: 3 clusters Score -101836.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -101910.109375 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -101910.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -101961.718750 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -101961.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -102011.226562 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -102011.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -102055.351562 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -102055.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -102095.710938 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -102095.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -102125.312500 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -102125.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -102146.906250 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -102146.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -102172.585938 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -102172.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -102188.789062 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -102188.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -102198.515625 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -102198.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -102204.640625 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -102204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -102211.039062 Penalty: 2339.409668
	Iteration 16Q: 3 clusters Score -102211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -102216.507812 Penalty: 2339.409668
	Iteration 17Q: 3 clusters Score -102216.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -102220.890625 Penalty: 2339.409668
	Iteration 18Q: 3 clusters Score -102220.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102222.414062 Penalty: 2339.409668
	Iteration 19Q: 3 clusters Score -102222.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -102244.484375 Penalty: 2339.409668
	Iteration 20F: 3 clusters Score -102244.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -102270.890625 Penalty: 2339.409668
	Iteration 21Q: 3 clusters Score -102270.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102299.992188 Penalty: 2339.409668
	Iteration 22Q: 3 clusters Score -102300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -102319.867188 Penalty: 2339.409668
	Iteration 23Q: 3 clusters Score -102319.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -102331.140625 Penalty: 2339.409668
	Iteration 24Q: 3 clusters Score -102331.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102338.460938 Penalty: 2339.409668
	Iteration 25Q: 3 clusters Score -102338.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -102348.492188 Penalty: 2339.409668
	Iteration 26Q: 3 clusters Score -102348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102354.414062 Penalty: 2339.409668
	Iteration 27Q: 3 clusters Score -102354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -102362.851562 Penalty: 2339.409668
	Iteration 28Q: 3 clusters Score -102362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -102370.414062 Penalty: 2339.409668
	Iteration 29Q: 3 clusters Score -102370.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -102374.976562 Penalty: 2339.409668
	Iteration 30Q: 3 clusters Score -102375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102377.742188 Penalty: 2339.409668
	Iteration 31Q: 3 clusters Score -102377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102380.046875 Penalty: 2339.409668
	Iteration 32Q: 3 clusters Score -102380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -102384.343750 Penalty: 2339.409668
	Iteration 33Q: 3 clusters Score -102384.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -102400.648438 Penalty: 2339.409668
	Iteration 34Q: 3 clusters Score -102400.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102405.085938 Penalty: 2339.409668
	Iteration 35Q: 3 clusters Score -102405.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -102408.562500 Penalty: 2339.409668
	Iteration 36Q: 3 clusters Score -102408.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -102411.062500 Penalty: 2339.409668
	Iteration 37Q: 3 clusters Score -102411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -102411.312500 Penalty: 2339.409668
	Iteration 38Q: 3 clusters Score -102411.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -102411.312500 Penalty: 2339.409668
	Iteration 39F: 3 clusters Score -102411.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Entering Unmasked Estep 
Score: -610478.937500 Penalty: 1435.816284
	Iteration 0F: 2 clusters Score -610478.9 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 3376 members 
Entering Unmasked Estep 
Score: -605331.875000 Penalty: 2871.632568
	Iteration 0F: 3 clusters Score -605331.9 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -606967.125000 Penalty: 2871.632568
	Iteration 1F: 3 clusters Score -606967.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -607331.750000 Penalty: 2871.632568
	Iteration 2F: 3 clusters Score -607331.8 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -607748.250000 Penalty: 2871.632568
	Iteration 3F: 3 clusters Score -607748.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -608145.625000 Penalty: 2871.632568
	Iteration 4F: 3 clusters Score -608145.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -608501.000000 Penalty: 2871.632568
	Iteration 5F: 3 clusters Score -608501 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -608804.187500 Penalty: 2871.632568
	Iteration 6F: 3 clusters Score -608804.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -609070.312500 Penalty: 2871.632568
	Iteration 7F: 3 clusters Score -609070.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -609300.437500 Penalty: 2871.632568
	Iteration 8Q: 3 clusters Score -609300.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -609501.500000 Penalty: 2871.632568
	Iteration 9Q: 3 clusters Score -609501.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -609671.875000 Penalty: 2871.632568
	Iteration 10Q: 3 clusters Score -609671.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -609827.250000 Penalty: 2871.632568
	Iteration 11Q: 3 clusters Score -609827.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -609964.312500 Penalty: 2871.632568
	Iteration 12Q: 3 clusters Score -609964.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -610067.812500 Penalty: 2871.632568
	Iteration 13Q: 3 clusters Score -610067.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -610159.750000 Penalty: 2871.632568
	Iteration 14Q: 3 clusters Score -610159.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -610248.000000 Penalty: 2871.632568
	Iteration 15Q: 3 clusters Score -610248 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -610332.250000 Penalty: 2871.632568
	Iteration 16Q: 3 clusters Score -610332.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -610391.312500 Penalty: 2871.632568
	Iteration 17Q: 3 clusters Score -610391.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -610409.750000 Penalty: 2871.632568
	Iteration 18Q: 3 clusters Score -610409.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -610413.937500 Penalty: 2871.632568
	Iteration 19Q: 3 clusters Score -610413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -610419.187500 Penalty: 2871.632568
	Iteration 20F: 3 clusters Score -610419.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -610424.562500 Penalty: 2871.632568
	Iteration 21Q: 3 clusters Score -610424.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -610427.000000 Penalty: 2871.632568
	Iteration 22Q: 3 clusters Score -610427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -610427.250000 Penalty: 2871.632568
	Iteration 23Q: 3 clusters Score -610427.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -610427.500000 Penalty: 2871.632568
	Iteration 24Q: 3 clusters Score -610427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -610428.000000 Penalty: 2871.632568
	Iteration 25Q: 3 clusters Score -610428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -610428.000000 Penalty: 2871.632568
	Iteration 26F: 3 clusters Score -610428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Entering Unmasked Estep 
Score: -967887.125000 Penalty: 1513.668091
	Iteration 0F: 2 clusters Score -967887.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -960042.375000 Penalty: 3027.336182
	Iteration 0F: 3 clusters Score -960042.4 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -963077.562500 Penalty: 3027.336182
	Iteration 1F: 3 clusters Score -963077.6 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -963944.000000 Penalty: 3027.336182
	Iteration 2F: 3 clusters Score -963944 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -965027.500000 Penalty: 3027.336182
	Iteration 3F: 3 clusters Score -965027.5 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -966024.937500 Penalty: 3027.336182
	Iteration 4F: 3 clusters Score -966024.9 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -966647.062500 Penalty: 3027.336182
	Iteration 5F: 3 clusters Score -966647.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -966987.937500 Penalty: 3027.336182
	Iteration 6Q: 3 clusters Score -966987.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -967230.125000 Penalty: 3027.336182
	Iteration 7Q: 3 clusters Score -967230.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -967408.437500 Penalty: 3027.336182
	Iteration 8Q: 3 clusters Score -967408.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -967544.875000 Penalty: 3027.336182
	Iteration 9Q: 3 clusters Score -967544.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -967648.562500 Penalty: 3027.336182
	Iteration 10Q: 3 clusters Score -967648.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -967725.000000 Penalty: 3027.336182
	Iteration 11Q: 3 clusters Score -967725 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -967781.187500 Penalty: 3027.336182
	Iteration 12Q: 3 clusters Score -967781.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -967833.187500 Penalty: 3027.336182
	Iteration 13Q: 3 clusters Score -967833.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -967881.437500 Penalty: 3027.336182
	Iteration 14Q: 3 clusters Score -967881.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -967921.312500 Penalty: 3027.336182
	Iteration 15Q: 3 clusters Score -967921.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -967939.625000 Penalty: 3027.336182
	Iteration 16Q: 3 clusters Score -967939.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -967952.875000 Penalty: 3027.336182
	Iteration 17Q: 3 clusters Score -967952.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -967964.000000 Penalty: 3027.336182
	Iteration 18Q: 3 clusters Score -967964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -967968.625000 Penalty: 3027.336182
	Iteration 19Q: 3 clusters Score -967968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -967978.375000 Penalty: 3027.336182
	Iteration 20F: 3 clusters Score -967978.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -967986.750000 Penalty: 3027.336182
	Iteration 21Q: 3 clusters Score -967986.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -967992.062500 Penalty: 3027.336182
	Iteration 22Q: 3 clusters Score -967992.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -967994.062500 Penalty: 3027.336182
	Iteration 23Q: 3 clusters Score -967994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -967994.750000 Penalty: 3027.336182
	Iteration 24Q: 3 clusters Score -967994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -967996.125000 Penalty: 3027.336182
	Iteration 25Q: 3 clusters Score -967996.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -967996.812500 Penalty: 3027.336182
	Iteration 26Q: 3 clusters Score -967996.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -967998.062500 Penalty: 3027.336182
	Iteration 27Q: 3 clusters Score -967998.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -967997.375000 Penalty: 3027.336182
	Iteration 28Q: 3 clusters Score -967997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -967999.437500 Penalty: 3027.336182
	Iteration 29Q: 3 clusters Score -967999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -968000.125000 Penalty: 3027.336182
	Iteration 30Q: 3 clusters Score -968000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -967999.312500 Penalty: 3027.336182
	Iteration 31Q: 3 clusters Score -967999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -968001.250000 Penalty: 3027.336182
	Iteration 32Q: 3 clusters Score -968001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -968001.250000 Penalty: 3027.336182
	Iteration 33F: 3 clusters Score -968001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 781 members 
Mstep: Class 8 contains 16438 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31635 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 68087 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 5117 members 
Mstep: Class 22 contains 10321 members 
Entering Unmasked Estep 
Score: -24813366.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24813854.000000 to -24813366.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Entering Unmasked Estep 
Score: -1490248.375000 Penalty: 1577.444458
	Iteration 0F: 2 clusters Score -1490248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1479002.375000 Penalty: 3154.888916
	Iteration 0F: 3 clusters Score -1479002 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1482899.000000 Penalty: 3154.888916
	Iteration 1F: 3 clusters Score -1482899 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1483221.750000 Penalty: 3154.888916
	Iteration 2F: 3 clusters Score -1483222 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1483494.250000 Penalty: 3154.888916
	Iteration 3Q: 3 clusters Score -1483494 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1483743.375000 Penalty: 3154.888916
	Iteration 4Q: 3 clusters Score -1483743 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1484044.000000 Penalty: 3154.888916
	Iteration 5Q: 3 clusters Score -1484044 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1484398.000000 Penalty: 3154.888916
	Iteration 6Q: 3 clusters Score -1484398 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1484777.500000 Penalty: 3154.888916
	Iteration 7Q: 3 clusters Score -1484778 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1485232.875000 Penalty: 3154.888916
	Iteration 8Q: 3 clusters Score -1485233 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1485730.750000 Penalty: 3154.888916
	Iteration 9Q: 3 clusters Score -1485731 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -1486296.875000 Penalty: 3154.888916
	Iteration 10Q: 3 clusters Score -1486297 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1486824.625000 Penalty: 3154.888916
	Iteration 11Q: 3 clusters Score -1486825 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1487212.750000 Penalty: 3154.888916
	Iteration 12Q: 3 clusters Score -1487213 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1487456.875000 Penalty: 3154.888916
	Iteration 13Q: 3 clusters Score -1487457 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1487638.000000 Penalty: 3154.888916
	Iteration 14Q: 3 clusters Score -1487638 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1487760.125000 Penalty: 3154.888916
	Iteration 15Q: 3 clusters Score -1487760 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1487845.375000 Penalty: 3154.888916
	Iteration 16Q: 3 clusters Score -1487845 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1487921.125000 Penalty: 3154.888916
	Iteration 17Q: 3 clusters Score -1487921 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1488003.250000 Penalty: 3154.888916
	Iteration 18Q: 3 clusters Score -1488003 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1488066.750000 Penalty: 3154.888916
	Iteration 19Q: 3 clusters Score -1488067 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1488129.500000 Penalty: 3154.888916
	Iteration 20F: 3 clusters Score -1488130 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -1488186.875000 Penalty: 3154.888916
	Iteration 21Q: 3 clusters Score -1488187 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1488249.625000 Penalty: 3154.888916
	Iteration 22Q: 3 clusters Score -1488250 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -1488303.500000 Penalty: 3154.888916
	Iteration 23Q: 3 clusters Score -1488304 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1488352.750000 Penalty: 3154.888916
	Iteration 24Q: 3 clusters Score -1488353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1488388.125000 Penalty: 3154.888916
	Iteration 25Q: 3 clusters Score -1488388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1488426.250000 Penalty: 3154.888916
	Iteration 26Q: 3 clusters Score -1488426 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1488457.625000 Penalty: 3154.888916
	Iteration 27Q: 3 clusters Score -1488458 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1488480.375000 Penalty: 3154.888916
	Iteration 28Q: 3 clusters Score -1488480 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -1488498.625000 Penalty: 3154.888916
	Iteration 29Q: 3 clusters Score -1488499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -1488517.625000 Penalty: 3154.888916
	Iteration 30Q: 3 clusters Score -1488518 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1488543.625000 Penalty: 3154.888916
	Iteration 31Q: 3 clusters Score -1488544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1488570.500000 Penalty: 3154.888916
	Iteration 32Q: 3 clusters Score -1488570 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1488588.250000 Penalty: 3154.888916
	Iteration 33Q: 3 clusters Score -1488588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1488607.000000 Penalty: 3154.888916
	Iteration 34Q: 3 clusters Score -1488607 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1488623.500000 Penalty: 3154.888916
	Iteration 35Q: 3 clusters Score -1488624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -1488645.000000 Penalty: 3154.888916
	Iteration 36Q: 3 clusters Score -1488645 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1488671.000000 Penalty: 3154.888916
	Iteration 37Q: 3 clusters Score -1488671 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1488687.625000 Penalty: 3154.888916
	Iteration 38Q: 3 clusters Score -1488688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1488707.250000 Penalty: 3154.888916
	Iteration 39Q: 3 clusters Score -1488707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1488719.750000 Penalty: 3154.888916
	Iteration 40F: 3 clusters Score -1488720 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1488735.500000 Penalty: 3154.888916
	Iteration 41Q: 3 clusters Score -1488736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1488746.125000 Penalty: 3154.888916
	Iteration 42Q: 3 clusters Score -1488746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -1488764.250000 Penalty: 3154.888916
	Iteration 43Q: 3 clusters Score -1488764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1488769.875000 Penalty: 3154.888916
	Iteration 44Q: 3 clusters Score -1488770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -1488772.250000 Penalty: 3154.888916
	Iteration 45Q: 3 clusters Score -1488772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1488773.000000 Penalty: 3154.888916
	Iteration 46Q: 3 clusters Score -1488773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -1488781.125000 Penalty: 3154.888916
	Iteration 47Q: 3 clusters Score -1488781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -1488785.500000 Penalty: 3154.888916
	Iteration 48Q: 3 clusters Score -1488786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1488790.250000 Penalty: 3154.888916
	Iteration 49Q: 3 clusters Score -1488790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -1488794.375000 Penalty: 3154.888916
	Iteration 50Q: 3 clusters Score -1488794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1488794.625000 Penalty: 3154.888916
	Iteration 51Q: 3 clusters Score -1488795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1488801.625000 Penalty: 3154.888916
	Iteration 52Q: 3 clusters Score -1488802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -1488804.875000 Penalty: 3154.888916
	Iteration 53Q: 3 clusters Score -1488805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -1488806.750000 Penalty: 3154.888916
	Iteration 54Q: 3 clusters Score -1488807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1488808.750000 Penalty: 3154.888916
	Iteration 55Q: 3 clusters Score -1488809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -1488816.875000 Penalty: 3154.888916
	Iteration 56Q: 3 clusters Score -1488817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -1488817.000000 Penalty: 3154.888916
	Iteration 57Q: 3 clusters Score -1488817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -1488817.375000 Penalty: 3154.888916
	Iteration 58Q: 3 clusters Score -1488817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1488819.000000 Penalty: 3154.888916
	Iteration 59Q: 3 clusters Score -1488819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1488822.000000 Penalty: 3154.888916
	Iteration 60F: 3 clusters Score -1488822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1488824.250000 Penalty: 3154.888916
	Iteration 61Q: 3 clusters Score -1488824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -1488823.750000 Penalty: 3154.888916
	Iteration 62Q: 3 clusters Score -1488824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1488822.750000 Penalty: 3154.888916
	Iteration 63Q: 3 clusters Score -1488823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -1488823.375000 Penalty: 3154.888916
	Iteration 64Q: 3 clusters Score -1488823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -1488825.875000 Penalty: 3154.888916
	Iteration 65Q: 3 clusters Score -1488826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1488827.250000 Penalty: 3154.888916
	Iteration 66Q: 3 clusters Score -1488827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -1488832.250000 Penalty: 3154.888916
	Iteration 67Q: 3 clusters Score -1488832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1488833.125000 Penalty: 3154.888916
	Iteration 68Q: 3 clusters Score -1488833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1488834.750000 Penalty: 3154.888916
	Iteration 69Q: 3 clusters Score -1488835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -1488833.750000 Penalty: 3154.888916
	Iteration 70Q: 3 clusters Score -1488834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1488835.000000 Penalty: 3154.888916
	Iteration 71Q: 3 clusters Score -1488835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1488834.625000 Penalty: 3154.888916
	Iteration 72Q: 3 clusters Score -1488835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1488837.750000 Penalty: 3154.888916
	Iteration 73Q: 3 clusters Score -1488838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1488838.375000 Penalty: 3154.888916
	Iteration 74Q: 3 clusters Score -1488838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -1488839.250000 Penalty: 3154.888916
	Iteration 75Q: 3 clusters Score -1488839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1488838.250000 Penalty: 3154.888916
	Iteration 76Q: 3 clusters Score -1488838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1488838.250000 Penalty: 3154.888916
	Iteration 77F: 3 clusters Score -1488838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -468700.375000 Penalty: 1395.463135
	Iteration 0F: 2 clusters Score -468700.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -464502.250000 Penalty: 2790.926270
	Iteration 0F: 3 clusters Score -464502.2 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -465665.906250 Penalty: 2790.926270
	Iteration 1F: 3 clusters Score -465665.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -465834.531250 Penalty: 2790.926270
	Iteration 2F: 3 clusters Score -465834.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -465979.687500 Penalty: 2790.926270
	Iteration 3F: 3 clusters Score -465979.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -466101.562500 Penalty: 2790.926270
	Iteration 4Q: 3 clusters Score -466101.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -466211.375000 Penalty: 2790.926270
	Iteration 5Q: 3 clusters Score -466211.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -466331.000000 Penalty: 2790.926270
	Iteration 6Q: 3 clusters Score -466331 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -466435.281250 Penalty: 2790.926270
	Iteration 7Q: 3 clusters Score -466435.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -466542.968750 Penalty: 2790.926270
	Iteration 8Q: 3 clusters Score -466543 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -466641.531250 Penalty: 2790.926270
	Iteration 9Q: 3 clusters Score -466641.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -466723.656250 Penalty: 2790.926270
	Iteration 10Q: 3 clusters Score -466723.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -466795.750000 Penalty: 2790.926270
	Iteration 11Q: 3 clusters Score -466795.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -466861.343750 Penalty: 2790.926270
	Iteration 12Q: 3 clusters Score -466861.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -466934.375000 Penalty: 2790.926270
	Iteration 13Q: 3 clusters Score -466934.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -466996.437500 Penalty: 2790.926270
	Iteration 14Q: 3 clusters Score -466996.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -467047.687500 Penalty: 2790.926270
	Iteration 15Q: 3 clusters Score -467047.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -467098.250000 Penalty: 2790.926270
	Iteration 16Q: 3 clusters Score -467098.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -467149.218750 Penalty: 2790.926270
	Iteration 17Q: 3 clusters Score -467149.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -467202.312500 Penalty: 2790.926270
	Iteration 18Q: 3 clusters Score -467202.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -467243.281250 Penalty: 2790.926270
	Iteration 19Q: 3 clusters Score -467243.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -467271.531250 Penalty: 2790.926270
	Iteration 20F: 3 clusters Score -467271.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -467296.968750 Penalty: 2790.926270
	Iteration 21Q: 3 clusters Score -467297 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -467318.062500 Penalty: 2790.926270
	Iteration 22Q: 3 clusters Score -467318.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -467341.156250 Penalty: 2790.926270
	Iteration 23Q: 3 clusters Score -467341.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -467360.406250 Penalty: 2790.926270
	Iteration 24Q: 3 clusters Score -467360.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -467375.500000 Penalty: 2790.926270
	Iteration 25Q: 3 clusters Score -467375.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -467390.500000 Penalty: 2790.926270
	Iteration 26Q: 3 clusters Score -467390.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -467402.781250 Penalty: 2790.926270
	Iteration 27Q: 3 clusters Score -467402.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -467417.750000 Penalty: 2790.926270
	Iteration 28Q: 3 clusters Score -467417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -467429.375000 Penalty: 2790.926270
	Iteration 29Q: 3 clusters Score -467429.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -467436.343750 Penalty: 2790.926270
	Iteration 30Q: 3 clusters Score -467436.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -467443.843750 Penalty: 2790.926270
	Iteration 31Q: 3 clusters Score -467443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -467448.625000 Penalty: 2790.926270
	Iteration 32Q: 3 clusters Score -467448.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -467458.906250 Penalty: 2790.926270
	Iteration 33Q: 3 clusters Score -467458.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -467470.687500 Penalty: 2790.926270
	Iteration 34Q: 3 clusters Score -467470.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -467481.906250 Penalty: 2790.926270
	Iteration 35Q: 3 clusters Score -467481.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -467490.093750 Penalty: 2790.926270
	Iteration 36Q: 3 clusters Score -467490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -467495.656250 Penalty: 2790.926270
	Iteration 37Q: 3 clusters Score -467495.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -467505.218750 Penalty: 2790.926270
	Iteration 38Q: 3 clusters Score -467505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -467515.250000 Penalty: 2790.926270
	Iteration 39Q: 3 clusters Score -467515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -467518.125000 Penalty: 2790.926270
	Iteration 40F: 3 clusters Score -467518.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -467521.500000 Penalty: 2790.926270
	Iteration 41Q: 3 clusters Score -467521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -467521.531250 Penalty: 2790.926270
	Iteration 42Q: 3 clusters Score -467521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -467522.125000 Penalty: 2790.926270
	Iteration 43Q: 3 clusters Score -467522.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -467522.125000 Penalty: 2790.926270
	Iteration 44F: 3 clusters Score -467522.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Entering Unmasked Estep 
Score: -361297.937500 Penalty: 1350.042358
	Iteration 0F: 2 clusters Score -361297.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -357904.656250 Penalty: 2700.084717
	Iteration 0F: 3 clusters Score -357904.7 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -358830.000000 Penalty: 2700.084717
	Iteration 1F: 3 clusters Score -358830 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -359101.593750 Penalty: 2700.084717
	Iteration 2F: 3 clusters Score -359101.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -359348.500000 Penalty: 2700.084717
	Iteration 3F: 3 clusters Score -359348.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -359633.531250 Penalty: 2700.084717
	Iteration 4F: 3 clusters Score -359633.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -359955.812500 Penalty: 2700.084717
	Iteration 5F: 3 clusters Score -359955.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -360246.312500 Penalty: 2700.084717
	Iteration 6F: 3 clusters Score -360246.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -360484.093750 Penalty: 2700.084717
	Iteration 7F: 3 clusters Score -360484.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -360668.812500 Penalty: 2700.084717
	Iteration 8F: 3 clusters Score -360668.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -360765.031250 Penalty: 2700.084717
	Iteration 9Q: 3 clusters Score -360765 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -360817.593750 Penalty: 2700.084717
	Iteration 10Q: 3 clusters Score -360817.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -360860.687500 Penalty: 2700.084717
	Iteration 11Q: 3 clusters Score -360860.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -360890.343750 Penalty: 2700.084717
	Iteration 12Q: 3 clusters Score -360890.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -360911.000000 Penalty: 2700.084717
	Iteration 13Q: 3 clusters Score -360911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -360928.937500 Penalty: 2700.084717
	Iteration 14Q: 3 clusters Score -360928.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -360943.656250 Penalty: 2700.084717
	Iteration 15Q: 3 clusters Score -360943.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -360953.375000 Penalty: 2700.084717
	Iteration 16Q: 3 clusters Score -360953.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -360962.343750 Penalty: 2700.084717
	Iteration 17Q: 3 clusters Score -360962.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -360970.562500 Penalty: 2700.084717
	Iteration 18Q: 3 clusters Score -360970.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -360981.718750 Penalty: 2700.084717
	Iteration 19Q: 3 clusters Score -360981.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -360992.375000 Penalty: 2700.084717
	Iteration 20F: 3 clusters Score -360992.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -361006.687500 Penalty: 2700.084717
	Iteration 21Q: 3 clusters Score -361006.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -361020.187500 Penalty: 2700.084717
	Iteration 22Q: 3 clusters Score -361020.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -361028.843750 Penalty: 2700.084717
	Iteration 23Q: 3 clusters Score -361028.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -361036.437500 Penalty: 2700.084717
	Iteration 24Q: 3 clusters Score -361036.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -361045.000000 Penalty: 2700.084717
	Iteration 25Q: 3 clusters Score -361045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -361057.843750 Penalty: 2700.084717
	Iteration 26Q: 3 clusters Score -361057.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -361069.500000 Penalty: 2700.084717
	Iteration 27Q: 3 clusters Score -361069.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -361074.843750 Penalty: 2700.084717
	Iteration 28Q: 3 clusters Score -361074.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -361079.375000 Penalty: 2700.084717
	Iteration 29Q: 3 clusters Score -361079.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -361083.562500 Penalty: 2700.084717
	Iteration 30Q: 3 clusters Score -361083.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -361087.062500 Penalty: 2700.084717
	Iteration 31Q: 3 clusters Score -361087.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -361091.500000 Penalty: 2700.084717
	Iteration 32Q: 3 clusters Score -361091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -361094.687500 Penalty: 2700.084717
	Iteration 33Q: 3 clusters Score -361094.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -361101.093750 Penalty: 2700.084717
	Iteration 34Q: 3 clusters Score -361101.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -361108.437500 Penalty: 2700.084717
	Iteration 35Q: 3 clusters Score -361108.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -361116.437500 Penalty: 2700.084717
	Iteration 36Q: 3 clusters Score -361116.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -361131.062500 Penalty: 2700.084717
	Iteration 37Q: 3 clusters Score -361131.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -361147.812500 Penalty: 2700.084717
	Iteration 38Q: 3 clusters Score -361147.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -361161.812500 Penalty: 2700.084717
	Iteration 39Q: 3 clusters Score -361161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -361177.937500 Penalty: 2700.084717
	Iteration 40F: 3 clusters Score -361177.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -361187.937500 Penalty: 2700.084717
	Iteration 41Q: 3 clusters Score -361187.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -361191.562500 Penalty: 2700.084717
	Iteration 42Q: 3 clusters Score -361191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -361194.031250 Penalty: 2700.084717
	Iteration 43Q: 3 clusters Score -361194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -361196.375000 Penalty: 2700.084717
	Iteration 44Q: 3 clusters Score -361196.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361196.093750 Penalty: 2700.084717
	Iteration 45Q: 3 clusters Score -361196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -361196.093750 Penalty: 2700.084717
	Iteration 46F: 3 clusters Score -361196.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Entering Unmasked Estep 
Score: -2942326.500000 Penalty: 1683.828125
	Iteration 0F: 2 clusters Score -2942326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2921100.250000 Penalty: 3367.656250
	Iteration 0F: 3 clusters Score -2921100 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2929409.750000 Penalty: 3367.656250
	Iteration 1F: 3 clusters Score -2929410 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2929925.000000 Penalty: 3367.656250
	Iteration 2Q: 3 clusters Score -2929925 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2930441.500000 Penalty: 3367.656250
	Iteration 3Q: 3 clusters Score -2930442 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2931134.000000 Penalty: 3367.656250
	Iteration 4Q: 3 clusters Score -2931134 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2932110.750000 Penalty: 3367.656250
	Iteration 5F: 3 clusters Score -2932111 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2933499.750000 Penalty: 3367.656250
	Iteration 6F: 3 clusters Score -2933500 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2935348.500000 Penalty: 3367.656250
	Iteration 7F: 3 clusters Score -2935348 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -2937268.000000 Penalty: 3367.656250
	Iteration 8F: 3 clusters Score -2937268 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2938772.000000 Penalty: 3367.656250
	Iteration 9F: 3 clusters Score -2938772 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2939766.000000 Penalty: 3367.656250
	Iteration 10Q: 3 clusters Score -2939766 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2940285.000000 Penalty: 3367.656250
	Iteration 11Q: 3 clusters Score -2940285 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2940537.000000 Penalty: 3367.656250
	Iteration 12Q: 3 clusters Score -2940537 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2940662.750000 Penalty: 3367.656250
	Iteration 13Q: 3 clusters Score -2940663 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2940727.000000 Penalty: 3367.656250
	Iteration 14Q: 3 clusters Score -2940727 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31360 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -2940774.500000 Penalty: 3367.656250
	Iteration 15Q: 3 clusters Score -2940774 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2940801.750000 Penalty: 3367.656250
	Iteration 16Q: 3 clusters Score -2940802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2940822.500000 Penalty: 3367.656250
	Iteration 17Q: 3 clusters Score -2940822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2940831.750000 Penalty: 3367.656250
	Iteration 18Q: 3 clusters Score -2940832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2940842.000000 Penalty: 3367.656250
	Iteration 19Q: 3 clusters Score -2940842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2940845.000000 Penalty: 3367.656250
	Iteration 20F: 3 clusters Score -2940845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -2940847.000000 Penalty: 3367.656250
	Iteration 21Q: 3 clusters Score -2940847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2940850.500000 Penalty: 3367.656250
	Iteration 22Q: 3 clusters Score -2940850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -2940855.500000 Penalty: 3367.656250
	Iteration 23Q: 3 clusters Score -2940856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2940860.750000 Penalty: 3367.656250
	Iteration 24Q: 3 clusters Score -2940861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2940860.500000 Penalty: 3367.656250
	Iteration 25Q: 3 clusters Score -2940860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2940860.500000 Penalty: 3367.656250
	Iteration 26F: 3 clusters Score -2940860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Entering Unmasked Estep 
Score: -294204.875000 Penalty: 1318.383057
	Iteration 0F: 2 clusters Score -294204.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -291290.531250 Penalty: 2636.766113
	Iteration 0F: 3 clusters Score -291290.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -292077.062500 Penalty: 2636.766113
	Iteration 1F: 3 clusters Score -292077.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -292285.875000 Penalty: 2636.766113
	Iteration 2F: 3 clusters Score -292285.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -292465.031250 Penalty: 2636.766113
	Iteration 3F: 3 clusters Score -292465 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -292604.750000 Penalty: 2636.766113
	Iteration 4F: 3 clusters Score -292604.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -292718.125000 Penalty: 2636.766113
	Iteration 5Q: 3 clusters Score -292718.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -292792.406250 Penalty: 2636.766113
	Iteration 6Q: 3 clusters Score -292792.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292842.500000 Penalty: 2636.766113
	Iteration 7Q: 3 clusters Score -292842.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -292877.812500 Penalty: 2636.766113
	Iteration 8Q: 3 clusters Score -292877.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -292912.968750 Penalty: 2636.766113
	Iteration 9Q: 3 clusters Score -292913 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -292947.843750 Penalty: 2636.766113
	Iteration 10Q: 3 clusters Score -292947.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -292981.312500 Penalty: 2636.766113
	Iteration 11Q: 3 clusters Score -292981.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -293003.562500 Penalty: 2636.766113
	Iteration 12Q: 3 clusters Score -293003.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -293018.500000 Penalty: 2636.766113
	Iteration 13Q: 3 clusters Score -293018.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -293032.312500 Penalty: 2636.766113
	Iteration 14Q: 3 clusters Score -293032.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -293045.781250 Penalty: 2636.766113
	Iteration 15Q: 3 clusters Score -293045.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -293053.062500 Penalty: 2636.766113
	Iteration 16Q: 3 clusters Score -293053.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -293061.281250 Penalty: 2636.766113
	Iteration 17Q: 3 clusters Score -293061.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -293069.156250 Penalty: 2636.766113
	Iteration 18Q: 3 clusters Score -293069.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -293077.093750 Penalty: 2636.766113
	Iteration 19Q: 3 clusters Score -293077.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -293088.781250 Penalty: 2636.766113
	Iteration 20F: 3 clusters Score -293088.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -293099.375000 Penalty: 2636.766113
	Iteration 21Q: 3 clusters Score -293099.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -293111.062500 Penalty: 2636.766113
	Iteration 22Q: 3 clusters Score -293111.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -293119.406250 Penalty: 2636.766113
	Iteration 23Q: 3 clusters Score -293119.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -293125.687500 Penalty: 2636.766113
	Iteration 24Q: 3 clusters Score -293125.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -293132.187500 Penalty: 2636.766113
	Iteration 25Q: 3 clusters Score -293132.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -293137.281250 Penalty: 2636.766113
	Iteration 26Q: 3 clusters Score -293137.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -293142.312500 Penalty: 2636.766113
	Iteration 27Q: 3 clusters Score -293142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -293147.375000 Penalty: 2636.766113
	Iteration 28Q: 3 clusters Score -293147.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -293150.343750 Penalty: 2636.766113
	Iteration 29Q: 3 clusters Score -293150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -293151.187500 Penalty: 2636.766113
	Iteration 30Q: 3 clusters Score -293151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -293153.937500 Penalty: 2636.766113
	Iteration 31Q: 3 clusters Score -293153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -293157.093750 Penalty: 2636.766113
	Iteration 32Q: 3 clusters Score -293157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -293160.031250 Penalty: 2636.766113
	Iteration 33Q: 3 clusters Score -293160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -293162.843750 Penalty: 2636.766113
	Iteration 34Q: 3 clusters Score -293162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -293166.906250 Penalty: 2636.766113
	Iteration 35Q: 3 clusters Score -293166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293171.312500 Penalty: 2636.766113
	Iteration 36Q: 3 clusters Score -293171.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -293176.312500 Penalty: 2636.766113
	Iteration 37Q: 3 clusters Score -293176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -293185.875000 Penalty: 2636.766113
	Iteration 38Q: 3 clusters Score -293185.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -293191.000000 Penalty: 2636.766113
	Iteration 39Q: 3 clusters Score -293191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -293196.000000 Penalty: 2636.766113
	Iteration 40F: 3 clusters Score -293196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293200.968750 Penalty: 2636.766113
	Iteration 41Q: 3 clusters Score -293201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -293205.687500 Penalty: 2636.766113
	Iteration 42Q: 3 clusters Score -293205.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -293210.375000 Penalty: 2636.766113
	Iteration 43Q: 3 clusters Score -293210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -293213.375000 Penalty: 2636.766113
	Iteration 44Q: 3 clusters Score -293213.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -293215.406250 Penalty: 2636.766113
	Iteration 45Q: 3 clusters Score -293215.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -293218.531250 Penalty: 2636.766113
	Iteration 46Q: 3 clusters Score -293218.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293219.906250 Penalty: 2636.766113
	Iteration 47Q: 3 clusters Score -293219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293220.093750 Penalty: 2636.766113
	Iteration 48Q: 3 clusters Score -293220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -293221.156250 Penalty: 2636.766113
	Iteration 49Q: 3 clusters Score -293221.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -293223.375000 Penalty: 2636.766113
	Iteration 50Q: 3 clusters Score -293223.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -293223.375000 Penalty: 2636.766113
	Iteration 51F: 3 clusters Score -293223.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -1312909.000000 Penalty: 1560.760010
	Iteration 0F: 2 clusters Score -1312909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1302631.500000 Penalty: 3121.520020
	Iteration 0F: 3 clusters Score -1302632 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1306390.875000 Penalty: 3121.520020
	Iteration 1F: 3 clusters Score -1306391 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1306900.125000 Penalty: 3121.520020
	Iteration 2F: 3 clusters Score -1306900 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1307397.875000 Penalty: 3121.520020
	Iteration 3F: 3 clusters Score -1307398 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1307936.875000 Penalty: 3121.520020
	Iteration 4F: 3 clusters Score -1307937 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1308627.625000 Penalty: 3121.520020
	Iteration 5F: 3 clusters Score -1308628 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1309428.125000 Penalty: 3121.520020
	Iteration 6F: 3 clusters Score -1309428 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1310216.875000 Penalty: 3121.520020
	Iteration 7F: 3 clusters Score -1310217 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1310776.375000 Penalty: 3121.520020
	Iteration 8F: 3 clusters Score -1310776 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1311161.375000 Penalty: 3121.520020
	Iteration 9Q: 3 clusters Score -1311161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1311385.375000 Penalty: 3121.520020
	Iteration 10Q: 3 clusters Score -1311385 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1311524.500000 Penalty: 3121.520020
	Iteration 11Q: 3 clusters Score -1311524 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1311627.375000 Penalty: 3121.520020
	Iteration 12Q: 3 clusters Score -1311627 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1311714.250000 Penalty: 3121.520020
	Iteration 13Q: 3 clusters Score -1311714 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -1311785.250000 Penalty: 3121.520020
	Iteration 14Q: 3 clusters Score -1311785 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1311826.250000 Penalty: 3121.520020
	Iteration 15Q: 3 clusters Score -1311826 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1311869.000000 Penalty: 3121.520020
	Iteration 16Q: 3 clusters Score -1311869 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -1311902.500000 Penalty: 3121.520020
	Iteration 17Q: 3 clusters Score -1311902 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1311922.750000 Penalty: 3121.520020
	Iteration 18Q: 3 clusters Score -1311923 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1311948.125000 Penalty: 3121.520020
	Iteration 19Q: 3 clusters Score -1311948 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1311965.125000 Penalty: 3121.520020
	Iteration 20F: 3 clusters Score -1311965 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1311978.500000 Penalty: 3121.520020
	Iteration 21Q: 3 clusters Score -1311978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1311983.500000 Penalty: 3121.520020
	Iteration 22Q: 3 clusters Score -1311984 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1311990.625000 Penalty: 3121.520020
	Iteration 23Q: 3 clusters Score -1311991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1311992.375000 Penalty: 3121.520020
	Iteration 24Q: 3 clusters Score -1311992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1311992.875000 Penalty: 3121.520020
	Iteration 25Q: 3 clusters Score -1311993 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1311999.250000 Penalty: 3121.520020
	Iteration 26Q: 3 clusters Score -1311999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1311999.875000 Penalty: 3121.520020
	Iteration 27Q: 3 clusters Score -1312000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1312005.125000 Penalty: 3121.520020
	Iteration 28Q: 3 clusters Score -1312005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1312005.250000 Penalty: 3121.520020
	Iteration 29Q: 3 clusters Score -1312005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1312004.750000 Penalty: 3121.520020
	Iteration 30Q: 3 clusters Score -1312005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1312007.625000 Penalty: 3121.520020
	Iteration 31Q: 3 clusters Score -1312008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1312008.625000 Penalty: 3121.520020
	Iteration 32Q: 3 clusters Score -1312009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1312008.750000 Penalty: 3121.520020
	Iteration 33Q: 3 clusters Score -1312009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1312008.625000 Penalty: 3121.520020
	Iteration 34Q: 3 clusters Score -1312009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1312008.125000 Penalty: 3121.520020
	Iteration 35Q: 3 clusters Score -1312008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1312007.375000 Penalty: 3121.520020
	Iteration 36Q: 3 clusters Score -1312007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1312009.000000 Penalty: 3121.520020
	Iteration 37Q: 3 clusters Score -1312009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1312011.375000 Penalty: 3121.520020
	Iteration 38Q: 3 clusters Score -1312011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1312015.625000 Penalty: 3121.520020
	Iteration 39Q: 3 clusters Score -1312016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1312013.375000 Penalty: 3121.520020
	Iteration 40F: 3 clusters Score -1312013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1312013.875000 Penalty: 3121.520020
	Iteration 41Q: 3 clusters Score -1312014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1312014.000000 Penalty: 3121.520020
	Iteration 42Q: 3 clusters Score -1312014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1312014.500000 Penalty: 3121.520020
	Iteration 43Q: 3 clusters Score -1312014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1312013.625000 Penalty: 3121.520020
	Iteration 44Q: 3 clusters Score -1312014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1312015.000000 Penalty: 3121.520020
	Iteration 45Q: 3 clusters Score -1312015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1312012.625000 Penalty: 3121.520020
	Iteration 46Q: 3 clusters Score -1312013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1312012.625000 Penalty: 3121.520020
	Iteration 47F: 3 clusters Score -1312013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (33066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33066 members 
Entering Unmasked Estep 
Score: -2969768.000000 Penalty: 1691.017334
	Iteration 0F: 2 clusters Score -2969768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -2947592.750000 Penalty: 3382.034668
	Iteration 0F: 3 clusters Score -2947593 nChanged 15216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2955986.500000 Penalty: 3382.034668
	Iteration 1F: 3 clusters Score -2955986 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2956363.250000 Penalty: 3382.034668
	Iteration 2Q: 3 clusters Score -2956363 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -2956727.500000 Penalty: 3382.034668
	Iteration 3Q: 3 clusters Score -2956728 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2957090.750000 Penalty: 3382.034668
	Iteration 4Q: 3 clusters Score -2957091 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2957484.750000 Penalty: 3382.034668
	Iteration 5Q: 3 clusters Score -2957485 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2957972.750000 Penalty: 3382.034668
	Iteration 6Q: 3 clusters Score -2957973 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2958643.250000 Penalty: 3382.034668
	Iteration 7Q: 3 clusters Score -2958643 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2959530.000000 Penalty: 3382.034668
	Iteration 8Q: 3 clusters Score -2959530 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2960744.750000 Penalty: 3382.034668
	Iteration 9F: 3 clusters Score -2960745 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2962266.250000 Penalty: 3382.034668
	Iteration 10F: 3 clusters Score -2962266 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2963825.500000 Penalty: 3382.034668
	Iteration 11F: 3 clusters Score -2963826 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2965072.000000 Penalty: 3382.034668
	Iteration 12Q: 3 clusters Score -2965072 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2965878.250000 Penalty: 3382.034668
	Iteration 13Q: 3 clusters Score -2965878 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2966441.500000 Penalty: 3382.034668
	Iteration 14Q: 3 clusters Score -2966442 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2966926.750000 Penalty: 3382.034668
	Iteration 15Q: 3 clusters Score -2966927 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2967291.500000 Penalty: 3382.034668
	Iteration 16Q: 3 clusters Score -2967292 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2967561.500000 Penalty: 3382.034668
	Iteration 17Q: 3 clusters Score -2967562 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32014 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2967765.750000 Penalty: 3382.034668
	Iteration 18Q: 3 clusters Score -2967766 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2967886.750000 Penalty: 3382.034668
	Iteration 19Q: 3 clusters Score -2967887 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2967984.250000 Penalty: 3382.034668
	Iteration 20F: 3 clusters Score -2967984 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32457 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2968062.250000 Penalty: 3382.034668
	Iteration 21Q: 3 clusters Score -2968062 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2968123.500000 Penalty: 3382.034668
	Iteration 22Q: 3 clusters Score -2968124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2968161.750000 Penalty: 3382.034668
	Iteration 23Q: 3 clusters Score -2968162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2968193.250000 Penalty: 3382.034668
	Iteration 24Q: 3 clusters Score -2968193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2968210.250000 Penalty: 3382.034668
	Iteration 25Q: 3 clusters Score -2968210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2968221.500000 Penalty: 3382.034668
	Iteration 26Q: 3 clusters Score -2968222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2968231.750000 Penalty: 3382.034668
	Iteration 27Q: 3 clusters Score -2968232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2968247.000000 Penalty: 3382.034668
	Iteration 28Q: 3 clusters Score -2968247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2968256.000000 Penalty: 3382.034668
	Iteration 29Q: 3 clusters Score -2968256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2968268.750000 Penalty: 3382.034668
	Iteration 30Q: 3 clusters Score -2968269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32716 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2968271.750000 Penalty: 3382.034668
	Iteration 31Q: 3 clusters Score -2968272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32720 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2968274.250000 Penalty: 3382.034668
	Iteration 32Q: 3 clusters Score -2968274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2968277.750000 Penalty: 3382.034668
	Iteration 33Q: 3 clusters Score -2968278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2968276.750000 Penalty: 3382.034668
	Iteration 34Q: 3 clusters Score -2968277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2968279.250000 Penalty: 3382.034668
	Iteration 35Q: 3 clusters Score -2968279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2968281.500000 Penalty: 3382.034668
	Iteration 36Q: 3 clusters Score -2968282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2968281.500000 Penalty: 3382.034668
	Iteration 37F: 3 clusters Score -2968282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Entering Unmasked Estep 
Score: -504064.093750 Penalty: 1401.674438
	Iteration 0F: 2 clusters Score -504064.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -499682.750000 Penalty: 2803.348877
	Iteration 0F: 3 clusters Score -499682.8 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -500976.781250 Penalty: 2803.348877
	Iteration 1F: 3 clusters Score -500976.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -501183.281250 Penalty: 2803.348877
	Iteration 2F: 3 clusters Score -501183.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -501329.593750 Penalty: 2803.348877
	Iteration 3F: 3 clusters Score -501329.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -501462.187500 Penalty: 2803.348877
	Iteration 4Q: 3 clusters Score -501462.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -501577.687500 Penalty: 2803.348877
	Iteration 5Q: 3 clusters Score -501577.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -501689.781250 Penalty: 2803.348877
	Iteration 6Q: 3 clusters Score -501689.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -501796.093750 Penalty: 2803.348877
	Iteration 7Q: 3 clusters Score -501796.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -501942.968750 Penalty: 2803.348877
	Iteration 8Q: 3 clusters Score -501943 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -502093.843750 Penalty: 2803.348877
	Iteration 9Q: 3 clusters Score -502093.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -502237.625000 Penalty: 2803.348877
	Iteration 10Q: 3 clusters Score -502237.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -502358.968750 Penalty: 2803.348877
	Iteration 11Q: 3 clusters Score -502359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -502472.156250 Penalty: 2803.348877
	Iteration 12Q: 3 clusters Score -502472.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -502585.625000 Penalty: 2803.348877
	Iteration 13Q: 3 clusters Score -502585.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -502703.625000 Penalty: 2803.348877
	Iteration 14Q: 3 clusters Score -502703.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -502790.468750 Penalty: 2803.348877
	Iteration 15Q: 3 clusters Score -502790.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -502843.875000 Penalty: 2803.348877
	Iteration 16Q: 3 clusters Score -502843.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -502885.125000 Penalty: 2803.348877
	Iteration 17Q: 3 clusters Score -502885.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -502909.062500 Penalty: 2803.348877
	Iteration 18Q: 3 clusters Score -502909.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -502930.750000 Penalty: 2803.348877
	Iteration 19Q: 3 clusters Score -502930.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -502948.343750 Penalty: 2803.348877
	Iteration 20F: 3 clusters Score -502948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -502963.437500 Penalty: 2803.348877
	Iteration 21Q: 3 clusters Score -502963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -502975.093750 Penalty: 2803.348877
	Iteration 22Q: 3 clusters Score -502975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -502983.437500 Penalty: 2803.348877
	Iteration 23Q: 3 clusters Score -502983.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -502990.843750 Penalty: 2803.348877
	Iteration 24Q: 3 clusters Score -502990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -502994.125000 Penalty: 2803.348877
	Iteration 25Q: 3 clusters Score -502994.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -502998.000000 Penalty: 2803.348877
	Iteration 26Q: 3 clusters Score -502998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -503001.250000 Penalty: 2803.348877
	Iteration 27Q: 3 clusters Score -503001.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -503001.250000 Penalty: 2803.348877
	Iteration 28F: 3 clusters Score -503001.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (68087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68087 members 
Entering Unmasked Estep 
Score: -6318719.000000 Penalty: 1808.388062
	Iteration 0F: 2 clusters Score -6318719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6273406.500000 Penalty: 3616.776123
	Iteration 0F: 3 clusters Score -6273406 nChanged 32336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6292897.500000 Penalty: 3616.776123
	Iteration 1F: 3 clusters Score -6292898 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -6294195.500000 Penalty: 3616.776123
	Iteration 2Q: 3 clusters Score -6294196 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -6295898.000000 Penalty: 3616.776123
	Iteration 3F: 3 clusters Score -6295898 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -6298056.000000 Penalty: 3616.776123
	Iteration 4F: 3 clusters Score -6298056 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 34134 members 
Entering Unmasked Estep 
Score: -6300459.500000 Penalty: 3616.776123
	Iteration 5F: 3 clusters Score -6300460 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -6302892.000000 Penalty: 3616.776123
	Iteration 6F: 3 clusters Score -6302892 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -6304958.500000 Penalty: 3616.776123
	Iteration 7F: 3 clusters Score -6304958 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -6306446.500000 Penalty: 3616.776123
	Iteration 8Q: 3 clusters Score -6306446 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -6307344.000000 Penalty: 3616.776123
	Iteration 9Q: 3 clusters Score -6307344 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -6307935.500000 Penalty: 3616.776123
	Iteration 10Q: 3 clusters Score -6307936 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6308196.500000 Penalty: 3616.776123
	Iteration 11Q: 3 clusters Score -6308196 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -6308340.500000 Penalty: 3616.776123
	Iteration 12Q: 3 clusters Score -6308340 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
Score: -6308435.500000 Penalty: 3616.776123
	Iteration 13Q: 3 clusters Score -6308436 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -6308567.500000 Penalty: 3616.776123
	Iteration 14Q: 3 clusters Score -6308568 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -6308653.500000 Penalty: 3616.776123
	Iteration 15Q: 3 clusters Score -6308654 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -6308771.000000 Penalty: 3616.776123
	Iteration 16Q: 3 clusters Score -6308771 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -6308849.000000 Penalty: 3616.776123
	Iteration 17Q: 3 clusters Score -6308849 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -6308972.000000 Penalty: 3616.776123
	Iteration 18Q: 3 clusters Score -6308972 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -6309015.000000 Penalty: 3616.776123
	Iteration 19Q: 3 clusters Score -6309015 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -6309151.000000 Penalty: 3616.776123
	Iteration 20F: 3 clusters Score -6309151 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 40274 members 
Entering Unmasked Estep 
Score: -6309197.000000 Penalty: 3616.776123
	Iteration 21Q: 3 clusters Score -6309197 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -6309257.000000 Penalty: 3616.776123
	Iteration 22Q: 3 clusters Score -6309257 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -6309357.000000 Penalty: 3616.776123
	Iteration 23Q: 3 clusters Score -6309357 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -6309434.500000 Penalty: 3616.776123
	Iteration 24Q: 3 clusters Score -6309434 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -6309508.000000 Penalty: 3616.776123
	Iteration 25Q: 3 clusters Score -6309508 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -6309613.500000 Penalty: 3616.776123
	Iteration 26Q: 3 clusters Score -6309614 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -6309742.500000 Penalty: 3616.776123
	Iteration 27Q: 3 clusters Score -6309742 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -6309822.500000 Penalty: 3616.776123
	Iteration 28Q: 3 clusters Score -6309822 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -6309859.000000 Penalty: 3616.776123
	Iteration 29Q: 3 clusters Score -6309859 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6310004.000000 Penalty: 3616.776123
	Iteration 30Q: 3 clusters Score -6310004 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -6310129.500000 Penalty: 3616.776123
	Iteration 31Q: 3 clusters Score -6310130 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -6310234.000000 Penalty: 3616.776123
	Iteration 32Q: 3 clusters Score -6310234 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -6310343.000000 Penalty: 3616.776123
	Iteration 33Q: 3 clusters Score -6310343 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -6310491.500000 Penalty: 3616.776123
	Iteration 34Q: 3 clusters Score -6310492 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 49956 members 
Entering Unmasked Estep 
Score: -6310620.000000 Penalty: 3616.776123
	Iteration 35Q: 3 clusters Score -6310620 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 50806 members 
Entering Unmasked Estep 
Score: -6310776.000000 Penalty: 3616.776123
	Iteration 36Q: 3 clusters Score -6310776 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -6310996.000000 Penalty: 3616.776123
	Iteration 37Q: 3 clusters Score -6310996 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 52626 members 
Entering Unmasked Estep 
Score: -6311224.500000 Penalty: 3616.776123
	Iteration 38Q: 3 clusters Score -6311224 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 53592 members 
Entering Unmasked Estep 
Score: -6311509.500000 Penalty: 3616.776123
	Iteration 39Q: 3 clusters Score -6311510 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -6311809.000000 Penalty: 3616.776123
	Iteration 40F: 3 clusters Score -6311809 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -6312141.500000 Penalty: 3616.776123
	Iteration 41Q: 3 clusters Score -6312142 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -6312511.000000 Penalty: 3616.776123
	Iteration 42Q: 3 clusters Score -6312511 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -6312925.500000 Penalty: 3616.776123
	Iteration 43Q: 3 clusters Score -6312926 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -6313429.500000 Penalty: 3616.776123
	Iteration 44Q: 3 clusters Score -6313430 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 59519 members 
Entering Unmasked Estep 
Score: -6314004.000000 Penalty: 3616.776123
	Iteration 45Q: 3 clusters Score -6314004 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 60445 members 
Entering Unmasked Estep 
Score: -6314575.500000 Penalty: 3616.776123
	Iteration 46Q: 3 clusters Score -6314576 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 61310 members 
Entering Unmasked Estep 
Score: -6315117.500000 Penalty: 3616.776123
	Iteration 47Q: 3 clusters Score -6315118 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 62050 members 
Entering Unmasked Estep 
Score: -6315580.500000 Penalty: 3616.776123
	Iteration 48Q: 3 clusters Score -6315580 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 62653 members 
Entering Unmasked Estep 
Score: -6315927.000000 Penalty: 3616.776123
	Iteration 49Q: 3 clusters Score -6315927 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 63136 members 
Entering Unmasked Estep 
Score: -6316196.000000 Penalty: 3616.776123
	Iteration 50Q: 3 clusters Score -6316196 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 63532 members 
Entering Unmasked Estep 
Score: -6316387.500000 Penalty: 3616.776123
	Iteration 51Q: 3 clusters Score -6316388 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 63871 members 
Entering Unmasked Estep 
Score: -6316538.500000 Penalty: 3616.776123
	Iteration 52Q: 3 clusters Score -6316538 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -6316665.500000 Penalty: 3616.776123
	Iteration 53Q: 3 clusters Score -6316666 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 64392 members 
Entering Unmasked Estep 
Score: -6316729.000000 Penalty: 3616.776123
	Iteration 54Q: 3 clusters Score -6316729 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 64600 members 
Entering Unmasked Estep 
Score: -6316797.000000 Penalty: 3616.776123
	Iteration 55Q: 3 clusters Score -6316797 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 64786 members 
Entering Unmasked Estep 
Score: -6316827.000000 Penalty: 3616.776123
	Iteration 56Q: 3 clusters Score -6316827 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 64937 members 
Entering Unmasked Estep 
Score: -6316882.000000 Penalty: 3616.776123
	Iteration 57Q: 3 clusters Score -6316882 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 65071 members 
Entering Unmasked Estep 
Score: -6316936.000000 Penalty: 3616.776123
	Iteration 58Q: 3 clusters Score -6316936 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 65189 members 
Entering Unmasked Estep 
Score: -6316958.500000 Penalty: 3616.776123
	Iteration 59Q: 3 clusters Score -6316958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 65278 members 
Entering Unmasked Estep 
Score: -6316978.500000 Penalty: 3616.776123
	Iteration 60F: 3 clusters Score -6316978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6316997.000000 Penalty: 3616.776123
	Iteration 61Q: 3 clusters Score -6316997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 65424 members 
Entering Unmasked Estep 
Score: -6317022.500000 Penalty: 3616.776123
	Iteration 62Q: 3 clusters Score -6317022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -6317049.500000 Penalty: 3616.776123
	Iteration 63Q: 3 clusters Score -6317050 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 65575 members 
Entering Unmasked Estep 
Score: -6317060.500000 Penalty: 3616.776123
	Iteration 64Q: 3 clusters Score -6317060 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 65634 members 
Entering Unmasked Estep 
Score: -6317068.500000 Penalty: 3616.776123
	Iteration 65Q: 3 clusters Score -6317068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -6317081.500000 Penalty: 3616.776123
	Iteration 66Q: 3 clusters Score -6317082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 65730 members 
Entering Unmasked Estep 
Score: -6317097.000000 Penalty: 3616.776123
	Iteration 67Q: 3 clusters Score -6317097 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 65773 members 
Entering Unmasked Estep 
Score: -6317120.000000 Penalty: 3616.776123
	Iteration 68Q: 3 clusters Score -6317120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 65810 members 
Entering Unmasked Estep 
Score: -6317122.000000 Penalty: 3616.776123
	Iteration 69Q: 3 clusters Score -6317122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -6317137.000000 Penalty: 3616.776123
	Iteration 70Q: 3 clusters Score -6317137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -6317138.500000 Penalty: 3616.776123
	Iteration 71Q: 3 clusters Score -6317138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -6317145.000000 Penalty: 3616.776123
	Iteration 72Q: 3 clusters Score -6317145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 65887 members 
Entering Unmasked Estep 
Score: -6317147.500000 Penalty: 3616.776123
	Iteration 73Q: 3 clusters Score -6317148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 65895 members 
Entering Unmasked Estep 
Score: -6317149.000000 Penalty: 3616.776123
	Iteration 74Q: 3 clusters Score -6317149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -6317148.500000 Penalty: 3616.776123
	Iteration 75Q: 3 clusters Score -6317148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 65911 members 
Entering Unmasked Estep 
Score: -6317158.000000 Penalty: 3616.776123
	Iteration 76Q: 3 clusters Score -6317158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -6317159.000000 Penalty: 3616.776123
	Iteration 77Q: 3 clusters Score -6317159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -6317161.000000 Penalty: 3616.776123
	Iteration 78Q: 3 clusters Score -6317161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 65927 members 
Entering Unmasked Estep 
Score: -6317158.000000 Penalty: 3616.776123
	Iteration 79Q: 3 clusters Score -6317158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -6317152.000000 Penalty: 3616.776123
	Iteration 80F: 3 clusters Score -6317152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -6317156.000000 Penalty: 3616.776123
	Iteration 81Q: 3 clusters Score -6317156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 65936 members 
Entering Unmasked Estep 
Score: -6317149.500000 Penalty: 3616.776123
	Iteration 82Q: 3 clusters Score -6317150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 65945 members 
Entering Unmasked Estep 
Score: -6317154.000000 Penalty: 3616.776123
	Iteration 83Q: 3 clusters Score -6317154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 65958 members 
Entering Unmasked Estep 
Score: -6317146.000000 Penalty: 3616.776123
	Iteration 84Q: 3 clusters Score -6317146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -6317144.500000 Penalty: 3616.776123
	Iteration 85Q: 3 clusters Score -6317144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -6317150.500000 Penalty: 3616.776123
	Iteration 86Q: 3 clusters Score -6317150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 65994 members 
Entering Unmasked Estep 
Score: -6317144.500000 Penalty: 3616.776123
	Iteration 87Q: 3 clusters Score -6317144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 66006 members 
Entering Unmasked Estep 
Score: -6317150.500000 Penalty: 3616.776123
	Iteration 88Q: 3 clusters Score -6317150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 66015 members 
Entering Unmasked Estep 
Score: -6317153.500000 Penalty: 3616.776123
	Iteration 89Q: 3 clusters Score -6317154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -6317155.000000 Penalty: 3616.776123
	Iteration 90Q: 3 clusters Score -6317155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 66025 members 
Entering Unmasked Estep 
Score: -6317156.000000 Penalty: 3616.776123
	Iteration 91Q: 3 clusters Score -6317156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 66028 members 
Entering Unmasked Estep 
Score: -6317153.500000 Penalty: 3616.776123
	Iteration 92Q: 3 clusters Score -6317154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 66032 members 
Entering Unmasked Estep 
Score: -6317148.000000 Penalty: 3616.776123
	Iteration 93Q: 3 clusters Score -6317148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 66035 members 
Entering Unmasked Estep 
Score: -6317156.500000 Penalty: 3616.776123
	Iteration 94Q: 3 clusters Score -6317156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 66036 members 
Entering Unmasked Estep 
Score: -6317157.500000 Penalty: 3616.776123
	Iteration 95Q: 3 clusters Score -6317158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 66037 members 
Entering Unmasked Estep 
Score: -6317158.000000 Penalty: 3616.776123
	Iteration 96Q: 3 clusters Score -6317158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -6317154.500000 Penalty: 3616.776123
	Iteration 97Q: 3 clusters Score -6317154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 66040 members 
Entering Unmasked Estep 
Score: -6317156.500000 Penalty: 3616.776123
	Iteration 98Q: 3 clusters Score -6317156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 66042 members 
Entering Unmasked Estep 
Score: -6317155.500000 Penalty: 3616.776123
	Iteration 99Q: 3 clusters Score -6317156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 66044 members 
Entering Unmasked Estep 
Score: -6317152.500000 Penalty: 3616.776123
	Iteration 100F: 3 clusters Score -6317152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -6317152.500000 Penalty: 3616.776123
	Iteration 101Q: 3 clusters Score -6317152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 66051 members 
Entering Unmasked Estep 
Score: -6317150.000000 Penalty: 3616.776123
	Iteration 102Q: 3 clusters Score -6317150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 66053 members 
Entering Unmasked Estep 
Score: -6317156.500000 Penalty: 3616.776123
	Iteration 103Q: 3 clusters Score -6317156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 66055 members 
Entering Unmasked Estep 
Score: -6317155.000000 Penalty: 3616.776123
	Iteration 104Q: 3 clusters Score -6317155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 66057 members 
Entering Unmasked Estep 
Score: -6317155.000000 Penalty: 3616.776123
	Iteration 105Q: 3 clusters Score -6317155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -6317161.500000 Penalty: 3616.776123
	Iteration 106Q: 3 clusters Score -6317162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 66062 members 
Entering Unmasked Estep 
Score: -6317167.500000 Penalty: 3616.776123
	Iteration 107Q: 3 clusters Score -6317168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 66065 members 
Entering Unmasked Estep 
Score: -6317168.500000 Penalty: 3616.776123
	Iteration 108Q: 3 clusters Score -6317168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 66068 members 
Entering Unmasked Estep 
Score: -6317166.500000 Penalty: 3616.776123
	Iteration 109Q: 3 clusters Score -6317166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 66070 members 
Entering Unmasked Estep 
Score: -6317160.500000 Penalty: 3616.776123
	Iteration 110Q: 3 clusters Score -6317160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 66072 members 
Entering Unmasked Estep 
Score: -6317166.000000 Penalty: 3616.776123
	Iteration 111Q: 3 clusters Score -6317166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 66074 members 
Entering Unmasked Estep 
Score: -6317168.500000 Penalty: 3616.776123
	Iteration 112Q: 3 clusters Score -6317168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -6317168.000000 Penalty: 3616.776123
	Iteration 113Q: 3 clusters Score -6317168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -6317168.000000 Penalty: 3616.776123
	Iteration 114F: 3 clusters Score -6317168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -519765.375000 Penalty: 1408.972656
	Iteration 0F: 2 clusters Score -519765.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -515271.843750 Penalty: 2817.945312
	Iteration 0F: 3 clusters Score -515271.8 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -516609.156250 Penalty: 2817.945312
	Iteration 1F: 3 clusters Score -516609.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -516892.281250 Penalty: 2817.945312
	Iteration 2F: 3 clusters Score -516892.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -517126.625000 Penalty: 2817.945312
	Iteration 3F: 3 clusters Score -517126.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -517315.093750 Penalty: 2817.945312
	Iteration 4F: 3 clusters Score -517315.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -517470.593750 Penalty: 2817.945312
	Iteration 5Q: 3 clusters Score -517470.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -517614.687500 Penalty: 2817.945312
	Iteration 6Q: 3 clusters Score -517614.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -517753.625000 Penalty: 2817.945312
	Iteration 7Q: 3 clusters Score -517753.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -517886.187500 Penalty: 2817.945312
	Iteration 8Q: 3 clusters Score -517886.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -518053.375000 Penalty: 2817.945312
	Iteration 9Q: 3 clusters Score -518053.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -518252.343750 Penalty: 2817.945312
	Iteration 10Q: 3 clusters Score -518252.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -518435.250000 Penalty: 2817.945312
	Iteration 11Q: 3 clusters Score -518435.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -518586.500000 Penalty: 2817.945312
	Iteration 12Q: 3 clusters Score -518586.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -518707.781250 Penalty: 2817.945312
	Iteration 13Q: 3 clusters Score -518707.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -518804.031250 Penalty: 2817.945312
	Iteration 14Q: 3 clusters Score -518804 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -518880.156250 Penalty: 2817.945312
	Iteration 15Q: 3 clusters Score -518880.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -518925.187500 Penalty: 2817.945312
	Iteration 16Q: 3 clusters Score -518925.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -518963.781250 Penalty: 2817.945312
	Iteration 17Q: 3 clusters Score -518963.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -518988.406250 Penalty: 2817.945312
	Iteration 18Q: 3 clusters Score -518988.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -518999.187500 Penalty: 2817.945312
	Iteration 19Q: 3 clusters Score -518999.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -519013.093750 Penalty: 2817.945312
	Iteration 20F: 3 clusters Score -519013.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -519027.875000 Penalty: 2817.945312
	Iteration 21Q: 3 clusters Score -519027.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -519038.187500 Penalty: 2817.945312
	Iteration 22Q: 3 clusters Score -519038.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -519046.718750 Penalty: 2817.945312
	Iteration 23Q: 3 clusters Score -519046.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -519056.781250 Penalty: 2817.945312
	Iteration 24Q: 3 clusters Score -519056.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -519067.750000 Penalty: 2817.945312
	Iteration 25Q: 3 clusters Score -519067.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -519076.593750 Penalty: 2817.945312
	Iteration 26Q: 3 clusters Score -519076.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -519085.250000 Penalty: 2817.945312
	Iteration 27Q: 3 clusters Score -519085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -519092.812500 Penalty: 2817.945312
	Iteration 28Q: 3 clusters Score -519092.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -519097.437500 Penalty: 2817.945312
	Iteration 29Q: 3 clusters Score -519097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -519100.406250 Penalty: 2817.945312
	Iteration 30Q: 3 clusters Score -519100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -519102.312500 Penalty: 2817.945312
	Iteration 31Q: 3 clusters Score -519102.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -519102.625000 Penalty: 2817.945312
	Iteration 32Q: 3 clusters Score -519102.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -519105.125000 Penalty: 2817.945312
	Iteration 33Q: 3 clusters Score -519105.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -519105.125000 Penalty: 2817.945312
	Iteration 34F: 3 clusters Score -519105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Entering Unmasked Estep 
Score: -633131.250000 Penalty: 1440.613159
	Iteration 0F: 2 clusters Score -633131.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -627870.625000 Penalty: 2881.226318
	Iteration 0F: 3 clusters Score -627870.6 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -629656.250000 Penalty: 2881.226318
	Iteration 1F: 3 clusters Score -629656.2 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -630234.375000 Penalty: 2881.226318
	Iteration 2F: 3 clusters Score -630234.4 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -630924.187500 Penalty: 2881.226318
	Iteration 3F: 3 clusters Score -630924.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -631471.687500 Penalty: 2881.226318
	Iteration 4F: 3 clusters Score -631471.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -631819.500000 Penalty: 2881.226318
	Iteration 5F: 3 clusters Score -631819.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -632056.937500 Penalty: 2881.226318
	Iteration 6Q: 3 clusters Score -632056.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -632244.500000 Penalty: 2881.226318
	Iteration 7Q: 3 clusters Score -632244.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -632359.500000 Penalty: 2881.226318
	Iteration 8Q: 3 clusters Score -632359.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -632439.437500 Penalty: 2881.226318
	Iteration 9Q: 3 clusters Score -632439.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -632491.812500 Penalty: 2881.226318
	Iteration 10Q: 3 clusters Score -632491.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -632524.375000 Penalty: 2881.226318
	Iteration 11Q: 3 clusters Score -632524.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -632544.875000 Penalty: 2881.226318
	Iteration 12Q: 3 clusters Score -632544.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -632571.000000 Penalty: 2881.226318
	Iteration 13Q: 3 clusters Score -632571 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -632600.625000 Penalty: 2881.226318
	Iteration 14Q: 3 clusters Score -632600.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -632635.375000 Penalty: 2881.226318
	Iteration 15Q: 3 clusters Score -632635.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -632666.375000 Penalty: 2881.226318
	Iteration 16Q: 3 clusters Score -632666.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -632698.687500 Penalty: 2881.226318
	Iteration 17Q: 3 clusters Score -632698.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -632724.937500 Penalty: 2881.226318
	Iteration 18Q: 3 clusters Score -632724.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -632748.500000 Penalty: 2881.226318
	Iteration 19Q: 3 clusters Score -632748.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -632768.250000 Penalty: 2881.226318
	Iteration 20F: 3 clusters Score -632768.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -632791.250000 Penalty: 2881.226318
	Iteration 21Q: 3 clusters Score -632791.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -632809.000000 Penalty: 2881.226318
	Iteration 22Q: 3 clusters Score -632809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -632817.875000 Penalty: 2881.226318
	Iteration 23Q: 3 clusters Score -632817.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -632823.937500 Penalty: 2881.226318
	Iteration 24Q: 3 clusters Score -632823.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -632826.062500 Penalty: 2881.226318
	Iteration 25Q: 3 clusters Score -632826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -632829.187500 Penalty: 2881.226318
	Iteration 26Q: 3 clusters Score -632829.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -632828.750000 Penalty: 2881.226318
	Iteration 27Q: 3 clusters Score -632828.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -632829.812500 Penalty: 2881.226318
	Iteration 28Q: 3 clusters Score -632829.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -632831.437500 Penalty: 2881.226318
	Iteration 29Q: 3 clusters Score -632831.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -632831.812500 Penalty: 2881.226318
	Iteration 30Q: 3 clusters Score -632831.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -632832.562500 Penalty: 2881.226318
	Iteration 31Q: 3 clusters Score -632832.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -632834.500000 Penalty: 2881.226318
	Iteration 32Q: 3 clusters Score -632834.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -632836.375000 Penalty: 2881.226318
	Iteration 33Q: 3 clusters Score -632836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -632835.500000 Penalty: 2881.226318
	Iteration 34Q: 3 clusters Score -632835.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -632837.812500 Penalty: 2881.226318
	Iteration 35Q: 3 clusters Score -632837.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -632838.375000 Penalty: 2881.226318
	Iteration 36Q: 3 clusters Score -632838.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -632840.312500 Penalty: 2881.226318
	Iteration 37Q: 3 clusters Score -632840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -632841.000000 Penalty: 2881.226318
	Iteration 38Q: 3 clusters Score -632841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -632841.500000 Penalty: 2881.226318
	Iteration 39Q: 3 clusters Score -632841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -632841.500000 Penalty: 2881.226318
	Iteration 40F: 3 clusters Score -632841.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Entering Unmasked Estep 
Score: -357797.062500 Penalty: 1354.819214
	Iteration 0F: 2 clusters Score -357797.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -354301.562500 Penalty: 2709.638428
	Iteration 0F: 3 clusters Score -354301.6 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -355246.437500 Penalty: 2709.638428
	Iteration 1F: 3 clusters Score -355246.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -355479.750000 Penalty: 2709.638428
	Iteration 2F: 3 clusters Score -355479.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -355632.531250 Penalty: 2709.638428
	Iteration 3F: 3 clusters Score -355632.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -355767.093750 Penalty: 2709.638428
	Iteration 4Q: 3 clusters Score -355767.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -355876.781250 Penalty: 2709.638428
	Iteration 5Q: 3 clusters Score -355876.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -355986.125000 Penalty: 2709.638428
	Iteration 6Q: 3 clusters Score -355986.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -356102.656250 Penalty: 2709.638428
	Iteration 7Q: 3 clusters Score -356102.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -356224.750000 Penalty: 2709.638428
	Iteration 8Q: 3 clusters Score -356224.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -356326.500000 Penalty: 2709.638428
	Iteration 9Q: 3 clusters Score -356326.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -356437.500000 Penalty: 2709.638428
	Iteration 10Q: 3 clusters Score -356437.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -356560.218750 Penalty: 2709.638428
	Iteration 11Q: 3 clusters Score -356560.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -356682.656250 Penalty: 2709.638428
	Iteration 12Q: 3 clusters Score -356682.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -356786.031250 Penalty: 2709.638428
	Iteration 13Q: 3 clusters Score -356786 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -356862.406250 Penalty: 2709.638428
	Iteration 14Q: 3 clusters Score -356862.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -356936.468750 Penalty: 2709.638428
	Iteration 15Q: 3 clusters Score -356936.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -357012.437500 Penalty: 2709.638428
	Iteration 16Q: 3 clusters Score -357012.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -357065.343750 Penalty: 2709.638428
	Iteration 17Q: 3 clusters Score -357065.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -357093.500000 Penalty: 2709.638428
	Iteration 18Q: 3 clusters Score -357093.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -357111.968750 Penalty: 2709.638428
	Iteration 19Q: 3 clusters Score -357112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -357124.656250 Penalty: 2709.638428
	Iteration 20F: 3 clusters Score -357124.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -357138.625000 Penalty: 2709.638428
	Iteration 21Q: 3 clusters Score -357138.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -357154.656250 Penalty: 2709.638428
	Iteration 22Q: 3 clusters Score -357154.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -357171.000000 Penalty: 2709.638428
	Iteration 23Q: 3 clusters Score -357171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -357185.375000 Penalty: 2709.638428
	Iteration 24Q: 3 clusters Score -357185.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -357201.125000 Penalty: 2709.638428
	Iteration 25Q: 3 clusters Score -357201.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -357211.375000 Penalty: 2709.638428
	Iteration 26Q: 3 clusters Score -357211.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -357222.531250 Penalty: 2709.638428
	Iteration 27Q: 3 clusters Score -357222.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -357231.562500 Penalty: 2709.638428
	Iteration 28Q: 3 clusters Score -357231.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -357241.843750 Penalty: 2709.638428
	Iteration 29Q: 3 clusters Score -357241.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -357252.531250 Penalty: 2709.638428
	Iteration 30Q: 3 clusters Score -357252.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -357262.468750 Penalty: 2709.638428
	Iteration 31Q: 3 clusters Score -357262.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -357271.500000 Penalty: 2709.638428
	Iteration 32Q: 3 clusters Score -357271.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -357278.687500 Penalty: 2709.638428
	Iteration 33Q: 3 clusters Score -357278.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -357285.343750 Penalty: 2709.638428
	Iteration 34Q: 3 clusters Score -357285.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -357292.093750 Penalty: 2709.638428
	Iteration 35Q: 3 clusters Score -357292.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -357296.062500 Penalty: 2709.638428
	Iteration 36Q: 3 clusters Score -357296.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -357298.000000 Penalty: 2709.638428
	Iteration 37Q: 3 clusters Score -357298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -357299.218750 Penalty: 2709.638428
	Iteration 38Q: 3 clusters Score -357299.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -357301.062500 Penalty: 2709.638428
	Iteration 39Q: 3 clusters Score -357301.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -357301.562500 Penalty: 2709.638428
	Iteration 40F: 3 clusters Score -357301.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -357301.531250 Penalty: 2709.638428
	Iteration 41Q: 3 clusters Score -357301.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -357302.625000 Penalty: 2709.638428
	Iteration 42Q: 3 clusters Score -357302.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -357305.125000 Penalty: 2709.638428
	Iteration 43Q: 3 clusters Score -357305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -357306.937500 Penalty: 2709.638428
	Iteration 44Q: 3 clusters Score -357306.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -357308.812500 Penalty: 2709.638428
	Iteration 45Q: 3 clusters Score -357308.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -357312.562500 Penalty: 2709.638428
	Iteration 46Q: 3 clusters Score -357312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -357314.250000 Penalty: 2709.638428
	Iteration 47Q: 3 clusters Score -357314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -357315.500000 Penalty: 2709.638428
	Iteration 48Q: 3 clusters Score -357315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -357315.156250 Penalty: 2709.638428
	Iteration 49Q: 3 clusters Score -357315.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -357315.156250 Penalty: 2709.638428
	Iteration 50F: 3 clusters Score -357315.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -236602.906250 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -236602.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -234107.671875 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -234107.7 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -234704.359375 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -234704.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -234901.671875 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -234901.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -235055.359375 Penalty: 2563.952393
	Iteration 3F: 3 clusters Score -235055.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -235142.328125 Penalty: 2563.952393
	Iteration 4Q: 3 clusters Score -235142.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -235194.437500 Penalty: 2563.952393
	Iteration 5Q: 3 clusters Score -235194.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -235241.859375 Penalty: 2563.952393
	Iteration 6Q: 3 clusters Score -235241.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -235290.687500 Penalty: 2563.952393
	Iteration 7Q: 3 clusters Score -235290.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -235330.875000 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -235330.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -235376.640625 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -235376.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -235435.765625 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -235435.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -235507.703125 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -235507.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -235558.562500 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -235558.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -235599.031250 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -235599 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -235639.765625 Penalty: 2563.952393
	Iteration 14Q: 3 clusters Score -235639.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -235670.765625 Penalty: 2563.952393
	Iteration 15Q: 3 clusters Score -235670.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -235713.500000 Penalty: 2563.952393
	Iteration 16Q: 3 clusters Score -235713.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -235736.046875 Penalty: 2563.952393
	Iteration 17Q: 3 clusters Score -235736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -235759.359375 Penalty: 2563.952393
	Iteration 18Q: 3 clusters Score -235759.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -235774.062500 Penalty: 2563.952393
	Iteration 19Q: 3 clusters Score -235774.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -235795.015625 Penalty: 2563.952393
	Iteration 20F: 3 clusters Score -235795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -235812.437500 Penalty: 2563.952393
	Iteration 21Q: 3 clusters Score -235812.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -235827.046875 Penalty: 2563.952393
	Iteration 22Q: 3 clusters Score -235827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -235840.234375 Penalty: 2563.952393
	Iteration 23Q: 3 clusters Score -235840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -235846.843750 Penalty: 2563.952393
	Iteration 24Q: 3 clusters Score -235846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -235853.687500 Penalty: 2563.952393
	Iteration 25Q: 3 clusters Score -235853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -235859.281250 Penalty: 2563.952393
	Iteration 26Q: 3 clusters Score -235859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -235860.312500 Penalty: 2563.952393
	Iteration 27Q: 3 clusters Score -235860.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -235861.000000 Penalty: 2563.952393
	Iteration 28Q: 3 clusters Score -235861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -235861.000000 Penalty: 2563.952393
	Iteration 29F: 3 clusters Score -235861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Entering Unmasked Estep 
Score: -472210.468750 Penalty: 1387.802490
	Iteration 0F: 2 clusters Score -472210.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -468184.593750 Penalty: 2775.604980
	Iteration 0F: 3 clusters Score -468184.6 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -469284.500000 Penalty: 2775.604980
	Iteration 1F: 3 clusters Score -469284.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -469461.531250 Penalty: 2775.604980
	Iteration 2F: 3 clusters Score -469461.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -469568.656250 Penalty: 2775.604980
	Iteration 3Q: 3 clusters Score -469568.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -469645.875000 Penalty: 2775.604980
	Iteration 4Q: 3 clusters Score -469645.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -469706.437500 Penalty: 2775.604980
	Iteration 5Q: 3 clusters Score -469706.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -469756.125000 Penalty: 2775.604980
	Iteration 6Q: 3 clusters Score -469756.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -469809.968750 Penalty: 2775.604980
	Iteration 7Q: 3 clusters Score -469810 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -469865.906250 Penalty: 2775.604980
	Iteration 8Q: 3 clusters Score -469865.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -469906.031250 Penalty: 2775.604980
	Iteration 9Q: 3 clusters Score -469906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -469947.156250 Penalty: 2775.604980
	Iteration 10Q: 3 clusters Score -469947.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -469976.500000 Penalty: 2775.604980
	Iteration 11Q: 3 clusters Score -469976.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -470006.500000 Penalty: 2775.604980
	Iteration 12Q: 3 clusters Score -470006.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -470030.937500 Penalty: 2775.604980
	Iteration 13Q: 3 clusters Score -470030.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -470051.062500 Penalty: 2775.604980
	Iteration 14Q: 3 clusters Score -470051.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -470070.437500 Penalty: 2775.604980
	Iteration 15Q: 3 clusters Score -470070.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -470088.593750 Penalty: 2775.604980
	Iteration 16Q: 3 clusters Score -470088.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -470105.062500 Penalty: 2775.604980
	Iteration 17Q: 3 clusters Score -470105.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -470120.562500 Penalty: 2775.604980
	Iteration 18Q: 3 clusters Score -470120.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -470133.125000 Penalty: 2775.604980
	Iteration 19Q: 3 clusters Score -470133.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -470148.937500 Penalty: 2775.604980
	Iteration 20F: 3 clusters Score -470148.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -470167.343750 Penalty: 2775.604980
	Iteration 21Q: 3 clusters Score -470167.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -470191.500000 Penalty: 2775.604980
	Iteration 22Q: 3 clusters Score -470191.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -470211.687500 Penalty: 2775.604980
	Iteration 23Q: 3 clusters Score -470211.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -470229.218750 Penalty: 2775.604980
	Iteration 24Q: 3 clusters Score -470229.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -470247.125000 Penalty: 2775.604980
	Iteration 25Q: 3 clusters Score -470247.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -470265.687500 Penalty: 2775.604980
	Iteration 26Q: 3 clusters Score -470265.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -470294.593750 Penalty: 2775.604980
	Iteration 27Q: 3 clusters Score -470294.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -470327.312500 Penalty: 2775.604980
	Iteration 28Q: 3 clusters Score -470327.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -470363.375000 Penalty: 2775.604980
	Iteration 29Q: 3 clusters Score -470363.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -470396.093750 Penalty: 2775.604980
	Iteration 30Q: 3 clusters Score -470396.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -470429.906250 Penalty: 2775.604980
	Iteration 31Q: 3 clusters Score -470429.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -470461.562500 Penalty: 2775.604980
	Iteration 32Q: 3 clusters Score -470461.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -470497.156250 Penalty: 2775.604980
	Iteration 33Q: 3 clusters Score -470497.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -470532.875000 Penalty: 2775.604980
	Iteration 34Q: 3 clusters Score -470532.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -470565.750000 Penalty: 2775.604980
	Iteration 35Q: 3 clusters Score -470565.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -470600.593750 Penalty: 2775.604980
	Iteration 36Q: 3 clusters Score -470600.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -470632.656250 Penalty: 2775.604980
	Iteration 37Q: 3 clusters Score -470632.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -470669.281250 Penalty: 2775.604980
	Iteration 38Q: 3 clusters Score -470669.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -470698.750000 Penalty: 2775.604980
	Iteration 39Q: 3 clusters Score -470698.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -470726.968750 Penalty: 2775.604980
	Iteration 40F: 3 clusters Score -470727 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -470747.781250 Penalty: 2775.604980
	Iteration 41Q: 3 clusters Score -470747.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -470763.687500 Penalty: 2775.604980
	Iteration 42Q: 3 clusters Score -470763.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -470785.562500 Penalty: 2775.604980
	Iteration 43Q: 3 clusters Score -470785.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -470805.375000 Penalty: 2775.604980
	Iteration 44Q: 3 clusters Score -470805.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -470839.468750 Penalty: 2775.604980
	Iteration 45Q: 3 clusters Score -470839.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -470862.375000 Penalty: 2775.604980
	Iteration 46Q: 3 clusters Score -470862.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -470880.000000 Penalty: 2775.604980
	Iteration 47Q: 3 clusters Score -470880 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -470894.156250 Penalty: 2775.604980
	Iteration 48Q: 3 clusters Score -470894.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -470903.500000 Penalty: 2775.604980
	Iteration 49Q: 3 clusters Score -470903.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -470912.125000 Penalty: 2775.604980
	Iteration 50Q: 3 clusters Score -470912.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -470922.843750 Penalty: 2775.604980
	Iteration 51Q: 3 clusters Score -470922.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -470935.718750 Penalty: 2775.604980
	Iteration 52Q: 3 clusters Score -470935.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -470946.687500 Penalty: 2775.604980
	Iteration 53Q: 3 clusters Score -470946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -470953.312500 Penalty: 2775.604980
	Iteration 54Q: 3 clusters Score -470953.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -470958.750000 Penalty: 2775.604980
	Iteration 55Q: 3 clusters Score -470958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -470964.062500 Penalty: 2775.604980
	Iteration 56Q: 3 clusters Score -470964.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -470967.750000 Penalty: 2775.604980
	Iteration 57Q: 3 clusters Score -470967.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -470970.500000 Penalty: 2775.604980
	Iteration 58Q: 3 clusters Score -470970.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -470972.968750 Penalty: 2775.604980
	Iteration 59Q: 3 clusters Score -470973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -470977.437500 Penalty: 2775.604980
	Iteration 60F: 3 clusters Score -470977.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -470981.968750 Penalty: 2775.604980
	Iteration 61Q: 3 clusters Score -470982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -470982.031250 Penalty: 2775.604980
	Iteration 62Q: 3 clusters Score -470982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -470985.843750 Penalty: 2775.604980
	Iteration 63Q: 3 clusters Score -470985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -470987.937500 Penalty: 2775.604980
	Iteration 64Q: 3 clusters Score -470987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -470989.312500 Penalty: 2775.604980
	Iteration 65Q: 3 clusters Score -470989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -470991.062500 Penalty: 2775.604980
	Iteration 66Q: 3 clusters Score -470991.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -470993.000000 Penalty: 2775.604980
	Iteration 67Q: 3 clusters Score -470993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -470996.187500 Penalty: 2775.604980
	Iteration 68Q: 3 clusters Score -470996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -470998.375000 Penalty: 2775.604980
	Iteration 69Q: 3 clusters Score -470998.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -470998.562500 Penalty: 2775.604980
	Iteration 70Q: 3 clusters Score -470998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -470998.562500 Penalty: 2775.604980
	Iteration 71F: 3 clusters Score -470998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 3 contains 4377 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 16438 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31635 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 33066 members 
Mstep: Class 15 contains 5573 members 
Mstep: Class 16 contains 68087 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4177 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813842.000000 Penalty: 42822.269531
Iteration 239Q: 22 clusters Score -2.481384e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 27089 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 11102 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31633 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 33057 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 68094 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7081 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813836.000000 Penalty: 42822.269531
Iteration 240F: 22 clusters Score -2.481384e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 27083 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 4571 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 11101 members 
Mstep: Class 8 contains 16432 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31632 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 33051 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 68098 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7082 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813872.000000 Penalty: 42822.269531
Iteration 241Q: 22 clusters Score -2.481387e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 27072 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4566 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 11098 members 
Mstep: Class 8 contains 16429 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31633 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 68103 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813862.000000 Penalty: 42822.269531
Iteration 242Q: 22 clusters Score -2.481386e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 27068 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 11094 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31634 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14837 members 
Mstep: Class 14 contains 33043 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 68113 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4178 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813880.000000 Penalty: 42822.269531
Iteration 243Q: 22 clusters Score -2.481388e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 27056 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6895 members 
Mstep: Class 7 contains 11092 members 
Mstep: Class 8 contains 16419 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31636 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 14839 members 
Mstep: Class 14 contains 33040 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 68119 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4179 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813856.000000 Penalty: 42822.269531
Iteration 244Q: 22 clusters Score -2.481386e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 27046 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 11091 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 4056 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 14838 members 
Mstep: Class 14 contains 33032 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 68122 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 5115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813838.000000 Penalty: 42822.269531
Iteration 245Q: 22 clusters Score -2.481384e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 27036 members 
Mstep: Class 3 contains 4376 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 11090 members 
Mstep: Class 8 contains 16415 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 33020 members 
Mstep: Class 15 contains 5576 members 
Mstep: Class 16 contains 68124 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4180 members 
Mstep: Class 20 contains 2666 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813824.000000 Penalty: 42822.269531
Iteration 246Q: 22 clusters Score -2.481382e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 27024 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 16412 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 33009 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 68129 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813852.000000 Penalty: 42822.269531
Iteration 247Q: 22 clusters Score -2.481385e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 27017 members 
Mstep: Class 3 contains 4375 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6915 members 
Mstep: Class 7 contains 11085 members 
Mstep: Class 8 contains 16412 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31638 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 14845 members 
Mstep: Class 14 contains 32990 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 68129 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813852.000000 Penalty: 42822.269531
Iteration 248Q: 22 clusters Score -2.481385e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 27006 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4560 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 11080 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31640 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14843 members 
Mstep: Class 14 contains 32969 members 
Mstep: Class 15 contains 5571 members 
Mstep: Class 16 contains 68134 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7083 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813852.000000 Penalty: 42822.269531
Iteration 249Q: 22 clusters Score -2.481385e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 26997 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 4556 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 11070 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 32956 members 
Mstep: Class 15 contains 5575 members 
Mstep: Class 16 contains 68141 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7084 members 
Mstep: Class 19 contains 4181 members 
Mstep: Class 20 contains 2673 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813900.000000 Penalty: 42822.269531
Iteration 250Q: 22 clusters Score -2.48139e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 26983 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 4547 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6935 members 
Mstep: Class 7 contains 11065 members 
Mstep: Class 8 contains 16403 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31638 members 
Mstep: Class 12 contains 3342 members 
Mstep: Class 13 contains 14838 members 
Mstep: Class 14 contains 32949 members 
Mstep: Class 15 contains 5577 members 
Mstep: Class 16 contains 68151 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4184 members 
Mstep: Class 20 contains 2675 members 
Mstep: Class 21 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813896.000000 Penalty: 42822.269531
Iteration 251Q: 22 clusters Score -2.48139e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 26960 members 
Mstep: Class 3 contains 4367 members 
Mstep: Class 4 contains 4543 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 6947 members 
Mstep: Class 7 contains 11058 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14840 members 
Mstep: Class 14 contains 32938 members 
Mstep: Class 15 contains 5581 members 
Mstep: Class 16 contains 68160 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813938.000000 Penalty: 42822.269531
Iteration 252Q: 22 clusters Score -2.481394e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 26939 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6960 members 
Mstep: Class 7 contains 11049 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5353 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14835 members 
Mstep: Class 14 contains 32926 members 
Mstep: Class 15 contains 5583 members 
Mstep: Class 16 contains 68176 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 5111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813948.000000 Penalty: 42822.269531
Iteration 253Q: 22 clusters Score -2.481395e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 26919 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6970 members 
Mstep: Class 7 contains 11038 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31641 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14834 members 
Mstep: Class 14 contains 32917 members 
Mstep: Class 15 contains 5587 members 
Mstep: Class 16 contains 68185 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813984.000000 Penalty: 42822.269531
Iteration 254Q: 22 clusters Score -2.481398e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 26897 members 
Mstep: Class 3 contains 4360 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 11031 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31642 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14831 members 
Mstep: Class 14 contains 32895 members 
Mstep: Class 15 contains 5590 members 
Mstep: Class 16 contains 68201 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813990.000000 Penalty: 42822.269531
Iteration 255Q: 22 clusters Score -2.481399e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 26871 members 
Mstep: Class 3 contains 4358 members 
Mstep: Class 4 contains 4535 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 6996 members 
Mstep: Class 7 contains 11023 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31645 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 14828 members 
Mstep: Class 14 contains 32864 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 68230 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7085 members 
Mstep: Class 19 contains 4189 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813972.000000 Penalty: 42822.269531
Iteration 256Q: 22 clusters Score -2.481397e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 26836 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7006 members 
Mstep: Class 7 contains 11020 members 
Mstep: Class 8 contains 16390 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31646 members 
Mstep: Class 12 contains 3348 members 
Mstep: Class 13 contains 14827 members 
Mstep: Class 14 contains 32832 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 68264 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813942.000000 Penalty: 42822.269531
Iteration 257Q: 22 clusters Score -2.481394e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 26800 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4542 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7018 members 
Mstep: Class 7 contains 11015 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31651 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14820 members 
Mstep: Class 14 contains 32788 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 68301 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813972.000000 Penalty: 42822.269531
Iteration 258Q: 22 clusters Score -2.481397e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 26774 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 4538 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7034 members 
Mstep: Class 7 contains 11012 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31658 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14814 members 
Mstep: Class 14 contains 32739 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 68341 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814010.000000 Penalty: 42822.269531
Iteration 259Q: 22 clusters Score -2.481401e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 26734 members 
Mstep: Class 3 contains 4355 members 
Mstep: Class 4 contains 4534 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 11009 members 
Mstep: Class 8 contains 16388 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 31664 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14808 members 
Mstep: Class 14 contains 32685 members 
Mstep: Class 15 contains 5592 members 
Mstep: Class 16 contains 68390 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4187 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814054.000000 Penalty: 42822.269531
Iteration 260F: 22 clusters Score -2.481405e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 26678 members 
Mstep: Class 3 contains 4353 members 
Mstep: Class 4 contains 4533 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7073 members 
Mstep: Class 7 contains 10999 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31670 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14807 members 
Mstep: Class 14 contains 32634 members 
Mstep: Class 15 contains 5593 members 
Mstep: Class 16 contains 68433 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7086 members 
Mstep: Class 19 contains 4188 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814022.000000 Penalty: 42822.269531
Iteration 261Q: 22 clusters Score -2.481402e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 26622 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7093 members 
Mstep: Class 7 contains 10989 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31671 members 
Mstep: Class 12 contains 3349 members 
Mstep: Class 13 contains 14805 members 
Mstep: Class 14 contains 32595 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 68472 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7087 members 
Mstep: Class 19 contains 4190 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814086.000000 Penalty: 42822.269531
Iteration 262Q: 22 clusters Score -2.481409e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 26565 members 
Mstep: Class 3 contains 4351 members 
Mstep: Class 4 contains 4541 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7115 members 
Mstep: Class 7 contains 10982 members 
Mstep: Class 8 contains 16380 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31671 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 14804 members 
Mstep: Class 14 contains 32554 members 
Mstep: Class 15 contains 5594 members 
Mstep: Class 16 contains 68517 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 19 contains 4193 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814122.000000 Penalty: 42822.269531
Iteration 263Q: 22 clusters Score -2.481412e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 26525 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7136 members 
Mstep: Class 7 contains 10970 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4052 members 
Mstep: Class 11 contains 31668 members 
Mstep: Class 12 contains 3351 members 
Mstep: Class 13 contains 14804 members 
Mstep: Class 14 contains 32514 members 
Mstep: Class 15 contains 5595 members 
Mstep: Class 16 contains 68551 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7090 members 
Mstep: Class 19 contains 4192 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 5105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814134.000000 Penalty: 42822.269531
Iteration 264Q: 22 clusters Score -2.481413e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 26490 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4551 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7161 members 
Mstep: Class 7 contains 10957 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31670 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 32470 members 
Mstep: Class 15 contains 5598 members 
Mstep: Class 16 contains 68570 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7089 members 
Mstep: Class 19 contains 4194 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814160.000000 Penalty: 42822.269531
Iteration 265Q: 22 clusters Score -2.481416e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 26431 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7198 members 
Mstep: Class 7 contains 10948 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31676 members 
Mstep: Class 12 contains 3345 members 
Mstep: Class 13 contains 14775 members 
Mstep: Class 14 contains 32418 members 
Mstep: Class 15 contains 5605 members 
Mstep: Class 16 contains 68598 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7091 members 
Mstep: Class 19 contains 4197 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814156.000000 Penalty: 42822.269531
Iteration 266Q: 22 clusters Score -2.481416e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 26353 members 
Mstep: Class 3 contains 4349 members 
Mstep: Class 4 contains 4571 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7233 members 
Mstep: Class 7 contains 10935 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31679 members 
Mstep: Class 12 contains 3343 members 
Mstep: Class 13 contains 14764 members 
Mstep: Class 14 contains 32358 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 68642 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7093 members 
Mstep: Class 19 contains 4203 members 
Mstep: Class 20 contains 2685 members 
Mstep: Class 21 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814160.000000 Penalty: 42822.269531
Iteration 267Q: 22 clusters Score -2.481416e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 26284 members 
Mstep: Class 3 contains 4348 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7262 members 
Mstep: Class 7 contains 10932 members 
Mstep: Class 8 contains 16382 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31675 members 
Mstep: Class 12 contains 3341 members 
Mstep: Class 13 contains 14759 members 
Mstep: Class 14 contains 32298 members 
Mstep: Class 15 contains 5609 members 
Mstep: Class 16 contains 68685 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7098 members 
Mstep: Class 19 contains 4204 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814196.000000 Penalty: 42822.269531
Iteration 268Q: 22 clusters Score -2.48142e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 26212 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7289 members 
Mstep: Class 7 contains 10920 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31673 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 14760 members 
Mstep: Class 14 contains 32254 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 68716 members 
Mstep: Class 17 contains 5830 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 4205 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 5111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814240.000000 Penalty: 42822.269531
Iteration 269Q: 22 clusters Score -2.481424e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 26154 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 4 contains 4589 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 10910 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4053 members 
Mstep: Class 11 contains 31665 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14762 members 
Mstep: Class 14 contains 32185 members 
Mstep: Class 15 contains 5607 members 
Mstep: Class 16 contains 68766 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 4206 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814234.000000 Penalty: 42822.269531
Iteration 270Q: 22 clusters Score -2.481423e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 26103 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7338 members 
Mstep: Class 7 contains 10905 members 
Mstep: Class 8 contains 16346 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4055 members 
Mstep: Class 11 contains 31662 members 
Mstep: Class 12 contains 3337 members 
Mstep: Class 13 contains 14764 members 
Mstep: Class 14 contains 32123 members 
Mstep: Class 15 contains 5606 members 
Mstep: Class 16 contains 68804 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 4211 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814226.000000 Penalty: 42822.269531
Iteration 271Q: 22 clusters Score -2.481423e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 26051 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7364 members 
Mstep: Class 7 contains 10897 members 
Mstep: Class 8 contains 16350 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4054 members 
Mstep: Class 11 contains 31657 members 
Mstep: Class 12 contains 3336 members 
Mstep: Class 13 contains 14761 members 
Mstep: Class 14 contains 32054 members 
Mstep: Class 15 contains 5604 members 
Mstep: Class 16 contains 68841 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7107 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814292.000000 Penalty: 42822.269531
Iteration 272Q: 22 clusters Score -2.481429e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 25982 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 10889 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4050 members 
Mstep: Class 11 contains 31659 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14763 members 
Mstep: Class 14 contains 31978 members 
Mstep: Class 15 contains 5611 members 
Mstep: Class 16 contains 68879 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7104 members 
Mstep: Class 19 contains 4212 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814284.000000 Penalty: 42822.269531
Iteration 273Q: 22 clusters Score -2.481428e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 25899 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7408 members 
Mstep: Class 7 contains 10882 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14770 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 5621 members 
Mstep: Class 16 contains 68921 members 
Mstep: Class 17 contains 5824 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 4214 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814350.000000 Penalty: 42822.269531
Iteration 274Q: 22 clusters Score -2.481435e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 25821 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7424 members 
Mstep: Class 7 contains 10869 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 4049 members 
Mstep: Class 11 contains 31642 members 
Mstep: Class 12 contains 3334 members 
Mstep: Class 13 contains 14768 members 
Mstep: Class 14 contains 31831 members 
Mstep: Class 15 contains 5633 members 
Mstep: Class 16 contains 68962 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814398.000000 Penalty: 42822.269531
Iteration 275Q: 22 clusters Score -2.48144e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 25747 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7439 members 
Mstep: Class 7 contains 10860 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 4048 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 3335 members 
Mstep: Class 13 contains 14772 members 
Mstep: Class 14 contains 31757 members 
Mstep: Class 15 contains 5636 members 
Mstep: Class 16 contains 69001 members 
Mstep: Class 17 contains 5825 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 5109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814338.000000 Penalty: 42822.269531
Iteration 276Q: 22 clusters Score -2.481434e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 25670 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 10850 members 
Mstep: Class 8 contains 16362 members 
Mstep: Class 9 contains 5329 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31629 members 
Mstep: Class 12 contains 3338 members 
Mstep: Class 13 contains 14779 members 
Mstep: Class 14 contains 31684 members 
Mstep: Class 15 contains 5642 members 
Mstep: Class 16 contains 69041 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7106 members 
Mstep: Class 19 contains 4213 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814384.000000 Penalty: 42822.269531
Iteration 277Q: 22 clusters Score -2.481438e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 25583 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4583 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 10832 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31615 members 
Mstep: Class 12 contains 3340 members 
Mstep: Class 13 contains 14785 members 
Mstep: Class 14 contains 31616 members 
Mstep: Class 15 contains 5650 members 
Mstep: Class 16 contains 69095 members 
Mstep: Class 17 contains 5828 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814454.000000 Penalty: 42822.269531
Iteration 278Q: 22 clusters Score -2.481445e+07 nChanged 359
Entering ConstructFrom: 
Score: -24814454.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (20812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Entering Unmasked Estep 
Score: -1874159.500000 Penalty: 1615.783813
	Iteration 0F: 2 clusters Score -1874160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1859866.500000 Penalty: 3231.567627
	Iteration 0F: 3 clusters Score -1859866 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1865052.500000 Penalty: 3231.567627
	Iteration 1F: 3 clusters Score -1865052 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1865458.500000 Penalty: 3231.567627
	Iteration 2F: 3 clusters Score -1865458 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1865888.875000 Penalty: 3231.567627
	Iteration 3Q: 3 clusters Score -1865889 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1866380.125000 Penalty: 3231.567627
	Iteration 4Q: 3 clusters Score -1866380 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1866930.000000 Penalty: 3231.567627
	Iteration 5Q: 3 clusters Score -1866930 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1867604.000000 Penalty: 3231.567627
	Iteration 6F: 3 clusters Score -1867604 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1868364.875000 Penalty: 3231.567627
	Iteration 7F: 3 clusters Score -1868365 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1869168.250000 Penalty: 3231.567627
	Iteration 8F: 3 clusters Score -1869168 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -1869985.750000 Penalty: 3231.567627
	Iteration 9F: 3 clusters Score -1869986 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1870737.375000 Penalty: 3231.567627
	Iteration 10Q: 3 clusters Score -1870737 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -1871371.125000 Penalty: 3231.567627
	Iteration 11Q: 3 clusters Score -1871371 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -1871825.500000 Penalty: 3231.567627
	Iteration 12Q: 3 clusters Score -1871826 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1872185.250000 Penalty: 3231.567627
	Iteration 13Q: 3 clusters Score -1872185 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -1872387.000000 Penalty: 3231.567627
	Iteration 14Q: 3 clusters Score -1872387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1872501.375000 Penalty: 3231.567627
	Iteration 15Q: 3 clusters Score -1872501 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1872584.875000 Penalty: 3231.567627
	Iteration 16Q: 3 clusters Score -1872585 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -1872642.750000 Penalty: 3231.567627
	Iteration 17Q: 3 clusters Score -1872643 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -1872689.625000 Penalty: 3231.567627
	Iteration 18Q: 3 clusters Score -1872690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -1872708.750000 Penalty: 3231.567627
	Iteration 19Q: 3 clusters Score -1872709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -1872729.500000 Penalty: 3231.567627
	Iteration 20F: 3 clusters Score -1872730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -1872748.125000 Penalty: 3231.567627
	Iteration 21Q: 3 clusters Score -1872748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -1872760.750000 Penalty: 3231.567627
	Iteration 22Q: 3 clusters Score -1872761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1872773.750000 Penalty: 3231.567627
	Iteration 23Q: 3 clusters Score -1872774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -1872780.375000 Penalty: 3231.567627
	Iteration 24Q: 3 clusters Score -1872780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -1872781.500000 Penalty: 3231.567627
	Iteration 25Q: 3 clusters Score -1872782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -1872787.875000 Penalty: 3231.567627
	Iteration 26Q: 3 clusters Score -1872788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -1872788.625000 Penalty: 3231.567627
	Iteration 27Q: 3 clusters Score -1872789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1872790.250000 Penalty: 3231.567627
	Iteration 28Q: 3 clusters Score -1872790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -1872793.500000 Penalty: 3231.567627
	Iteration 29Q: 3 clusters Score -1872794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -1872794.875000 Penalty: 3231.567627
	Iteration 30Q: 3 clusters Score -1872795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -1872798.000000 Penalty: 3231.567627
	Iteration 31Q: 3 clusters Score -1872798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -1872802.125000 Penalty: 3231.567627
	Iteration 32Q: 3 clusters Score -1872802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1872805.625000 Penalty: 3231.567627
	Iteration 33Q: 3 clusters Score -1872806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -1872807.000000 Penalty: 3231.567627
	Iteration 34Q: 3 clusters Score -1872807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -1872806.125000 Penalty: 3231.567627
	Iteration 35Q: 3 clusters Score -1872806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1872808.500000 Penalty: 3231.567627
	Iteration 36Q: 3 clusters Score -1872808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1872808.500000 Penalty: 3231.567627
	Iteration 37F: 3 clusters Score -1872808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Entering Unmasked Estep 
Score: -2354469.000000 Penalty: 1648.744507
	Iteration 0F: 2 clusters Score -2354469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -2337190.500000 Penalty: 3297.489014
	Iteration 0F: 3 clusters Score -2337190 nChanged 11716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2343863.750000 Penalty: 3297.489014
	Iteration 1F: 3 clusters Score -2343864 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2344382.750000 Penalty: 3297.489014
	Iteration 2F: 3 clusters Score -2344383 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2344974.750000 Penalty: 3297.489014
	Iteration 3F: 3 clusters Score -2344975 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -2345673.250000 Penalty: 3297.489014
	Iteration 4F: 3 clusters Score -2345673 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -2346506.000000 Penalty: 3297.489014
	Iteration 5F: 3 clusters Score -2346506 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2347313.750000 Penalty: 3297.489014
	Iteration 6F: 3 clusters Score -2347314 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2348102.750000 Penalty: 3297.489014
	Iteration 7F: 3 clusters Score -2348103 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2348792.000000 Penalty: 3297.489014
	Iteration 8Q: 3 clusters Score -2348792 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2349552.250000 Penalty: 3297.489014
	Iteration 9Q: 3 clusters Score -2349552 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2350424.250000 Penalty: 3297.489014
	Iteration 10Q: 3 clusters Score -2350424 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15510 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -2351228.250000 Penalty: 3297.489014
	Iteration 11Q: 3 clusters Score -2351228 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -2351854.250000 Penalty: 3297.489014
	Iteration 12Q: 3 clusters Score -2351854 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2352285.250000 Penalty: 3297.489014
	Iteration 13Q: 3 clusters Score -2352285 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2352557.750000 Penalty: 3297.489014
	Iteration 14Q: 3 clusters Score -2352558 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2352674.000000 Penalty: 3297.489014
	Iteration 15Q: 3 clusters Score -2352674 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2352751.750000 Penalty: 3297.489014
	Iteration 16Q: 3 clusters Score -2352752 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2352811.250000 Penalty: 3297.489014
	Iteration 17Q: 3 clusters Score -2352811 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2352855.750000 Penalty: 3297.489014
	Iteration 18Q: 3 clusters Score -2352856 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2352898.500000 Penalty: 3297.489014
	Iteration 19Q: 3 clusters Score -2352898 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2352932.750000 Penalty: 3297.489014
	Iteration 20F: 3 clusters Score -2352933 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2352969.750000 Penalty: 3297.489014
	Iteration 21Q: 3 clusters Score -2352970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2353001.000000 Penalty: 3297.489014
	Iteration 22Q: 3 clusters Score -2353001 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2353011.750000 Penalty: 3297.489014
	Iteration 23Q: 3 clusters Score -2353012 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2353020.750000 Penalty: 3297.489014
	Iteration 24Q: 3 clusters Score -2353021 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2353041.500000 Penalty: 3297.489014
	Iteration 25Q: 3 clusters Score -2353042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2353061.250000 Penalty: 3297.489014
	Iteration 26Q: 3 clusters Score -2353061 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2353074.750000 Penalty: 3297.489014
	Iteration 27Q: 3 clusters Score -2353075 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -2353089.750000 Penalty: 3297.489014
	Iteration 28Q: 3 clusters Score -2353090 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2353112.750000 Penalty: 3297.489014
	Iteration 29Q: 3 clusters Score -2353113 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2353128.500000 Penalty: 3297.489014
	Iteration 30Q: 3 clusters Score -2353128 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2353153.250000 Penalty: 3297.489014
	Iteration 31Q: 3 clusters Score -2353153 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2353174.250000 Penalty: 3297.489014
	Iteration 32Q: 3 clusters Score -2353174 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2353200.500000 Penalty: 3297.489014
	Iteration 33Q: 3 clusters Score -2353200 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2353219.750000 Penalty: 3297.489014
	Iteration 34Q: 3 clusters Score -2353220 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2353231.000000 Penalty: 3297.489014
	Iteration 35Q: 3 clusters Score -2353231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2353243.250000 Penalty: 3297.489014
	Iteration 36Q: 3 clusters Score -2353243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2353270.250000 Penalty: 3297.489014
	Iteration 37Q: 3 clusters Score -2353270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -2353301.250000 Penalty: 3297.489014
	Iteration 38Q: 3 clusters Score -2353301 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2353326.000000 Penalty: 3297.489014
	Iteration 39Q: 3 clusters Score -2353326 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2353346.000000 Penalty: 3297.489014
	Iteration 40F: 3 clusters Score -2353346 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -2353393.250000 Penalty: 3297.489014
	Iteration 41Q: 3 clusters Score -2353393 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2353426.250000 Penalty: 3297.489014
	Iteration 42Q: 3 clusters Score -2353426 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -2353461.500000 Penalty: 3297.489014
	Iteration 43Q: 3 clusters Score -2353462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2353502.250000 Penalty: 3297.489014
	Iteration 44Q: 3 clusters Score -2353502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2353557.750000 Penalty: 3297.489014
	Iteration 45Q: 3 clusters Score -2353558 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2353617.500000 Penalty: 3297.489014
	Iteration 46Q: 3 clusters Score -2353618 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2353684.250000 Penalty: 3297.489014
	Iteration 47Q: 3 clusters Score -2353684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2353739.250000 Penalty: 3297.489014
	Iteration 48Q: 3 clusters Score -2353739 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2353791.000000 Penalty: 3297.489014
	Iteration 49Q: 3 clusters Score -2353791 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2353839.750000 Penalty: 3297.489014
	Iteration 50Q: 3 clusters Score -2353840 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2353864.500000 Penalty: 3297.489014
	Iteration 51Q: 3 clusters Score -2353864 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -2353887.750000 Penalty: 3297.489014
	Iteration 52Q: 3 clusters Score -2353888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2353920.000000 Penalty: 3297.489014
	Iteration 53Q: 3 clusters Score -2353920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2353923.500000 Penalty: 3297.489014
	Iteration 54Q: 3 clusters Score -2353924 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -2353951.500000 Penalty: 3297.489014
	Iteration 55Q: 3 clusters Score -2353952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2353967.000000 Penalty: 3297.489014
	Iteration 56Q: 3 clusters Score -2353967 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2353965.750000 Penalty: 3297.489014
	Iteration 57Q: 3 clusters Score -2353966 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2353971.250000 Penalty: 3297.489014
	Iteration 58Q: 3 clusters Score -2353971 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2353970.000000 Penalty: 3297.489014
	Iteration 59Q: 3 clusters Score -2353970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2353969.750000 Penalty: 3297.489014
	Iteration 60F: 3 clusters Score -2353970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2353965.750000 Penalty: 3297.489014
	Iteration 61Q: 3 clusters Score -2353966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2353973.500000 Penalty: 3297.489014
	Iteration 62Q: 3 clusters Score -2353974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2353974.250000 Penalty: 3297.489014
	Iteration 63Q: 3 clusters Score -2353974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2353977.750000 Penalty: 3297.489014
	Iteration 64Q: 3 clusters Score -2353978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2353979.750000 Penalty: 3297.489014
	Iteration 65Q: 3 clusters Score -2353980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -2353982.000000 Penalty: 3297.489014
	Iteration 66Q: 3 clusters Score -2353982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2353984.250000 Penalty: 3297.489014
	Iteration 67Q: 3 clusters Score -2353984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2353985.500000 Penalty: 3297.489014
	Iteration 68Q: 3 clusters Score -2353986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2353982.000000 Penalty: 3297.489014
	Iteration 69Q: 3 clusters Score -2353982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2353985.500000 Penalty: 3297.489014
	Iteration 70Q: 3 clusters Score -2353986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -2353990.250000 Penalty: 3297.489014
	Iteration 71Q: 3 clusters Score -2353990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -2353991.250000 Penalty: 3297.489014
	Iteration 72Q: 3 clusters Score -2353991 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2353994.000000 Penalty: 3297.489014
	Iteration 73Q: 3 clusters Score -2353994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2353996.000000 Penalty: 3297.489014
	Iteration 74Q: 3 clusters Score -2353996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2353997.250000 Penalty: 3297.489014
	Iteration 75Q: 3 clusters Score -2353997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2354004.500000 Penalty: 3297.489014
	Iteration 76Q: 3 clusters Score -2354004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2354008.000000 Penalty: 3297.489014
	Iteration 77Q: 3 clusters Score -2354008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2354006.250000 Penalty: 3297.489014
	Iteration 78Q: 3 clusters Score -2354006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2354009.000000 Penalty: 3297.489014
	Iteration 79Q: 3 clusters Score -2354009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -2354015.250000 Penalty: 3297.489014
	Iteration 80F: 3 clusters Score -2354015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2354015.500000 Penalty: 3297.489014
	Iteration 81Q: 3 clusters Score -2354016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2354014.500000 Penalty: 3297.489014
	Iteration 82Q: 3 clusters Score -2354014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2354015.000000 Penalty: 3297.489014
	Iteration 83Q: 3 clusters Score -2354015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2354012.750000 Penalty: 3297.489014
	Iteration 84Q: 3 clusters Score -2354013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2354012.250000 Penalty: 3297.489014
	Iteration 85Q: 3 clusters Score -2354012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -2354015.750000 Penalty: 3297.489014
	Iteration 86Q: 3 clusters Score -2354016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2354014.500000 Penalty: 3297.489014
	Iteration 87Q: 3 clusters Score -2354014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2354013.750000 Penalty: 3297.489014
	Iteration 88Q: 3 clusters Score -2354014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2354013.250000 Penalty: 3297.489014
	Iteration 89Q: 3 clusters Score -2354013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2354015.000000 Penalty: 3297.489014
	Iteration 90Q: 3 clusters Score -2354015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2354014.500000 Penalty: 3297.489014
	Iteration 91Q: 3 clusters Score -2354014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2354014.500000 Penalty: 3297.489014
	Iteration 92F: 3 clusters Score -2354014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -347470.156250 Penalty: 1360.477173
	Iteration 0F: 2 clusters Score -347470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -343937.281250 Penalty: 2720.954346
	Iteration 0F: 3 clusters Score -343937.3 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -344905.187500 Penalty: 2720.954346
	Iteration 1F: 3 clusters Score -344905.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -345276.312500 Penalty: 2720.954346
	Iteration 2F: 3 clusters Score -345276.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -345570.062500 Penalty: 2720.954346
	Iteration 3F: 3 clusters Score -345570.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -345788.218750 Penalty: 2720.954346
	Iteration 4F: 3 clusters Score -345788.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -345964.812500 Penalty: 2720.954346
	Iteration 5F: 3 clusters Score -345964.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -346073.812500 Penalty: 2720.954346
	Iteration 6Q: 3 clusters Score -346073.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -346149.406250 Penalty: 2720.954346
	Iteration 7Q: 3 clusters Score -346149.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -346222.937500 Penalty: 2720.954346
	Iteration 8Q: 3 clusters Score -346222.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -346288.906250 Penalty: 2720.954346
	Iteration 9Q: 3 clusters Score -346288.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -346347.343750 Penalty: 2720.954346
	Iteration 10Q: 3 clusters Score -346347.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -346396.062500 Penalty: 2720.954346
	Iteration 11Q: 3 clusters Score -346396.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -346452.937500 Penalty: 2720.954346
	Iteration 12Q: 3 clusters Score -346452.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -346502.812500 Penalty: 2720.954346
	Iteration 13Q: 3 clusters Score -346502.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -346539.593750 Penalty: 2720.954346
	Iteration 14Q: 3 clusters Score -346539.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -346567.781250 Penalty: 2720.954346
	Iteration 15Q: 3 clusters Score -346567.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -346589.437500 Penalty: 2720.954346
	Iteration 16Q: 3 clusters Score -346589.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -346605.093750 Penalty: 2720.954346
	Iteration 17Q: 3 clusters Score -346605.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -346613.312500 Penalty: 2720.954346
	Iteration 18Q: 3 clusters Score -346613.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -346620.906250 Penalty: 2720.954346
	Iteration 19Q: 3 clusters Score -346620.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -346625.687500 Penalty: 2720.954346
	Iteration 20F: 3 clusters Score -346625.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -346630.093750 Penalty: 2720.954346
	Iteration 21Q: 3 clusters Score -346630.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -346631.812500 Penalty: 2720.954346
	Iteration 22Q: 3 clusters Score -346631.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -346634.281250 Penalty: 2720.954346
	Iteration 23Q: 3 clusters Score -346634.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -346637.343750 Penalty: 2720.954346
	Iteration 24Q: 3 clusters Score -346637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -346639.343750 Penalty: 2720.954346
	Iteration 25Q: 3 clusters Score -346639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -346640.343750 Penalty: 2720.954346
	Iteration 26Q: 3 clusters Score -346640.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -346642.531250 Penalty: 2720.954346
	Iteration 27Q: 3 clusters Score -346642.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -346644.500000 Penalty: 2720.954346
	Iteration 28Q: 3 clusters Score -346644.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -346645.875000 Penalty: 2720.954346
	Iteration 29Q: 3 clusters Score -346645.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -346647.875000 Penalty: 2720.954346
	Iteration 30Q: 3 clusters Score -346647.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -346649.875000 Penalty: 2720.954346
	Iteration 31Q: 3 clusters Score -346649.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -346650.843750 Penalty: 2720.954346
	Iteration 32Q: 3 clusters Score -346650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -346652.187500 Penalty: 2720.954346
	Iteration 33Q: 3 clusters Score -346652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -346653.031250 Penalty: 2720.954346
	Iteration 34Q: 3 clusters Score -346653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -346652.343750 Penalty: 2720.954346
	Iteration 35Q: 3 clusters Score -346652.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -346652.906250 Penalty: 2720.954346
	Iteration 36Q: 3 clusters Score -346652.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -346653.406250 Penalty: 2720.954346
	Iteration 37Q: 3 clusters Score -346653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -346653.593750 Penalty: 2720.954346
	Iteration 38Q: 3 clusters Score -346653.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -346653.593750 Penalty: 2720.954346
	Iteration 39F: 3 clusters Score -346653.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Entering Unmasked Estep 
Score: -416675.531250 Penalty: 1370.034546
	Iteration 0F: 2 clusters Score -416675.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -412916.812500 Penalty: 2740.069092
	Iteration 0F: 3 clusters Score -412916.8 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -413967.437500 Penalty: 2740.069092
	Iteration 1F: 3 clusters Score -413967.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -414135.093750 Penalty: 2740.069092
	Iteration 2F: 3 clusters Score -414135.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -414277.687500 Penalty: 2740.069092
	Iteration 3F: 3 clusters Score -414277.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -414404.218750 Penalty: 2740.069092
	Iteration 4Q: 3 clusters Score -414404.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -414520.187500 Penalty: 2740.069092
	Iteration 5Q: 3 clusters Score -414520.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -414626.125000 Penalty: 2740.069092
	Iteration 6Q: 3 clusters Score -414626.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -414734.875000 Penalty: 2740.069092
	Iteration 7Q: 3 clusters Score -414734.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -414865.968750 Penalty: 2740.069092
	Iteration 8Q: 3 clusters Score -414866 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -414987.375000 Penalty: 2740.069092
	Iteration 9Q: 3 clusters Score -414987.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -415103.375000 Penalty: 2740.069092
	Iteration 10Q: 3 clusters Score -415103.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -415217.125000 Penalty: 2740.069092
	Iteration 11Q: 3 clusters Score -415217.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -415338.718750 Penalty: 2740.069092
	Iteration 12Q: 3 clusters Score -415338.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -415434.343750 Penalty: 2740.069092
	Iteration 13Q: 3 clusters Score -415434.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -415535.031250 Penalty: 2740.069092
	Iteration 14Q: 3 clusters Score -415535 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -415625.250000 Penalty: 2740.069092
	Iteration 15Q: 3 clusters Score -415625.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -415702.437500 Penalty: 2740.069092
	Iteration 16Q: 3 clusters Score -415702.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -415752.031250 Penalty: 2740.069092
	Iteration 17Q: 3 clusters Score -415752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -415775.593750 Penalty: 2740.069092
	Iteration 18Q: 3 clusters Score -415775.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -415783.750000 Penalty: 2740.069092
	Iteration 19Q: 3 clusters Score -415783.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -415787.250000 Penalty: 2740.069092
	Iteration 20F: 3 clusters Score -415787.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -415788.906250 Penalty: 2740.069092
	Iteration 21Q: 3 clusters Score -415788.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -415790.843750 Penalty: 2740.069092
	Iteration 22Q: 3 clusters Score -415790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -415793.531250 Penalty: 2740.069092
	Iteration 23Q: 3 clusters Score -415793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415795.781250 Penalty: 2740.069092
	Iteration 24Q: 3 clusters Score -415795.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -415798.000000 Penalty: 2740.069092
	Iteration 25Q: 3 clusters Score -415798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -415799.281250 Penalty: 2740.069092
	Iteration 26Q: 3 clusters Score -415799.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -415800.218750 Penalty: 2740.069092
	Iteration 27Q: 3 clusters Score -415800.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -415802.281250 Penalty: 2740.069092
	Iteration 28Q: 3 clusters Score -415802.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -415802.312500 Penalty: 2740.069092
	Iteration 29Q: 3 clusters Score -415802.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -415802.062500 Penalty: 2740.069092
	Iteration 30Q: 3 clusters Score -415802.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -415802.062500 Penalty: 2740.069092
	Iteration 31F: 3 clusters Score -415802.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -102585.203125 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -102585.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -100992.343750 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -100992.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101430.625000 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -101430.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -101565.609375 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -101565.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101637.078125 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -101637.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -101673.289062 Penalty: 2338.923096
	Iteration 4Q: 3 clusters Score -101673.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -101700.953125 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -101701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -101723.500000 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -101723.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101739.132812 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -101739.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101757.125000 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -101757.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -101782.015625 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -101782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101817.882812 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -101817.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101843.992188 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -101844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -101859.382812 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -101859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -101876.585938 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -101876.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -101886.187500 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -101886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -101894.640625 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -101894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101900.468750 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -101900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101905.132812 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -101905.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -101908.406250 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -101908.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101912.101562 Penalty: 2338.923096
	Iteration 19Q: 3 clusters Score -101912.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -101915.898438 Penalty: 2338.923096
	Iteration 20F: 3 clusters Score -101915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -101919.695312 Penalty: 2338.923096
	Iteration 21Q: 3 clusters Score -101919.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -101923.265625 Penalty: 2338.923096
	Iteration 22Q: 3 clusters Score -101923.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -101926.070312 Penalty: 2338.923096
	Iteration 23Q: 3 clusters Score -101926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101927.757812 Penalty: 2338.923096
	Iteration 24Q: 3 clusters Score -101927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101929.929688 Penalty: 2338.923096
	Iteration 25Q: 3 clusters Score -101929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -101929.929688 Penalty: 2338.923096
	Iteration 26F: 3 clusters Score -101929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Entering Unmasked Estep 
Score: -668112.000000 Penalty: 1450.602295
	Iteration 0F: 2 clusters Score -668112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -662482.875000 Penalty: 2901.204590
	Iteration 0F: 3 clusters Score -662482.9 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -664328.062500 Penalty: 2901.204590
	Iteration 1F: 3 clusters Score -664328.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -664765.250000 Penalty: 2901.204590
	Iteration 2F: 3 clusters Score -664765.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -665218.625000 Penalty: 2901.204590
	Iteration 3F: 3 clusters Score -665218.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -665647.937500 Penalty: 2901.204590
	Iteration 4F: 3 clusters Score -665647.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -665967.000000 Penalty: 2901.204590
	Iteration 5F: 3 clusters Score -665967 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -666242.687500 Penalty: 2901.204590
	Iteration 6F: 3 clusters Score -666242.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -666489.750000 Penalty: 2901.204590
	Iteration 7Q: 3 clusters Score -666489.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -666689.125000 Penalty: 2901.204590
	Iteration 8Q: 3 clusters Score -666689.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -666857.875000 Penalty: 2901.204590
	Iteration 9Q: 3 clusters Score -666857.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -667026.812500 Penalty: 2901.204590
	Iteration 10Q: 3 clusters Score -667026.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -667183.562500 Penalty: 2901.204590
	Iteration 11Q: 3 clusters Score -667183.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -667292.250000 Penalty: 2901.204590
	Iteration 12Q: 3 clusters Score -667292.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -667383.750000 Penalty: 2901.204590
	Iteration 13Q: 3 clusters Score -667383.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -667447.625000 Penalty: 2901.204590
	Iteration 14Q: 3 clusters Score -667447.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -667508.500000 Penalty: 2901.204590
	Iteration 15Q: 3 clusters Score -667508.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -667568.687500 Penalty: 2901.204590
	Iteration 16Q: 3 clusters Score -667568.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -667622.625000 Penalty: 2901.204590
	Iteration 17Q: 3 clusters Score -667622.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -667678.187500 Penalty: 2901.204590
	Iteration 18Q: 3 clusters Score -667678.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -667751.625000 Penalty: 2901.204590
	Iteration 19Q: 3 clusters Score -667751.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -667833.562500 Penalty: 2901.204590
	Iteration 20F: 3 clusters Score -667833.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -667907.437500 Penalty: 2901.204590
	Iteration 21Q: 3 clusters Score -667907.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -667952.625000 Penalty: 2901.204590
	Iteration 22Q: 3 clusters Score -667952.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -667973.000000 Penalty: 2901.204590
	Iteration 23Q: 3 clusters Score -667973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -667979.500000 Penalty: 2901.204590
	Iteration 24Q: 3 clusters Score -667979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -667979.875000 Penalty: 2901.204590
	Iteration 25Q: 3 clusters Score -667979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -667981.312500 Penalty: 2901.204590
	Iteration 26Q: 3 clusters Score -667981.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -667981.687500 Penalty: 2901.204590
	Iteration 27Q: 3 clusters Score -667981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -667981.875000 Penalty: 2901.204590
	Iteration 28Q: 3 clusters Score -667981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -667981.875000 Penalty: 2901.204590
	Iteration 29F: 3 clusters Score -667981.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Entering Unmasked Estep 
Score: -943476.625000 Penalty: 1509.517090
	Iteration 0F: 2 clusters Score -943476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -935796.937500 Penalty: 3019.034180
	Iteration 0F: 3 clusters Score -935796.9 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -938353.500000 Penalty: 3019.034180
	Iteration 1F: 3 clusters Score -938353.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -938824.312500 Penalty: 3019.034180
	Iteration 2F: 3 clusters Score -938824.3 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -939532.937500 Penalty: 3019.034180
	Iteration 3F: 3 clusters Score -939532.9 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -940426.250000 Penalty: 3019.034180
	Iteration 4F: 3 clusters Score -940426.2 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -941393.250000 Penalty: 3019.034180
	Iteration 5F: 3 clusters Score -941393.2 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -942171.875000 Penalty: 3019.034180
	Iteration 6F: 3 clusters Score -942171.9 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -942712.375000 Penalty: 3019.034180
	Iteration 7F: 3 clusters Score -942712.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -943033.750000 Penalty: 3019.034180
	Iteration 8Q: 3 clusters Score -943033.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -943227.812500 Penalty: 3019.034180
	Iteration 9Q: 3 clusters Score -943227.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -943340.937500 Penalty: 3019.034180
	Iteration 10Q: 3 clusters Score -943340.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -943416.437500 Penalty: 3019.034180
	Iteration 11Q: 3 clusters Score -943416.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -943467.312500 Penalty: 3019.034180
	Iteration 12Q: 3 clusters Score -943467.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -943489.500000 Penalty: 3019.034180
	Iteration 13Q: 3 clusters Score -943489.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -943500.375000 Penalty: 3019.034180
	Iteration 14Q: 3 clusters Score -943500.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -943509.125000 Penalty: 3019.034180
	Iteration 15Q: 3 clusters Score -943509.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -943515.812500 Penalty: 3019.034180
	Iteration 16Q: 3 clusters Score -943515.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -943521.562500 Penalty: 3019.034180
	Iteration 17Q: 3 clusters Score -943521.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -943528.000000 Penalty: 3019.034180
	Iteration 18Q: 3 clusters Score -943528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -943534.000000 Penalty: 3019.034180
	Iteration 19Q: 3 clusters Score -943534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -943539.375000 Penalty: 3019.034180
	Iteration 20F: 3 clusters Score -943539.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -943544.187500 Penalty: 3019.034180
	Iteration 21Q: 3 clusters Score -943544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -943544.437500 Penalty: 3019.034180
	Iteration 22Q: 3 clusters Score -943544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -943547.000000 Penalty: 3019.034180
	Iteration 23Q: 3 clusters Score -943547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -943545.937500 Penalty: 3019.034180
	Iteration 24Q: 3 clusters Score -943545.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -943551.062500 Penalty: 3019.034180
	Iteration 25Q: 3 clusters Score -943551.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -943553.625000 Penalty: 3019.034180
	Iteration 26Q: 3 clusters Score -943553.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -943553.437500 Penalty: 3019.034180
	Iteration 27Q: 3 clusters Score -943553.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -943555.000000 Penalty: 3019.034180
	Iteration 28Q: 3 clusters Score -943555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -943554.187500 Penalty: 3019.034180
	Iteration 29Q: 3 clusters Score -943554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -943554.375000 Penalty: 3019.034180
	Iteration 30Q: 3 clusters Score -943554.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -943556.437500 Penalty: 3019.034180
	Iteration 31Q: 3 clusters Score -943556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -943556.437500 Penalty: 3019.034180
	Iteration 32Q: 3 clusters Score -943556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -943557.125000 Penalty: 3019.034180
	Iteration 33Q: 3 clusters Score -943557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -943555.437500 Penalty: 3019.034180
	Iteration 34Q: 3 clusters Score -943555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -943557.562500 Penalty: 3019.034180
	Iteration 35Q: 3 clusters Score -943557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -943557.875000 Penalty: 3019.034180
	Iteration 36Q: 3 clusters Score -943557.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -943558.062500 Penalty: 3019.034180
	Iteration 37Q: 3 clusters Score -943558.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -943561.500000 Penalty: 3019.034180
	Iteration 38Q: 3 clusters Score -943561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -943561.500000 Penalty: 3019.034180
	Iteration 39F: 3 clusters Score -943561.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 25492 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7531 members 
Mstep: Class 7 contains 10132 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31595 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 31536 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 69153 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 5116 members 
Mstep: Class 22 contains 690 members 
Entering Unmasked Estep 
Score: -24813944.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24814454.000000 to -24813944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Entering Unmasked Estep 
Score: -1484452.250000 Penalty: 1576.800781
	Iteration 0F: 2 clusters Score -1484452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1473212.625000 Penalty: 3153.601562
	Iteration 0F: 3 clusters Score -1473213 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1477163.250000 Penalty: 3153.601562
	Iteration 1F: 3 clusters Score -1477163 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1477431.750000 Penalty: 3153.601562
	Iteration 2F: 3 clusters Score -1477432 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1477643.625000 Penalty: 3153.601562
	Iteration 3Q: 3 clusters Score -1477644 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1477827.000000 Penalty: 3153.601562
	Iteration 4Q: 3 clusters Score -1477827 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1478017.750000 Penalty: 3153.601562
	Iteration 5Q: 3 clusters Score -1478018 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1478217.125000 Penalty: 3153.601562
	Iteration 6Q: 3 clusters Score -1478217 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1478457.125000 Penalty: 3153.601562
	Iteration 7Q: 3 clusters Score -1478457 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1478740.375000 Penalty: 3153.601562
	Iteration 8Q: 3 clusters Score -1478740 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1479071.875000 Penalty: 3153.601562
	Iteration 9Q: 3 clusters Score -1479072 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1479503.750000 Penalty: 3153.601562
	Iteration 10Q: 3 clusters Score -1479504 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -1480040.625000 Penalty: 3153.601562
	Iteration 11F: 3 clusters Score -1480041 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1480679.125000 Penalty: 3153.601562
	Iteration 12F: 3 clusters Score -1480679 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1481306.875000 Penalty: 3153.601562
	Iteration 13Q: 3 clusters Score -1481307 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1481881.875000 Penalty: 3153.601562
	Iteration 14Q: 3 clusters Score -1481882 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1482253.500000 Penalty: 3153.601562
	Iteration 15Q: 3 clusters Score -1482254 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -1482463.875000 Penalty: 3153.601562
	Iteration 16Q: 3 clusters Score -1482464 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1482629.625000 Penalty: 3153.601562
	Iteration 17Q: 3 clusters Score -1482630 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -1482757.750000 Penalty: 3153.601562
	Iteration 18Q: 3 clusters Score -1482758 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -1482854.000000 Penalty: 3153.601562
	Iteration 19Q: 3 clusters Score -1482854 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1482921.625000 Penalty: 3153.601562
	Iteration 20F: 3 clusters Score -1482922 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -1482968.500000 Penalty: 3153.601562
	Iteration 21Q: 3 clusters Score -1482968 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1483003.875000 Penalty: 3153.601562
	Iteration 22Q: 3 clusters Score -1483004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -1483033.250000 Penalty: 3153.601562
	Iteration 23Q: 3 clusters Score -1483033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -1483052.375000 Penalty: 3153.601562
	Iteration 24Q: 3 clusters Score -1483052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1483068.500000 Penalty: 3153.601562
	Iteration 25Q: 3 clusters Score -1483068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -1483083.875000 Penalty: 3153.601562
	Iteration 26Q: 3 clusters Score -1483084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1483096.375000 Penalty: 3153.601562
	Iteration 27Q: 3 clusters Score -1483096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1483102.250000 Penalty: 3153.601562
	Iteration 28Q: 3 clusters Score -1483102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -1483103.750000 Penalty: 3153.601562
	Iteration 29Q: 3 clusters Score -1483104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1483108.625000 Penalty: 3153.601562
	Iteration 30Q: 3 clusters Score -1483109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -1483115.375000 Penalty: 3153.601562
	Iteration 31Q: 3 clusters Score -1483115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1483124.750000 Penalty: 3153.601562
	Iteration 32Q: 3 clusters Score -1483125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1483126.250000 Penalty: 3153.601562
	Iteration 33Q: 3 clusters Score -1483126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1483132.250000 Penalty: 3153.601562
	Iteration 34Q: 3 clusters Score -1483132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1483133.125000 Penalty: 3153.601562
	Iteration 35Q: 3 clusters Score -1483133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -1483133.125000 Penalty: 3153.601562
	Iteration 36F: 3 clusters Score -1483133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Entering Unmasked Estep 
Score: -465846.343750 Penalty: 1394.460327
	Iteration 0F: 2 clusters Score -465846.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -461679.968750 Penalty: 2788.920654
	Iteration 0F: 3 clusters Score -461680 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -462894.375000 Penalty: 2788.920654
	Iteration 1F: 3 clusters Score -462894.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -463164.031250 Penalty: 2788.920654
	Iteration 2F: 3 clusters Score -463164 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -463375.218750 Penalty: 2788.920654
	Iteration 3F: 3 clusters Score -463375.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -463528.843750 Penalty: 2788.920654
	Iteration 4Q: 3 clusters Score -463528.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -463666.656250 Penalty: 2788.920654
	Iteration 5Q: 3 clusters Score -463666.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -463795.625000 Penalty: 2788.920654
	Iteration 6Q: 3 clusters Score -463795.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -463921.218750 Penalty: 2788.920654
	Iteration 7Q: 3 clusters Score -463921.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -464040.906250 Penalty: 2788.920654
	Iteration 8Q: 3 clusters Score -464040.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -464132.562500 Penalty: 2788.920654
	Iteration 9Q: 3 clusters Score -464132.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -464210.437500 Penalty: 2788.920654
	Iteration 10Q: 3 clusters Score -464210.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -464280.531250 Penalty: 2788.920654
	Iteration 11Q: 3 clusters Score -464280.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -464336.062500 Penalty: 2788.920654
	Iteration 12Q: 3 clusters Score -464336.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -464397.593750 Penalty: 2788.920654
	Iteration 13Q: 3 clusters Score -464397.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -464457.375000 Penalty: 2788.920654
	Iteration 14Q: 3 clusters Score -464457.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -464499.937500 Penalty: 2788.920654
	Iteration 15Q: 3 clusters Score -464499.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -464540.218750 Penalty: 2788.920654
	Iteration 16Q: 3 clusters Score -464540.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -464572.031250 Penalty: 2788.920654
	Iteration 17Q: 3 clusters Score -464572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -464605.625000 Penalty: 2788.920654
	Iteration 18Q: 3 clusters Score -464605.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -464629.218750 Penalty: 2788.920654
	Iteration 19Q: 3 clusters Score -464629.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -464647.343750 Penalty: 2788.920654
	Iteration 20F: 3 clusters Score -464647.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -464661.781250 Penalty: 2788.920654
	Iteration 21Q: 3 clusters Score -464661.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -464676.125000 Penalty: 2788.920654
	Iteration 22Q: 3 clusters Score -464676.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -464690.781250 Penalty: 2788.920654
	Iteration 23Q: 3 clusters Score -464690.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -464707.500000 Penalty: 2788.920654
	Iteration 24Q: 3 clusters Score -464707.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -464721.031250 Penalty: 2788.920654
	Iteration 25Q: 3 clusters Score -464721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -464735.312500 Penalty: 2788.920654
	Iteration 26Q: 3 clusters Score -464735.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -464745.937500 Penalty: 2788.920654
	Iteration 27Q: 3 clusters Score -464745.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -464759.812500 Penalty: 2788.920654
	Iteration 28Q: 3 clusters Score -464759.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -464769.687500 Penalty: 2788.920654
	Iteration 29Q: 3 clusters Score -464769.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -464781.156250 Penalty: 2788.920654
	Iteration 30Q: 3 clusters Score -464781.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -464786.312500 Penalty: 2788.920654
	Iteration 31Q: 3 clusters Score -464786.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -464791.781250 Penalty: 2788.920654
	Iteration 32Q: 3 clusters Score -464791.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -464795.750000 Penalty: 2788.920654
	Iteration 33Q: 3 clusters Score -464795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -464799.000000 Penalty: 2788.920654
	Iteration 34Q: 3 clusters Score -464799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -464800.156250 Penalty: 2788.920654
	Iteration 35Q: 3 clusters Score -464800.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -464802.000000 Penalty: 2788.920654
	Iteration 36Q: 3 clusters Score -464802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -464801.750000 Penalty: 2788.920654
	Iteration 37Q: 3 clusters Score -464801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -464802.437500 Penalty: 2788.920654
	Iteration 38Q: 3 clusters Score -464802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -464803.406250 Penalty: 2788.920654
	Iteration 39Q: 3 clusters Score -464803.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -464807.906250 Penalty: 2788.920654
	Iteration 40F: 3 clusters Score -464807.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -464810.656250 Penalty: 2788.920654
	Iteration 41Q: 3 clusters Score -464810.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -464813.500000 Penalty: 2788.920654
	Iteration 42Q: 3 clusters Score -464813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -464813.562500 Penalty: 2788.920654
	Iteration 43Q: 3 clusters Score -464813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -464813.656250 Penalty: 2788.920654
	Iteration 44Q: 3 clusters Score -464813.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -464815.031250 Penalty: 2788.920654
	Iteration 45Q: 3 clusters Score -464815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -464815.187500 Penalty: 2788.920654
	Iteration 46Q: 3 clusters Score -464815.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -464815.281250 Penalty: 2788.920654
	Iteration 47Q: 3 clusters Score -464815.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -464815.281250 Penalty: 2788.920654
	Iteration 48F: 3 clusters Score -464815.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Entering Unmasked Estep 
Score: -360551.406250 Penalty: 1349.681274
	Iteration 0F: 2 clusters Score -360551.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -357191.937500 Penalty: 2699.362549
	Iteration 0F: 3 clusters Score -357191.9 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -358099.968750 Penalty: 2699.362549
	Iteration 1F: 3 clusters Score -358100 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -358358.500000 Penalty: 2699.362549
	Iteration 2F: 3 clusters Score -358358.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -358717.687500 Penalty: 2699.362549
	Iteration 3F: 3 clusters Score -358717.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -359135.187500 Penalty: 2699.362549
	Iteration 4F: 3 clusters Score -359135.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -359415.781250 Penalty: 2699.362549
	Iteration 5F: 3 clusters Score -359415.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -359626.906250 Penalty: 2699.362549
	Iteration 6F: 3 clusters Score -359626.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -359775.281250 Penalty: 2699.362549
	Iteration 7Q: 3 clusters Score -359775.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -359908.125000 Penalty: 2699.362549
	Iteration 8Q: 3 clusters Score -359908.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -360017.468750 Penalty: 2699.362549
	Iteration 9Q: 3 clusters Score -360017.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -360090.625000 Penalty: 2699.362549
	Iteration 10Q: 3 clusters Score -360090.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -360162.625000 Penalty: 2699.362549
	Iteration 11Q: 3 clusters Score -360162.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -360222.718750 Penalty: 2699.362549
	Iteration 12Q: 3 clusters Score -360222.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -360262.062500 Penalty: 2699.362549
	Iteration 13Q: 3 clusters Score -360262.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -360300.875000 Penalty: 2699.362549
	Iteration 14Q: 3 clusters Score -360300.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -360337.562500 Penalty: 2699.362549
	Iteration 15Q: 3 clusters Score -360337.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -360372.156250 Penalty: 2699.362549
	Iteration 16Q: 3 clusters Score -360372.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -360413.468750 Penalty: 2699.362549
	Iteration 17Q: 3 clusters Score -360413.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -360437.781250 Penalty: 2699.362549
	Iteration 18Q: 3 clusters Score -360437.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -360443.718750 Penalty: 2699.362549
	Iteration 19Q: 3 clusters Score -360443.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -360446.125000 Penalty: 2699.362549
	Iteration 20F: 3 clusters Score -360446.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -360447.156250 Penalty: 2699.362549
	Iteration 21Q: 3 clusters Score -360447.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -360448.000000 Penalty: 2699.362549
	Iteration 22Q: 3 clusters Score -360448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -360447.968750 Penalty: 2699.362549
	Iteration 23Q: 3 clusters Score -360448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -360448.500000 Penalty: 2699.362549
	Iteration 24Q: 3 clusters Score -360448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -360448.500000 Penalty: 2699.362549
	Iteration 25F: 3 clusters Score -360448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Entering Unmasked Estep 
Score: -2938597.500000 Penalty: 1683.622559
	Iteration 0F: 2 clusters Score -2938598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -2917493.000000 Penalty: 3367.245117
	Iteration 0F: 3 clusters Score -2917493 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2925692.750000 Penalty: 3367.245117
	Iteration 1F: 3 clusters Score -2925693 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2926283.500000 Penalty: 3367.245117
	Iteration 2Q: 3 clusters Score -2926284 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2926888.750000 Penalty: 3367.245117
	Iteration 3Q: 3 clusters Score -2926889 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2927604.750000 Penalty: 3367.245117
	Iteration 4F: 3 clusters Score -2927605 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2928536.500000 Penalty: 3367.245117
	Iteration 5F: 3 clusters Score -2928536 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2929774.000000 Penalty: 3367.245117
	Iteration 6F: 3 clusters Score -2929774 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2931346.000000 Penalty: 3367.245117
	Iteration 7F: 3 clusters Score -2931346 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2933030.000000 Penalty: 3367.245117
	Iteration 8F: 3 clusters Score -2933030 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -2934566.750000 Penalty: 3367.245117
	Iteration 9F: 3 clusters Score -2934567 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2935690.750000 Penalty: 3367.245117
	Iteration 10Q: 3 clusters Score -2935691 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2936392.250000 Penalty: 3367.245117
	Iteration 11Q: 3 clusters Score -2936392 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2936735.750000 Penalty: 3367.245117
	Iteration 12Q: 3 clusters Score -2936736 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31228 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2936909.000000 Penalty: 3367.245117
	Iteration 13Q: 3 clusters Score -2936909 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2937002.750000 Penalty: 3367.245117
	Iteration 14Q: 3 clusters Score -2937003 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -2937047.500000 Penalty: 3367.245117
	Iteration 15Q: 3 clusters Score -2937048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -2937069.000000 Penalty: 3367.245117
	Iteration 16Q: 3 clusters Score -2937069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2937086.250000 Penalty: 3367.245117
	Iteration 17Q: 3 clusters Score -2937086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2937096.500000 Penalty: 3367.245117
	Iteration 18Q: 3 clusters Score -2937096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -2937103.750000 Penalty: 3367.245117
	Iteration 19Q: 3 clusters Score -2937104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -2937113.750000 Penalty: 3367.245117
	Iteration 20F: 3 clusters Score -2937114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -2937112.000000 Penalty: 3367.245117
	Iteration 21Q: 3 clusters Score -2937112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2937115.250000 Penalty: 3367.245117
	Iteration 22Q: 3 clusters Score -2937115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -2937119.250000 Penalty: 3367.245117
	Iteration 23Q: 3 clusters Score -2937119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2937116.250000 Penalty: 3367.245117
	Iteration 24Q: 3 clusters Score -2937116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -2937116.250000 Penalty: 3367.245117
	Iteration 25F: 3 clusters Score -2937116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Entering Unmasked Estep 
Score: -294848.187500 Penalty: 1318.674927
	Iteration 0F: 2 clusters Score -294848.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -291905.906250 Penalty: 2637.349854
	Iteration 0F: 3 clusters Score -291905.9 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -292742.875000 Penalty: 2637.349854
	Iteration 1F: 3 clusters Score -292742.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -292945.593750 Penalty: 2637.349854
	Iteration 2F: 3 clusters Score -292945.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -293086.281250 Penalty: 2637.349854
	Iteration 3F: 3 clusters Score -293086.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -293221.312500 Penalty: 2637.349854
	Iteration 4Q: 3 clusters Score -293221.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -293370.250000 Penalty: 2637.349854
	Iteration 5Q: 3 clusters Score -293370.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -293524.656250 Penalty: 2637.349854
	Iteration 6Q: 3 clusters Score -293524.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -293626.687500 Penalty: 2637.349854
	Iteration 7Q: 3 clusters Score -293626.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -293725.250000 Penalty: 2637.349854
	Iteration 8Q: 3 clusters Score -293725.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -293808.093750 Penalty: 2637.349854
	Iteration 9Q: 3 clusters Score -293808.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -293871.875000 Penalty: 2637.349854
	Iteration 10Q: 3 clusters Score -293871.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -293907.531250 Penalty: 2637.349854
	Iteration 11Q: 3 clusters Score -293907.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -293927.750000 Penalty: 2637.349854
	Iteration 12Q: 3 clusters Score -293927.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -293940.187500 Penalty: 2637.349854
	Iteration 13Q: 3 clusters Score -293940.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -293952.031250 Penalty: 2637.349854
	Iteration 14Q: 3 clusters Score -293952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -293958.468750 Penalty: 2637.349854
	Iteration 15Q: 3 clusters Score -293958.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -293963.687500 Penalty: 2637.349854
	Iteration 16Q: 3 clusters Score -293963.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -293968.062500 Penalty: 2637.349854
	Iteration 17Q: 3 clusters Score -293968.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -293973.218750 Penalty: 2637.349854
	Iteration 18Q: 3 clusters Score -293973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -293976.812500 Penalty: 2637.349854
	Iteration 19Q: 3 clusters Score -293976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -293980.781250 Penalty: 2637.349854
	Iteration 20F: 3 clusters Score -293980.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -293984.375000 Penalty: 2637.349854
	Iteration 21Q: 3 clusters Score -293984.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -293988.156250 Penalty: 2637.349854
	Iteration 22Q: 3 clusters Score -293988.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -293991.343750 Penalty: 2637.349854
	Iteration 23Q: 3 clusters Score -293991.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -293993.500000 Penalty: 2637.349854
	Iteration 24Q: 3 clusters Score -293993.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -293996.031250 Penalty: 2637.349854
	Iteration 25Q: 3 clusters Score -293996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -293997.656250 Penalty: 2637.349854
	Iteration 26Q: 3 clusters Score -293997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -294000.281250 Penalty: 2637.349854
	Iteration 27Q: 3 clusters Score -294000.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -294001.656250 Penalty: 2637.349854
	Iteration 28Q: 3 clusters Score -294001.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294003.187500 Penalty: 2637.349854
	Iteration 29Q: 3 clusters Score -294003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -294003.656250 Penalty: 2637.349854
	Iteration 30Q: 3 clusters Score -294003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -294005.781250 Penalty: 2637.349854
	Iteration 31Q: 3 clusters Score -294005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -294006.250000 Penalty: 2637.349854
	Iteration 32Q: 3 clusters Score -294006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -294008.000000 Penalty: 2637.349854
	Iteration 33Q: 3 clusters Score -294008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -294010.093750 Penalty: 2637.349854
	Iteration 34Q: 3 clusters Score -294010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -294012.062500 Penalty: 2637.349854
	Iteration 35Q: 3 clusters Score -294012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -294012.375000 Penalty: 2637.349854
	Iteration 36Q: 3 clusters Score -294012.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -294012.375000 Penalty: 2637.349854
	Iteration 37F: 3 clusters Score -294012.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Entering Unmasked Estep 
Score: -1308852.250000 Penalty: 1560.277344
	Iteration 0F: 2 clusters Score -1308852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1298599.500000 Penalty: 3120.554688
	Iteration 0F: 3 clusters Score -1298600 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1302505.500000 Penalty: 3120.554688
	Iteration 1F: 3 clusters Score -1302506 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1303058.750000 Penalty: 3120.554688
	Iteration 2F: 3 clusters Score -1303059 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1303582.000000 Penalty: 3120.554688
	Iteration 3F: 3 clusters Score -1303582 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1304078.500000 Penalty: 3120.554688
	Iteration 4F: 3 clusters Score -1304078 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1304544.125000 Penalty: 3120.554688
	Iteration 5F: 3 clusters Score -1304544 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1305084.625000 Penalty: 3120.554688
	Iteration 6F: 3 clusters Score -1305085 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1305650.500000 Penalty: 3120.554688
	Iteration 7F: 3 clusters Score -1305650 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1306225.375000 Penalty: 3120.554688
	Iteration 8F: 3 clusters Score -1306225 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1306764.875000 Penalty: 3120.554688
	Iteration 9F: 3 clusters Score -1306765 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1307129.250000 Penalty: 3120.554688
	Iteration 10Q: 3 clusters Score -1307129 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1307365.375000 Penalty: 3120.554688
	Iteration 11Q: 3 clusters Score -1307365 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1307518.250000 Penalty: 3120.554688
	Iteration 12Q: 3 clusters Score -1307518 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1307610.250000 Penalty: 3120.554688
	Iteration 13Q: 3 clusters Score -1307610 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1307687.375000 Penalty: 3120.554688
	Iteration 14Q: 3 clusters Score -1307687 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1307742.000000 Penalty: 3120.554688
	Iteration 15Q: 3 clusters Score -1307742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1307776.500000 Penalty: 3120.554688
	Iteration 16Q: 3 clusters Score -1307776 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1307806.750000 Penalty: 3120.554688
	Iteration 17Q: 3 clusters Score -1307807 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1307832.000000 Penalty: 3120.554688
	Iteration 18Q: 3 clusters Score -1307832 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1307850.375000 Penalty: 3120.554688
	Iteration 19Q: 3 clusters Score -1307850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1307860.625000 Penalty: 3120.554688
	Iteration 20F: 3 clusters Score -1307861 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1307876.750000 Penalty: 3120.554688
	Iteration 21Q: 3 clusters Score -1307877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1307889.750000 Penalty: 3120.554688
	Iteration 22Q: 3 clusters Score -1307890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1307895.625000 Penalty: 3120.554688
	Iteration 23Q: 3 clusters Score -1307896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1307909.250000 Penalty: 3120.554688
	Iteration 24Q: 3 clusters Score -1307909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1307917.250000 Penalty: 3120.554688
	Iteration 25Q: 3 clusters Score -1307917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1307924.000000 Penalty: 3120.554688
	Iteration 26Q: 3 clusters Score -1307924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1307929.000000 Penalty: 3120.554688
	Iteration 27Q: 3 clusters Score -1307929 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1307931.375000 Penalty: 3120.554688
	Iteration 28Q: 3 clusters Score -1307931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1307938.500000 Penalty: 3120.554688
	Iteration 29Q: 3 clusters Score -1307938 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1307942.250000 Penalty: 3120.554688
	Iteration 30Q: 3 clusters Score -1307942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1307945.375000 Penalty: 3120.554688
	Iteration 31Q: 3 clusters Score -1307945 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1307949.875000 Penalty: 3120.554688
	Iteration 32Q: 3 clusters Score -1307950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1307951.750000 Penalty: 3120.554688
	Iteration 33Q: 3 clusters Score -1307952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1307960.500000 Penalty: 3120.554688
	Iteration 34Q: 3 clusters Score -1307960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1307963.500000 Penalty: 3120.554688
	Iteration 35Q: 3 clusters Score -1307964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1307969.875000 Penalty: 3120.554688
	Iteration 36Q: 3 clusters Score -1307970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1307969.500000 Penalty: 3120.554688
	Iteration 37Q: 3 clusters Score -1307970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1307972.500000 Penalty: 3120.554688
	Iteration 38Q: 3 clusters Score -1307972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1307975.500000 Penalty: 3120.554688
	Iteration 39Q: 3 clusters Score -1307976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1307977.625000 Penalty: 3120.554688
	Iteration 40F: 3 clusters Score -1307978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1307980.125000 Penalty: 3120.554688
	Iteration 41Q: 3 clusters Score -1307980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1307976.250000 Penalty: 3120.554688
	Iteration 42Q: 3 clusters Score -1307976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1307975.500000 Penalty: 3120.554688
	Iteration 43Q: 3 clusters Score -1307976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1307986.375000 Penalty: 3120.554688
	Iteration 44Q: 3 clusters Score -1307986 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1307989.625000 Penalty: 3120.554688
	Iteration 45Q: 3 clusters Score -1307990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1307992.875000 Penalty: 3120.554688
	Iteration 46Q: 3 clusters Score -1307993 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1307992.625000 Penalty: 3120.554688
	Iteration 47Q: 3 clusters Score -1307993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1307997.125000 Penalty: 3120.554688
	Iteration 48Q: 3 clusters Score -1307997 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1307997.000000 Penalty: 3120.554688
	Iteration 49Q: 3 clusters Score -1307997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1308000.750000 Penalty: 3120.554688
	Iteration 50Q: 3 clusters Score -1308001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1308001.875000 Penalty: 3120.554688
	Iteration 51Q: 3 clusters Score -1308002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1308000.250000 Penalty: 3120.554688
	Iteration 52Q: 3 clusters Score -1308000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1308002.125000 Penalty: 3120.554688
	Iteration 53Q: 3 clusters Score -1308002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1308006.375000 Penalty: 3120.554688
	Iteration 54Q: 3 clusters Score -1308006 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1308007.375000 Penalty: 3120.554688
	Iteration 55Q: 3 clusters Score -1308007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1308009.875000 Penalty: 3120.554688
	Iteration 56Q: 3 clusters Score -1308010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1308014.625000 Penalty: 3120.554688
	Iteration 57Q: 3 clusters Score -1308015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1308019.750000 Penalty: 3120.554688
	Iteration 58Q: 3 clusters Score -1308020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1308027.000000 Penalty: 3120.554688
	Iteration 59Q: 3 clusters Score -1308027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1308024.750000 Penalty: 3120.554688
	Iteration 60F: 3 clusters Score -1308025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1308029.500000 Penalty: 3120.554688
	Iteration 61Q: 3 clusters Score -1308030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1308034.500000 Penalty: 3120.554688
	Iteration 62Q: 3 clusters Score -1308034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1308034.750000 Penalty: 3120.554688
	Iteration 63Q: 3 clusters Score -1308035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1308036.125000 Penalty: 3120.554688
	Iteration 64Q: 3 clusters Score -1308036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1308034.125000 Penalty: 3120.554688
	Iteration 65Q: 3 clusters Score -1308034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1308033.125000 Penalty: 3120.554688
	Iteration 66Q: 3 clusters Score -1308033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1308033.500000 Penalty: 3120.554688
	Iteration 67Q: 3 clusters Score -1308034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1308034.625000 Penalty: 3120.554688
	Iteration 68Q: 3 clusters Score -1308035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1308034.000000 Penalty: 3120.554688
	Iteration 69Q: 3 clusters Score -1308034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1308033.125000 Penalty: 3120.554688
	Iteration 70Q: 3 clusters Score -1308033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1308033.500000 Penalty: 3120.554688
	Iteration 71Q: 3 clusters Score -1308034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1308034.250000 Penalty: 3120.554688
	Iteration 72Q: 3 clusters Score -1308034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1308033.000000 Penalty: 3120.554688
	Iteration 73Q: 3 clusters Score -1308033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1308033.000000 Penalty: 3120.554688
	Iteration 74Q: 3 clusters Score -1308033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1308035.125000 Penalty: 3120.554688
	Iteration 75Q: 3 clusters Score -1308035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1308034.875000 Penalty: 3120.554688
	Iteration 76Q: 3 clusters Score -1308035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1308034.750000 Penalty: 3120.554688
	Iteration 77Q: 3 clusters Score -1308035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1308035.375000 Penalty: 3120.554688
	Iteration 78Q: 3 clusters Score -1308035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1308034.375000 Penalty: 3120.554688
	Iteration 79Q: 3 clusters Score -1308034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1308033.250000 Penalty: 3120.554688
	Iteration 80F: 3 clusters Score -1308033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1308033.500000 Penalty: 3120.554688
	Iteration 81Q: 3 clusters Score -1308034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1308033.500000 Penalty: 3120.554688
	Iteration 82F: 3 clusters Score -1308034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Entering Unmasked Estep 
Score: -2833588.750000 Penalty: 1683.318726
	Iteration 0F: 2 clusters Score -2833589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2812381.250000 Penalty: 3366.637451
	Iteration 0F: 3 clusters Score -2812381 nChanged 14461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2820704.250000 Penalty: 3366.637451
	Iteration 1F: 3 clusters Score -2820704 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2821331.500000 Penalty: 3366.637451
	Iteration 2Q: 3 clusters Score -2821332 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2822262.500000 Penalty: 3366.637451
	Iteration 3F: 3 clusters Score -2822262 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2823656.250000 Penalty: 3366.637451
	Iteration 4F: 3 clusters Score -2823656 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -2825742.750000 Penalty: 3366.637451
	Iteration 5F: 3 clusters Score -2825743 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -2828092.250000 Penalty: 3366.637451
	Iteration 6F: 3 clusters Score -2828092 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -2829953.000000 Penalty: 3366.637451
	Iteration 7F: 3 clusters Score -2829953 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -2831090.000000 Penalty: 3366.637451
	Iteration 8Q: 3 clusters Score -2831090 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -2831633.750000 Penalty: 3366.637451
	Iteration 9Q: 3 clusters Score -2831634 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -2831845.750000 Penalty: 3366.637451
	Iteration 10Q: 3 clusters Score -2831846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -2831934.500000 Penalty: 3366.637451
	Iteration 11Q: 3 clusters Score -2831934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -2831969.250000 Penalty: 3366.637451
	Iteration 12Q: 3 clusters Score -2831969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -2832001.750000 Penalty: 3366.637451
	Iteration 13Q: 3 clusters Score -2832002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -2832035.750000 Penalty: 3366.637451
	Iteration 14Q: 3 clusters Score -2832036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -2832059.250000 Penalty: 3366.637451
	Iteration 15Q: 3 clusters Score -2832059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2832075.500000 Penalty: 3366.637451
	Iteration 16Q: 3 clusters Score -2832076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -2832077.750000 Penalty: 3366.637451
	Iteration 17Q: 3 clusters Score -2832078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2832079.250000 Penalty: 3366.637451
	Iteration 18Q: 3 clusters Score -2832079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -2832079.250000 Penalty: 3366.637451
	Iteration 19F: 3 clusters Score -2832079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Entering Unmasked Estep 
Score: -511891.187500 Penalty: 1404.134155
	Iteration 0F: 2 clusters Score -511891.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -507503.531250 Penalty: 2808.268311
	Iteration 0F: 3 clusters Score -507503.5 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -508864.000000 Penalty: 2808.268311
	Iteration 1F: 3 clusters Score -508864 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -509094.531250 Penalty: 2808.268311
	Iteration 2F: 3 clusters Score -509094.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -509267.718750 Penalty: 2808.268311
	Iteration 3F: 3 clusters Score -509267.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -509395.031250 Penalty: 2808.268311
	Iteration 4Q: 3 clusters Score -509395 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -509489.468750 Penalty: 2808.268311
	Iteration 5Q: 3 clusters Score -509489.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -509569.187500 Penalty: 2808.268311
	Iteration 6Q: 3 clusters Score -509569.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -509638.593750 Penalty: 2808.268311
	Iteration 7Q: 3 clusters Score -509638.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -509719.562500 Penalty: 2808.268311
	Iteration 8Q: 3 clusters Score -509719.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -509790.250000 Penalty: 2808.268311
	Iteration 9Q: 3 clusters Score -509790.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -509870.500000 Penalty: 2808.268311
	Iteration 10Q: 3 clusters Score -509870.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -509965.125000 Penalty: 2808.268311
	Iteration 11Q: 3 clusters Score -509965.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -510058.218750 Penalty: 2808.268311
	Iteration 12Q: 3 clusters Score -510058.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -510145.531250 Penalty: 2808.268311
	Iteration 13Q: 3 clusters Score -510145.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -510207.500000 Penalty: 2808.268311
	Iteration 14Q: 3 clusters Score -510207.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -510270.906250 Penalty: 2808.268311
	Iteration 15Q: 3 clusters Score -510270.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -510326.468750 Penalty: 2808.268311
	Iteration 16Q: 3 clusters Score -510326.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -510363.000000 Penalty: 2808.268311
	Iteration 17Q: 3 clusters Score -510363 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -510385.625000 Penalty: 2808.268311
	Iteration 18Q: 3 clusters Score -510385.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -510403.250000 Penalty: 2808.268311
	Iteration 19Q: 3 clusters Score -510403.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -510416.093750 Penalty: 2808.268311
	Iteration 20F: 3 clusters Score -510416.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -510423.375000 Penalty: 2808.268311
	Iteration 21Q: 3 clusters Score -510423.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -510432.062500 Penalty: 2808.268311
	Iteration 22Q: 3 clusters Score -510432.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -510437.750000 Penalty: 2808.268311
	Iteration 23Q: 3 clusters Score -510437.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -510442.250000 Penalty: 2808.268311
	Iteration 24Q: 3 clusters Score -510442.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -510446.843750 Penalty: 2808.268311
	Iteration 25Q: 3 clusters Score -510446.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -510450.187500 Penalty: 2808.268311
	Iteration 26Q: 3 clusters Score -510450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -510451.781250 Penalty: 2808.268311
	Iteration 27Q: 3 clusters Score -510451.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -510454.875000 Penalty: 2808.268311
	Iteration 28Q: 3 clusters Score -510454.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -510461.062500 Penalty: 2808.268311
	Iteration 29Q: 3 clusters Score -510461.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -510464.375000 Penalty: 2808.268311
	Iteration 30Q: 3 clusters Score -510464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -510469.062500 Penalty: 2808.268311
	Iteration 31Q: 3 clusters Score -510469.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -510472.125000 Penalty: 2808.268311
	Iteration 32Q: 3 clusters Score -510472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -510475.843750 Penalty: 2808.268311
	Iteration 33Q: 3 clusters Score -510475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -510479.593750 Penalty: 2808.268311
	Iteration 34Q: 3 clusters Score -510479.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -510481.937500 Penalty: 2808.268311
	Iteration 35Q: 3 clusters Score -510481.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -510486.218750 Penalty: 2808.268311
	Iteration 36Q: 3 clusters Score -510486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -510486.437500 Penalty: 2808.268311
	Iteration 37Q: 3 clusters Score -510486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -510487.500000 Penalty: 2808.268311
	Iteration 38Q: 3 clusters Score -510487.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -510487.500000 Penalty: 2808.268311
	Iteration 39F: 3 clusters Score -510487.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69153 members 
Entering Unmasked Estep 
Score: -6415054.500000 Penalty: 1810.912354
	Iteration 0F: 2 clusters Score -6415054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -6369381.500000 Penalty: 3621.824707
	Iteration 0F: 3 clusters Score -6369382 nChanged 32543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 36387 members 
Entering Unmasked Estep 
Score: -6387682.500000 Penalty: 3621.824707
	Iteration 1F: 3 clusters Score -6387682 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -6388382.500000 Penalty: 3621.824707
	Iteration 2Q: 3 clusters Score -6388382 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6389241.500000 Penalty: 3621.824707
	Iteration 3Q: 3 clusters Score -6389242 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -6390560.000000 Penalty: 3621.824707
	Iteration 4Q: 3 clusters Score -6390560 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -6392598.000000 Penalty: 3621.824707
	Iteration 5F: 3 clusters Score -6392598 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 49294 members 
Entering Unmasked Estep 
Score: -6395787.000000 Penalty: 3621.824707
	Iteration 6F: 3 clusters Score -6395787 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6400158.500000 Penalty: 3621.824707
	Iteration 7F: 3 clusters Score -6400158 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 59857 members 
Entering Unmasked Estep 
Score: -6404909.000000 Penalty: 3621.824707
	Iteration 8F: 3 clusters Score -6404909 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 63990 members 
Entering Unmasked Estep 
Score: -6408739.000000 Penalty: 3621.824707
	Iteration 9F: 3 clusters Score -6408739 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -6411232.000000 Penalty: 3621.824707
	Iteration 10Q: 3 clusters Score -6411232 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 67933 members 
Entering Unmasked Estep 
Score: -6412363.000000 Penalty: 3621.824707
	Iteration 11Q: 3 clusters Score -6412363 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 68506 members 
Entering Unmasked Estep 
Score: -6412897.000000 Penalty: 3621.824707
	Iteration 12Q: 3 clusters Score -6412897 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -6413161.000000 Penalty: 3621.824707
	Iteration 13Q: 3 clusters Score -6413161 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 68835 members 
Entering Unmasked Estep 
Score: -6413272.000000 Penalty: 3621.824707
	Iteration 14Q: 3 clusters Score -6413272 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 68871 members 
Entering Unmasked Estep 
Score: -6413344.500000 Penalty: 3621.824707
	Iteration 15Q: 3 clusters Score -6413344 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -6413391.000000 Penalty: 3621.824707
	Iteration 16Q: 3 clusters Score -6413391 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 68918 members 
Entering Unmasked Estep 
Score: -6413437.000000 Penalty: 3621.824707
	Iteration 17Q: 3 clusters Score -6413437 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -6413443.000000 Penalty: 3621.824707
	Iteration 18Q: 3 clusters Score -6413443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 68933 members 
Entering Unmasked Estep 
Score: -6413452.000000 Penalty: 3621.824707
	Iteration 19Q: 3 clusters Score -6413452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 68935 members 
Entering Unmasked Estep 
Score: -6413456.000000 Penalty: 3621.824707
	Iteration 20F: 3 clusters Score -6413456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 68938 members 
Entering Unmasked Estep 
Score: -6413463.500000 Penalty: 3621.824707
	Iteration 21Q: 3 clusters Score -6413464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 68942 members 
Entering Unmasked Estep 
Score: -6413460.000000 Penalty: 3621.824707
	Iteration 22Q: 3 clusters Score -6413460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -6413470.000000 Penalty: 3621.824707
	Iteration 23Q: 3 clusters Score -6413470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -6413474.000000 Penalty: 3621.824707
	Iteration 24Q: 3 clusters Score -6413474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 68940 members 
Entering Unmasked Estep 
Score: -6413474.000000 Penalty: 3621.824707
	Iteration 25F: 3 clusters Score -6413474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Entering Unmasked Estep 
Score: -519547.437500 Penalty: 1408.916870
	Iteration 0F: 2 clusters Score -519547.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -515069.937500 Penalty: 2817.833740
	Iteration 0F: 3 clusters Score -515069.9 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -516470.750000 Penalty: 2817.833740
	Iteration 1F: 3 clusters Score -516470.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -516754.375000 Penalty: 2817.833740
	Iteration 2F: 3 clusters Score -516754.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -516953.468750 Penalty: 2817.833740
	Iteration 3F: 3 clusters Score -516953.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -517118.281250 Penalty: 2817.833740
	Iteration 4F: 3 clusters Score -517118.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -517249.656250 Penalty: 2817.833740
	Iteration 5Q: 3 clusters Score -517249.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -517371.593750 Penalty: 2817.833740
	Iteration 6Q: 3 clusters Score -517371.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -517469.500000 Penalty: 2817.833740
	Iteration 7Q: 3 clusters Score -517469.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -517547.437500 Penalty: 2817.833740
	Iteration 8Q: 3 clusters Score -517547.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -517624.031250 Penalty: 2817.833740
	Iteration 9Q: 3 clusters Score -517624 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -517695.062500 Penalty: 2817.833740
	Iteration 10Q: 3 clusters Score -517695.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -517760.562500 Penalty: 2817.833740
	Iteration 11Q: 3 clusters Score -517760.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -517810.343750 Penalty: 2817.833740
	Iteration 12Q: 3 clusters Score -517810.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -517863.937500 Penalty: 2817.833740
	Iteration 13Q: 3 clusters Score -517863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -517904.375000 Penalty: 2817.833740
	Iteration 14Q: 3 clusters Score -517904.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -517933.781250 Penalty: 2817.833740
	Iteration 15Q: 3 clusters Score -517933.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -517958.812500 Penalty: 2817.833740
	Iteration 16Q: 3 clusters Score -517958.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -517974.718750 Penalty: 2817.833740
	Iteration 17Q: 3 clusters Score -517974.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -517980.937500 Penalty: 2817.833740
	Iteration 18Q: 3 clusters Score -517980.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -517988.843750 Penalty: 2817.833740
	Iteration 19Q: 3 clusters Score -517988.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -517994.062500 Penalty: 2817.833740
	Iteration 20F: 3 clusters Score -517994.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -517999.281250 Penalty: 2817.833740
	Iteration 21Q: 3 clusters Score -517999.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -518001.625000 Penalty: 2817.833740
	Iteration 22Q: 3 clusters Score -518001.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -518003.531250 Penalty: 2817.833740
	Iteration 23Q: 3 clusters Score -518003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -518006.375000 Penalty: 2817.833740
	Iteration 24Q: 3 clusters Score -518006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -518008.312500 Penalty: 2817.833740
	Iteration 25Q: 3 clusters Score -518008.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -518010.593750 Penalty: 2817.833740
	Iteration 26Q: 3 clusters Score -518010.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -518009.718750 Penalty: 2817.833740
	Iteration 27Q: 3 clusters Score -518009.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -518010.437500 Penalty: 2817.833740
	Iteration 28Q: 3 clusters Score -518010.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -518011.406250 Penalty: 2817.833740
	Iteration 29Q: 3 clusters Score -518011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -518012.500000 Penalty: 2817.833740
	Iteration 30Q: 3 clusters Score -518012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -518013.125000 Penalty: 2817.833740
	Iteration 31Q: 3 clusters Score -518013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -518013.781250 Penalty: 2817.833740
	Iteration 32Q: 3 clusters Score -518013.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -518015.218750 Penalty: 2817.833740
	Iteration 33Q: 3 clusters Score -518015.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -518016.562500 Penalty: 2817.833740
	Iteration 34Q: 3 clusters Score -518016.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -518016.687500 Penalty: 2817.833740
	Iteration 35Q: 3 clusters Score -518016.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -518017.968750 Penalty: 2817.833740
	Iteration 36Q: 3 clusters Score -518018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -518018.375000 Penalty: 2817.833740
	Iteration 37Q: 3 clusters Score -518018.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -518018.468750 Penalty: 2817.833740
	Iteration 38Q: 3 clusters Score -518018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -518019.187500 Penalty: 2817.833740
	Iteration 39Q: 3 clusters Score -518019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -518019.125000 Penalty: 2817.833740
	Iteration 40F: 3 clusters Score -518019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Entering Unmasked Estep 
Score: -634908.687500 Penalty: 1441.048462
	Iteration 0F: 2 clusters Score -634908.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -629551.375000 Penalty: 2882.096924
	Iteration 0F: 3 clusters Score -629551.4 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -631292.312500 Penalty: 2882.096924
	Iteration 1F: 3 clusters Score -631292.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -631643.500000 Penalty: 2882.096924
	Iteration 2F: 3 clusters Score -631643.5 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -631985.625000 Penalty: 2882.096924
	Iteration 3F: 3 clusters Score -631985.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -632287.562500 Penalty: 2882.096924
	Iteration 4F: 3 clusters Score -632287.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -632556.750000 Penalty: 2882.096924
	Iteration 5F: 3 clusters Score -632556.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -632794.625000 Penalty: 2882.096924
	Iteration 6F: 3 clusters Score -632794.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -633007.437500 Penalty: 2882.096924
	Iteration 7Q: 3 clusters Score -633007.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -633232.250000 Penalty: 2882.096924
	Iteration 8Q: 3 clusters Score -633232.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -633445.500000 Penalty: 2882.096924
	Iteration 9Q: 3 clusters Score -633445.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -633643.562500 Penalty: 2882.096924
	Iteration 10Q: 3 clusters Score -633643.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -633811.375000 Penalty: 2882.096924
	Iteration 11Q: 3 clusters Score -633811.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -633970.375000 Penalty: 2882.096924
	Iteration 12Q: 3 clusters Score -633970.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -634096.937500 Penalty: 2882.096924
	Iteration 13Q: 3 clusters Score -634096.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -634190.250000 Penalty: 2882.096924
	Iteration 14Q: 3 clusters Score -634190.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -634277.687500 Penalty: 2882.096924
	Iteration 15Q: 3 clusters Score -634277.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -634355.187500 Penalty: 2882.096924
	Iteration 16Q: 3 clusters Score -634355.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -634411.875000 Penalty: 2882.096924
	Iteration 17Q: 3 clusters Score -634411.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -634445.437500 Penalty: 2882.096924
	Iteration 18Q: 3 clusters Score -634445.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -634463.812500 Penalty: 2882.096924
	Iteration 19Q: 3 clusters Score -634463.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -634474.500000 Penalty: 2882.096924
	Iteration 20F: 3 clusters Score -634474.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -634480.375000 Penalty: 2882.096924
	Iteration 21Q: 3 clusters Score -634480.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -634484.812500 Penalty: 2882.096924
	Iteration 22Q: 3 clusters Score -634484.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -634488.625000 Penalty: 2882.096924
	Iteration 23Q: 3 clusters Score -634488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -634494.125000 Penalty: 2882.096924
	Iteration 24Q: 3 clusters Score -634494.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -634498.812500 Penalty: 2882.096924
	Iteration 25Q: 3 clusters Score -634498.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -634503.312500 Penalty: 2882.096924
	Iteration 26Q: 3 clusters Score -634503.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -634505.312500 Penalty: 2882.096924
	Iteration 27Q: 3 clusters Score -634505.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -634510.375000 Penalty: 2882.096924
	Iteration 28Q: 3 clusters Score -634510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -634512.812500 Penalty: 2882.096924
	Iteration 29Q: 3 clusters Score -634512.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -634513.375000 Penalty: 2882.096924
	Iteration 30Q: 3 clusters Score -634513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -634514.250000 Penalty: 2882.096924
	Iteration 31Q: 3 clusters Score -634514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -634514.000000 Penalty: 2882.096924
	Iteration 32Q: 3 clusters Score -634514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -634514.000000 Penalty: 2882.096924
	Iteration 33F: 3 clusters Score -634514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Entering Unmasked Estep 
Score: -361103.093750 Penalty: 1356.329346
	Iteration 0F: 2 clusters Score -361103.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -357726.781250 Penalty: 2712.658691
	Iteration 0F: 3 clusters Score -357726.8 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -358976.000000 Penalty: 2712.658691
	Iteration 1F: 3 clusters Score -358976 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -359401.406250 Penalty: 2712.658691
	Iteration 2F: 3 clusters Score -359401.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -359789.718750 Penalty: 2712.658691
	Iteration 3F: 3 clusters Score -359789.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -360113.000000 Penalty: 2712.658691
	Iteration 4F: 3 clusters Score -360113 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -360319.093750 Penalty: 2712.658691
	Iteration 5F: 3 clusters Score -360319.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -360446.968750 Penalty: 2712.658691
	Iteration 6Q: 3 clusters Score -360447 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -360545.656250 Penalty: 2712.658691
	Iteration 7Q: 3 clusters Score -360545.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -360625.531250 Penalty: 2712.658691
	Iteration 8Q: 3 clusters Score -360625.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -360684.500000 Penalty: 2712.658691
	Iteration 9Q: 3 clusters Score -360684.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -360714.937500 Penalty: 2712.658691
	Iteration 10Q: 3 clusters Score -360714.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -360729.937500 Penalty: 2712.658691
	Iteration 11Q: 3 clusters Score -360729.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -360744.656250 Penalty: 2712.658691
	Iteration 12Q: 3 clusters Score -360744.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -360754.625000 Penalty: 2712.658691
	Iteration 13Q: 3 clusters Score -360754.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -360762.125000 Penalty: 2712.658691
	Iteration 14Q: 3 clusters Score -360762.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -360767.218750 Penalty: 2712.658691
	Iteration 15Q: 3 clusters Score -360767.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -360771.500000 Penalty: 2712.658691
	Iteration 16Q: 3 clusters Score -360771.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -360773.843750 Penalty: 2712.658691
	Iteration 17Q: 3 clusters Score -360773.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -360776.437500 Penalty: 2712.658691
	Iteration 18Q: 3 clusters Score -360776.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -360778.937500 Penalty: 2712.658691
	Iteration 19Q: 3 clusters Score -360778.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360784.218750 Penalty: 2712.658691
	Iteration 20F: 3 clusters Score -360784.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360791.906250 Penalty: 2712.658691
	Iteration 21Q: 3 clusters Score -360791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -360795.750000 Penalty: 2712.658691
	Iteration 22Q: 3 clusters Score -360795.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -360796.750000 Penalty: 2712.658691
	Iteration 23Q: 3 clusters Score -360796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -360798.187500 Penalty: 2712.658691
	Iteration 24Q: 3 clusters Score -360798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -360799.593750 Penalty: 2712.658691
	Iteration 25Q: 3 clusters Score -360799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -360799.125000 Penalty: 2712.658691
	Iteration 26Q: 3 clusters Score -360799.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360799.718750 Penalty: 2712.658691
	Iteration 27Q: 3 clusters Score -360799.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -360800.593750 Penalty: 2712.658691
	Iteration 28Q: 3 clusters Score -360800.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360801.125000 Penalty: 2712.658691
	Iteration 29Q: 3 clusters Score -360801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -360801.125000 Penalty: 2712.658691
	Iteration 30F: 3 clusters Score -360801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Entering Unmasked Estep 
Score: -240482.578125 Penalty: 1284.634277
	Iteration 0F: 2 clusters Score -240482.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -237943.312500 Penalty: 2569.268555
	Iteration 0F: 3 clusters Score -237943.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -238527.328125 Penalty: 2569.268555
	Iteration 1F: 3 clusters Score -238527.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238662.437500 Penalty: 2569.268555
	Iteration 2F: 3 clusters Score -238662.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -238761.593750 Penalty: 2569.268555
	Iteration 3Q: 3 clusters Score -238761.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -238845.671875 Penalty: 2569.268555
	Iteration 4Q: 3 clusters Score -238845.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -238902.359375 Penalty: 2569.268555
	Iteration 5Q: 3 clusters Score -238902.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -238952.234375 Penalty: 2569.268555
	Iteration 6Q: 3 clusters Score -238952.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -239000.531250 Penalty: 2569.268555
	Iteration 7Q: 3 clusters Score -239000.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -239041.375000 Penalty: 2569.268555
	Iteration 8Q: 3 clusters Score -239041.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -239079.921875 Penalty: 2569.268555
	Iteration 9Q: 3 clusters Score -239079.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -239113.203125 Penalty: 2569.268555
	Iteration 10Q: 3 clusters Score -239113.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -239149.671875 Penalty: 2569.268555
	Iteration 11Q: 3 clusters Score -239149.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -239180.578125 Penalty: 2569.268555
	Iteration 12Q: 3 clusters Score -239180.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -239211.484375 Penalty: 2569.268555
	Iteration 13Q: 3 clusters Score -239211.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -239236.687500 Penalty: 2569.268555
	Iteration 14Q: 3 clusters Score -239236.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -239258.625000 Penalty: 2569.268555
	Iteration 15Q: 3 clusters Score -239258.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -239283.718750 Penalty: 2569.268555
	Iteration 16Q: 3 clusters Score -239283.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -239312.984375 Penalty: 2569.268555
	Iteration 17Q: 3 clusters Score -239313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -239342.765625 Penalty: 2569.268555
	Iteration 18Q: 3 clusters Score -239342.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -239361.781250 Penalty: 2569.268555
	Iteration 19Q: 3 clusters Score -239361.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -239378.750000 Penalty: 2569.268555
	Iteration 20F: 3 clusters Score -239378.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -239392.218750 Penalty: 2569.268555
	Iteration 21Q: 3 clusters Score -239392.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -239408.843750 Penalty: 2569.268555
	Iteration 22Q: 3 clusters Score -239408.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -239421.437500 Penalty: 2569.268555
	Iteration 23Q: 3 clusters Score -239421.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -239433.265625 Penalty: 2569.268555
	Iteration 24Q: 3 clusters Score -239433.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -239449.781250 Penalty: 2569.268555
	Iteration 25Q: 3 clusters Score -239449.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -239462.406250 Penalty: 2569.268555
	Iteration 26Q: 3 clusters Score -239462.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -239477.812500 Penalty: 2569.268555
	Iteration 27Q: 3 clusters Score -239477.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -239484.593750 Penalty: 2569.268555
	Iteration 28Q: 3 clusters Score -239484.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -239489.250000 Penalty: 2569.268555
	Iteration 29Q: 3 clusters Score -239489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -239494.343750 Penalty: 2569.268555
	Iteration 30Q: 3 clusters Score -239494.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -239498.890625 Penalty: 2569.268555
	Iteration 31Q: 3 clusters Score -239498.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -239503.265625 Penalty: 2569.268555
	Iteration 32Q: 3 clusters Score -239503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -239509.859375 Penalty: 2569.268555
	Iteration 33Q: 3 clusters Score -239509.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -239518.234375 Penalty: 2569.268555
	Iteration 34Q: 3 clusters Score -239518.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -239527.875000 Penalty: 2569.268555
	Iteration 35Q: 3 clusters Score -239527.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -239537.609375 Penalty: 2569.268555
	Iteration 36Q: 3 clusters Score -239537.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -239549.031250 Penalty: 2569.268555
	Iteration 37Q: 3 clusters Score -239549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -239557.875000 Penalty: 2569.268555
	Iteration 38Q: 3 clusters Score -239557.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -239564.390625 Penalty: 2569.268555
	Iteration 39Q: 3 clusters Score -239564.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -239571.250000 Penalty: 2569.268555
	Iteration 40F: 3 clusters Score -239571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -239584.875000 Penalty: 2569.268555
	Iteration 41Q: 3 clusters Score -239584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -239594.796875 Penalty: 2569.268555
	Iteration 42Q: 3 clusters Score -239594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -239602.609375 Penalty: 2569.268555
	Iteration 43Q: 3 clusters Score -239602.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -239609.781250 Penalty: 2569.268555
	Iteration 44Q: 3 clusters Score -239609.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -239617.703125 Penalty: 2569.268555
	Iteration 45Q: 3 clusters Score -239617.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -239622.234375 Penalty: 2569.268555
	Iteration 46Q: 3 clusters Score -239622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -239628.687500 Penalty: 2569.268555
	Iteration 47Q: 3 clusters Score -239628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -239633.328125 Penalty: 2569.268555
	Iteration 48Q: 3 clusters Score -239633.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -239640.765625 Penalty: 2569.268555
	Iteration 49Q: 3 clusters Score -239640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -239651.000000 Penalty: 2569.268555
	Iteration 50Q: 3 clusters Score -239651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -239666.953125 Penalty: 2569.268555
	Iteration 51Q: 3 clusters Score -239667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -239691.046875 Penalty: 2569.268555
	Iteration 52Q: 3 clusters Score -239691 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -239702.671875 Penalty: 2569.268555
	Iteration 53Q: 3 clusters Score -239702.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -239710.875000 Penalty: 2569.268555
	Iteration 54Q: 3 clusters Score -239710.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -239716.156250 Penalty: 2569.268555
	Iteration 55Q: 3 clusters Score -239716.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -239723.281250 Penalty: 2569.268555
	Iteration 56Q: 3 clusters Score -239723.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -239737.296875 Penalty: 2569.268555
	Iteration 57Q: 3 clusters Score -239737.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -239744.765625 Penalty: 2569.268555
	Iteration 58Q: 3 clusters Score -239744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -239747.515625 Penalty: 2569.268555
	Iteration 59Q: 3 clusters Score -239747.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -239752.062500 Penalty: 2569.268555
	Iteration 60F: 3 clusters Score -239752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -239754.968750 Penalty: 2569.268555
	Iteration 61Q: 3 clusters Score -239755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -239755.500000 Penalty: 2569.268555
	Iteration 62Q: 3 clusters Score -239755.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -239755.500000 Penalty: 2569.268555
	Iteration 63F: 3 clusters Score -239755.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -472166.656250 Penalty: 1387.770752
	Iteration 0F: 2 clusters Score -472166.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -468129.281250 Penalty: 2775.541504
	Iteration 0F: 3 clusters Score -468129.3 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -469234.281250 Penalty: 2775.541504
	Iteration 1F: 3 clusters Score -469234.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -469383.781250 Penalty: 2775.541504
	Iteration 2F: 3 clusters Score -469383.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -469471.062500 Penalty: 2775.541504
	Iteration 3Q: 3 clusters Score -469471.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -469530.156250 Penalty: 2775.541504
	Iteration 4Q: 3 clusters Score -469530.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -469567.843750 Penalty: 2775.541504
	Iteration 5Q: 3 clusters Score -469567.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -469596.562500 Penalty: 2775.541504
	Iteration 6Q: 3 clusters Score -469596.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -469616.218750 Penalty: 2775.541504
	Iteration 7Q: 3 clusters Score -469616.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -469636.125000 Penalty: 2775.541504
	Iteration 8Q: 3 clusters Score -469636.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -469655.906250 Penalty: 2775.541504
	Iteration 9Q: 3 clusters Score -469655.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -469683.000000 Penalty: 2775.541504
	Iteration 10Q: 3 clusters Score -469683 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -469713.000000 Penalty: 2775.541504
	Iteration 11Q: 3 clusters Score -469713 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469739.687500 Penalty: 2775.541504
	Iteration 12Q: 3 clusters Score -469739.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -469768.468750 Penalty: 2775.541504
	Iteration 13Q: 3 clusters Score -469768.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -469801.687500 Penalty: 2775.541504
	Iteration 14Q: 3 clusters Score -469801.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -469835.750000 Penalty: 2775.541504
	Iteration 15Q: 3 clusters Score -469835.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -469861.906250 Penalty: 2775.541504
	Iteration 16Q: 3 clusters Score -469861.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -469899.500000 Penalty: 2775.541504
	Iteration 17Q: 3 clusters Score -469899.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -469948.593750 Penalty: 2775.541504
	Iteration 18Q: 3 clusters Score -469948.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -470012.250000 Penalty: 2775.541504
	Iteration 19Q: 3 clusters Score -470012.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -470075.125000 Penalty: 2775.541504
	Iteration 20F: 3 clusters Score -470075.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -470148.500000 Penalty: 2775.541504
	Iteration 21Q: 3 clusters Score -470148.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -470233.062500 Penalty: 2775.541504
	Iteration 22Q: 3 clusters Score -470233.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -470317.187500 Penalty: 2775.541504
	Iteration 23Q: 3 clusters Score -470317.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -470384.000000 Penalty: 2775.541504
	Iteration 24Q: 3 clusters Score -470384 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -470467.125000 Penalty: 2775.541504
	Iteration 25Q: 3 clusters Score -470467.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -470568.625000 Penalty: 2775.541504
	Iteration 26Q: 3 clusters Score -470568.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -470648.156250 Penalty: 2775.541504
	Iteration 27Q: 3 clusters Score -470648.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -470721.031250 Penalty: 2775.541504
	Iteration 28Q: 3 clusters Score -470721 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -470774.781250 Penalty: 2775.541504
	Iteration 29Q: 3 clusters Score -470774.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -470821.406250 Penalty: 2775.541504
	Iteration 30Q: 3 clusters Score -470821.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -470858.312500 Penalty: 2775.541504
	Iteration 31Q: 3 clusters Score -470858.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -470886.625000 Penalty: 2775.541504
	Iteration 32Q: 3 clusters Score -470886.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -470909.250000 Penalty: 2775.541504
	Iteration 33Q: 3 clusters Score -470909.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -470929.687500 Penalty: 2775.541504
	Iteration 34Q: 3 clusters Score -470929.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -470948.718750 Penalty: 2775.541504
	Iteration 35Q: 3 clusters Score -470948.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -470964.062500 Penalty: 2775.541504
	Iteration 36Q: 3 clusters Score -470964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -470972.812500 Penalty: 2775.541504
	Iteration 37Q: 3 clusters Score -470972.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -470986.031250 Penalty: 2775.541504
	Iteration 38Q: 3 clusters Score -470986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -470990.750000 Penalty: 2775.541504
	Iteration 39Q: 3 clusters Score -470990.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -470995.718750 Penalty: 2775.541504
	Iteration 40F: 3 clusters Score -470995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -471001.250000 Penalty: 2775.541504
	Iteration 41Q: 3 clusters Score -471001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -471007.125000 Penalty: 2775.541504
	Iteration 42Q: 3 clusters Score -471007.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -471015.812500 Penalty: 2775.541504
	Iteration 43Q: 3 clusters Score -471015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -471020.843750 Penalty: 2775.541504
	Iteration 44Q: 3 clusters Score -471020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -471024.156250 Penalty: 2775.541504
	Iteration 45Q: 3 clusters Score -471024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -471024.156250 Penalty: 2775.541504
	Iteration 46F: 3 clusters Score -471024.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 25492 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7531 members 
Mstep: Class 7 contains 10822 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31595 members 
Mstep: Class 12 contains 3344 members 
Mstep: Class 13 contains 14790 members 
Mstep: Class 14 contains 31536 members 
Mstep: Class 15 contains 5658 members 
Mstep: Class 16 contains 69153 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814454.000000 Penalty: 42822.269531
Iteration 279Q: 22 clusters Score -2.481445e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 25397 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 10802 members 
Mstep: Class 8 contains 16377 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31581 members 
Mstep: Class 12 contains 3346 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 31477 members 
Mstep: Class 15 contains 5680 members 
Mstep: Class 16 contains 69193 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7102 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814482.000000 Penalty: 42822.269531
Iteration 280F: 22 clusters Score -2.481448e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 25305 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 31567 members 
Mstep: Class 12 contains 3350 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 31419 members 
Mstep: Class 15 contains 5694 members 
Mstep: Class 16 contains 69239 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814542.000000 Penalty: 42822.269531
Iteration 281Q: 22 clusters Score -2.481454e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 25237 members 
Mstep: Class 3 contains 4319 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 10772 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 31555 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 14792 members 
Mstep: Class 14 contains 31380 members 
Mstep: Class 15 contains 5709 members 
Mstep: Class 16 contains 69275 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 7099 members 
Mstep: Class 19 contains 4215 members 
Mstep: Class 20 contains 2712 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814488.000000 Penalty: 42822.269531
Iteration 282Q: 22 clusters Score -2.481449e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 25175 members 
Mstep: Class 3 contains 4318 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 1337 members 
Mstep: Class 6 contains 7639 members 
Mstep: Class 7 contains 10758 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 31543 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 14794 members 
Mstep: Class 14 contains 31342 members 
Mstep: Class 15 contains 5721 members 
Mstep: Class 16 contains 69303 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7097 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814542.000000 Penalty: 42822.269531
Iteration 283Q: 22 clusters Score -2.481454e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 25122 members 
Mstep: Class 3 contains 4321 members 
Mstep: Class 4 contains 4598 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7665 members 
Mstep: Class 7 contains 10746 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4047 members 
Mstep: Class 11 contains 31527 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 14794 members 
Mstep: Class 14 contains 31276 members 
Mstep: Class 15 contains 5738 members 
Mstep: Class 16 contains 69346 members 
Mstep: Class 17 contains 5829 members 
Mstep: Class 18 contains 7101 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814550.000000 Penalty: 42822.269531
Iteration 284Q: 22 clusters Score -2.481455e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 25069 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7684 members 
Mstep: Class 7 contains 10735 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 31509 members 
Mstep: Class 12 contains 3354 members 
Mstep: Class 13 contains 14797 members 
Mstep: Class 14 contains 31224 members 
Mstep: Class 15 contains 5748 members 
Mstep: Class 16 contains 69386 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7100 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814590.000000 Penalty: 42822.269531
Iteration 285Q: 22 clusters Score -2.481459e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 25033 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 1338 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 10717 members 
Mstep: Class 8 contains 16380 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 4045 members 
Mstep: Class 11 contains 31494 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 14791 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 5763 members 
Mstep: Class 16 contains 69420 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814562.000000 Penalty: 42822.269531
Iteration 286Q: 22 clusters Score -2.481456e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 24975 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7737 members 
Mstep: Class 7 contains 10705 members 
Mstep: Class 8 contains 16381 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31487 members 
Mstep: Class 12 contains 3356 members 
Mstep: Class 13 contains 14786 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 5776 members 
Mstep: Class 16 contains 69455 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7112 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814570.000000 Penalty: 42822.269531
Iteration 287Q: 22 clusters Score -2.481457e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 24918 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4607 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 10702 members 
Mstep: Class 8 contains 16379 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31476 members 
Mstep: Class 12 contains 3361 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 31058 members 
Mstep: Class 15 contains 5785 members 
Mstep: Class 16 contains 69491 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7113 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814610.000000 Penalty: 42822.269531
Iteration 288Q: 22 clusters Score -2.481461e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 24865 members 
Mstep: Class 3 contains 4328 members 
Mstep: Class 4 contains 4610 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 10695 members 
Mstep: Class 8 contains 16373 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31463 members 
Mstep: Class 12 contains 3368 members 
Mstep: Class 13 contains 14787 members 
Mstep: Class 14 contains 31005 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 69528 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2730 members 
Mstep: Class 21 contains 5107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814618.000000 Penalty: 42822.269531
Iteration 289Q: 22 clusters Score -2.481462e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 24821 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7845 members 
Mstep: Class 7 contains 10692 members 
Mstep: Class 8 contains 16376 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31446 members 
Mstep: Class 12 contains 3374 members 
Mstep: Class 13 contains 14782 members 
Mstep: Class 14 contains 30949 members 
Mstep: Class 15 contains 5801 members 
Mstep: Class 16 contains 69559 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7124 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 5106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814598.000000 Penalty: 42822.269531
Iteration 290Q: 22 clusters Score -2.48146e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 24780 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 4 contains 4615 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7890 members 
Mstep: Class 7 contains 10690 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31430 members 
Mstep: Class 12 contains 3376 members 
Mstep: Class 13 contains 14780 members 
Mstep: Class 14 contains 30908 members 
Mstep: Class 15 contains 5822 members 
Mstep: Class 16 contains 69579 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2739 members 
Mstep: Class 21 contains 5108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814716.000000 Penalty: 42822.269531
Iteration 291Q: 22 clusters Score -2.481472e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 24750 members 
Mstep: Class 3 contains 4332 members 
Mstep: Class 4 contains 4623 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7928 members 
Mstep: Class 7 contains 10689 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31412 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 14767 members 
Mstep: Class 14 contains 30872 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 69607 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7121 members 
Mstep: Class 19 contains 4219 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814702.000000 Penalty: 42822.269531
Iteration 292Q: 22 clusters Score -2.48147e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 24724 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4629 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 7971 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31404 members 
Mstep: Class 12 contains 3381 members 
Mstep: Class 13 contains 14749 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 5867 members 
Mstep: Class 16 contains 69620 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7120 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814660.000000 Penalty: 42822.269531
Iteration 293Q: 22 clusters Score -2.481466e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 24678 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4634 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8005 members 
Mstep: Class 7 contains 10685 members 
Mstep: Class 8 contains 16353 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31394 members 
Mstep: Class 12 contains 3384 members 
Mstep: Class 13 contains 14735 members 
Mstep: Class 14 contains 30803 members 
Mstep: Class 15 contains 5893 members 
Mstep: Class 16 contains 69643 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 5112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814754.000000 Penalty: 42822.269531
Iteration 294Q: 22 clusters Score -2.481475e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 24630 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 4643 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8039 members 
Mstep: Class 7 contains 10684 members 
Mstep: Class 8 contains 16351 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 31386 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 30774 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 69653 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7117 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 5114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814846.000000 Penalty: 42822.269531
Iteration 295Q: 22 clusters Score -2.481485e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 24585 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8072 members 
Mstep: Class 7 contains 10683 members 
Mstep: Class 8 contains 16348 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31384 members 
Mstep: Class 12 contains 3391 members 
Mstep: Class 13 contains 14710 members 
Mstep: Class 14 contains 30751 members 
Mstep: Class 15 contains 5911 members 
Mstep: Class 16 contains 69670 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7123 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 5116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814868.000000 Penalty: 42822.269531
Iteration 296Q: 22 clusters Score -2.481487e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 24545 members 
Mstep: Class 3 contains 4330 members 
Mstep: Class 4 contains 4646 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8097 members 
Mstep: Class 7 contains 10681 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31382 members 
Mstep: Class 12 contains 3396 members 
Mstep: Class 13 contains 14697 members 
Mstep: Class 14 contains 30720 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 69688 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7129 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814884.000000 Penalty: 42822.269531
Iteration 297Q: 22 clusters Score -2.481488e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 24507 members 
Mstep: Class 3 contains 4335 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8109 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 16339 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31381 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 14688 members 
Mstep: Class 14 contains 30694 members 
Mstep: Class 15 contains 5924 members 
Mstep: Class 16 contains 69707 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814926.000000 Penalty: 42822.269531
Iteration 298Q: 22 clusters Score -2.481493e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 24470 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8117 members 
Mstep: Class 7 contains 10676 members 
Mstep: Class 8 contains 16338 members 
Mstep: Class 9 contains 5343 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 31377 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 14685 members 
Mstep: Class 14 contains 30668 members 
Mstep: Class 15 contains 5931 members 
Mstep: Class 16 contains 69719 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7133 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 5118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814974.000000 Penalty: 42822.269531
Iteration 299Q: 22 clusters Score -2.481497e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 24439 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 10673 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31373 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 14679 members 
Mstep: Class 14 contains 30651 members 
Mstep: Class 15 contains 5938 members 
Mstep: Class 16 contains 69726 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 19 contains 4225 members 
Mstep: Class 20 contains 2783 members 
Mstep: Class 21 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814972.000000 Penalty: 42822.269531
Iteration 300F: 22 clusters Score -2.481497e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 24403 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 4 contains 4653 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10668 members 
Mstep: Class 8 contains 16337 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31377 members 
Mstep: Class 12 contains 3400 members 
Mstep: Class 13 contains 14675 members 
Mstep: Class 14 contains 30644 members 
Mstep: Class 15 contains 5951 members 
Mstep: Class 16 contains 69729 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7138 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814908.000000 Penalty: 42822.269531
Iteration 301Q: 22 clusters Score -2.481491e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 24380 members 
Mstep: Class 3 contains 4339 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8136 members 
Mstep: Class 7 contains 10665 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31374 members 
Mstep: Class 12 contains 3398 members 
Mstep: Class 13 contains 14668 members 
Mstep: Class 14 contains 30634 members 
Mstep: Class 15 contains 5960 members 
Mstep: Class 16 contains 69728 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7144 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 5119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814924.000000 Penalty: 42822.269531
Iteration 302Q: 22 clusters Score -2.481492e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 24365 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 10663 members 
Mstep: Class 8 contains 16341 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 31372 members 
Mstep: Class 12 contains 3395 members 
Mstep: Class 13 contains 14663 members 
Mstep: Class 14 contains 30619 members 
Mstep: Class 15 contains 5976 members 
Mstep: Class 16 contains 69721 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7147 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 5120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814906.000000 Penalty: 42822.269531
Iteration 303Q: 22 clusters Score -2.481491e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 24347 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 16344 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31371 members 
Mstep: Class 12 contains 3401 members 
Mstep: Class 13 contains 14652 members 
Mstep: Class 14 contains 30593 members 
Mstep: Class 15 contains 5990 members 
Mstep: Class 16 contains 69719 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7151 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814926.000000 Penalty: 42822.269531
Iteration 304Q: 22 clusters Score -2.481493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 24328 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 10655 members 
Mstep: Class 8 contains 16347 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31371 members 
Mstep: Class 12 contains 3409 members 
Mstep: Class 13 contains 14638 members 
Mstep: Class 14 contains 30573 members 
Mstep: Class 15 contains 6002 members 
Mstep: Class 16 contains 69724 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7152 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814978.000000 Penalty: 42822.269531
Iteration 305Q: 22 clusters Score -2.481498e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 24312 members 
Mstep: Class 3 contains 4341 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8143 members 
Mstep: Class 7 contains 10654 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31363 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 14627 members 
Mstep: Class 14 contains 30558 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 69728 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7158 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814956.000000 Penalty: 42822.269531
Iteration 306Q: 22 clusters Score -2.481496e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 24285 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4676 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 3415 members 
Mstep: Class 13 contains 14626 members 
Mstep: Class 14 contains 30554 members 
Mstep: Class 15 contains 6022 members 
Mstep: Class 16 contains 69731 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7164 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814956.000000 Penalty: 42822.269531
Iteration 307Q: 22 clusters Score -2.481496e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 24261 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8146 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 16354 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31362 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 14619 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 6035 members 
Mstep: Class 16 contains 69739 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7168 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2797 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815020.000000 Penalty: 42822.269531
Iteration 308Q: 22 clusters Score -2.481502e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 4342 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8149 members 
Mstep: Class 7 contains 10653 members 
Mstep: Class 8 contains 16355 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31362 members 
Mstep: Class 12 contains 3410 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 30536 members 
Mstep: Class 15 contains 6040 members 
Mstep: Class 16 contains 69741 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7173 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814980.000000 Penalty: 42822.269531
Iteration 309Q: 22 clusters Score -2.481498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 24239 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8148 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31359 members 
Mstep: Class 12 contains 3407 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 30534 members 
Mstep: Class 15 contains 6049 members 
Mstep: Class 16 contains 69739 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815014.000000 Penalty: 42822.269531
Iteration 310Q: 22 clusters Score -2.481501e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 24224 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 10647 members 
Mstep: Class 8 contains 16360 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 14622 members 
Mstep: Class 14 contains 30527 members 
Mstep: Class 15 contains 6054 members 
Mstep: Class 16 contains 69748 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7180 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815030.000000 Penalty: 42822.269531
Iteration 311Q: 22 clusters Score -2.481503e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 24210 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4689 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 30517 members 
Mstep: Class 15 contains 6059 members 
Mstep: Class 16 contains 69754 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815022.000000 Penalty: 42822.269531
Iteration 312Q: 22 clusters Score -2.481502e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 24195 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8147 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 16361 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31361 members 
Mstep: Class 12 contains 3406 members 
Mstep: Class 13 contains 14625 members 
Mstep: Class 14 contains 30509 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 69750 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7185 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815006.000000 Penalty: 42822.269531
Iteration 313Q: 22 clusters Score -2.481501e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 24180 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8144 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31360 members 
Mstep: Class 12 contains 3407 members 
Mstep: Class 13 contains 14622 members 
Mstep: Class 14 contains 30498 members 
Mstep: Class 15 contains 6074 members 
Mstep: Class 16 contains 69753 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814998.000000 Penalty: 42822.269531
Iteration 314Q: 22 clusters Score -2.4815e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 24165 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8139 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 16364 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31356 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 14618 members 
Mstep: Class 14 contains 30490 members 
Mstep: Class 15 contains 6082 members 
Mstep: Class 16 contains 69752 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 4220 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 5123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814956.000000 Penalty: 42822.269531
Iteration 315Q: 22 clusters Score -2.481496e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 24152 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 10643 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31357 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 14611 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 6094 members 
Mstep: Class 16 contains 69757 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7182 members 
Mstep: Class 19 contains 4219 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 5124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814988.000000 Penalty: 42822.269531
Iteration 316Q: 22 clusters Score -2.481499e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 24141 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 10641 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31356 members 
Mstep: Class 12 contains 3414 members 
Mstep: Class 13 contains 14605 members 
Mstep: Class 14 contains 30478 members 
Mstep: Class 15 contains 6103 members 
Mstep: Class 16 contains 69762 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 5125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814948.000000 Penalty: 42822.269531
Iteration 317Q: 22 clusters Score -2.481495e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 24130 members 
Mstep: Class 3 contains 4348 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8138 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 3412 members 
Mstep: Class 13 contains 14602 members 
Mstep: Class 14 contains 30479 members 
Mstep: Class 15 contains 6105 members 
Mstep: Class 16 contains 69768 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7184 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814922.000000 Penalty: 42822.269531
Iteration 318Q: 22 clusters Score -2.481492e+07 nChanged 57
Entering ConstructFrom: 
Score: -24814922.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -1962618.000000 Penalty: 1622.962402
	Iteration 0F: 2 clusters Score -1962618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1947905.500000 Penalty: 3245.924805
	Iteration 0F: 3 clusters Score -1947906 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1953482.625000 Penalty: 3245.924805
	Iteration 1F: 3 clusters Score -1953483 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1954126.500000 Penalty: 3245.924805
	Iteration 2F: 3 clusters Score -1954126 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1954821.625000 Penalty: 3245.924805
	Iteration 3F: 3 clusters Score -1954822 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -1955582.625000 Penalty: 3245.924805
	Iteration 4F: 3 clusters Score -1955583 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1956455.500000 Penalty: 3245.924805
	Iteration 5F: 3 clusters Score -1956456 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1957329.375000 Penalty: 3245.924805
	Iteration 6F: 3 clusters Score -1957329 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1958125.125000 Penalty: 3245.924805
	Iteration 7F: 3 clusters Score -1958125 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1958751.000000 Penalty: 3245.924805
	Iteration 8Q: 3 clusters Score -1958751 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1959179.375000 Penalty: 3245.924805
	Iteration 9Q: 3 clusters Score -1959179 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1959459.500000 Penalty: 3245.924805
	Iteration 10Q: 3 clusters Score -1959460 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1959628.000000 Penalty: 3245.924805
	Iteration 11Q: 3 clusters Score -1959628 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1959766.000000 Penalty: 3245.924805
	Iteration 12Q: 3 clusters Score -1959766 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1959890.750000 Penalty: 3245.924805
	Iteration 13Q: 3 clusters Score -1959891 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1960001.875000 Penalty: 3245.924805
	Iteration 14Q: 3 clusters Score -1960002 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1960103.875000 Penalty: 3245.924805
	Iteration 15Q: 3 clusters Score -1960104 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1960192.000000 Penalty: 3245.924805
	Iteration 16Q: 3 clusters Score -1960192 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1960296.625000 Penalty: 3245.924805
	Iteration 17Q: 3 clusters Score -1960297 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1960386.000000 Penalty: 3245.924805
	Iteration 18Q: 3 clusters Score -1960386 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1960460.500000 Penalty: 3245.924805
	Iteration 19Q: 3 clusters Score -1960460 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1960524.625000 Penalty: 3245.924805
	Iteration 20F: 3 clusters Score -1960525 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1960592.500000 Penalty: 3245.924805
	Iteration 21Q: 3 clusters Score -1960592 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1960658.500000 Penalty: 3245.924805
	Iteration 22Q: 3 clusters Score -1960658 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1960719.500000 Penalty: 3245.924805
	Iteration 23Q: 3 clusters Score -1960720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1960779.750000 Penalty: 3245.924805
	Iteration 24Q: 3 clusters Score -1960780 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1960838.375000 Penalty: 3245.924805
	Iteration 25Q: 3 clusters Score -1960838 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1960879.125000 Penalty: 3245.924805
	Iteration 26Q: 3 clusters Score -1960879 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1960919.500000 Penalty: 3245.924805
	Iteration 27Q: 3 clusters Score -1960920 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1960966.750000 Penalty: 3245.924805
	Iteration 28Q: 3 clusters Score -1960967 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1961000.000000 Penalty: 3245.924805
	Iteration 29Q: 3 clusters Score -1961000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1961023.000000 Penalty: 3245.924805
	Iteration 30Q: 3 clusters Score -1961023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1961056.125000 Penalty: 3245.924805
	Iteration 31Q: 3 clusters Score -1961056 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1961093.625000 Penalty: 3245.924805
	Iteration 32Q: 3 clusters Score -1961094 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1961117.500000 Penalty: 3245.924805
	Iteration 33Q: 3 clusters Score -1961118 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1961138.625000 Penalty: 3245.924805
	Iteration 34Q: 3 clusters Score -1961139 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1961164.250000 Penalty: 3245.924805
	Iteration 35Q: 3 clusters Score -1961164 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1961186.750000 Penalty: 3245.924805
	Iteration 36Q: 3 clusters Score -1961187 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1961211.375000 Penalty: 3245.924805
	Iteration 37Q: 3 clusters Score -1961211 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1961238.375000 Penalty: 3245.924805
	Iteration 38Q: 3 clusters Score -1961238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1961257.125000 Penalty: 3245.924805
	Iteration 39Q: 3 clusters Score -1961257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1961278.125000 Penalty: 3245.924805
	Iteration 40F: 3 clusters Score -1961278 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1961294.750000 Penalty: 3245.924805
	Iteration 41Q: 3 clusters Score -1961295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1961317.500000 Penalty: 3245.924805
	Iteration 42Q: 3 clusters Score -1961318 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1961338.625000 Penalty: 3245.924805
	Iteration 43Q: 3 clusters Score -1961339 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1961360.000000 Penalty: 3245.924805
	Iteration 44Q: 3 clusters Score -1961360 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1961370.500000 Penalty: 3245.924805
	Iteration 45Q: 3 clusters Score -1961370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1961374.625000 Penalty: 3245.924805
	Iteration 46Q: 3 clusters Score -1961375 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1961387.250000 Penalty: 3245.924805
	Iteration 47Q: 3 clusters Score -1961387 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1961401.750000 Penalty: 3245.924805
	Iteration 48Q: 3 clusters Score -1961402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1961400.500000 Penalty: 3245.924805
	Iteration 49Q: 3 clusters Score -1961400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1961402.375000 Penalty: 3245.924805
	Iteration 50Q: 3 clusters Score -1961402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1961412.125000 Penalty: 3245.924805
	Iteration 51Q: 3 clusters Score -1961412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1961415.750000 Penalty: 3245.924805
	Iteration 52Q: 3 clusters Score -1961416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1961423.250000 Penalty: 3245.924805
	Iteration 53Q: 3 clusters Score -1961423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1961430.000000 Penalty: 3245.924805
	Iteration 54Q: 3 clusters Score -1961430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1961433.500000 Penalty: 3245.924805
	Iteration 55Q: 3 clusters Score -1961434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1961443.250000 Penalty: 3245.924805
	Iteration 56Q: 3 clusters Score -1961443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1961448.750000 Penalty: 3245.924805
	Iteration 57Q: 3 clusters Score -1961449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1961454.250000 Penalty: 3245.924805
	Iteration 58Q: 3 clusters Score -1961454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1961458.500000 Penalty: 3245.924805
	Iteration 59Q: 3 clusters Score -1961458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1961464.250000 Penalty: 3245.924805
	Iteration 60F: 3 clusters Score -1961464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1961466.250000 Penalty: 3245.924805
	Iteration 61Q: 3 clusters Score -1961466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1961471.625000 Penalty: 3245.924805
	Iteration 62Q: 3 clusters Score -1961472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1961474.250000 Penalty: 3245.924805
	Iteration 63Q: 3 clusters Score -1961474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1961475.125000 Penalty: 3245.924805
	Iteration 64Q: 3 clusters Score -1961475 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1961476.625000 Penalty: 3245.924805
	Iteration 65Q: 3 clusters Score -1961477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1961484.000000 Penalty: 3245.924805
	Iteration 66Q: 3 clusters Score -1961484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1961484.000000 Penalty: 3245.924805
	Iteration 67Q: 3 clusters Score -1961484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1961482.375000 Penalty: 3245.924805
	Iteration 68Q: 3 clusters Score -1961482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1961481.250000 Penalty: 3245.924805
	Iteration 69Q: 3 clusters Score -1961481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1961484.000000 Penalty: 3245.924805
	Iteration 70Q: 3 clusters Score -1961484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1961481.375000 Penalty: 3245.924805
	Iteration 71Q: 3 clusters Score -1961481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1961483.375000 Penalty: 3245.924805
	Iteration 72Q: 3 clusters Score -1961483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1961484.625000 Penalty: 3245.924805
	Iteration 73Q: 3 clusters Score -1961485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1961484.625000 Penalty: 3245.924805
	Iteration 74F: 3 clusters Score -1961485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Entering Unmasked Estep 
Score: -2227576.750000 Penalty: 1639.713989
	Iteration 0F: 2 clusters Score -2227577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2211278.500000 Penalty: 3279.427979
	Iteration 0F: 3 clusters Score -2211278 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2217616.000000 Penalty: 3279.427979
	Iteration 1F: 3 clusters Score -2217616 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2218190.500000 Penalty: 3279.427979
	Iteration 2F: 3 clusters Score -2218190 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2218745.250000 Penalty: 3279.427979
	Iteration 3F: 3 clusters Score -2218745 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2219353.250000 Penalty: 3279.427979
	Iteration 4F: 3 clusters Score -2219353 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2219961.250000 Penalty: 3279.427979
	Iteration 5F: 3 clusters Score -2219961 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -2220609.750000 Penalty: 3279.427979
	Iteration 6F: 3 clusters Score -2220610 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -2221199.000000 Penalty: 3279.427979
	Iteration 7Q: 3 clusters Score -2221199 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2221778.250000 Penalty: 3279.427979
	Iteration 8Q: 3 clusters Score -2221778 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -2222386.500000 Penalty: 3279.427979
	Iteration 9Q: 3 clusters Score -2222386 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2223062.750000 Penalty: 3279.427979
	Iteration 10Q: 3 clusters Score -2223063 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2223620.750000 Penalty: 3279.427979
	Iteration 11Q: 3 clusters Score -2223621 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2224086.000000 Penalty: 3279.427979
	Iteration 12Q: 3 clusters Score -2224086 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2224422.500000 Penalty: 3279.427979
	Iteration 13Q: 3 clusters Score -2224422 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2224668.250000 Penalty: 3279.427979
	Iteration 14Q: 3 clusters Score -2224668 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2224830.000000 Penalty: 3279.427979
	Iteration 15Q: 3 clusters Score -2224830 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2225000.750000 Penalty: 3279.427979
	Iteration 16Q: 3 clusters Score -2225001 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -2225142.750000 Penalty: 3279.427979
	Iteration 17Q: 3 clusters Score -2225143 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -2225262.000000 Penalty: 3279.427979
	Iteration 18Q: 3 clusters Score -2225262 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2225387.000000 Penalty: 3279.427979
	Iteration 19Q: 3 clusters Score -2225387 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -2225470.750000 Penalty: 3279.427979
	Iteration 20F: 3 clusters Score -2225471 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2225541.750000 Penalty: 3279.427979
	Iteration 21Q: 3 clusters Score -2225542 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2225598.000000 Penalty: 3279.427979
	Iteration 22Q: 3 clusters Score -2225598 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2225642.250000 Penalty: 3279.427979
	Iteration 23Q: 3 clusters Score -2225642 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2225676.250000 Penalty: 3279.427979
	Iteration 24Q: 3 clusters Score -2225676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2225704.500000 Penalty: 3279.427979
	Iteration 25Q: 3 clusters Score -2225704 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2225739.250000 Penalty: 3279.427979
	Iteration 26Q: 3 clusters Score -2225739 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2225776.500000 Penalty: 3279.427979
	Iteration 27Q: 3 clusters Score -2225776 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2225792.250000 Penalty: 3279.427979
	Iteration 28Q: 3 clusters Score -2225792 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2225811.250000 Penalty: 3279.427979
	Iteration 29Q: 3 clusters Score -2225811 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2225830.000000 Penalty: 3279.427979
	Iteration 30Q: 3 clusters Score -2225830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2225848.750000 Penalty: 3279.427979
	Iteration 31Q: 3 clusters Score -2225849 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2225871.250000 Penalty: 3279.427979
	Iteration 32Q: 3 clusters Score -2225871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2225885.000000 Penalty: 3279.427979
	Iteration 33Q: 3 clusters Score -2225885 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -2225900.250000 Penalty: 3279.427979
	Iteration 34Q: 3 clusters Score -2225900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2225922.500000 Penalty: 3279.427979
	Iteration 35Q: 3 clusters Score -2225922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2225956.250000 Penalty: 3279.427979
	Iteration 36Q: 3 clusters Score -2225956 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2225982.000000 Penalty: 3279.427979
	Iteration 37Q: 3 clusters Score -2225982 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2225998.250000 Penalty: 3279.427979
	Iteration 38Q: 3 clusters Score -2225998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2226010.250000 Penalty: 3279.427979
	Iteration 39Q: 3 clusters Score -2226010 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -2226025.250000 Penalty: 3279.427979
	Iteration 40F: 3 clusters Score -2226025 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2226048.500000 Penalty: 3279.427979
	Iteration 41Q: 3 clusters Score -2226048 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2226067.000000 Penalty: 3279.427979
	Iteration 42Q: 3 clusters Score -2226067 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2226085.750000 Penalty: 3279.427979
	Iteration 43Q: 3 clusters Score -2226086 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -2226105.000000 Penalty: 3279.427979
	Iteration 44Q: 3 clusters Score -2226105 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2226133.750000 Penalty: 3279.427979
	Iteration 45Q: 3 clusters Score -2226134 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2226171.750000 Penalty: 3279.427979
	Iteration 46Q: 3 clusters Score -2226172 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2226204.000000 Penalty: 3279.427979
	Iteration 47Q: 3 clusters Score -2226204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2226246.000000 Penalty: 3279.427979
	Iteration 48Q: 3 clusters Score -2226246 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2226288.500000 Penalty: 3279.427979
	Iteration 49Q: 3 clusters Score -2226288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -2226358.250000 Penalty: 3279.427979
	Iteration 50Q: 3 clusters Score -2226358 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -2226413.500000 Penalty: 3279.427979
	Iteration 51Q: 3 clusters Score -2226414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2226465.000000 Penalty: 3279.427979
	Iteration 52Q: 3 clusters Score -2226465 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2226519.750000 Penalty: 3279.427979
	Iteration 53Q: 3 clusters Score -2226520 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2226557.000000 Penalty: 3279.427979
	Iteration 54Q: 3 clusters Score -2226557 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -2226571.750000 Penalty: 3279.427979
	Iteration 55Q: 3 clusters Score -2226572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2226598.750000 Penalty: 3279.427979
	Iteration 56Q: 3 clusters Score -2226599 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2226612.750000 Penalty: 3279.427979
	Iteration 57Q: 3 clusters Score -2226613 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2226626.000000 Penalty: 3279.427979
	Iteration 58Q: 3 clusters Score -2226626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -2226645.500000 Penalty: 3279.427979
	Iteration 59Q: 3 clusters Score -2226646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -2226659.000000 Penalty: 3279.427979
	Iteration 60F: 3 clusters Score -2226659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2226667.250000 Penalty: 3279.427979
	Iteration 61Q: 3 clusters Score -2226667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2226669.000000 Penalty: 3279.427979
	Iteration 62Q: 3 clusters Score -2226669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2226681.000000 Penalty: 3279.427979
	Iteration 63Q: 3 clusters Score -2226681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2226686.000000 Penalty: 3279.427979
	Iteration 64Q: 3 clusters Score -2226686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2226689.250000 Penalty: 3279.427979
	Iteration 65Q: 3 clusters Score -2226689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -2226692.750000 Penalty: 3279.427979
	Iteration 66Q: 3 clusters Score -2226693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2226696.750000 Penalty: 3279.427979
	Iteration 67Q: 3 clusters Score -2226697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2226707.750000 Penalty: 3279.427979
	Iteration 68Q: 3 clusters Score -2226708 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2226705.250000 Penalty: 3279.427979
	Iteration 69Q: 3 clusters Score -2226705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2226705.500000 Penalty: 3279.427979
	Iteration 70Q: 3 clusters Score -2226706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2226708.750000 Penalty: 3279.427979
	Iteration 71Q: 3 clusters Score -2226709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2226712.500000 Penalty: 3279.427979
	Iteration 72Q: 3 clusters Score -2226712 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2226715.000000 Penalty: 3279.427979
	Iteration 73Q: 3 clusters Score -2226715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2226720.000000 Penalty: 3279.427979
	Iteration 74Q: 3 clusters Score -2226720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2226716.500000 Penalty: 3279.427979
	Iteration 75Q: 3 clusters Score -2226716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2226721.750000 Penalty: 3279.427979
	Iteration 76Q: 3 clusters Score -2226722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -2226725.750000 Penalty: 3279.427979
	Iteration 77Q: 3 clusters Score -2226726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2226732.500000 Penalty: 3279.427979
	Iteration 78Q: 3 clusters Score -2226732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2226733.750000 Penalty: 3279.427979
	Iteration 79Q: 3 clusters Score -2226734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2226738.750000 Penalty: 3279.427979
	Iteration 80F: 3 clusters Score -2226739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2226737.250000 Penalty: 3279.427979
	Iteration 81Q: 3 clusters Score -2226737 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2226736.500000 Penalty: 3279.427979
	Iteration 82Q: 3 clusters Score -2226736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2226738.000000 Penalty: 3279.427979
	Iteration 83Q: 3 clusters Score -2226738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2226741.500000 Penalty: 3279.427979
	Iteration 84Q: 3 clusters Score -2226742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2226741.500000 Penalty: 3279.427979
	Iteration 85Q: 3 clusters Score -2226742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -2226740.750000 Penalty: 3279.427979
	Iteration 86Q: 3 clusters Score -2226741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2226735.250000 Penalty: 3279.427979
	Iteration 87Q: 3 clusters Score -2226735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2226738.250000 Penalty: 3279.427979
	Iteration 88Q: 3 clusters Score -2226738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2226744.000000 Penalty: 3279.427979
	Iteration 89Q: 3 clusters Score -2226744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2226746.500000 Penalty: 3279.427979
	Iteration 90Q: 3 clusters Score -2226746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2226744.500000 Penalty: 3279.427979
	Iteration 91Q: 3 clusters Score -2226744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2226745.250000 Penalty: 3279.427979
	Iteration 92Q: 3 clusters Score -2226745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2226746.500000 Penalty: 3279.427979
	Iteration 93Q: 3 clusters Score -2226746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -2226747.000000 Penalty: 3279.427979
	Iteration 94Q: 3 clusters Score -2226747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2226747.250000 Penalty: 3279.427979
	Iteration 95Q: 3 clusters Score -2226747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2226749.000000 Penalty: 3279.427979
	Iteration 96Q: 3 clusters Score -2226749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2226748.500000 Penalty: 3279.427979
	Iteration 97Q: 3 clusters Score -2226748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2226748.750000 Penalty: 3279.427979
	Iteration 98Q: 3 clusters Score -2226749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2226750.500000 Penalty: 3279.427979
	Iteration 99Q: 3 clusters Score -2226750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -2226752.000000 Penalty: 3279.427979
	Iteration 100F: 3 clusters Score -2226752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2226748.750000 Penalty: 3279.427979
	Iteration 101Q: 3 clusters Score -2226749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2226750.000000 Penalty: 3279.427979
	Iteration 102Q: 3 clusters Score -2226750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -2226748.500000 Penalty: 3279.427979
	Iteration 103Q: 3 clusters Score -2226748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2226746.000000 Penalty: 3279.427979
	Iteration 104Q: 3 clusters Score -2226746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 19925 members 
Entering Unmasked Estep 
Score: -2226746.000000 Penalty: 3279.427979
	Iteration 105F: 3 clusters Score -2226746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -349355.500000 Penalty: 1361.301636
	Iteration 0F: 2 clusters Score -349355.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -345796.343750 Penalty: 2722.603271
	Iteration 0F: 3 clusters Score -345796.3 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -346971.562500 Penalty: 2722.603271
	Iteration 1F: 3 clusters Score -346971.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -347253.875000 Penalty: 2722.603271
	Iteration 2F: 3 clusters Score -347253.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -347495.781250 Penalty: 2722.603271
	Iteration 3F: 3 clusters Score -347495.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -347691.000000 Penalty: 2722.603271
	Iteration 4F: 3 clusters Score -347691 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -347841.875000 Penalty: 2722.603271
	Iteration 5F: 3 clusters Score -347841.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -347977.406250 Penalty: 2722.603271
	Iteration 6Q: 3 clusters Score -347977.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -348064.406250 Penalty: 2722.603271
	Iteration 7Q: 3 clusters Score -348064.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -348125.468750 Penalty: 2722.603271
	Iteration 8Q: 3 clusters Score -348125.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -348178.531250 Penalty: 2722.603271
	Iteration 9Q: 3 clusters Score -348178.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -348214.312500 Penalty: 2722.603271
	Iteration 10Q: 3 clusters Score -348214.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -348247.468750 Penalty: 2722.603271
	Iteration 11Q: 3 clusters Score -348247.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -348270.156250 Penalty: 2722.603271
	Iteration 12Q: 3 clusters Score -348270.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -348288.875000 Penalty: 2722.603271
	Iteration 13Q: 3 clusters Score -348288.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -348308.531250 Penalty: 2722.603271
	Iteration 14Q: 3 clusters Score -348308.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -348322.187500 Penalty: 2722.603271
	Iteration 15Q: 3 clusters Score -348322.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -348334.500000 Penalty: 2722.603271
	Iteration 16Q: 3 clusters Score -348334.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -348343.187500 Penalty: 2722.603271
	Iteration 17Q: 3 clusters Score -348343.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -348349.750000 Penalty: 2722.603271
	Iteration 18Q: 3 clusters Score -348349.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -348359.125000 Penalty: 2722.603271
	Iteration 19Q: 3 clusters Score -348359.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -348366.718750 Penalty: 2722.603271
	Iteration 20F: 3 clusters Score -348366.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -348374.468750 Penalty: 2722.603271
	Iteration 21Q: 3 clusters Score -348374.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -348381.312500 Penalty: 2722.603271
	Iteration 22Q: 3 clusters Score -348381.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -348389.937500 Penalty: 2722.603271
	Iteration 23Q: 3 clusters Score -348389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -348393.843750 Penalty: 2722.603271
	Iteration 24Q: 3 clusters Score -348393.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -348399.000000 Penalty: 2722.603271
	Iteration 25Q: 3 clusters Score -348399 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -348406.781250 Penalty: 2722.603271
	Iteration 26Q: 3 clusters Score -348406.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -348411.500000 Penalty: 2722.603271
	Iteration 27Q: 3 clusters Score -348411.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -348422.531250 Penalty: 2722.603271
	Iteration 28Q: 3 clusters Score -348422.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -348432.750000 Penalty: 2722.603271
	Iteration 29Q: 3 clusters Score -348432.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -348440.406250 Penalty: 2722.603271
	Iteration 30Q: 3 clusters Score -348440.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -348444.968750 Penalty: 2722.603271
	Iteration 31Q: 3 clusters Score -348445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -348452.218750 Penalty: 2722.603271
	Iteration 32Q: 3 clusters Score -348452.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -348460.468750 Penalty: 2722.603271
	Iteration 33Q: 3 clusters Score -348460.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -348466.937500 Penalty: 2722.603271
	Iteration 34Q: 3 clusters Score -348466.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -348470.281250 Penalty: 2722.603271
	Iteration 35Q: 3 clusters Score -348470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -348475.781250 Penalty: 2722.603271
	Iteration 36Q: 3 clusters Score -348475.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -348478.656250 Penalty: 2722.603271
	Iteration 37Q: 3 clusters Score -348478.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -348479.781250 Penalty: 2722.603271
	Iteration 38Q: 3 clusters Score -348479.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -348480.000000 Penalty: 2722.603271
	Iteration 39Q: 3 clusters Score -348480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -348480.250000 Penalty: 2722.603271
	Iteration 40F: 3 clusters Score -348480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -348481.531250 Penalty: 2722.603271
	Iteration 41Q: 3 clusters Score -348481.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -348482.062500 Penalty: 2722.603271
	Iteration 42Q: 3 clusters Score -348482.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -348482.156250 Penalty: 2722.603271
	Iteration 43Q: 3 clusters Score -348482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -348481.625000 Penalty: 2722.603271
	Iteration 44Q: 3 clusters Score -348481.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -348481.625000 Penalty: 2722.603271
	Iteration 45F: 3 clusters Score -348481.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Entering Unmasked Estep 
Score: -428000.562500 Penalty: 1374.403442
	Iteration 0F: 2 clusters Score -428000.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -424250.031250 Penalty: 2748.806885
	Iteration 0F: 3 clusters Score -424250 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -425284.718750 Penalty: 2748.806885
	Iteration 1F: 3 clusters Score -425284.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -425457.468750 Penalty: 2748.806885
	Iteration 2F: 3 clusters Score -425457.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -425584.625000 Penalty: 2748.806885
	Iteration 3Q: 3 clusters Score -425584.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -425714.875000 Penalty: 2748.806885
	Iteration 4Q: 3 clusters Score -425714.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -425817.687500 Penalty: 2748.806885
	Iteration 5Q: 3 clusters Score -425817.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -425919.218750 Penalty: 2748.806885
	Iteration 6Q: 3 clusters Score -425919.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -426025.312500 Penalty: 2748.806885
	Iteration 7Q: 3 clusters Score -426025.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -426122.656250 Penalty: 2748.806885
	Iteration 8Q: 3 clusters Score -426122.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -426215.156250 Penalty: 2748.806885
	Iteration 9Q: 3 clusters Score -426215.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -426320.156250 Penalty: 2748.806885
	Iteration 10Q: 3 clusters Score -426320.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -426411.656250 Penalty: 2748.806885
	Iteration 11Q: 3 clusters Score -426411.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -426492.156250 Penalty: 2748.806885
	Iteration 12Q: 3 clusters Score -426492.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -426557.218750 Penalty: 2748.806885
	Iteration 13Q: 3 clusters Score -426557.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -426624.031250 Penalty: 2748.806885
	Iteration 14Q: 3 clusters Score -426624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -426692.687500 Penalty: 2748.806885
	Iteration 15Q: 3 clusters Score -426692.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -426754.875000 Penalty: 2748.806885
	Iteration 16Q: 3 clusters Score -426754.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -426814.875000 Penalty: 2748.806885
	Iteration 17Q: 3 clusters Score -426814.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -426864.093750 Penalty: 2748.806885
	Iteration 18Q: 3 clusters Score -426864.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -426908.906250 Penalty: 2748.806885
	Iteration 19Q: 3 clusters Score -426908.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -426944.000000 Penalty: 2748.806885
	Iteration 20F: 3 clusters Score -426944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -426975.343750 Penalty: 2748.806885
	Iteration 21Q: 3 clusters Score -426975.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -427000.468750 Penalty: 2748.806885
	Iteration 22Q: 3 clusters Score -427000.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -427019.312500 Penalty: 2748.806885
	Iteration 23Q: 3 clusters Score -427019.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -427040.843750 Penalty: 2748.806885
	Iteration 24Q: 3 clusters Score -427040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -427050.437500 Penalty: 2748.806885
	Iteration 25Q: 3 clusters Score -427050.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -427060.625000 Penalty: 2748.806885
	Iteration 26Q: 3 clusters Score -427060.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -427068.156250 Penalty: 2748.806885
	Iteration 27Q: 3 clusters Score -427068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -427071.343750 Penalty: 2748.806885
	Iteration 28Q: 3 clusters Score -427071.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -427074.062500 Penalty: 2748.806885
	Iteration 29Q: 3 clusters Score -427074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -427075.343750 Penalty: 2748.806885
	Iteration 30Q: 3 clusters Score -427075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -427077.312500 Penalty: 2748.806885
	Iteration 31Q: 3 clusters Score -427077.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -427080.281250 Penalty: 2748.806885
	Iteration 32Q: 3 clusters Score -427080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -427081.187500 Penalty: 2748.806885
	Iteration 33Q: 3 clusters Score -427081.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -427081.781250 Penalty: 2748.806885
	Iteration 34Q: 3 clusters Score -427081.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -427082.562500 Penalty: 2748.806885
	Iteration 35Q: 3 clusters Score -427082.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -427082.937500 Penalty: 2748.806885
	Iteration 36Q: 3 clusters Score -427082.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -427082.937500 Penalty: 2748.806885
	Iteration 37F: 3 clusters Score -427082.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -102665.242188 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -102665.2 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 687 members 
Entering Unmasked Estep 
Score: -101075.820312 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -101075.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101516.859375 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -101516.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -101714.148438 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -101714.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101859.640625 Penalty: 2339.166504
	Iteration 3F: 3 clusters Score -101859.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101983.695312 Penalty: 2339.166504
	Iteration 4F: 3 clusters Score -101983.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102078.976562 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -102079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102158.593750 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -102158.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -102227.515625 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -102227.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102272.125000 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -102272.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -102292.226562 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -102292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -102309.039062 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -102309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -102322.429688 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -102322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -102333.320312 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -102333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102341.101562 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -102341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102345.867188 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -102345.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102349.101562 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -102349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102350.523438 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -102350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102350.523438 Penalty: 2339.166504
	Iteration 17F: 3 clusters Score -102350.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -721381.625000 Penalty: 1463.178833
	Iteration 0F: 2 clusters Score -721381.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -715370.500000 Penalty: 2926.357666
	Iteration 0F: 3 clusters Score -715370.5 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -717601.562500 Penalty: 2926.357666
	Iteration 1F: 3 clusters Score -717601.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -718234.562500 Penalty: 2926.357666
	Iteration 2F: 3 clusters Score -718234.6 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -718912.562500 Penalty: 2926.357666
	Iteration 3F: 3 clusters Score -718912.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -719497.250000 Penalty: 2926.357666
	Iteration 4F: 3 clusters Score -719497.2 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -719909.375000 Penalty: 2926.357666
	Iteration 5F: 3 clusters Score -719909.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -720155.687500 Penalty: 2926.357666
	Iteration 6Q: 3 clusters Score -720155.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -720292.937500 Penalty: 2926.357666
	Iteration 7Q: 3 clusters Score -720292.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -720380.812500 Penalty: 2926.357666
	Iteration 8Q: 3 clusters Score -720380.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -720487.125000 Penalty: 2926.357666
	Iteration 9Q: 3 clusters Score -720487.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -720599.812500 Penalty: 2926.357666
	Iteration 10Q: 3 clusters Score -720599.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -720684.875000 Penalty: 2926.357666
	Iteration 11Q: 3 clusters Score -720684.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -720745.562500 Penalty: 2926.357666
	Iteration 12Q: 3 clusters Score -720745.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -720788.312500 Penalty: 2926.357666
	Iteration 13Q: 3 clusters Score -720788.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -720845.062500 Penalty: 2926.357666
	Iteration 14Q: 3 clusters Score -720845.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -720967.000000 Penalty: 2926.357666
	Iteration 15Q: 3 clusters Score -720967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -721165.375000 Penalty: 2926.357666
	Iteration 16Q: 3 clusters Score -721165.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -721334.000000 Penalty: 2926.357666
	Iteration 17Q: 3 clusters Score -721334 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -721418.375000 Penalty: 2926.357666
	Iteration 18Q: 3 clusters Score -721418.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -721458.875000 Penalty: 2926.357666
	Iteration 19Q: 3 clusters Score -721458.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -721481.312500 Penalty: 2926.357666
	Iteration 20F: 3 clusters Score -721481.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -721493.687500 Penalty: 2926.357666
	Iteration 21Q: 3 clusters Score -721493.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -721500.312500 Penalty: 2926.357666
	Iteration 22Q: 3 clusters Score -721500.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -721502.437500 Penalty: 2926.357666
	Iteration 23Q: 3 clusters Score -721502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -721502.500000 Penalty: 2926.357666
	Iteration 24Q: 3 clusters Score -721502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -721504.250000 Penalty: 2926.357666
	Iteration 25Q: 3 clusters Score -721504.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -721506.000000 Penalty: 2926.357666
	Iteration 26Q: 3 clusters Score -721506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -721506.500000 Penalty: 2926.357666
	Iteration 27Q: 3 clusters Score -721506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -721505.687500 Penalty: 2926.357666
	Iteration 28Q: 3 clusters Score -721505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -721507.750000 Penalty: 2926.357666
	Iteration 29Q: 3 clusters Score -721507.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -721507.312500 Penalty: 2926.357666
	Iteration 30Q: 3 clusters Score -721507.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -721507.125000 Penalty: 2926.357666
	Iteration 31Q: 3 clusters Score -721507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -721507.125000 Penalty: 2926.357666
	Iteration 32F: 3 clusters Score -721507.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 24114 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 10637 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 6115 members 
Mstep: Class 16 contains 69775 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 22 contains 5936 members 
Entering Unmasked Estep 
Score: -24814562.000000 Penalty: 44861.425781
Splitting cluster 6 changes total score from -24814922.000000 to -24814562.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Entering Unmasked Estep 
Score: -927148.250000 Penalty: 1506.715210
	Iteration 0F: 2 clusters Score -927148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -919660.625000 Penalty: 3013.430420
	Iteration 0F: 3 clusters Score -919660.6 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -922229.187500 Penalty: 3013.430420
	Iteration 1F: 3 clusters Score -922229.2 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -922724.062500 Penalty: 3013.430420
	Iteration 2F: 3 clusters Score -922724.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -923333.750000 Penalty: 3013.430420
	Iteration 3F: 3 clusters Score -923333.8 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -924124.750000 Penalty: 3013.430420
	Iteration 4F: 3 clusters Score -924124.8 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -924955.750000 Penalty: 3013.430420
	Iteration 5F: 3 clusters Score -924955.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -925691.000000 Penalty: 3013.430420
	Iteration 6F: 3 clusters Score -925691 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -926281.750000 Penalty: 3013.430420
	Iteration 7F: 3 clusters Score -926281.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -926640.750000 Penalty: 3013.430420
	Iteration 8Q: 3 clusters Score -926640.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -926839.937500 Penalty: 3013.430420
	Iteration 9Q: 3 clusters Score -926839.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -926963.312500 Penalty: 3013.430420
	Iteration 10Q: 3 clusters Score -926963.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -927050.000000 Penalty: 3013.430420
	Iteration 11Q: 3 clusters Score -927050 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -927096.187500 Penalty: 3013.430420
	Iteration 12Q: 3 clusters Score -927096.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -927120.375000 Penalty: 3013.430420
	Iteration 13Q: 3 clusters Score -927120.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -927139.812500 Penalty: 3013.430420
	Iteration 14Q: 3 clusters Score -927139.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -927149.187500 Penalty: 3013.430420
	Iteration 15Q: 3 clusters Score -927149.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -927156.812500 Penalty: 3013.430420
	Iteration 16Q: 3 clusters Score -927156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -927160.875000 Penalty: 3013.430420
	Iteration 17Q: 3 clusters Score -927160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -927164.625000 Penalty: 3013.430420
	Iteration 18Q: 3 clusters Score -927164.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -927166.625000 Penalty: 3013.430420
	Iteration 19Q: 3 clusters Score -927166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -927176.187500 Penalty: 3013.430420
	Iteration 20F: 3 clusters Score -927176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -927179.187500 Penalty: 3013.430420
	Iteration 21Q: 3 clusters Score -927179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -927181.500000 Penalty: 3013.430420
	Iteration 22Q: 3 clusters Score -927181.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -927183.062500 Penalty: 3013.430420
	Iteration 23Q: 3 clusters Score -927183.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -927187.875000 Penalty: 3013.430420
	Iteration 24Q: 3 clusters Score -927187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -927188.187500 Penalty: 3013.430420
	Iteration 25Q: 3 clusters Score -927188.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -927190.062500 Penalty: 3013.430420
	Iteration 26Q: 3 clusters Score -927190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -927189.437500 Penalty: 3013.430420
	Iteration 27Q: 3 clusters Score -927189.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -927189.500000 Penalty: 3013.430420
	Iteration 28Q: 3 clusters Score -927189.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -927192.750000 Penalty: 3013.430420
	Iteration 29Q: 3 clusters Score -927192.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -927192.312500 Penalty: 3013.430420
	Iteration 30Q: 3 clusters Score -927192.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -927193.687500 Penalty: 3013.430420
	Iteration 31Q: 3 clusters Score -927193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -927193.750000 Penalty: 3013.430420
	Iteration 32Q: 3 clusters Score -927193.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -927197.437500 Penalty: 3013.430420
	Iteration 33Q: 3 clusters Score -927197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -927202.062500 Penalty: 3013.430420
	Iteration 34Q: 3 clusters Score -927202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -927199.625000 Penalty: 3013.430420
	Iteration 35Q: 3 clusters Score -927199.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -927204.125000 Penalty: 3013.430420
	Iteration 36Q: 3 clusters Score -927204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -927205.187500 Penalty: 3013.430420
	Iteration 37Q: 3 clusters Score -927205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -927206.062500 Penalty: 3013.430420
	Iteration 38Q: 3 clusters Score -927206.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -927205.937500 Penalty: 3013.430420
	Iteration 39Q: 3 clusters Score -927205.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -927207.312500 Penalty: 3013.430420
	Iteration 40F: 3 clusters Score -927207.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 24114 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 709 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 6115 members 
Mstep: Class 16 contains 69775 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 22 contains 9928 members 
Entering Unmasked Estep 
Score: -24814498.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24814922.000000 to -24814498.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Entering Unmasked Estep 
Score: -1483974.250000 Penalty: 1576.750977
	Iteration 0F: 2 clusters Score -1483974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1472667.125000 Penalty: 3153.501953
	Iteration 0F: 3 clusters Score -1472667 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1476523.375000 Penalty: 3153.501953
	Iteration 1F: 3 clusters Score -1476523 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1476746.750000 Penalty: 3153.501953
	Iteration 2Q: 3 clusters Score -1476747 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1476942.000000 Penalty: 3153.501953
	Iteration 3Q: 3 clusters Score -1476942 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1477141.375000 Penalty: 3153.501953
	Iteration 4Q: 3 clusters Score -1477141 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1477333.000000 Penalty: 3153.501953
	Iteration 5Q: 3 clusters Score -1477333 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1477542.625000 Penalty: 3153.501953
	Iteration 6Q: 3 clusters Score -1477543 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1477740.625000 Penalty: 3153.501953
	Iteration 7Q: 3 clusters Score -1477741 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1477963.875000 Penalty: 3153.501953
	Iteration 8Q: 3 clusters Score -1477964 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1478230.500000 Penalty: 3153.501953
	Iteration 9Q: 3 clusters Score -1478230 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1478559.250000 Penalty: 3153.501953
	Iteration 10Q: 3 clusters Score -1478559 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1479020.000000 Penalty: 3153.501953
	Iteration 11Q: 3 clusters Score -1479020 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1479655.750000 Penalty: 3153.501953
	Iteration 12F: 3 clusters Score -1479656 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1480427.875000 Penalty: 3153.501953
	Iteration 13F: 3 clusters Score -1480428 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1481176.500000 Penalty: 3153.501953
	Iteration 14Q: 3 clusters Score -1481176 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1481672.125000 Penalty: 3153.501953
	Iteration 15Q: 3 clusters Score -1481672 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -1481952.250000 Penalty: 3153.501953
	Iteration 16Q: 3 clusters Score -1481952 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -1482107.375000 Penalty: 3153.501953
	Iteration 17Q: 3 clusters Score -1482107 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -1482212.500000 Penalty: 3153.501953
	Iteration 18Q: 3 clusters Score -1482212 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1482303.500000 Penalty: 3153.501953
	Iteration 19Q: 3 clusters Score -1482304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -1482357.500000 Penalty: 3153.501953
	Iteration 20F: 3 clusters Score -1482358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1482400.375000 Penalty: 3153.501953
	Iteration 21Q: 3 clusters Score -1482400 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1482435.000000 Penalty: 3153.501953
	Iteration 22Q: 3 clusters Score -1482435 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -1482466.875000 Penalty: 3153.501953
	Iteration 23Q: 3 clusters Score -1482467 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -1482487.375000 Penalty: 3153.501953
	Iteration 24Q: 3 clusters Score -1482487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1482502.250000 Penalty: 3153.501953
	Iteration 25Q: 3 clusters Score -1482502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -1482507.875000 Penalty: 3153.501953
	Iteration 26Q: 3 clusters Score -1482508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1482512.500000 Penalty: 3153.501953
	Iteration 27Q: 3 clusters Score -1482512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -1482515.875000 Penalty: 3153.501953
	Iteration 28Q: 3 clusters Score -1482516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1482520.000000 Penalty: 3153.501953
	Iteration 29Q: 3 clusters Score -1482520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -1482527.375000 Penalty: 3153.501953
	Iteration 30Q: 3 clusters Score -1482527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -1482540.375000 Penalty: 3153.501953
	Iteration 31Q: 3 clusters Score -1482540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -1482551.750000 Penalty: 3153.501953
	Iteration 32Q: 3 clusters Score -1482552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -1482564.875000 Penalty: 3153.501953
	Iteration 33Q: 3 clusters Score -1482565 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -1482577.125000 Penalty: 3153.501953
	Iteration 34Q: 3 clusters Score -1482577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -1482588.500000 Penalty: 3153.501953
	Iteration 35Q: 3 clusters Score -1482588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -1482593.750000 Penalty: 3153.501953
	Iteration 36Q: 3 clusters Score -1482594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1482597.000000 Penalty: 3153.501953
	Iteration 37Q: 3 clusters Score -1482597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -1482600.000000 Penalty: 3153.501953
	Iteration 38Q: 3 clusters Score -1482600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1482607.875000 Penalty: 3153.501953
	Iteration 39Q: 3 clusters Score -1482608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1482611.250000 Penalty: 3153.501953
	Iteration 40F: 3 clusters Score -1482611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -1482611.250000 Penalty: 3153.501953
	Iteration 41Q: 3 clusters Score -1482611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1482612.875000 Penalty: 3153.501953
	Iteration 42Q: 3 clusters Score -1482613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -1482613.000000 Penalty: 3153.501953
	Iteration 43Q: 3 clusters Score -1482613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -1482612.750000 Penalty: 3153.501953
	Iteration 44Q: 3 clusters Score -1482613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -1482613.625000 Penalty: 3153.501953
	Iteration 45Q: 3 clusters Score -1482614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -1482614.125000 Penalty: 3153.501953
	Iteration 46Q: 3 clusters Score -1482614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1482615.750000 Penalty: 3153.501953
	Iteration 47Q: 3 clusters Score -1482616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -1482615.375000 Penalty: 3153.501953
	Iteration 48Q: 3 clusters Score -1482615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -1482620.875000 Penalty: 3153.501953
	Iteration 49Q: 3 clusters Score -1482621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -1482620.375000 Penalty: 3153.501953
	Iteration 50Q: 3 clusters Score -1482620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1482620.000000 Penalty: 3153.501953
	Iteration 51Q: 3 clusters Score -1482620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -1482620.000000 Penalty: 3153.501953
	Iteration 52F: 3 clusters Score -1482620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Entering Unmasked Estep 
Score: -467446.281250 Penalty: 1395.008057
	Iteration 0F: 2 clusters Score -467446.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -463306.437500 Penalty: 2790.016113
	Iteration 0F: 3 clusters Score -463306.4 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -464441.218750 Penalty: 2790.016113
	Iteration 1F: 3 clusters Score -464441.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -464639.343750 Penalty: 2790.016113
	Iteration 2F: 3 clusters Score -464639.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -464770.906250 Penalty: 2790.016113
	Iteration 3F: 3 clusters Score -464770.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -464891.656250 Penalty: 2790.016113
	Iteration 4Q: 3 clusters Score -464891.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -465013.250000 Penalty: 2790.016113
	Iteration 5Q: 3 clusters Score -465013.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -465129.531250 Penalty: 2790.016113
	Iteration 6Q: 3 clusters Score -465129.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -465258.500000 Penalty: 2790.016113
	Iteration 7Q: 3 clusters Score -465258.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -465373.187500 Penalty: 2790.016113
	Iteration 8Q: 3 clusters Score -465373.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -465459.750000 Penalty: 2790.016113
	Iteration 9Q: 3 clusters Score -465459.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -465549.031250 Penalty: 2790.016113
	Iteration 10Q: 3 clusters Score -465549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -465635.218750 Penalty: 2790.016113
	Iteration 11Q: 3 clusters Score -465635.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -465706.093750 Penalty: 2790.016113
	Iteration 12Q: 3 clusters Score -465706.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -465759.500000 Penalty: 2790.016113
	Iteration 13Q: 3 clusters Score -465759.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -465807.968750 Penalty: 2790.016113
	Iteration 14Q: 3 clusters Score -465808 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -465847.250000 Penalty: 2790.016113
	Iteration 15Q: 3 clusters Score -465847.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -465890.312500 Penalty: 2790.016113
	Iteration 16Q: 3 clusters Score -465890.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -465918.500000 Penalty: 2790.016113
	Iteration 17Q: 3 clusters Score -465918.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -465945.343750 Penalty: 2790.016113
	Iteration 18Q: 3 clusters Score -465945.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -465972.937500 Penalty: 2790.016113
	Iteration 19Q: 3 clusters Score -465972.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -465998.187500 Penalty: 2790.016113
	Iteration 20F: 3 clusters Score -465998.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -466027.937500 Penalty: 2790.016113
	Iteration 21Q: 3 clusters Score -466027.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -466056.875000 Penalty: 2790.016113
	Iteration 22Q: 3 clusters Score -466056.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -466088.125000 Penalty: 2790.016113
	Iteration 23Q: 3 clusters Score -466088.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -466117.156250 Penalty: 2790.016113
	Iteration 24Q: 3 clusters Score -466117.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -466136.687500 Penalty: 2790.016113
	Iteration 25Q: 3 clusters Score -466136.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -466154.750000 Penalty: 2790.016113
	Iteration 26Q: 3 clusters Score -466154.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -466164.437500 Penalty: 2790.016113
	Iteration 27Q: 3 clusters Score -466164.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -466174.718750 Penalty: 2790.016113
	Iteration 28Q: 3 clusters Score -466174.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -466185.937500 Penalty: 2790.016113
	Iteration 29Q: 3 clusters Score -466185.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -466198.531250 Penalty: 2790.016113
	Iteration 30Q: 3 clusters Score -466198.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -466206.593750 Penalty: 2790.016113
	Iteration 31Q: 3 clusters Score -466206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -466214.312500 Penalty: 2790.016113
	Iteration 32Q: 3 clusters Score -466214.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -466221.656250 Penalty: 2790.016113
	Iteration 33Q: 3 clusters Score -466221.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -466234.812500 Penalty: 2790.016113
	Iteration 34Q: 3 clusters Score -466234.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -466253.968750 Penalty: 2790.016113
	Iteration 35Q: 3 clusters Score -466254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -466267.562500 Penalty: 2790.016113
	Iteration 36Q: 3 clusters Score -466267.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -466284.187500 Penalty: 2790.016113
	Iteration 37Q: 3 clusters Score -466284.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -466295.062500 Penalty: 2790.016113
	Iteration 38Q: 3 clusters Score -466295.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -466305.531250 Penalty: 2790.016113
	Iteration 39Q: 3 clusters Score -466305.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -466313.281250 Penalty: 2790.016113
	Iteration 40F: 3 clusters Score -466313.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -466322.312500 Penalty: 2790.016113
	Iteration 41Q: 3 clusters Score -466322.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -466331.468750 Penalty: 2790.016113
	Iteration 42Q: 3 clusters Score -466331.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -466338.656250 Penalty: 2790.016113
	Iteration 43Q: 3 clusters Score -466338.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -466344.093750 Penalty: 2790.016113
	Iteration 44Q: 3 clusters Score -466344.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -466348.968750 Penalty: 2790.016113
	Iteration 45Q: 3 clusters Score -466349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -466353.156250 Penalty: 2790.016113
	Iteration 46Q: 3 clusters Score -466353.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -466357.375000 Penalty: 2790.016113
	Iteration 47Q: 3 clusters Score -466357.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -466359.375000 Penalty: 2790.016113
	Iteration 48Q: 3 clusters Score -466359.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -466360.625000 Penalty: 2790.016113
	Iteration 49Q: 3 clusters Score -466360.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -466361.625000 Penalty: 2790.016113
	Iteration 50Q: 3 clusters Score -466361.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -466363.718750 Penalty: 2790.016113
	Iteration 51Q: 3 clusters Score -466363.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -466366.875000 Penalty: 2790.016113
	Iteration 52Q: 3 clusters Score -466366.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -466369.250000 Penalty: 2790.016113
	Iteration 53Q: 3 clusters Score -466369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -466369.968750 Penalty: 2790.016113
	Iteration 54Q: 3 clusters Score -466370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -466371.750000 Penalty: 2790.016113
	Iteration 55Q: 3 clusters Score -466371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -466374.500000 Penalty: 2790.016113
	Iteration 56Q: 3 clusters Score -466374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -466375.750000 Penalty: 2790.016113
	Iteration 57Q: 3 clusters Score -466375.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -466377.312500 Penalty: 2790.016113
	Iteration 58Q: 3 clusters Score -466377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -466378.000000 Penalty: 2790.016113
	Iteration 59Q: 3 clusters Score -466378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -466379.875000 Penalty: 2790.016113
	Iteration 60F: 3 clusters Score -466379.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -466381.000000 Penalty: 2790.016113
	Iteration 61Q: 3 clusters Score -466381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -466381.375000 Penalty: 2790.016113
	Iteration 62Q: 3 clusters Score -466381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -466383.062500 Penalty: 2790.016113
	Iteration 63Q: 3 clusters Score -466383.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -466383.062500 Penalty: 2790.016113
	Iteration 64Q: 3 clusters Score -466383.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -466384.687500 Penalty: 2790.016113
	Iteration 65Q: 3 clusters Score -466384.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -466387.031250 Penalty: 2790.016113
	Iteration 66Q: 3 clusters Score -466387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -466387.656250 Penalty: 2790.016113
	Iteration 67Q: 3 clusters Score -466387.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -466389.093750 Penalty: 2790.016113
	Iteration 68Q: 3 clusters Score -466389.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -466390.406250 Penalty: 2790.016113
	Iteration 69Q: 3 clusters Score -466390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -466391.625000 Penalty: 2790.016113
	Iteration 70Q: 3 clusters Score -466391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -466393.875000 Penalty: 2790.016113
	Iteration 71Q: 3 clusters Score -466393.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -466396.750000 Penalty: 2790.016113
	Iteration 72Q: 3 clusters Score -466396.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -466397.812500 Penalty: 2790.016113
	Iteration 73Q: 3 clusters Score -466397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -466398.156250 Penalty: 2790.016113
	Iteration 74Q: 3 clusters Score -466398.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -466399.312500 Penalty: 2790.016113
	Iteration 75Q: 3 clusters Score -466399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -466399.593750 Penalty: 2790.016113
	Iteration 76Q: 3 clusters Score -466399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -466399.593750 Penalty: 2790.016113
	Iteration 77F: 3 clusters Score -466399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Entering Unmasked Estep 
Score: -359998.687500 Penalty: 1349.400024
	Iteration 0F: 2 clusters Score -359998.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -356742.156250 Penalty: 2698.800049
	Iteration 0F: 3 clusters Score -356742.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -357974.687500 Penalty: 2698.800049
	Iteration 1F: 3 clusters Score -357974.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -358274.937500 Penalty: 2698.800049
	Iteration 2F: 3 clusters Score -358274.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -358523.000000 Penalty: 2698.800049
	Iteration 3F: 3 clusters Score -358523 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -358759.031250 Penalty: 2698.800049
	Iteration 4F: 3 clusters Score -358759 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -358965.562500 Penalty: 2698.800049
	Iteration 5F: 3 clusters Score -358965.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -359166.187500 Penalty: 2698.800049
	Iteration 6F: 3 clusters Score -359166.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -359323.375000 Penalty: 2698.800049
	Iteration 7Q: 3 clusters Score -359323.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -359412.562500 Penalty: 2698.800049
	Iteration 8Q: 3 clusters Score -359412.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -359486.593750 Penalty: 2698.800049
	Iteration 9Q: 3 clusters Score -359486.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -359543.093750 Penalty: 2698.800049
	Iteration 10Q: 3 clusters Score -359543.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -359583.875000 Penalty: 2698.800049
	Iteration 11Q: 3 clusters Score -359583.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -359634.312500 Penalty: 2698.800049
	Iteration 12Q: 3 clusters Score -359634.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -359670.968750 Penalty: 2698.800049
	Iteration 13Q: 3 clusters Score -359671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -359686.531250 Penalty: 2698.800049
	Iteration 14Q: 3 clusters Score -359686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -359703.125000 Penalty: 2698.800049
	Iteration 15Q: 3 clusters Score -359703.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -359714.593750 Penalty: 2698.800049
	Iteration 16Q: 3 clusters Score -359714.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -359725.156250 Penalty: 2698.800049
	Iteration 17Q: 3 clusters Score -359725.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -359736.843750 Penalty: 2698.800049
	Iteration 18Q: 3 clusters Score -359736.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -359748.906250 Penalty: 2698.800049
	Iteration 19Q: 3 clusters Score -359748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -359757.406250 Penalty: 2698.800049
	Iteration 20F: 3 clusters Score -359757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -359769.531250 Penalty: 2698.800049
	Iteration 21Q: 3 clusters Score -359769.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -359797.593750 Penalty: 2698.800049
	Iteration 22Q: 3 clusters Score -359797.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -359822.812500 Penalty: 2698.800049
	Iteration 23Q: 3 clusters Score -359822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -359841.031250 Penalty: 2698.800049
	Iteration 24Q: 3 clusters Score -359841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -359855.625000 Penalty: 2698.800049
	Iteration 25Q: 3 clusters Score -359855.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -359875.406250 Penalty: 2698.800049
	Iteration 26Q: 3 clusters Score -359875.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -359885.375000 Penalty: 2698.800049
	Iteration 27Q: 3 clusters Score -359885.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -359893.125000 Penalty: 2698.800049
	Iteration 28Q: 3 clusters Score -359893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -359900.031250 Penalty: 2698.800049
	Iteration 29Q: 3 clusters Score -359900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -359904.468750 Penalty: 2698.800049
	Iteration 30Q: 3 clusters Score -359904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -359909.375000 Penalty: 2698.800049
	Iteration 31Q: 3 clusters Score -359909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -359912.687500 Penalty: 2698.800049
	Iteration 32Q: 3 clusters Score -359912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -359915.406250 Penalty: 2698.800049
	Iteration 33Q: 3 clusters Score -359915.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -359916.187500 Penalty: 2698.800049
	Iteration 34Q: 3 clusters Score -359916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -359917.187500 Penalty: 2698.800049
	Iteration 35Q: 3 clusters Score -359917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -359917.187500 Penalty: 2698.800049
	Iteration 36F: 3 clusters Score -359917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Entering Unmasked Estep 
Score: -2916346.750000 Penalty: 1682.362793
	Iteration 0F: 2 clusters Score -2916347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2895314.750000 Penalty: 3364.725586
	Iteration 0F: 3 clusters Score -2895315 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2903343.500000 Penalty: 3364.725586
	Iteration 1F: 3 clusters Score -2903344 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2903786.500000 Penalty: 3364.725586
	Iteration 2Q: 3 clusters Score -2903786 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2904232.500000 Penalty: 3364.725586
	Iteration 3Q: 3 clusters Score -2904232 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2904682.750000 Penalty: 3364.725586
	Iteration 4Q: 3 clusters Score -2904683 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2905129.750000 Penalty: 3364.725586
	Iteration 5Q: 3 clusters Score -2905130 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2905551.000000 Penalty: 3364.725586
	Iteration 6Q: 3 clusters Score -2905551 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2906010.000000 Penalty: 3364.725586
	Iteration 7Q: 3 clusters Score -2906010 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2906524.500000 Penalty: 3364.725586
	Iteration 8Q: 3 clusters Score -2906524 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2907122.250000 Penalty: 3364.725586
	Iteration 9Q: 3 clusters Score -2907122 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2907949.250000 Penalty: 3364.725586
	Iteration 10Q: 3 clusters Score -2907949 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2908955.000000 Penalty: 3364.725586
	Iteration 11Q: 3 clusters Score -2908955 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2910054.250000 Penalty: 3364.725586
	Iteration 12Q: 3 clusters Score -2910054 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2911073.000000 Penalty: 3364.725586
	Iteration 13Q: 3 clusters Score -2911073 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -2911822.750000 Penalty: 3364.725586
	Iteration 14Q: 3 clusters Score -2911823 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2912340.750000 Penalty: 3364.725586
	Iteration 15Q: 3 clusters Score -2912341 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2912661.750000 Penalty: 3364.725586
	Iteration 16Q: 3 clusters Score -2912662 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2912851.000000 Penalty: 3364.725586
	Iteration 17Q: 3 clusters Score -2912851 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2912969.500000 Penalty: 3364.725586
	Iteration 18Q: 3 clusters Score -2912970 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -2913069.000000 Penalty: 3364.725586
	Iteration 19Q: 3 clusters Score -2913069 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2913138.000000 Penalty: 3364.725586
	Iteration 20F: 3 clusters Score -2913138 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2913176.750000 Penalty: 3364.725586
	Iteration 21Q: 3 clusters Score -2913177 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -2913202.750000 Penalty: 3364.725586
	Iteration 22Q: 3 clusters Score -2913203 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2913226.750000 Penalty: 3364.725586
	Iteration 23Q: 3 clusters Score -2913227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2913234.250000 Penalty: 3364.725586
	Iteration 24Q: 3 clusters Score -2913234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2913236.500000 Penalty: 3364.725586
	Iteration 25Q: 3 clusters Score -2913236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -2913240.750000 Penalty: 3364.725586
	Iteration 26Q: 3 clusters Score -2913241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -2913254.750000 Penalty: 3364.725586
	Iteration 27Q: 3 clusters Score -2913255 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2913257.000000 Penalty: 3364.725586
	Iteration 28Q: 3 clusters Score -2913257 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -2913256.250000 Penalty: 3364.725586
	Iteration 29Q: 3 clusters Score -2913256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2913262.500000 Penalty: 3364.725586
	Iteration 30Q: 3 clusters Score -2913262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2913258.500000 Penalty: 3364.725586
	Iteration 31Q: 3 clusters Score -2913258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2913259.750000 Penalty: 3364.725586
	Iteration 32Q: 3 clusters Score -2913260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -2913255.000000 Penalty: 3364.725586
	Iteration 33Q: 3 clusters Score -2913255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2913260.000000 Penalty: 3364.725586
	Iteration 34Q: 3 clusters Score -2913260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2913262.250000 Penalty: 3364.725586
	Iteration 35Q: 3 clusters Score -2913262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2913259.500000 Penalty: 3364.725586
	Iteration 36Q: 3 clusters Score -2913260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2913259.750000 Penalty: 3364.725586
	Iteration 37Q: 3 clusters Score -2913260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2913263.000000 Penalty: 3364.725586
	Iteration 38Q: 3 clusters Score -2913263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2913263.000000 Penalty: 3364.725586
	Iteration 39Q: 3 clusters Score -2913263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2913262.750000 Penalty: 3364.725586
	Iteration 40F: 3 clusters Score -2913263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2913260.500000 Penalty: 3364.725586
	Iteration 41Q: 3 clusters Score -2913260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2913260.500000 Penalty: 3364.725586
	Iteration 42F: 3 clusters Score -2913260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Entering Unmasked Estep 
Score: -301215.968750 Penalty: 1321.993896
	Iteration 0F: 2 clusters Score -301216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -298287.875000 Penalty: 2643.987793
	Iteration 0F: 3 clusters Score -298287.9 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -299144.343750 Penalty: 2643.987793
	Iteration 1F: 3 clusters Score -299144.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -299383.718750 Penalty: 2643.987793
	Iteration 2F: 3 clusters Score -299383.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -299533.187500 Penalty: 2643.987793
	Iteration 3F: 3 clusters Score -299533.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -299633.437500 Penalty: 2643.987793
	Iteration 4Q: 3 clusters Score -299633.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -299716.125000 Penalty: 2643.987793
	Iteration 5Q: 3 clusters Score -299716.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -299797.406250 Penalty: 2643.987793
	Iteration 6Q: 3 clusters Score -299797.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -299878.906250 Penalty: 2643.987793
	Iteration 7Q: 3 clusters Score -299878.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -299956.843750 Penalty: 2643.987793
	Iteration 8Q: 3 clusters Score -299956.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -300020.593750 Penalty: 2643.987793
	Iteration 9Q: 3 clusters Score -300020.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -300068.687500 Penalty: 2643.987793
	Iteration 10Q: 3 clusters Score -300068.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -300106.406250 Penalty: 2643.987793
	Iteration 11Q: 3 clusters Score -300106.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -300142.500000 Penalty: 2643.987793
	Iteration 12Q: 3 clusters Score -300142.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -300164.781250 Penalty: 2643.987793
	Iteration 13Q: 3 clusters Score -300164.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -300183.250000 Penalty: 2643.987793
	Iteration 14Q: 3 clusters Score -300183.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -300204.031250 Penalty: 2643.987793
	Iteration 15Q: 3 clusters Score -300204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300218.156250 Penalty: 2643.987793
	Iteration 16Q: 3 clusters Score -300218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -300231.531250 Penalty: 2643.987793
	Iteration 17Q: 3 clusters Score -300231.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300251.562500 Penalty: 2643.987793
	Iteration 18Q: 3 clusters Score -300251.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -300271.625000 Penalty: 2643.987793
	Iteration 19Q: 3 clusters Score -300271.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -300290.156250 Penalty: 2643.987793
	Iteration 20F: 3 clusters Score -300290.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -300301.937500 Penalty: 2643.987793
	Iteration 21Q: 3 clusters Score -300301.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300306.593750 Penalty: 2643.987793
	Iteration 22Q: 3 clusters Score -300306.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -300311.468750 Penalty: 2643.987793
	Iteration 23Q: 3 clusters Score -300311.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -300315.656250 Penalty: 2643.987793
	Iteration 24Q: 3 clusters Score -300315.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -300318.562500 Penalty: 2643.987793
	Iteration 25Q: 3 clusters Score -300318.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -300322.781250 Penalty: 2643.987793
	Iteration 26Q: 3 clusters Score -300322.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -300325.718750 Penalty: 2643.987793
	Iteration 27Q: 3 clusters Score -300325.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -300328.687500 Penalty: 2643.987793
	Iteration 28Q: 3 clusters Score -300328.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -300334.187500 Penalty: 2643.987793
	Iteration 29Q: 3 clusters Score -300334.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -300340.718750 Penalty: 2643.987793
	Iteration 30Q: 3 clusters Score -300340.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -300347.343750 Penalty: 2643.987793
	Iteration 31Q: 3 clusters Score -300347.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -300354.562500 Penalty: 2643.987793
	Iteration 32Q: 3 clusters Score -300354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -300358.875000 Penalty: 2643.987793
	Iteration 33Q: 3 clusters Score -300358.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -300362.812500 Penalty: 2643.987793
	Iteration 34Q: 3 clusters Score -300362.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -300367.187500 Penalty: 2643.987793
	Iteration 35Q: 3 clusters Score -300367.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -300370.281250 Penalty: 2643.987793
	Iteration 36Q: 3 clusters Score -300370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -300373.593750 Penalty: 2643.987793
	Iteration 37Q: 3 clusters Score -300373.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -300377.656250 Penalty: 2643.987793
	Iteration 38Q: 3 clusters Score -300377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -300383.718750 Penalty: 2643.987793
	Iteration 39Q: 3 clusters Score -300383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -300402.906250 Penalty: 2643.987793
	Iteration 40F: 3 clusters Score -300402.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -300429.031250 Penalty: 2643.987793
	Iteration 41Q: 3 clusters Score -300429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -300454.593750 Penalty: 2643.987793
	Iteration 42Q: 3 clusters Score -300454.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -300488.375000 Penalty: 2643.987793
	Iteration 43Q: 3 clusters Score -300488.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -300515.000000 Penalty: 2643.987793
	Iteration 44Q: 3 clusters Score -300515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -300536.406250 Penalty: 2643.987793
	Iteration 45Q: 3 clusters Score -300536.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -300553.718750 Penalty: 2643.987793
	Iteration 46Q: 3 clusters Score -300553.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -300563.187500 Penalty: 2643.987793
	Iteration 47Q: 3 clusters Score -300563.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -300567.468750 Penalty: 2643.987793
	Iteration 48Q: 3 clusters Score -300567.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -300570.062500 Penalty: 2643.987793
	Iteration 49Q: 3 clusters Score -300570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -300572.531250 Penalty: 2643.987793
	Iteration 50Q: 3 clusters Score -300572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -300572.750000 Penalty: 2643.987793
	Iteration 51Q: 3 clusters Score -300572.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -300573.343750 Penalty: 2643.987793
	Iteration 52Q: 3 clusters Score -300573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -300573.718750 Penalty: 2643.987793
	Iteration 53Q: 3 clusters Score -300573.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -300573.718750 Penalty: 2643.987793
	Iteration 54F: 3 clusters Score -300573.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Entering Unmasked Estep 
Score: -1291522.625000 Penalty: 1558.142822
	Iteration 0F: 2 clusters Score -1291523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1281483.250000 Penalty: 3116.285645
	Iteration 0F: 3 clusters Score -1281483 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1285150.375000 Penalty: 3116.285645
	Iteration 1F: 3 clusters Score -1285150 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1285582.375000 Penalty: 3116.285645
	Iteration 2F: 3 clusters Score -1285582 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1285992.875000 Penalty: 3116.285645
	Iteration 3F: 3 clusters Score -1285993 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1286428.250000 Penalty: 3116.285645
	Iteration 4F: 3 clusters Score -1286428 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1286869.750000 Penalty: 3116.285645
	Iteration 5Q: 3 clusters Score -1286870 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1287330.125000 Penalty: 3116.285645
	Iteration 6F: 3 clusters Score -1287330 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1287762.750000 Penalty: 3116.285645
	Iteration 7Q: 3 clusters Score -1287763 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1288195.375000 Penalty: 3116.285645
	Iteration 8Q: 3 clusters Score -1288195 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1288588.000000 Penalty: 3116.285645
	Iteration 9Q: 3 clusters Score -1288588 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1288933.250000 Penalty: 3116.285645
	Iteration 10Q: 3 clusters Score -1288933 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1289206.750000 Penalty: 3116.285645
	Iteration 11Q: 3 clusters Score -1289207 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1289427.375000 Penalty: 3116.285645
	Iteration 12Q: 3 clusters Score -1289427 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1289571.125000 Penalty: 3116.285645
	Iteration 13Q: 3 clusters Score -1289571 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1289671.750000 Penalty: 3116.285645
	Iteration 14Q: 3 clusters Score -1289672 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1289758.125000 Penalty: 3116.285645
	Iteration 15Q: 3 clusters Score -1289758 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1289809.375000 Penalty: 3116.285645
	Iteration 16Q: 3 clusters Score -1289809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1289867.125000 Penalty: 3116.285645
	Iteration 17Q: 3 clusters Score -1289867 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1289920.625000 Penalty: 3116.285645
	Iteration 18Q: 3 clusters Score -1289921 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1289974.750000 Penalty: 3116.285645
	Iteration 19Q: 3 clusters Score -1289975 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1290028.250000 Penalty: 3116.285645
	Iteration 20F: 3 clusters Score -1290028 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1290069.500000 Penalty: 3116.285645
	Iteration 21Q: 3 clusters Score -1290070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1290101.250000 Penalty: 3116.285645
	Iteration 22Q: 3 clusters Score -1290101 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1290118.875000 Penalty: 3116.285645
	Iteration 23Q: 3 clusters Score -1290119 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1290130.750000 Penalty: 3116.285645
	Iteration 24Q: 3 clusters Score -1290131 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -1290144.250000 Penalty: 3116.285645
	Iteration 25Q: 3 clusters Score -1290144 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1290147.875000 Penalty: 3116.285645
	Iteration 26Q: 3 clusters Score -1290148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1290150.375000 Penalty: 3116.285645
	Iteration 27Q: 3 clusters Score -1290150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1290158.750000 Penalty: 3116.285645
	Iteration 28Q: 3 clusters Score -1290159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1290158.125000 Penalty: 3116.285645
	Iteration 29Q: 3 clusters Score -1290158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1290158.250000 Penalty: 3116.285645
	Iteration 30Q: 3 clusters Score -1290158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1290164.125000 Penalty: 3116.285645
	Iteration 31Q: 3 clusters Score -1290164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1290165.375000 Penalty: 3116.285645
	Iteration 32Q: 3 clusters Score -1290165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1290170.875000 Penalty: 3116.285645
	Iteration 33Q: 3 clusters Score -1290171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1290172.125000 Penalty: 3116.285645
	Iteration 34Q: 3 clusters Score -1290172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1290171.375000 Penalty: 3116.285645
	Iteration 35Q: 3 clusters Score -1290171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1290173.875000 Penalty: 3116.285645
	Iteration 36Q: 3 clusters Score -1290174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1290174.375000 Penalty: 3116.285645
	Iteration 37Q: 3 clusters Score -1290174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1290172.875000 Penalty: 3116.285645
	Iteration 38Q: 3 clusters Score -1290173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1290174.875000 Penalty: 3116.285645
	Iteration 39Q: 3 clusters Score -1290175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1290178.125000 Penalty: 3116.285645
	Iteration 40F: 3 clusters Score -1290178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1290179.625000 Penalty: 3116.285645
	Iteration 41Q: 3 clusters Score -1290180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -1290177.875000 Penalty: 3116.285645
	Iteration 42Q: 3 clusters Score -1290178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1290180.375000 Penalty: 3116.285645
	Iteration 43Q: 3 clusters Score -1290180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1290181.875000 Penalty: 3116.285645
	Iteration 44Q: 3 clusters Score -1290182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1290184.000000 Penalty: 3116.285645
	Iteration 45Q: 3 clusters Score -1290184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1290179.750000 Penalty: 3116.285645
	Iteration 46Q: 3 clusters Score -1290180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1290180.750000 Penalty: 3116.285645
	Iteration 47Q: 3 clusters Score -1290181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1290182.750000 Penalty: 3116.285645
	Iteration 48Q: 3 clusters Score -1290183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1290183.000000 Penalty: 3116.285645
	Iteration 49Q: 3 clusters Score -1290183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1290183.250000 Penalty: 3116.285645
	Iteration 50Q: 3 clusters Score -1290183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1290183.750000 Penalty: 3116.285645
	Iteration 51Q: 3 clusters Score -1290184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1290182.250000 Penalty: 3116.285645
	Iteration 52Q: 3 clusters Score -1290182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1290184.875000 Penalty: 3116.285645
	Iteration 53Q: 3 clusters Score -1290185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1290183.375000 Penalty: 3116.285645
	Iteration 54Q: 3 clusters Score -1290183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1290184.125000 Penalty: 3116.285645
	Iteration 55Q: 3 clusters Score -1290184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1290183.250000 Penalty: 3116.285645
	Iteration 56Q: 3 clusters Score -1290183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1290184.125000 Penalty: 3116.285645
	Iteration 57Q: 3 clusters Score -1290184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1290184.750000 Penalty: 3116.285645
	Iteration 58Q: 3 clusters Score -1290185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1290185.500000 Penalty: 3116.285645
	Iteration 59Q: 3 clusters Score -1290186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1290185.000000 Penalty: 3116.285645
	Iteration 60F: 3 clusters Score -1290185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1290186.375000 Penalty: 3116.285645
	Iteration 61Q: 3 clusters Score -1290186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1290188.250000 Penalty: 3116.285645
	Iteration 62Q: 3 clusters Score -1290188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1290185.625000 Penalty: 3116.285645
	Iteration 63Q: 3 clusters Score -1290186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1290188.500000 Penalty: 3116.285645
	Iteration 64Q: 3 clusters Score -1290188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1290188.500000 Penalty: 3116.285645
	Iteration 65F: 3 clusters Score -1290188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Entering Unmasked Estep 
Score: -2739415.000000 Penalty: 1677.752197
	Iteration 0F: 2 clusters Score -2739415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -2718973.500000 Penalty: 3355.504395
	Iteration 0F: 3 clusters Score -2718974 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2726461.250000 Penalty: 3355.504395
	Iteration 1F: 3 clusters Score -2726461 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2726752.000000 Penalty: 3355.504395
	Iteration 2Q: 3 clusters Score -2726752 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2726992.500000 Penalty: 3355.504395
	Iteration 3Q: 3 clusters Score -2726992 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -2727220.000000 Penalty: 3355.504395
	Iteration 4Q: 3 clusters Score -2727220 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2727414.500000 Penalty: 3355.504395
	Iteration 5Q: 3 clusters Score -2727414 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2727633.750000 Penalty: 3355.504395
	Iteration 6Q: 3 clusters Score -2727634 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2727865.750000 Penalty: 3355.504395
	Iteration 7Q: 3 clusters Score -2727866 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2728121.750000 Penalty: 3355.504395
	Iteration 8Q: 3 clusters Score -2728122 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2728413.750000 Penalty: 3355.504395
	Iteration 9Q: 3 clusters Score -2728414 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2728818.250000 Penalty: 3355.504395
	Iteration 10Q: 3 clusters Score -2728818 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2729376.500000 Penalty: 3355.504395
	Iteration 11Q: 3 clusters Score -2729376 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2730232.250000 Penalty: 3355.504395
	Iteration 12F: 3 clusters Score -2730232 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -2731508.750000 Penalty: 3355.504395
	Iteration 13F: 3 clusters Score -2731509 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -2733175.500000 Penalty: 3355.504395
	Iteration 14F: 3 clusters Score -2733176 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -2734848.500000 Penalty: 3355.504395
	Iteration 15F: 3 clusters Score -2734848 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -2736208.500000 Penalty: 3355.504395
	Iteration 16Q: 3 clusters Score -2736208 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -2737085.250000 Penalty: 3355.504395
	Iteration 17Q: 3 clusters Score -2737085 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -2737517.000000 Penalty: 3355.504395
	Iteration 18Q: 3 clusters Score -2737517 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -2737728.250000 Penalty: 3355.504395
	Iteration 19Q: 3 clusters Score -2737728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -2737830.000000 Penalty: 3355.504395
	Iteration 20F: 3 clusters Score -2737830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -2737897.250000 Penalty: 3355.504395
	Iteration 21Q: 3 clusters Score -2737897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -2737941.750000 Penalty: 3355.504395
	Iteration 22Q: 3 clusters Score -2737942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -2737958.000000 Penalty: 3355.504395
	Iteration 23Q: 3 clusters Score -2737958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -2737971.500000 Penalty: 3355.504395
	Iteration 24Q: 3 clusters Score -2737972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -2737973.750000 Penalty: 3355.504395
	Iteration 25Q: 3 clusters Score -2737974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30259 members 
Entering Unmasked Estep 
Score: -2737982.250000 Penalty: 3355.504395
	Iteration 26Q: 3 clusters Score -2737982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -2737986.500000 Penalty: 3355.504395
	Iteration 27Q: 3 clusters Score -2737986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2737988.000000 Penalty: 3355.504395
	Iteration 28Q: 3 clusters Score -2737988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30262 members 
Entering Unmasked Estep 
Score: -2737988.000000 Penalty: 3355.504395
	Iteration 29Q: 3 clusters Score -2737988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -2737990.250000 Penalty: 3355.504395
	Iteration 30Q: 3 clusters Score -2737990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -2737990.750000 Penalty: 3355.504395
	Iteration 31Q: 3 clusters Score -2737991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -2737990.750000 Penalty: 3355.504395
	Iteration 32F: 3 clusters Score -2737991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -554241.062500 Penalty: 1416.756226
	Iteration 0F: 2 clusters Score -554241.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -549530.125000 Penalty: 2833.512451
	Iteration 0F: 3 clusters Score -549530.1 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -550952.500000 Penalty: 2833.512451
	Iteration 1F: 3 clusters Score -550952.5 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -551195.375000 Penalty: 2833.512451
	Iteration 2F: 3 clusters Score -551195.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -551350.750000 Penalty: 2833.512451
	Iteration 3F: 3 clusters Score -551350.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -551498.875000 Penalty: 2833.512451
	Iteration 4Q: 3 clusters Score -551498.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -551642.875000 Penalty: 2833.512451
	Iteration 5Q: 3 clusters Score -551642.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -551766.625000 Penalty: 2833.512451
	Iteration 6Q: 3 clusters Score -551766.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -551900.625000 Penalty: 2833.512451
	Iteration 7Q: 3 clusters Score -551900.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -552042.000000 Penalty: 2833.512451
	Iteration 8Q: 3 clusters Score -552042 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -552190.500000 Penalty: 2833.512451
	Iteration 9Q: 3 clusters Score -552190.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -552377.125000 Penalty: 2833.512451
	Iteration 10Q: 3 clusters Score -552377.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -552555.812500 Penalty: 2833.512451
	Iteration 11Q: 3 clusters Score -552555.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -552714.812500 Penalty: 2833.512451
	Iteration 12Q: 3 clusters Score -552714.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -552841.750000 Penalty: 2833.512451
	Iteration 13Q: 3 clusters Score -552841.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -552924.625000 Penalty: 2833.512451
	Iteration 14Q: 3 clusters Score -552924.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -552972.875000 Penalty: 2833.512451
	Iteration 15Q: 3 clusters Score -552972.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -553002.750000 Penalty: 2833.512451
	Iteration 16Q: 3 clusters Score -553002.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -553022.437500 Penalty: 2833.512451
	Iteration 17Q: 3 clusters Score -553022.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -553035.562500 Penalty: 2833.512451
	Iteration 18Q: 3 clusters Score -553035.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -553045.437500 Penalty: 2833.512451
	Iteration 19Q: 3 clusters Score -553045.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -553052.250000 Penalty: 2833.512451
	Iteration 20F: 3 clusters Score -553052.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -553056.625000 Penalty: 2833.512451
	Iteration 21Q: 3 clusters Score -553056.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -553059.375000 Penalty: 2833.512451
	Iteration 22Q: 3 clusters Score -553059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -553060.062500 Penalty: 2833.512451
	Iteration 23Q: 3 clusters Score -553060.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -553061.812500 Penalty: 2833.512451
	Iteration 24Q: 3 clusters Score -553061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -553063.750000 Penalty: 2833.512451
	Iteration 25Q: 3 clusters Score -553063.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -553066.062500 Penalty: 2833.512451
	Iteration 26Q: 3 clusters Score -553066.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -553068.250000 Penalty: 2833.512451
	Iteration 27Q: 3 clusters Score -553068.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -553069.000000 Penalty: 2833.512451
	Iteration 28Q: 3 clusters Score -553069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -553071.125000 Penalty: 2833.512451
	Iteration 29Q: 3 clusters Score -553071.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -553072.062500 Penalty: 2833.512451
	Iteration 30Q: 3 clusters Score -553072.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -553073.312500 Penalty: 2833.512451
	Iteration 31Q: 3 clusters Score -553073.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -553073.812500 Penalty: 2833.512451
	Iteration 32Q: 3 clusters Score -553073.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -553074.437500 Penalty: 2833.512451
	Iteration 33Q: 3 clusters Score -553074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -553076.937500 Penalty: 2833.512451
	Iteration 34Q: 3 clusters Score -553076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -553077.000000 Penalty: 2833.512451
	Iteration 35Q: 3 clusters Score -553077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -553077.437500 Penalty: 2833.512451
	Iteration 36Q: 3 clusters Score -553077.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -553077.937500 Penalty: 2833.512451
	Iteration 37Q: 3 clusters Score -553077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -553077.625000 Penalty: 2833.512451
	Iteration 38Q: 3 clusters Score -553077.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -553077.625000 Penalty: 2833.512451
	Iteration 39F: 3 clusters Score -553077.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69775 members 
Entering Unmasked Estep 
Score: -6471159.500000 Penalty: 1812.367554
	Iteration 0F: 2 clusters Score -6471160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -6424823.500000 Penalty: 3624.735107
	Iteration 0F: 3 clusters Score -6424824 nChanged 32976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -6443570.500000 Penalty: 3624.735107
	Iteration 1F: 3 clusters Score -6443570 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -6444176.000000 Penalty: 3624.735107
	Iteration 2Q: 3 clusters Score -6444176 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6444825.500000 Penalty: 3624.735107
	Iteration 3Q: 3 clusters Score -6444826 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -6445584.500000 Penalty: 3624.735107
	Iteration 4Q: 3 clusters Score -6445584 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -6446499.000000 Penalty: 3624.735107
	Iteration 5Q: 3 clusters Score -6446499 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -6447625.500000 Penalty: 3624.735107
	Iteration 6Q: 3 clusters Score -6447626 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -6448956.500000 Penalty: 3624.735107
	Iteration 7Q: 3 clusters Score -6448956 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -6450610.500000 Penalty: 3624.735107
	Iteration 8Q: 3 clusters Score -6450610 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -6452879.000000 Penalty: 3624.735107
	Iteration 9F: 3 clusters Score -6452879 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 35221 members 
Entering Unmasked Estep 
Score: -6455388.500000 Penalty: 3624.735107
	Iteration 10F: 3 clusters Score -6455388 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -6457312.500000 Penalty: 3624.735107
	Iteration 11F: 3 clusters Score -6457312 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -6458379.000000 Penalty: 3624.735107
	Iteration 12Q: 3 clusters Score -6458379 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -6458865.500000 Penalty: 3624.735107
	Iteration 13Q: 3 clusters Score -6458866 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -6459099.000000 Penalty: 3624.735107
	Iteration 14Q: 3 clusters Score -6459099 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6459262.500000 Penalty: 3624.735107
	Iteration 15Q: 3 clusters Score -6459262 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -6459412.000000 Penalty: 3624.735107
	Iteration 16Q: 3 clusters Score -6459412 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -6459590.000000 Penalty: 3624.735107
	Iteration 17Q: 3 clusters Score -6459590 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -6459714.000000 Penalty: 3624.735107
	Iteration 18Q: 3 clusters Score -6459714 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -6459839.000000 Penalty: 3624.735107
	Iteration 19Q: 3 clusters Score -6459839 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -6460035.000000 Penalty: 3624.735107
	Iteration 20F: 3 clusters Score -6460035 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -6460186.500000 Penalty: 3624.735107
	Iteration 21Q: 3 clusters Score -6460186 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -6460307.000000 Penalty: 3624.735107
	Iteration 22Q: 3 clusters Score -6460307 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -6460446.000000 Penalty: 3624.735107
	Iteration 23Q: 3 clusters Score -6460446 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -6460564.500000 Penalty: 3624.735107
	Iteration 24Q: 3 clusters Score -6460564 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6460671.500000 Penalty: 3624.735107
	Iteration 25Q: 3 clusters Score -6460672 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -6460795.000000 Penalty: 3624.735107
	Iteration 26Q: 3 clusters Score -6460795 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -6460953.000000 Penalty: 3624.735107
	Iteration 27Q: 3 clusters Score -6460953 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 30574 members 
Entering Unmasked Estep 
Score: -6461012.500000 Penalty: 3624.735107
	Iteration 28Q: 3 clusters Score -6461012 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -6461093.000000 Penalty: 3624.735107
	Iteration 29Q: 3 clusters Score -6461093 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -6461149.000000 Penalty: 3624.735107
	Iteration 30Q: 3 clusters Score -6461149 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 29515 members 
Entering Unmasked Estep 
Score: -6461199.000000 Penalty: 3624.735107
	Iteration 31Q: 3 clusters Score -6461199 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -6461285.500000 Penalty: 3624.735107
	Iteration 32Q: 3 clusters Score -6461286 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6461335.500000 Penalty: 3624.735107
	Iteration 33Q: 3 clusters Score -6461336 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41228 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6461344.000000 Penalty: 3624.735107
	Iteration 34Q: 3 clusters Score -6461344 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6461380.500000 Penalty: 3624.735107
	Iteration 35Q: 3 clusters Score -6461380 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -6461390.500000 Penalty: 3624.735107
	Iteration 36Q: 3 clusters Score -6461390 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -6461430.000000 Penalty: 3624.735107
	Iteration 37Q: 3 clusters Score -6461430 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42648 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -6461491.500000 Penalty: 3624.735107
	Iteration 38Q: 3 clusters Score -6461492 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -6461517.000000 Penalty: 3624.735107
	Iteration 39Q: 3 clusters Score -6461517 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -6461593.000000 Penalty: 3624.735107
	Iteration 40F: 3 clusters Score -6461593 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -6461672.500000 Penalty: 3624.735107
	Iteration 41Q: 3 clusters Score -6461672 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6461664.500000 Penalty: 3624.735107
	Iteration 42Q: 3 clusters Score -6461664 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -6461723.500000 Penalty: 3624.735107
	Iteration 43Q: 3 clusters Score -6461724 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6461783.000000 Penalty: 3624.735107
	Iteration 44Q: 3 clusters Score -6461783 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -6461858.500000 Penalty: 3624.735107
	Iteration 45Q: 3 clusters Score -6461858 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -6461902.500000 Penalty: 3624.735107
	Iteration 46Q: 3 clusters Score -6461902 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6461957.000000 Penalty: 3624.735107
	Iteration 47Q: 3 clusters Score -6461957 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -6462062.500000 Penalty: 3624.735107
	Iteration 48Q: 3 clusters Score -6462062 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -6462136.000000 Penalty: 3624.735107
	Iteration 49Q: 3 clusters Score -6462136 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6462209.500000 Penalty: 3624.735107
	Iteration 50Q: 3 clusters Score -6462210 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -6462268.000000 Penalty: 3624.735107
	Iteration 51Q: 3 clusters Score -6462268 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -6462421.000000 Penalty: 3624.735107
	Iteration 52Q: 3 clusters Score -6462421 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6462489.000000 Penalty: 3624.735107
	Iteration 53Q: 3 clusters Score -6462489 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -6462623.000000 Penalty: 3624.735107
	Iteration 54Q: 3 clusters Score -6462623 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51607 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -6462817.500000 Penalty: 3624.735107
	Iteration 55Q: 3 clusters Score -6462818 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -6462965.000000 Penalty: 3624.735107
	Iteration 56Q: 3 clusters Score -6462965 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -6463112.500000 Penalty: 3624.735107
	Iteration 57Q: 3 clusters Score -6463112 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -6463343.000000 Penalty: 3624.735107
	Iteration 58Q: 3 clusters Score -6463343 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -6463531.000000 Penalty: 3624.735107
	Iteration 59Q: 3 clusters Score -6463531 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -6463752.000000 Penalty: 3624.735107
	Iteration 60F: 3 clusters Score -6463752 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -6464014.000000 Penalty: 3624.735107
	Iteration 61Q: 3 clusters Score -6464014 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56991 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -6464265.000000 Penalty: 3624.735107
	Iteration 62Q: 3 clusters Score -6464265 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -6464587.500000 Penalty: 3624.735107
	Iteration 63Q: 3 clusters Score -6464588 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58816 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -6464949.000000 Penalty: 3624.735107
	Iteration 64Q: 3 clusters Score -6464949 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59704 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -6465281.500000 Penalty: 3624.735107
	Iteration 65Q: 3 clusters Score -6465282 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60603 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -6465639.500000 Penalty: 3624.735107
	Iteration 66Q: 3 clusters Score -6465640 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61484 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -6465991.000000 Penalty: 3624.735107
	Iteration 67Q: 3 clusters Score -6465991 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62394 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -6466391.500000 Penalty: 3624.735107
	Iteration 68Q: 3 clusters Score -6466392 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -6466777.500000 Penalty: 3624.735107
	Iteration 69Q: 3 clusters Score -6466778 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64128 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -6467229.500000 Penalty: 3624.735107
	Iteration 70Q: 3 clusters Score -6467230 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64924 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6467605.000000 Penalty: 3624.735107
	Iteration 71Q: 3 clusters Score -6467605 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65628 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -6467952.500000 Penalty: 3624.735107
	Iteration 72Q: 3 clusters Score -6467952 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -6468289.000000 Penalty: 3624.735107
	Iteration 73Q: 3 clusters Score -6468289 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66811 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6468548.000000 Penalty: 3624.735107
	Iteration 74Q: 3 clusters Score -6468548 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6468790.000000 Penalty: 3624.735107
	Iteration 75Q: 3 clusters Score -6468790 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67701 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6469033.000000 Penalty: 3624.735107
	Iteration 76Q: 3 clusters Score -6469033 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68024 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -6469220.500000 Penalty: 3624.735107
	Iteration 77Q: 3 clusters Score -6469220 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68272 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -6469349.000000 Penalty: 3624.735107
	Iteration 78Q: 3 clusters Score -6469349 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -6469423.000000 Penalty: 3624.735107
	Iteration 79Q: 3 clusters Score -6469423 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6469514.500000 Penalty: 3624.735107
	Iteration 80F: 3 clusters Score -6469514 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6469561.000000 Penalty: 3624.735107
	Iteration 81Q: 3 clusters Score -6469561 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68741 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -6469601.000000 Penalty: 3624.735107
	Iteration 82Q: 3 clusters Score -6469601 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68788 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6469630.000000 Penalty: 3624.735107
	Iteration 83Q: 3 clusters Score -6469630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68828 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6469666.000000 Penalty: 3624.735107
	Iteration 84Q: 3 clusters Score -6469666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68860 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6469682.500000 Penalty: 3624.735107
	Iteration 85Q: 3 clusters Score -6469682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68889 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6469695.500000 Penalty: 3624.735107
	Iteration 86Q: 3 clusters Score -6469696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68912 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6469717.000000 Penalty: 3624.735107
	Iteration 87Q: 3 clusters Score -6469717 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68934 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -6469733.500000 Penalty: 3624.735107
	Iteration 88Q: 3 clusters Score -6469734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -6469741.000000 Penalty: 3624.735107
	Iteration 89Q: 3 clusters Score -6469741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68960 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6469743.000000 Penalty: 3624.735107
	Iteration 90Q: 3 clusters Score -6469743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68975 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6469754.500000 Penalty: 3624.735107
	Iteration 91Q: 3 clusters Score -6469754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68978 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6469756.000000 Penalty: 3624.735107
	Iteration 92Q: 3 clusters Score -6469756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6469758.500000 Penalty: 3624.735107
	Iteration 93Q: 3 clusters Score -6469758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6469761.500000 Penalty: 3624.735107
	Iteration 94Q: 3 clusters Score -6469762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6469761.500000 Penalty: 3624.735107
	Iteration 95Q: 3 clusters Score -6469762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68987 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6469764.000000 Penalty: 3624.735107
	Iteration 96Q: 3 clusters Score -6469764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68988 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6469763.000000 Penalty: 3624.735107
	Iteration 97Q: 3 clusters Score -6469763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68990 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -6469761.500000 Penalty: 3624.735107
	Iteration 98Q: 3 clusters Score -6469762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6469765.500000 Penalty: 3624.735107
	Iteration 99Q: 3 clusters Score -6469766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68991 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -6469765.500000 Penalty: 3624.735107
	Iteration 100F: 3 clusters Score -6469766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Entering Unmasked Estep 
Score: -520557.000000 Penalty: 1409.223389
	Iteration 0F: 2 clusters Score -520557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -516019.218750 Penalty: 2818.446777
	Iteration 0F: 3 clusters Score -516019.2 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -517420.281250 Penalty: 2818.446777
	Iteration 1F: 3 clusters Score -517420.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -517685.593750 Penalty: 2818.446777
	Iteration 2F: 3 clusters Score -517685.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -517887.937500 Penalty: 2818.446777
	Iteration 3F: 3 clusters Score -517887.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -518084.437500 Penalty: 2818.446777
	Iteration 4F: 3 clusters Score -518084.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -518226.406250 Penalty: 2818.446777
	Iteration 5Q: 3 clusters Score -518226.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -518321.031250 Penalty: 2818.446777
	Iteration 6Q: 3 clusters Score -518321 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -518416.125000 Penalty: 2818.446777
	Iteration 7Q: 3 clusters Score -518416.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -518530.562500 Penalty: 2818.446777
	Iteration 8Q: 3 clusters Score -518530.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -518644.750000 Penalty: 2818.446777
	Iteration 9Q: 3 clusters Score -518644.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -518778.250000 Penalty: 2818.446777
	Iteration 10Q: 3 clusters Score -518778.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -518910.531250 Penalty: 2818.446777
	Iteration 11Q: 3 clusters Score -518910.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -519036.500000 Penalty: 2818.446777
	Iteration 12Q: 3 clusters Score -519036.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -519160.437500 Penalty: 2818.446777
	Iteration 13Q: 3 clusters Score -519160.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -519303.750000 Penalty: 2818.446777
	Iteration 14Q: 3 clusters Score -519303.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -519443.000000 Penalty: 2818.446777
	Iteration 15Q: 3 clusters Score -519443 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -519525.656250 Penalty: 2818.446777
	Iteration 16Q: 3 clusters Score -519525.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -519588.187500 Penalty: 2818.446777
	Iteration 17Q: 3 clusters Score -519588.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -519628.468750 Penalty: 2818.446777
	Iteration 18Q: 3 clusters Score -519628.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -519673.375000 Penalty: 2818.446777
	Iteration 19Q: 3 clusters Score -519673.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -519718.781250 Penalty: 2818.446777
	Iteration 20F: 3 clusters Score -519718.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -519753.968750 Penalty: 2818.446777
	Iteration 21Q: 3 clusters Score -519754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -519783.875000 Penalty: 2818.446777
	Iteration 22Q: 3 clusters Score -519783.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -519810.093750 Penalty: 2818.446777
	Iteration 23Q: 3 clusters Score -519810.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -519827.156250 Penalty: 2818.446777
	Iteration 24Q: 3 clusters Score -519827.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -519836.000000 Penalty: 2818.446777
	Iteration 25Q: 3 clusters Score -519836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -519843.843750 Penalty: 2818.446777
	Iteration 26Q: 3 clusters Score -519843.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -519858.187500 Penalty: 2818.446777
	Iteration 27Q: 3 clusters Score -519858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -519869.625000 Penalty: 2818.446777
	Iteration 28Q: 3 clusters Score -519869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -519871.906250 Penalty: 2818.446777
	Iteration 29Q: 3 clusters Score -519871.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -519873.968750 Penalty: 2818.446777
	Iteration 30Q: 3 clusters Score -519874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -519881.187500 Penalty: 2818.446777
	Iteration 31Q: 3 clusters Score -519881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -519884.406250 Penalty: 2818.446777
	Iteration 32Q: 3 clusters Score -519884.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -519888.218750 Penalty: 2818.446777
	Iteration 33Q: 3 clusters Score -519888.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -519895.062500 Penalty: 2818.446777
	Iteration 34Q: 3 clusters Score -519895.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -519903.062500 Penalty: 2818.446777
	Iteration 35Q: 3 clusters Score -519903.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -519910.031250 Penalty: 2818.446777
	Iteration 36Q: 3 clusters Score -519910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -519911.187500 Penalty: 2818.446777
	Iteration 37Q: 3 clusters Score -519911.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -519911.187500 Penalty: 2818.446777
	Iteration 38F: 3 clusters Score -519911.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -642101.375000 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -642101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -636764.375000 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -636764.4 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -638586.125000 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -638586.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -639021.812500 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -639021.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -639425.125000 Penalty: 2885.828613
	Iteration 3F: 3 clusters Score -639425.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -639761.000000 Penalty: 2885.828613
	Iteration 4F: 3 clusters Score -639761 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -639967.125000 Penalty: 2885.828613
	Iteration 5F: 3 clusters Score -639967.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -640116.250000 Penalty: 2885.828613
	Iteration 6Q: 3 clusters Score -640116.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -640236.875000 Penalty: 2885.828613
	Iteration 7Q: 3 clusters Score -640236.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -640313.750000 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -640313.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -640375.562500 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -640375.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -640430.062500 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -640430.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -640495.687500 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -640495.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -640561.875000 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -640561.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -640641.187500 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -640641.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -640708.437500 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -640708.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -640795.312500 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -640795.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -640890.875000 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -640890.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -640989.687500 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -640989.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -641172.812500 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -641172.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -641363.000000 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -641363 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -641542.062500 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -641542.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -641657.187500 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -641657.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -641722.250000 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -641722.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -641751.000000 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -641751 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -641772.312500 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -641772.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -641780.125000 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -641780.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -641787.562500 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -641787.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -641793.750000 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -641793.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -641795.062500 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -641795.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641797.312500 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -641797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -641799.062500 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -641799.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641798.312500 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -641798.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641798.312500 Penalty: 2885.828613
	Iteration 32F: 3 clusters Score -641798.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Entering Unmasked Estep 
Score: -361121.968750 Penalty: 1356.367798
	Iteration 0F: 2 clusters Score -361122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -357669.125000 Penalty: 2712.735596
	Iteration 0F: 3 clusters Score -357669.1 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -358774.906250 Penalty: 2712.735596
	Iteration 1F: 3 clusters Score -358774.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -359079.093750 Penalty: 2712.735596
	Iteration 2F: 3 clusters Score -359079.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -359365.562500 Penalty: 2712.735596
	Iteration 3F: 3 clusters Score -359365.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -359614.500000 Penalty: 2712.735596
	Iteration 4F: 3 clusters Score -359614.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -359798.687500 Penalty: 2712.735596
	Iteration 5F: 3 clusters Score -359798.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -359963.781250 Penalty: 2712.735596
	Iteration 6Q: 3 clusters Score -359963.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -360061.593750 Penalty: 2712.735596
	Iteration 7Q: 3 clusters Score -360061.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -360157.531250 Penalty: 2712.735596
	Iteration 8Q: 3 clusters Score -360157.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -360262.125000 Penalty: 2712.735596
	Iteration 9Q: 3 clusters Score -360262.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -360355.156250 Penalty: 2712.735596
	Iteration 10Q: 3 clusters Score -360355.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -360447.531250 Penalty: 2712.735596
	Iteration 11Q: 3 clusters Score -360447.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -360511.031250 Penalty: 2712.735596
	Iteration 12Q: 3 clusters Score -360511 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -360556.531250 Penalty: 2712.735596
	Iteration 13Q: 3 clusters Score -360556.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -360585.312500 Penalty: 2712.735596
	Iteration 14Q: 3 clusters Score -360585.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -360608.406250 Penalty: 2712.735596
	Iteration 15Q: 3 clusters Score -360608.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -360628.250000 Penalty: 2712.735596
	Iteration 16Q: 3 clusters Score -360628.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -360641.468750 Penalty: 2712.735596
	Iteration 17Q: 3 clusters Score -360641.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -360651.406250 Penalty: 2712.735596
	Iteration 18Q: 3 clusters Score -360651.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -360658.406250 Penalty: 2712.735596
	Iteration 19Q: 3 clusters Score -360658.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -360664.812500 Penalty: 2712.735596
	Iteration 20F: 3 clusters Score -360664.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -360669.531250 Penalty: 2712.735596
	Iteration 21Q: 3 clusters Score -360669.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -360671.906250 Penalty: 2712.735596
	Iteration 22Q: 3 clusters Score -360671.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -360674.625000 Penalty: 2712.735596
	Iteration 23Q: 3 clusters Score -360674.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -360676.000000 Penalty: 2712.735596
	Iteration 24Q: 3 clusters Score -360676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -360676.375000 Penalty: 2712.735596
	Iteration 25Q: 3 clusters Score -360676.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -360678.156250 Penalty: 2712.735596
	Iteration 26Q: 3 clusters Score -360678.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -360679.500000 Penalty: 2712.735596
	Iteration 27Q: 3 clusters Score -360679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -360683.062500 Penalty: 2712.735596
	Iteration 28Q: 3 clusters Score -360683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -360686.000000 Penalty: 2712.735596
	Iteration 29Q: 3 clusters Score -360686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -360691.531250 Penalty: 2712.735596
	Iteration 30Q: 3 clusters Score -360691.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -360699.031250 Penalty: 2712.735596
	Iteration 31Q: 3 clusters Score -360699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -360706.406250 Penalty: 2712.735596
	Iteration 32Q: 3 clusters Score -360706.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -360710.656250 Penalty: 2712.735596
	Iteration 33Q: 3 clusters Score -360710.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -360714.593750 Penalty: 2712.735596
	Iteration 34Q: 3 clusters Score -360714.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -360719.875000 Penalty: 2712.735596
	Iteration 35Q: 3 clusters Score -360719.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -360720.656250 Penalty: 2712.735596
	Iteration 36Q: 3 clusters Score -360720.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -360725.968750 Penalty: 2712.735596
	Iteration 37Q: 3 clusters Score -360726 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -360728.812500 Penalty: 2712.735596
	Iteration 38Q: 3 clusters Score -360728.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -360730.656250 Penalty: 2712.735596
	Iteration 39Q: 3 clusters Score -360730.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -360734.593750 Penalty: 2712.735596
	Iteration 40F: 3 clusters Score -360734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -360737.750000 Penalty: 2712.735596
	Iteration 41Q: 3 clusters Score -360737.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -360745.500000 Penalty: 2712.735596
	Iteration 42Q: 3 clusters Score -360745.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -360752.906250 Penalty: 2712.735596
	Iteration 43Q: 3 clusters Score -360752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -360757.656250 Penalty: 2712.735596
	Iteration 44Q: 3 clusters Score -360757.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -360759.968750 Penalty: 2712.735596
	Iteration 45Q: 3 clusters Score -360760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -360764.562500 Penalty: 2712.735596
	Iteration 46Q: 3 clusters Score -360764.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -360774.437500 Penalty: 2712.735596
	Iteration 47Q: 3 clusters Score -360774.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -360785.718750 Penalty: 2712.735596
	Iteration 48Q: 3 clusters Score -360785.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -360796.781250 Penalty: 2712.735596
	Iteration 49Q: 3 clusters Score -360796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -360807.750000 Penalty: 2712.735596
	Iteration 50Q: 3 clusters Score -360807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -360816.343750 Penalty: 2712.735596
	Iteration 51Q: 3 clusters Score -360816.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -360828.250000 Penalty: 2712.735596
	Iteration 52Q: 3 clusters Score -360828.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -360844.562500 Penalty: 2712.735596
	Iteration 53Q: 3 clusters Score -360844.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -360874.093750 Penalty: 2712.735596
	Iteration 54Q: 3 clusters Score -360874.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -360901.968750 Penalty: 2712.735596
	Iteration 55Q: 3 clusters Score -360902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -360921.906250 Penalty: 2712.735596
	Iteration 56Q: 3 clusters Score -360921.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -360946.406250 Penalty: 2712.735596
	Iteration 57Q: 3 clusters Score -360946.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -360973.281250 Penalty: 2712.735596
	Iteration 58Q: 3 clusters Score -360973.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -360990.343750 Penalty: 2712.735596
	Iteration 59Q: 3 clusters Score -360990.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -361004.531250 Penalty: 2712.735596
	Iteration 60F: 3 clusters Score -361004.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -361021.593750 Penalty: 2712.735596
	Iteration 61Q: 3 clusters Score -361021.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -361037.562500 Penalty: 2712.735596
	Iteration 62Q: 3 clusters Score -361037.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -361053.750000 Penalty: 2712.735596
	Iteration 63Q: 3 clusters Score -361053.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -361071.781250 Penalty: 2712.735596
	Iteration 64Q: 3 clusters Score -361071.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -361089.718750 Penalty: 2712.735596
	Iteration 65Q: 3 clusters Score -361089.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -361100.968750 Penalty: 2712.735596
	Iteration 66Q: 3 clusters Score -361101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -361111.343750 Penalty: 2712.735596
	Iteration 67Q: 3 clusters Score -361111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -361117.812500 Penalty: 2712.735596
	Iteration 68Q: 3 clusters Score -361117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -361122.125000 Penalty: 2712.735596
	Iteration 69Q: 3 clusters Score -361122.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -361125.218750 Penalty: 2712.735596
	Iteration 70Q: 3 clusters Score -361125.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -361131.500000 Penalty: 2712.735596
	Iteration 71Q: 3 clusters Score -361131.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -361134.875000 Penalty: 2712.735596
	Iteration 72Q: 3 clusters Score -361134.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -361138.687500 Penalty: 2712.735596
	Iteration 73Q: 3 clusters Score -361138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -361141.468750 Penalty: 2712.735596
	Iteration 74Q: 3 clusters Score -361141.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -361145.750000 Penalty: 2712.735596
	Iteration 75Q: 3 clusters Score -361145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -361148.187500 Penalty: 2712.735596
	Iteration 76Q: 3 clusters Score -361148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -361150.062500 Penalty: 2712.735596
	Iteration 77Q: 3 clusters Score -361150.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -361150.625000 Penalty: 2712.735596
	Iteration 78Q: 3 clusters Score -361150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -361151.750000 Penalty: 2712.735596
	Iteration 79Q: 3 clusters Score -361151.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -361153.906250 Penalty: 2712.735596
	Iteration 80F: 3 clusters Score -361153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -361157.531250 Penalty: 2712.735596
	Iteration 81Q: 3 clusters Score -361157.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -361161.812500 Penalty: 2712.735596
	Iteration 82Q: 3 clusters Score -361161.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -361167.750000 Penalty: 2712.735596
	Iteration 83Q: 3 clusters Score -361167.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -361169.593750 Penalty: 2712.735596
	Iteration 84Q: 3 clusters Score -361169.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -361171.812500 Penalty: 2712.735596
	Iteration 85Q: 3 clusters Score -361171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -361173.031250 Penalty: 2712.735596
	Iteration 86Q: 3 clusters Score -361173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -361174.750000 Penalty: 2712.735596
	Iteration 87Q: 3 clusters Score -361174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -361176.187500 Penalty: 2712.735596
	Iteration 88Q: 3 clusters Score -361176.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -361176.468750 Penalty: 2712.735596
	Iteration 89Q: 3 clusters Score -361176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -361176.750000 Penalty: 2712.735596
	Iteration 90Q: 3 clusters Score -361176.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -361176.875000 Penalty: 2712.735596
	Iteration 91Q: 3 clusters Score -361176.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -361177.281250 Penalty: 2712.735596
	Iteration 92Q: 3 clusters Score -361177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -361177.281250 Penalty: 2712.735596
	Iteration 93F: 3 clusters Score -361177.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 24114 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 10637 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 6115 members 
Mstep: Class 16 contains 69775 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 2504 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 5126 members 
Mstep: Class 22 contains 1713 members 
Entering Unmasked Estep 
Score: -24814348.000000 Penalty: 44861.425781
Splitting cluster 19 changes total score from -24814922.000000 to -24814348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (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: -249959.796875 Penalty: 1291.095093
	Iteration 0F: 2 clusters Score -249959.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -247321.562500 Penalty: 2582.190186
	Iteration 0F: 3 clusters Score -247321.6 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -247934.687500 Penalty: 2582.190186
	Iteration 1F: 3 clusters Score -247934.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -248084.312500 Penalty: 2582.190186
	Iteration 2F: 3 clusters Score -248084.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -248180.437500 Penalty: 2582.190186
	Iteration 3F: 3 clusters Score -248180.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -248244.656250 Penalty: 2582.190186
	Iteration 4Q: 3 clusters Score -248244.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -248284.296875 Penalty: 2582.190186
	Iteration 5Q: 3 clusters Score -248284.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -248314.578125 Penalty: 2582.190186
	Iteration 6Q: 3 clusters Score -248314.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -248340.390625 Penalty: 2582.190186
	Iteration 7Q: 3 clusters Score -248340.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248362.234375 Penalty: 2582.190186
	Iteration 8Q: 3 clusters Score -248362.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -248385.625000 Penalty: 2582.190186
	Iteration 9Q: 3 clusters Score -248385.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -248400.250000 Penalty: 2582.190186
	Iteration 10Q: 3 clusters Score -248400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248416.359375 Penalty: 2582.190186
	Iteration 11Q: 3 clusters Score -248416.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -248442.468750 Penalty: 2582.190186
	Iteration 12Q: 3 clusters Score -248442.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248479.500000 Penalty: 2582.190186
	Iteration 13Q: 3 clusters Score -248479.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -248514.312500 Penalty: 2582.190186
	Iteration 14Q: 3 clusters Score -248514.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -248556.484375 Penalty: 2582.190186
	Iteration 15Q: 3 clusters Score -248556.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248596.562500 Penalty: 2582.190186
	Iteration 16Q: 3 clusters Score -248596.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -248626.437500 Penalty: 2582.190186
	Iteration 17Q: 3 clusters Score -248626.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -248658.843750 Penalty: 2582.190186
	Iteration 18Q: 3 clusters Score -248658.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -248696.625000 Penalty: 2582.190186
	Iteration 19Q: 3 clusters Score -248696.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -248746.843750 Penalty: 2582.190186
	Iteration 20F: 3 clusters Score -248746.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -248798.312500 Penalty: 2582.190186
	Iteration 21Q: 3 clusters Score -248798.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -248860.562500 Penalty: 2582.190186
	Iteration 22Q: 3 clusters Score -248860.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -248921.468750 Penalty: 2582.190186
	Iteration 23Q: 3 clusters Score -248921.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -248965.187500 Penalty: 2582.190186
	Iteration 24Q: 3 clusters Score -248965.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -249001.031250 Penalty: 2582.190186
	Iteration 25Q: 3 clusters Score -249001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -249026.906250 Penalty: 2582.190186
	Iteration 26Q: 3 clusters Score -249026.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -249058.890625 Penalty: 2582.190186
	Iteration 27Q: 3 clusters Score -249058.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -249090.281250 Penalty: 2582.190186
	Iteration 28Q: 3 clusters Score -249090.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -249119.625000 Penalty: 2582.190186
	Iteration 29Q: 3 clusters Score -249119.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -249144.625000 Penalty: 2582.190186
	Iteration 30Q: 3 clusters Score -249144.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -249161.765625 Penalty: 2582.190186
	Iteration 31Q: 3 clusters Score -249161.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -249183.578125 Penalty: 2582.190186
	Iteration 32Q: 3 clusters Score -249183.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -249192.187500 Penalty: 2582.190186
	Iteration 33Q: 3 clusters Score -249192.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -249199.578125 Penalty: 2582.190186
	Iteration 34Q: 3 clusters Score -249199.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -249202.843750 Penalty: 2582.190186
	Iteration 35Q: 3 clusters Score -249202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -249204.125000 Penalty: 2582.190186
	Iteration 36Q: 3 clusters Score -249204.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -249204.125000 Penalty: 2582.190186
	Iteration 37F: 3 clusters Score -249204.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Entering Unmasked Estep 
Score: -473144.062500 Penalty: 1388.088135
	Iteration 0F: 2 clusters Score -473144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -469094.906250 Penalty: 2776.176270
	Iteration 0F: 3 clusters Score -469094.9 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -470199.250000 Penalty: 2776.176270
	Iteration 1F: 3 clusters Score -470199.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -470333.312500 Penalty: 2776.176270
	Iteration 2F: 3 clusters Score -470333.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -470447.000000 Penalty: 2776.176270
	Iteration 3Q: 3 clusters Score -470447 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -470547.156250 Penalty: 2776.176270
	Iteration 4Q: 3 clusters Score -470547.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -470660.031250 Penalty: 2776.176270
	Iteration 5Q: 3 clusters Score -470660 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -470787.562500 Penalty: 2776.176270
	Iteration 6Q: 3 clusters Score -470787.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -470938.406250 Penalty: 2776.176270
	Iteration 7Q: 3 clusters Score -470938.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -471074.312500 Penalty: 2776.176270
	Iteration 8Q: 3 clusters Score -471074.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -471203.312500 Penalty: 2776.176270
	Iteration 9Q: 3 clusters Score -471203.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -471318.875000 Penalty: 2776.176270
	Iteration 10Q: 3 clusters Score -471318.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -471439.406250 Penalty: 2776.176270
	Iteration 11Q: 3 clusters Score -471439.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -471564.375000 Penalty: 2776.176270
	Iteration 12Q: 3 clusters Score -471564.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -471673.812500 Penalty: 2776.176270
	Iteration 13Q: 3 clusters Score -471673.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -471764.406250 Penalty: 2776.176270
	Iteration 14Q: 3 clusters Score -471764.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -471833.281250 Penalty: 2776.176270
	Iteration 15Q: 3 clusters Score -471833.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -471893.906250 Penalty: 2776.176270
	Iteration 16Q: 3 clusters Score -471893.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -471924.687500 Penalty: 2776.176270
	Iteration 17Q: 3 clusters Score -471924.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -471946.718750 Penalty: 2776.176270
	Iteration 18Q: 3 clusters Score -471946.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -471963.500000 Penalty: 2776.176270
	Iteration 19Q: 3 clusters Score -471963.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -471972.625000 Penalty: 2776.176270
	Iteration 20F: 3 clusters Score -471972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -471980.281250 Penalty: 2776.176270
	Iteration 21Q: 3 clusters Score -471980.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -471989.968750 Penalty: 2776.176270
	Iteration 22Q: 3 clusters Score -471990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -471993.562500 Penalty: 2776.176270
	Iteration 23Q: 3 clusters Score -471993.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -471995.718750 Penalty: 2776.176270
	Iteration 24Q: 3 clusters Score -471995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -471996.406250 Penalty: 2776.176270
	Iteration 25Q: 3 clusters Score -471996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -471996.406250 Penalty: 2776.176270
	Iteration 26F: 3 clusters Score -471996.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 24114 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8137 members 
Mstep: Class 7 contains 10637 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31351 members 
Mstep: Class 12 contains 3413 members 
Mstep: Class 13 contains 14597 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 6115 members 
Mstep: Class 16 contains 69775 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 5126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814992.000000 Penalty: 42822.269531
Iteration 319Q: 22 clusters Score -2.481499e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 24099 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8136 members 
Mstep: Class 7 contains 10635 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31353 members 
Mstep: Class 12 contains 3416 members 
Mstep: Class 13 contains 14592 members 
Mstep: Class 14 contains 30475 members 
Mstep: Class 15 contains 6127 members 
Mstep: Class 16 contains 69777 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7184 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2822 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815010.000000 Penalty: 42822.269531
Iteration 320F: 22 clusters Score -2.481501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 24084 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4712 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10632 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 3419 members 
Mstep: Class 13 contains 14591 members 
Mstep: Class 14 contains 30474 members 
Mstep: Class 15 contains 6134 members 
Mstep: Class 16 contains 69787 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7186 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814998.000000 Penalty: 42822.269531
Iteration 321Q: 22 clusters Score -2.4815e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 24069 members 
Mstep: Class 3 contains 4344 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8125 members 
Mstep: Class 7 contains 10631 members 
Mstep: Class 8 contains 16365 members 
Mstep: Class 9 contains 5349 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31353 members 
Mstep: Class 12 contains 3421 members 
Mstep: Class 13 contains 14588 members 
Mstep: Class 14 contains 30470 members 
Mstep: Class 15 contains 6140 members 
Mstep: Class 16 contains 69793 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7188 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814996.000000 Penalty: 42822.269531
Iteration 322Q: 22 clusters Score -2.4815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 24053 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8123 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31353 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 14580 members 
Mstep: Class 14 contains 30468 members 
Mstep: Class 15 contains 6151 members 
Mstep: Class 16 contains 69799 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7191 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814976.000000 Penalty: 42822.269531
Iteration 323Q: 22 clusters Score -2.481498e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 24040 members 
Mstep: Class 3 contains 4342 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 10628 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 12 contains 3420 members 
Mstep: Class 13 contains 14573 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 6167 members 
Mstep: Class 16 contains 69812 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7190 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2823 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814990.000000 Penalty: 42822.269531
Iteration 324Q: 22 clusters Score -2.481499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 24022 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 10625 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 12 contains 3423 members 
Mstep: Class 13 contains 14562 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 6182 members 
Mstep: Class 16 contains 69817 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7194 members 
Mstep: Class 19 contains 4218 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 5127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815000.000000 Penalty: 42822.269531
Iteration 325Q: 22 clusters Score -2.4815e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 24005 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8121 members 
Mstep: Class 7 contains 10624 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31352 members 
Mstep: Class 12 contains 3425 members 
Mstep: Class 13 contains 14554 members 
Mstep: Class 14 contains 30462 members 
Mstep: Class 15 contains 6197 members 
Mstep: Class 16 contains 69822 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7198 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 2827 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814980.000000 Penalty: 42822.269531
Iteration 326Q: 22 clusters Score -2.481498e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 23994 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 10623 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31348 members 
Mstep: Class 12 contains 3429 members 
Mstep: Class 13 contains 14550 members 
Mstep: Class 14 contains 30459 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 69827 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7203 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 2831 members 
Mstep: Class 21 contains 5128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815004.000000 Penalty: 42822.269531
Iteration 327Q: 22 clusters Score -2.4815e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 23984 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8118 members 
Mstep: Class 7 contains 10623 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31346 members 
Mstep: Class 12 contains 3430 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 30457 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 69838 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 4221 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815056.000000 Penalty: 42822.269531
Iteration 328Q: 22 clusters Score -2.481506e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 23971 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4729 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8122 members 
Mstep: Class 7 contains 10623 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31345 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 14546 members 
Mstep: Class 14 contains 30456 members 
Mstep: Class 15 contains 6204 members 
Mstep: Class 16 contains 69843 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 4223 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815068.000000 Penalty: 42822.269531
Iteration 329Q: 22 clusters Score -2.481507e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23957 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8132 members 
Mstep: Class 7 contains 10622 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31348 members 
Mstep: Class 12 contains 3434 members 
Mstep: Class 13 contains 14541 members 
Mstep: Class 14 contains 30451 members 
Mstep: Class 15 contains 6212 members 
Mstep: Class 16 contains 69848 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 5129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815070.000000 Penalty: 42822.269531
Iteration 330Q: 22 clusters Score -2.481507e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23942 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8142 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 16366 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 12 contains 3439 members 
Mstep: Class 13 contains 14523 members 
Mstep: Class 14 contains 30445 members 
Mstep: Class 15 contains 6231 members 
Mstep: Class 16 contains 69851 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 4222 members 
Mstep: Class 20 contains 2836 members 
Mstep: Class 21 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815074.000000 Penalty: 42822.269531
Iteration 331Q: 22 clusters Score -2.481507e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 23922 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 10621 members 
Mstep: Class 8 contains 16368 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31350 members 
Mstep: Class 12 contains 3441 members 
Mstep: Class 13 contains 14511 members 
Mstep: Class 14 contains 30440 members 
Mstep: Class 15 contains 6251 members 
Mstep: Class 16 contains 69853 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 4224 members 
Mstep: Class 20 contains 2837 members 
Mstep: Class 21 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815084.000000 Penalty: 42822.269531
Iteration 332Q: 22 clusters Score -2.481508e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 23894 members 
Mstep: Class 3 contains 4345 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8166 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 31349 members 
Mstep: Class 12 contains 3442 members 
Mstep: Class 13 contains 14498 members 
Mstep: Class 14 contains 30431 members 
Mstep: Class 15 contains 6268 members 
Mstep: Class 16 contains 69861 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 4226 members 
Mstep: Class 20 contains 2840 members 
Mstep: Class 21 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815118.000000 Penalty: 42822.269531
Iteration 333Q: 22 clusters Score -2.481512e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 23880 members 
Mstep: Class 3 contains 4347 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8175 members 
Mstep: Class 7 contains 10618 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31344 members 
Mstep: Class 12 contains 3444 members 
Mstep: Class 13 contains 14487 members 
Mstep: Class 14 contains 30420 members 
Mstep: Class 15 contains 6277 members 
Mstep: Class 16 contains 69869 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7204 members 
Mstep: Class 19 contains 4226 members 
Mstep: Class 20 contains 2842 members 
Mstep: Class 21 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815042.000000 Penalty: 42822.269531
Iteration 334Q: 22 clusters Score -2.481504e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 23867 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8181 members 
Mstep: Class 7 contains 10618 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31342 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 30409 members 
Mstep: Class 15 contains 6294 members 
Mstep: Class 16 contains 69872 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7203 members 
Mstep: Class 19 contains 4227 members 
Mstep: Class 20 contains 2845 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814946.000000 Penalty: 42822.269531
Iteration 335Q: 22 clusters Score -2.481495e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23851 members 
Mstep: Class 3 contains 4346 members 
Mstep: Class 4 contains 4787 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8188 members 
Mstep: Class 7 contains 10617 members 
Mstep: Class 8 contains 16371 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31342 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 14463 members 
Mstep: Class 14 contains 30400 members 
Mstep: Class 15 contains 6299 members 
Mstep: Class 16 contains 69876 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 7205 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 20 contains 2848 members 
Mstep: Class 21 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814996.000000 Penalty: 42822.269531
Iteration 336Q: 22 clusters Score -2.4815e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23837 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8194 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16367 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31341 members 
Mstep: Class 12 contains 3443 members 
Mstep: Class 13 contains 14455 members 
Mstep: Class 14 contains 30392 members 
Mstep: Class 15 contains 6305 members 
Mstep: Class 16 contains 69884 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 7206 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 20 contains 2851 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814990.000000 Penalty: 42822.269531
Iteration 337Q: 22 clusters Score -2.481499e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23828 members 
Mstep: Class 3 contains 4340 members 
Mstep: Class 4 contains 4812 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 8196 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16369 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31337 members 
Mstep: Class 12 contains 3447 members 
Mstep: Class 13 contains 14437 members 
Mstep: Class 14 contains 30387 members 
Mstep: Class 15 contains 6314 members 
Mstep: Class 16 contains 69893 members 
Mstep: Class 17 contains 5845 members 
Mstep: Class 18 contains 7206 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 20 contains 2853 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814984.000000 Penalty: 42822.269531
Iteration 338Q: 22 clusters Score -2.481498e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 23813 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 16370 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31333 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 14422 members 
Mstep: Class 14 contains 30388 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 16 contains 69892 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 4231 members 
Mstep: Class 20 contains 2857 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814992.000000 Penalty: 42822.269531
Iteration 339Q: 22 clusters Score -2.481499e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23806 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8199 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 16372 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 3456 members 
Mstep: Class 13 contains 14413 members 
Mstep: Class 14 contains 30377 members 
Mstep: Class 15 contains 6333 members 
Mstep: Class 16 contains 69895 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 4235 members 
Mstep: Class 20 contains 2859 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815010.000000 Penalty: 42822.269531
Iteration 340F: 22 clusters Score -2.481501e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 23798 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8197 members 
Mstep: Class 7 contains 10611 members 
Mstep: Class 8 contains 16375 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31332 members 
Mstep: Class 12 contains 3458 members 
Mstep: Class 13 contains 14406 members 
Mstep: Class 14 contains 30377 members 
Mstep: Class 15 contains 6341 members 
Mstep: Class 16 contains 69895 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7212 members 
Mstep: Class 19 contains 4239 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815040.000000 Penalty: 42822.269531
Iteration 341Q: 22 clusters Score -2.481504e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 23790 members 
Mstep: Class 3 contains 4326 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8196 members 
Mstep: Class 7 contains 10610 members 
Mstep: Class 8 contains 16378 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31330 members 
Mstep: Class 12 contains 3460 members 
Mstep: Class 13 contains 14399 members 
Mstep: Class 14 contains 30374 members 
Mstep: Class 15 contains 6349 members 
Mstep: Class 16 contains 69902 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 4238 members 
Mstep: Class 20 contains 2863 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815030.000000 Penalty: 42822.269531
Iteration 342Q: 22 clusters Score -2.481503e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 23771 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8200 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31326 members 
Mstep: Class 12 contains 3461 members 
Mstep: Class 13 contains 14395 members 
Mstep: Class 14 contains 30370 members 
Mstep: Class 15 contains 6359 members 
Mstep: Class 16 contains 69912 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 4239 members 
Mstep: Class 20 contains 2864 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815004.000000 Penalty: 42822.269531
Iteration 343Q: 22 clusters Score -2.4815e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 23751 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8209 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31324 members 
Mstep: Class 12 contains 3463 members 
Mstep: Class 13 contains 14391 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6367 members 
Mstep: Class 16 contains 69918 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 2865 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815002.000000 Penalty: 42822.269531
Iteration 344Q: 22 clusters Score -2.4815e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 23741 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8211 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31321 members 
Mstep: Class 12 contains 3465 members 
Mstep: Class 13 contains 14382 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6376 members 
Mstep: Class 16 contains 69922 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 4239 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815056.000000 Penalty: 42822.269531
Iteration 345Q: 22 clusters Score -2.481506e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 23719 members 
Mstep: Class 3 contains 4325 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16385 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31320 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6388 members 
Mstep: Class 16 contains 69920 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7207 members 
Mstep: Class 19 contains 4240 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815054.000000 Penalty: 42822.269531
Iteration 346Q: 22 clusters Score -2.481505e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 23700 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16386 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31317 members 
Mstep: Class 12 contains 3466 members 
Mstep: Class 13 contains 14381 members 
Mstep: Class 14 contains 30365 members 
Mstep: Class 15 contains 6396 members 
Mstep: Class 16 contains 69920 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 4241 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815022.000000 Penalty: 42822.269531
Iteration 347Q: 22 clusters Score -2.481502e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 23695 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31311 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 30368 members 
Mstep: Class 15 contains 6405 members 
Mstep: Class 16 contains 69923 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7210 members 
Mstep: Class 19 contains 4242 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815028.000000 Penalty: 42822.269531
Iteration 348Q: 22 clusters Score -2.481503e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 23687 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8211 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 30365 members 
Mstep: Class 15 contains 6413 members 
Mstep: Class 16 contains 69925 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815056.000000 Penalty: 42822.269531
Iteration 349Q: 22 clusters Score -2.481506e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 23672 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8211 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31302 members 
Mstep: Class 12 contains 3467 members 
Mstep: Class 13 contains 14373 members 
Mstep: Class 14 contains 30361 members 
Mstep: Class 15 contains 6424 members 
Mstep: Class 16 contains 69926 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7208 members 
Mstep: Class 19 contains 4245 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815046.000000 Penalty: 42822.269531
Iteration 350Q: 22 clusters Score -2.481505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 23665 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8213 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31300 members 
Mstep: Class 12 contains 3468 members 
Mstep: Class 13 contains 14371 members 
Mstep: Class 14 contains 30358 members 
Mstep: Class 15 contains 6432 members 
Mstep: Class 16 contains 69932 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 4245 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815032.000000 Penalty: 42822.269531
Iteration 351Q: 22 clusters Score -2.481503e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 23659 members 
Mstep: Class 3 contains 4323 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31297 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 14363 members 
Mstep: Class 14 contains 30355 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 69937 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7212 members 
Mstep: Class 19 contains 4245 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815034.000000 Penalty: 42822.269531
Iteration 352Q: 22 clusters Score -2.481503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 23656 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8225 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16389 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31295 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 14359 members 
Mstep: Class 14 contains 30352 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 69941 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7216 members 
Mstep: Class 19 contains 4242 members 
Mstep: Class 20 contains 2866 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815012.000000 Penalty: 42822.269531
Iteration 353Q: 22 clusters Score -2.481501e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23651 members 
Mstep: Class 3 contains 4322 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8228 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16388 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31294 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 30352 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 69941 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7218 members 
Mstep: Class 19 contains 4243 members 
Mstep: Class 20 contains 2867 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815032.000000 Penalty: 42822.269531
Iteration 354Q: 22 clusters Score -2.481503e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 23656 members 
Mstep: Class 3 contains 4320 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8227 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16387 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31289 members 
Mstep: Class 12 contains 3469 members 
Mstep: Class 13 contains 14353 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 69941 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7222 members 
Mstep: Class 19 contains 4246 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815032.000000 Penalty: 42822.269531
Iteration 355Q: 22 clusters Score -2.481503e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23657 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8224 members 
Mstep: Class 7 contains 10608 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31283 members 
Mstep: Class 12 contains 3471 members 
Mstep: Class 13 contains 14348 members 
Mstep: Class 14 contains 30348 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 69941 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 4249 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815060.000000 Penalty: 42822.269531
Iteration 356Q: 22 clusters Score -2.481506e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 23661 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 16391 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31277 members 
Mstep: Class 12 contains 3474 members 
Mstep: Class 13 contains 14340 members 
Mstep: Class 14 contains 30350 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69944 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7235 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 2869 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815046.000000 Penalty: 42822.269531
Iteration 357Q: 22 clusters Score -2.481505e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 23659 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 16390 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31276 members 
Mstep: Class 12 contains 3473 members 
Mstep: Class 13 contains 14335 members 
Mstep: Class 14 contains 30348 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 69951 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 2872 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815094.000000 Penalty: 42822.269531
Iteration 358Q: 22 clusters Score -2.481509e+07 nChanged 66
Entering ConstructFrom: 
Score: -24815094.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (21736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Entering Unmasked Estep 
Score: -1962335.625000 Penalty: 1622.842773
	Iteration 0F: 2 clusters Score -1962336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1947563.625000 Penalty: 3245.685547
	Iteration 0F: 3 clusters Score -1947564 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1953115.250000 Penalty: 3245.685547
	Iteration 1F: 3 clusters Score -1953115 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1953745.750000 Penalty: 3245.685547
	Iteration 2F: 3 clusters Score -1953746 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1954574.375000 Penalty: 3245.685547
	Iteration 3F: 3 clusters Score -1954574 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1955662.750000 Penalty: 3245.685547
	Iteration 4F: 3 clusters Score -1955663 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -1957046.000000 Penalty: 3245.685547
	Iteration 5F: 3 clusters Score -1957046 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -1958473.000000 Penalty: 3245.685547
	Iteration 6F: 3 clusters Score -1958473 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -1959655.250000 Penalty: 3245.685547
	Iteration 7F: 3 clusters Score -1959655 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -1960433.375000 Penalty: 3245.685547
	Iteration 8Q: 3 clusters Score -1960433 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -1960819.375000 Penalty: 3245.685547
	Iteration 9Q: 3 clusters Score -1960819 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -1961023.375000 Penalty: 3245.685547
	Iteration 10Q: 3 clusters Score -1961023 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -1961125.500000 Penalty: 3245.685547
	Iteration 11Q: 3 clusters Score -1961126 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -1961181.250000 Penalty: 3245.685547
	Iteration 12Q: 3 clusters Score -1961181 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1961218.750000 Penalty: 3245.685547
	Iteration 13Q: 3 clusters Score -1961219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1961232.875000 Penalty: 3245.685547
	Iteration 14Q: 3 clusters Score -1961233 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1961242.250000 Penalty: 3245.685547
	Iteration 15Q: 3 clusters Score -1961242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -1961250.625000 Penalty: 3245.685547
	Iteration 16Q: 3 clusters Score -1961251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -1961260.000000 Penalty: 3245.685547
	Iteration 17Q: 3 clusters Score -1961260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -1961265.500000 Penalty: 3245.685547
	Iteration 18Q: 3 clusters Score -1961266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -1961267.875000 Penalty: 3245.685547
	Iteration 19Q: 3 clusters Score -1961268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -1961271.375000 Penalty: 3245.685547
	Iteration 20F: 3 clusters Score -1961271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -1961271.125000 Penalty: 3245.685547
	Iteration 21Q: 3 clusters Score -1961271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -1961273.125000 Penalty: 3245.685547
	Iteration 22Q: 3 clusters Score -1961273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -1961272.250000 Penalty: 3245.685547
	Iteration 23Q: 3 clusters Score -1961272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -1961273.750000 Penalty: 3245.685547
	Iteration 24Q: 3 clusters Score -1961274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1961275.000000 Penalty: 3245.685547
	Iteration 25Q: 3 clusters Score -1961275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1961276.375000 Penalty: 3245.685547
	Iteration 26Q: 3 clusters Score -1961276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1961276.750000 Penalty: 3245.685547
	Iteration 27Q: 3 clusters Score -1961277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -1961277.250000 Penalty: 3245.685547
	Iteration 28Q: 3 clusters Score -1961277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1961277.500000 Penalty: 3245.685547
	Iteration 29Q: 3 clusters Score -1961278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1961275.875000 Penalty: 3245.685547
	Iteration 30Q: 3 clusters Score -1961276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -1961275.875000 Penalty: 3245.685547
	Iteration 31F: 3 clusters Score -1961276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Entering Unmasked Estep 
Score: -2184965.250000 Penalty: 1636.611694
	Iteration 0F: 2 clusters Score -2184965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2168909.750000 Penalty: 3273.223389
	Iteration 0F: 3 clusters Score -2168910 nChanged 10716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2174977.000000 Penalty: 3273.223389
	Iteration 1F: 3 clusters Score -2174977 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2175377.750000 Penalty: 3273.223389
	Iteration 2Q: 3 clusters Score -2175378 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -2175756.000000 Penalty: 3273.223389
	Iteration 3Q: 3 clusters Score -2175756 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2176075.000000 Penalty: 3273.223389
	Iteration 4Q: 3 clusters Score -2176075 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2176385.000000 Penalty: 3273.223389
	Iteration 5Q: 3 clusters Score -2176385 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2176680.500000 Penalty: 3273.223389
	Iteration 6Q: 3 clusters Score -2176680 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2177026.750000 Penalty: 3273.223389
	Iteration 7Q: 3 clusters Score -2177027 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2177480.250000 Penalty: 3273.223389
	Iteration 8Q: 3 clusters Score -2177480 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2178009.500000 Penalty: 3273.223389
	Iteration 9Q: 3 clusters Score -2178010 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2178644.750000 Penalty: 3273.223389
	Iteration 10Q: 3 clusters Score -2178645 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -2179296.000000 Penalty: 3273.223389
	Iteration 11Q: 3 clusters Score -2179296 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2179928.000000 Penalty: 3273.223389
	Iteration 12Q: 3 clusters Score -2179928 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2180484.000000 Penalty: 3273.223389
	Iteration 13Q: 3 clusters Score -2180484 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2180959.250000 Penalty: 3273.223389
	Iteration 14Q: 3 clusters Score -2180959 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -2181380.000000 Penalty: 3273.223389
	Iteration 15Q: 3 clusters Score -2181380 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2181787.000000 Penalty: 3273.223389
	Iteration 16Q: 3 clusters Score -2181787 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2182139.000000 Penalty: 3273.223389
	Iteration 17Q: 3 clusters Score -2182139 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2182501.000000 Penalty: 3273.223389
	Iteration 18Q: 3 clusters Score -2182501 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -2182849.500000 Penalty: 3273.223389
	Iteration 19Q: 3 clusters Score -2182850 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -2183247.500000 Penalty: 3273.223389
	Iteration 20F: 3 clusters Score -2183248 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2183582.000000 Penalty: 3273.223389
	Iteration 21Q: 3 clusters Score -2183582 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2183838.000000 Penalty: 3273.223389
	Iteration 22Q: 3 clusters Score -2183838 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2184007.500000 Penalty: 3273.223389
	Iteration 23Q: 3 clusters Score -2184008 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -2184097.250000 Penalty: 3273.223389
	Iteration 24Q: 3 clusters Score -2184097 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -2184170.750000 Penalty: 3273.223389
	Iteration 25Q: 3 clusters Score -2184171 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -2184222.500000 Penalty: 3273.223389
	Iteration 26Q: 3 clusters Score -2184222 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2184263.500000 Penalty: 3273.223389
	Iteration 27Q: 3 clusters Score -2184264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2184284.000000 Penalty: 3273.223389
	Iteration 28Q: 3 clusters Score -2184284 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -2184298.750000 Penalty: 3273.223389
	Iteration 29Q: 3 clusters Score -2184299 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2184314.000000 Penalty: 3273.223389
	Iteration 30Q: 3 clusters Score -2184314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -2184322.750000 Penalty: 3273.223389
	Iteration 31Q: 3 clusters Score -2184323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -2184326.500000 Penalty: 3273.223389
	Iteration 32Q: 3 clusters Score -2184326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2184332.500000 Penalty: 3273.223389
	Iteration 33Q: 3 clusters Score -2184332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -2184340.500000 Penalty: 3273.223389
	Iteration 34Q: 3 clusters Score -2184340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -2184341.250000 Penalty: 3273.223389
	Iteration 35Q: 3 clusters Score -2184341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2184346.500000 Penalty: 3273.223389
	Iteration 36Q: 3 clusters Score -2184346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -2184352.250000 Penalty: 3273.223389
	Iteration 37Q: 3 clusters Score -2184352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2184352.750000 Penalty: 3273.223389
	Iteration 38Q: 3 clusters Score -2184353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2184358.250000 Penalty: 3273.223389
	Iteration 39Q: 3 clusters Score -2184358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2184366.500000 Penalty: 3273.223389
	Iteration 40F: 3 clusters Score -2184366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2184370.000000 Penalty: 3273.223389
	Iteration 41Q: 3 clusters Score -2184370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2184373.500000 Penalty: 3273.223389
	Iteration 42Q: 3 clusters Score -2184374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2184377.250000 Penalty: 3273.223389
	Iteration 43Q: 3 clusters Score -2184377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2184386.750000 Penalty: 3273.223389
	Iteration 44Q: 3 clusters Score -2184387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2184391.500000 Penalty: 3273.223389
	Iteration 45Q: 3 clusters Score -2184392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2184401.250000 Penalty: 3273.223389
	Iteration 46Q: 3 clusters Score -2184401 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2184411.250000 Penalty: 3273.223389
	Iteration 47Q: 3 clusters Score -2184411 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -2184418.000000 Penalty: 3273.223389
	Iteration 48Q: 3 clusters Score -2184418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2184424.000000 Penalty: 3273.223389
	Iteration 49Q: 3 clusters Score -2184424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2184430.250000 Penalty: 3273.223389
	Iteration 50Q: 3 clusters Score -2184430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -2184434.000000 Penalty: 3273.223389
	Iteration 51Q: 3 clusters Score -2184434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -2184439.500000 Penalty: 3273.223389
	Iteration 52Q: 3 clusters Score -2184440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -2184441.250000 Penalty: 3273.223389
	Iteration 53Q: 3 clusters Score -2184441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -2184445.250000 Penalty: 3273.223389
	Iteration 54Q: 3 clusters Score -2184445 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2184452.000000 Penalty: 3273.223389
	Iteration 55Q: 3 clusters Score -2184452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2184455.750000 Penalty: 3273.223389
	Iteration 56Q: 3 clusters Score -2184456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -2184462.750000 Penalty: 3273.223389
	Iteration 57Q: 3 clusters Score -2184463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2184459.750000 Penalty: 3273.223389
	Iteration 58Q: 3 clusters Score -2184460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2184462.000000 Penalty: 3273.223389
	Iteration 59Q: 3 clusters Score -2184462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2184468.250000 Penalty: 3273.223389
	Iteration 60F: 3 clusters Score -2184468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2184468.500000 Penalty: 3273.223389
	Iteration 61Q: 3 clusters Score -2184468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -2184472.250000 Penalty: 3273.223389
	Iteration 62Q: 3 clusters Score -2184472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -2184471.250000 Penalty: 3273.223389
	Iteration 63Q: 3 clusters Score -2184471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -2184472.500000 Penalty: 3273.223389
	Iteration 64Q: 3 clusters Score -2184472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2184472.000000 Penalty: 3273.223389
	Iteration 65Q: 3 clusters Score -2184472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2184469.250000 Penalty: 3273.223389
	Iteration 66Q: 3 clusters Score -2184469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2184470.750000 Penalty: 3273.223389
	Iteration 67Q: 3 clusters Score -2184471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2184470.750000 Penalty: 3273.223389
	Iteration 68F: 3 clusters Score -2184471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -346893.531250 Penalty: 1360.176270
	Iteration 0F: 2 clusters Score -346893.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -343425.562500 Penalty: 2720.352539
	Iteration 0F: 3 clusters Score -343425.6 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -344527.593750 Penalty: 2720.352539
	Iteration 1F: 3 clusters Score -344527.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -344804.218750 Penalty: 2720.352539
	Iteration 2F: 3 clusters Score -344804.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -344957.718750 Penalty: 2720.352539
	Iteration 3F: 3 clusters Score -344957.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -345077.000000 Penalty: 2720.352539
	Iteration 4Q: 3 clusters Score -345077 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -345182.562500 Penalty: 2720.352539
	Iteration 5Q: 3 clusters Score -345182.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -345288.593750 Penalty: 2720.352539
	Iteration 6Q: 3 clusters Score -345288.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -345373.312500 Penalty: 2720.352539
	Iteration 7Q: 3 clusters Score -345373.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -345432.000000 Penalty: 2720.352539
	Iteration 8Q: 3 clusters Score -345432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -345483.562500 Penalty: 2720.352539
	Iteration 9Q: 3 clusters Score -345483.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -345521.125000 Penalty: 2720.352539
	Iteration 10Q: 3 clusters Score -345521.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -345562.156250 Penalty: 2720.352539
	Iteration 11Q: 3 clusters Score -345562.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -345602.062500 Penalty: 2720.352539
	Iteration 12Q: 3 clusters Score -345602.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -345643.625000 Penalty: 2720.352539
	Iteration 13Q: 3 clusters Score -345643.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -345681.500000 Penalty: 2720.352539
	Iteration 14Q: 3 clusters Score -345681.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -345718.625000 Penalty: 2720.352539
	Iteration 15Q: 3 clusters Score -345718.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -345754.718750 Penalty: 2720.352539
	Iteration 16Q: 3 clusters Score -345754.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -345791.375000 Penalty: 2720.352539
	Iteration 17Q: 3 clusters Score -345791.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -345828.937500 Penalty: 2720.352539
	Iteration 18Q: 3 clusters Score -345828.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -345872.593750 Penalty: 2720.352539
	Iteration 19Q: 3 clusters Score -345872.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -345920.468750 Penalty: 2720.352539
	Iteration 20F: 3 clusters Score -345920.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -345978.968750 Penalty: 2720.352539
	Iteration 21Q: 3 clusters Score -345979 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -346031.250000 Penalty: 2720.352539
	Iteration 22Q: 3 clusters Score -346031.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -346063.750000 Penalty: 2720.352539
	Iteration 23Q: 3 clusters Score -346063.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -346088.875000 Penalty: 2720.352539
	Iteration 24Q: 3 clusters Score -346088.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -346117.468750 Penalty: 2720.352539
	Iteration 25Q: 3 clusters Score -346117.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -346144.750000 Penalty: 2720.352539
	Iteration 26Q: 3 clusters Score -346144.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -346168.687500 Penalty: 2720.352539
	Iteration 27Q: 3 clusters Score -346168.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -346187.968750 Penalty: 2720.352539
	Iteration 28Q: 3 clusters Score -346188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -346212.375000 Penalty: 2720.352539
	Iteration 29Q: 3 clusters Score -346212.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -346231.343750 Penalty: 2720.352539
	Iteration 30Q: 3 clusters Score -346231.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -346247.062500 Penalty: 2720.352539
	Iteration 31Q: 3 clusters Score -346247.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -346262.562500 Penalty: 2720.352539
	Iteration 32Q: 3 clusters Score -346262.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -346272.593750 Penalty: 2720.352539
	Iteration 33Q: 3 clusters Score -346272.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -346284.843750 Penalty: 2720.352539
	Iteration 34Q: 3 clusters Score -346284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -346292.187500 Penalty: 2720.352539
	Iteration 35Q: 3 clusters Score -346292.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -346297.000000 Penalty: 2720.352539
	Iteration 36Q: 3 clusters Score -346297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -346298.718750 Penalty: 2720.352539
	Iteration 37Q: 3 clusters Score -346298.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346299.843750 Penalty: 2720.352539
	Iteration 38Q: 3 clusters Score -346299.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346300.718750 Penalty: 2720.352539
	Iteration 39Q: 3 clusters Score -346300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -346303.937500 Penalty: 2720.352539
	Iteration 40F: 3 clusters Score -346303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346306.062500 Penalty: 2720.352539
	Iteration 41Q: 3 clusters Score -346306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -346308.093750 Penalty: 2720.352539
	Iteration 42Q: 3 clusters Score -346308.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -346308.218750 Penalty: 2720.352539
	Iteration 43Q: 3 clusters Score -346308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -346309.000000 Penalty: 2720.352539
	Iteration 44Q: 3 clusters Score -346309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -346309.843750 Penalty: 2720.352539
	Iteration 45Q: 3 clusters Score -346309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -346310.656250 Penalty: 2720.352539
	Iteration 46Q: 3 clusters Score -346310.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -346314.156250 Penalty: 2720.352539
	Iteration 47Q: 3 clusters Score -346314.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -346319.062500 Penalty: 2720.352539
	Iteration 48Q: 3 clusters Score -346319.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -346322.406250 Penalty: 2720.352539
	Iteration 49Q: 3 clusters Score -346322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -346326.062500 Penalty: 2720.352539
	Iteration 50Q: 3 clusters Score -346326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -346328.906250 Penalty: 2720.352539
	Iteration 51Q: 3 clusters Score -346328.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -346329.968750 Penalty: 2720.352539
	Iteration 52Q: 3 clusters Score -346330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -346332.375000 Penalty: 2720.352539
	Iteration 53Q: 3 clusters Score -346332.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -346332.343750 Penalty: 2720.352539
	Iteration 54Q: 3 clusters Score -346332.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -346332.843750 Penalty: 2720.352539
	Iteration 55Q: 3 clusters Score -346332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -346334.406250 Penalty: 2720.352539
	Iteration 56Q: 3 clusters Score -346334.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -346334.343750 Penalty: 2720.352539
	Iteration 57Q: 3 clusters Score -346334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -346335.187500 Penalty: 2720.352539
	Iteration 58Q: 3 clusters Score -346335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -346335.187500 Penalty: 2720.352539
	Iteration 59F: 3 clusters Score -346335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Entering Unmasked Estep 
Score: -444399.937500 Penalty: 1380.528564
	Iteration 0F: 2 clusters Score -444399.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -440440.781250 Penalty: 2761.057129
	Iteration 0F: 3 clusters Score -440440.8 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -441524.781250 Penalty: 2761.057129
	Iteration 1F: 3 clusters Score -441524.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -441695.562500 Penalty: 2761.057129
	Iteration 2F: 3 clusters Score -441695.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -441836.375000 Penalty: 2761.057129
	Iteration 3F: 3 clusters Score -441836.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -441970.000000 Penalty: 2761.057129
	Iteration 4Q: 3 clusters Score -441970 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -442094.875000 Penalty: 2761.057129
	Iteration 5Q: 3 clusters Score -442094.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -442208.375000 Penalty: 2761.057129
	Iteration 6Q: 3 clusters Score -442208.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -442311.562500 Penalty: 2761.057129
	Iteration 7Q: 3 clusters Score -442311.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -442417.343750 Penalty: 2761.057129
	Iteration 8Q: 3 clusters Score -442417.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -442548.937500 Penalty: 2761.057129
	Iteration 9Q: 3 clusters Score -442548.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -442682.125000 Penalty: 2761.057129
	Iteration 10Q: 3 clusters Score -442682.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -442809.250000 Penalty: 2761.057129
	Iteration 11Q: 3 clusters Score -442809.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -442935.562500 Penalty: 2761.057129
	Iteration 12Q: 3 clusters Score -442935.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -443027.125000 Penalty: 2761.057129
	Iteration 13Q: 3 clusters Score -443027.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -443095.437500 Penalty: 2761.057129
	Iteration 14Q: 3 clusters Score -443095.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -443136.281250 Penalty: 2761.057129
	Iteration 15Q: 3 clusters Score -443136.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -443165.875000 Penalty: 2761.057129
	Iteration 16Q: 3 clusters Score -443165.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -443185.406250 Penalty: 2761.057129
	Iteration 17Q: 3 clusters Score -443185.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -443201.406250 Penalty: 2761.057129
	Iteration 18Q: 3 clusters Score -443201.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -443220.343750 Penalty: 2761.057129
	Iteration 19Q: 3 clusters Score -443220.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -443228.406250 Penalty: 2761.057129
	Iteration 20F: 3 clusters Score -443228.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -443231.250000 Penalty: 2761.057129
	Iteration 21Q: 3 clusters Score -443231.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -443239.937500 Penalty: 2761.057129
	Iteration 22Q: 3 clusters Score -443239.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -443246.968750 Penalty: 2761.057129
	Iteration 23Q: 3 clusters Score -443247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -443256.593750 Penalty: 2761.057129
	Iteration 24Q: 3 clusters Score -443256.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -443262.281250 Penalty: 2761.057129
	Iteration 25Q: 3 clusters Score -443262.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -443266.906250 Penalty: 2761.057129
	Iteration 26Q: 3 clusters Score -443266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -443270.125000 Penalty: 2761.057129
	Iteration 27Q: 3 clusters Score -443270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -443274.875000 Penalty: 2761.057129
	Iteration 28Q: 3 clusters Score -443274.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -443280.187500 Penalty: 2761.057129
	Iteration 29Q: 3 clusters Score -443280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -443283.218750 Penalty: 2761.057129
	Iteration 30Q: 3 clusters Score -443283.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -443286.968750 Penalty: 2761.057129
	Iteration 31Q: 3 clusters Score -443287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -443291.156250 Penalty: 2761.057129
	Iteration 32Q: 3 clusters Score -443291.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -443294.062500 Penalty: 2761.057129
	Iteration 33Q: 3 clusters Score -443294.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -443297.250000 Penalty: 2761.057129
	Iteration 34Q: 3 clusters Score -443297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -443300.000000 Penalty: 2761.057129
	Iteration 35Q: 3 clusters Score -443300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -443301.968750 Penalty: 2761.057129
	Iteration 36Q: 3 clusters Score -443302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -443307.968750 Penalty: 2761.057129
	Iteration 37Q: 3 clusters Score -443308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -443313.937500 Penalty: 2761.057129
	Iteration 38Q: 3 clusters Score -443313.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -443319.156250 Penalty: 2761.057129
	Iteration 39Q: 3 clusters Score -443319.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -443324.187500 Penalty: 2761.057129
	Iteration 40F: 3 clusters Score -443324.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -443330.156250 Penalty: 2761.057129
	Iteration 41Q: 3 clusters Score -443330.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -443335.750000 Penalty: 2761.057129
	Iteration 42Q: 3 clusters Score -443335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -443339.562500 Penalty: 2761.057129
	Iteration 43Q: 3 clusters Score -443339.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -443352.000000 Penalty: 2761.057129
	Iteration 44Q: 3 clusters Score -443352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -443371.687500 Penalty: 2761.057129
	Iteration 45Q: 3 clusters Score -443371.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -443387.656250 Penalty: 2761.057129
	Iteration 46Q: 3 clusters Score -443387.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -443398.500000 Penalty: 2761.057129
	Iteration 47Q: 3 clusters Score -443398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -443407.031250 Penalty: 2761.057129
	Iteration 48Q: 3 clusters Score -443407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -443416.125000 Penalty: 2761.057129
	Iteration 49Q: 3 clusters Score -443416.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -443431.750000 Penalty: 2761.057129
	Iteration 50Q: 3 clusters Score -443431.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -443441.062500 Penalty: 2761.057129
	Iteration 51Q: 3 clusters Score -443441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -443446.218750 Penalty: 2761.057129
	Iteration 52Q: 3 clusters Score -443446.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -443450.281250 Penalty: 2761.057129
	Iteration 53Q: 3 clusters Score -443450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -443455.406250 Penalty: 2761.057129
	Iteration 54Q: 3 clusters Score -443455.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -443457.250000 Penalty: 2761.057129
	Iteration 55Q: 3 clusters Score -443457.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -443461.875000 Penalty: 2761.057129
	Iteration 56Q: 3 clusters Score -443461.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -443462.562500 Penalty: 2761.057129
	Iteration 57Q: 3 clusters Score -443462.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -443465.250000 Penalty: 2761.057129
	Iteration 58Q: 3 clusters Score -443465.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -443467.968750 Penalty: 2761.057129
	Iteration 59Q: 3 clusters Score -443468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -443472.187500 Penalty: 2761.057129
	Iteration 60F: 3 clusters Score -443472.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -443472.281250 Penalty: 2761.057129
	Iteration 61Q: 3 clusters Score -443472.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -443473.531250 Penalty: 2761.057129
	Iteration 62Q: 3 clusters Score -443473.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -443475.000000 Penalty: 2761.057129
	Iteration 63Q: 3 clusters Score -443475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -443474.500000 Penalty: 2761.057129
	Iteration 64Q: 3 clusters Score -443474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -443473.593750 Penalty: 2761.057129
	Iteration 65Q: 3 clusters Score -443473.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -443475.218750 Penalty: 2761.057129
	Iteration 66Q: 3 clusters Score -443475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -443477.125000 Penalty: 2761.057129
	Iteration 67Q: 3 clusters Score -443477.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -443476.843750 Penalty: 2761.057129
	Iteration 68Q: 3 clusters Score -443476.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -443477.250000 Penalty: 2761.057129
	Iteration 69Q: 3 clusters Score -443477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -443478.187500 Penalty: 2761.057129
	Iteration 70Q: 3 clusters Score -443478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -443478.187500 Penalty: 2761.057129
	Iteration 71F: 3 clusters Score -443478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -102586.710938 Penalty: 1169.461548
	Iteration 0F: 2 clusters Score -102586.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -100965.382812 Penalty: 2338.923096
	Iteration 0F: 3 clusters Score -100965.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -101332.320312 Penalty: 2338.923096
	Iteration 1F: 3 clusters Score -101332.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -101436.414062 Penalty: 2338.923096
	Iteration 2F: 3 clusters Score -101436.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -101509.656250 Penalty: 2338.923096
	Iteration 3F: 3 clusters Score -101509.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -101577.382812 Penalty: 2338.923096
	Iteration 4Q: 3 clusters Score -101577.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -101636.367188 Penalty: 2338.923096
	Iteration 5Q: 3 clusters Score -101636.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -101701.656250 Penalty: 2338.923096
	Iteration 6Q: 3 clusters Score -101701.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -101762.789062 Penalty: 2338.923096
	Iteration 7Q: 3 clusters Score -101762.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -101835.234375 Penalty: 2338.923096
	Iteration 8Q: 3 clusters Score -101835.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -101896.250000 Penalty: 2338.923096
	Iteration 9Q: 3 clusters Score -101896.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -101962.898438 Penalty: 2338.923096
	Iteration 10Q: 3 clusters Score -101962.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -102014.687500 Penalty: 2338.923096
	Iteration 11Q: 3 clusters Score -102014.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -102062.101562 Penalty: 2338.923096
	Iteration 12Q: 3 clusters Score -102062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -102080.656250 Penalty: 2338.923096
	Iteration 13Q: 3 clusters Score -102080.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -102089.101562 Penalty: 2338.923096
	Iteration 14Q: 3 clusters Score -102089.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -102097.351562 Penalty: 2338.923096
	Iteration 15Q: 3 clusters Score -102097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -102100.843750 Penalty: 2338.923096
	Iteration 16Q: 3 clusters Score -102100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -102108.828125 Penalty: 2338.923096
	Iteration 17Q: 3 clusters Score -102108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -102113.632812 Penalty: 2338.923096
	Iteration 18Q: 3 clusters Score -102113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102115.390625 Penalty: 2338.923096
	Iteration 19Q: 3 clusters Score -102115.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -102120.234375 Penalty: 2338.923096
	Iteration 20F: 3 clusters Score -102120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -102122.031250 Penalty: 2338.923096
	Iteration 21Q: 3 clusters Score -102122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -102122.726562 Penalty: 2338.923096
	Iteration 22Q: 3 clusters Score -102122.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -102122.726562 Penalty: 2338.923096
	Iteration 23F: 3 clusters Score -102122.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Entering Unmasked Estep 
Score: -728464.625000 Penalty: 1464.768677
	Iteration 0F: 2 clusters Score -728464.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -722399.312500 Penalty: 2929.537354
	Iteration 0F: 3 clusters Score -722399.3 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -724323.875000 Penalty: 2929.537354
	Iteration 1F: 3 clusters Score -724323.9 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -724569.437500 Penalty: 2929.537354
	Iteration 2F: 3 clusters Score -724569.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -724848.250000 Penalty: 2929.537354
	Iteration 3F: 3 clusters Score -724848.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -725187.812500 Penalty: 2929.537354
	Iteration 4F: 3 clusters Score -725187.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -725651.625000 Penalty: 2929.537354
	Iteration 5F: 3 clusters Score -725651.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -726145.687500 Penalty: 2929.537354
	Iteration 6F: 3 clusters Score -726145.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -726680.625000 Penalty: 2929.537354
	Iteration 7F: 3 clusters Score -726680.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -727194.125000 Penalty: 2929.537354
	Iteration 8F: 3 clusters Score -727194.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -727610.125000 Penalty: 2929.537354
	Iteration 9F: 3 clusters Score -727610.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -727888.375000 Penalty: 2929.537354
	Iteration 10Q: 3 clusters Score -727888.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -728092.562500 Penalty: 2929.537354
	Iteration 11Q: 3 clusters Score -728092.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -728268.812500 Penalty: 2929.537354
	Iteration 12Q: 3 clusters Score -728268.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -728401.750000 Penalty: 2929.537354
	Iteration 13Q: 3 clusters Score -728401.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -728495.312500 Penalty: 2929.537354
	Iteration 14Q: 3 clusters Score -728495.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -728538.375000 Penalty: 2929.537354
	Iteration 15Q: 3 clusters Score -728538.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -728561.437500 Penalty: 2929.537354
	Iteration 16Q: 3 clusters Score -728561.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -728575.187500 Penalty: 2929.537354
	Iteration 17Q: 3 clusters Score -728575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -728584.375000 Penalty: 2929.537354
	Iteration 18Q: 3 clusters Score -728584.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -728585.375000 Penalty: 2929.537354
	Iteration 19Q: 3 clusters Score -728585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -728587.812500 Penalty: 2929.537354
	Iteration 20F: 3 clusters Score -728587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -728585.750000 Penalty: 2929.537354
	Iteration 21Q: 3 clusters Score -728585.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -728586.375000 Penalty: 2929.537354
	Iteration 22Q: 3 clusters Score -728586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -728586.375000 Penalty: 2929.537354
	Iteration 23F: 3 clusters Score -728586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 5850 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 22 contains 2367 members 
Entering Unmasked Estep 
Score: -24814680.000000 Penalty: 44861.425781
Splitting cluster 6 changes total score from -24815094.000000 to -24814680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Entering Unmasked Estep 
Score: -924059.375000 Penalty: 1506.179688
	Iteration 0F: 2 clusters Score -924059.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -916572.875000 Penalty: 3012.359375
	Iteration 0F: 3 clusters Score -916572.9 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -919541.625000 Penalty: 3012.359375
	Iteration 1F: 3 clusters Score -919541.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -920564.625000 Penalty: 3012.359375
	Iteration 2F: 3 clusters Score -920564.6 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -921684.812500 Penalty: 3012.359375
	Iteration 3F: 3 clusters Score -921684.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -922475.937500 Penalty: 3012.359375
	Iteration 4F: 3 clusters Score -922475.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -922925.437500 Penalty: 3012.359375
	Iteration 5F: 3 clusters Score -922925.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -923122.750000 Penalty: 3012.359375
	Iteration 6Q: 3 clusters Score -923122.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -923251.375000 Penalty: 3012.359375
	Iteration 7Q: 3 clusters Score -923251.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -923349.937500 Penalty: 3012.359375
	Iteration 8Q: 3 clusters Score -923349.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -923452.875000 Penalty: 3012.359375
	Iteration 9Q: 3 clusters Score -923452.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -923550.437500 Penalty: 3012.359375
	Iteration 10Q: 3 clusters Score -923550.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -923636.625000 Penalty: 3012.359375
	Iteration 11Q: 3 clusters Score -923636.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -923717.687500 Penalty: 3012.359375
	Iteration 12Q: 3 clusters Score -923717.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -923782.187500 Penalty: 3012.359375
	Iteration 13Q: 3 clusters Score -923782.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -923842.750000 Penalty: 3012.359375
	Iteration 14Q: 3 clusters Score -923842.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -923898.500000 Penalty: 3012.359375
	Iteration 15Q: 3 clusters Score -923898.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -923937.437500 Penalty: 3012.359375
	Iteration 16Q: 3 clusters Score -923937.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -923969.812500 Penalty: 3012.359375
	Iteration 17Q: 3 clusters Score -923969.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -923997.687500 Penalty: 3012.359375
	Iteration 18Q: 3 clusters Score -923997.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -924019.000000 Penalty: 3012.359375
	Iteration 19Q: 3 clusters Score -924019 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -924041.000000 Penalty: 3012.359375
	Iteration 20F: 3 clusters Score -924041 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -924057.687500 Penalty: 3012.359375
	Iteration 21Q: 3 clusters Score -924057.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -924073.875000 Penalty: 3012.359375
	Iteration 22Q: 3 clusters Score -924073.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -924083.875000 Penalty: 3012.359375
	Iteration 23Q: 3 clusters Score -924083.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -924092.562500 Penalty: 3012.359375
	Iteration 24Q: 3 clusters Score -924092.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -924101.062500 Penalty: 3012.359375
	Iteration 25Q: 3 clusters Score -924101.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -924104.687500 Penalty: 3012.359375
	Iteration 26Q: 3 clusters Score -924104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -924106.250000 Penalty: 3012.359375
	Iteration 27Q: 3 clusters Score -924106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -924106.125000 Penalty: 3012.359375
	Iteration 28Q: 3 clusters Score -924106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -924106.687500 Penalty: 3012.359375
	Iteration 29Q: 3 clusters Score -924106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -924109.750000 Penalty: 3012.359375
	Iteration 30Q: 3 clusters Score -924109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -924108.812500 Penalty: 3012.359375
	Iteration 31Q: 3 clusters Score -924108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -924110.937500 Penalty: 3012.359375
	Iteration 32Q: 3 clusters Score -924110.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -924110.000000 Penalty: 3012.359375
	Iteration 33Q: 3 clusters Score -924110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -924111.562500 Penalty: 3012.359375
	Iteration 34Q: 3 clusters Score -924111.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -924110.125000 Penalty: 3012.359375
	Iteration 35Q: 3 clusters Score -924110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -924110.125000 Penalty: 3012.359375
	Iteration 36F: 3 clusters Score -924110.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 740 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 22 contains 9862 members 
Entering Unmasked Estep 
Score: -24814626.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24815094.000000 to -24814626.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Entering Unmasked Estep 
Score: -1486124.625000 Penalty: 1576.989136
	Iteration 0F: 2 clusters Score -1486125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1474801.625000 Penalty: 3153.978271
	Iteration 0F: 3 clusters Score -1474802 nChanged 7295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1478797.250000 Penalty: 3153.978271
	Iteration 1F: 3 clusters Score -1478797 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1479088.625000 Penalty: 3153.978271
	Iteration 2F: 3 clusters Score -1479089 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1479319.875000 Penalty: 3153.978271
	Iteration 3Q: 3 clusters Score -1479320 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1479505.000000 Penalty: 3153.978271
	Iteration 4Q: 3 clusters Score -1479505 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1479656.000000 Penalty: 3153.978271
	Iteration 5Q: 3 clusters Score -1479656 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1479792.125000 Penalty: 3153.978271
	Iteration 6Q: 3 clusters Score -1479792 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1479912.125000 Penalty: 3153.978271
	Iteration 7Q: 3 clusters Score -1479912 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1480016.875000 Penalty: 3153.978271
	Iteration 8Q: 3 clusters Score -1480017 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1480097.500000 Penalty: 3153.978271
	Iteration 9Q: 3 clusters Score -1480098 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1480184.500000 Penalty: 3153.978271
	Iteration 10Q: 3 clusters Score -1480184 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1480257.500000 Penalty: 3153.978271
	Iteration 11Q: 3 clusters Score -1480258 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1480347.125000 Penalty: 3153.978271
	Iteration 12Q: 3 clusters Score -1480347 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1480439.500000 Penalty: 3153.978271
	Iteration 13Q: 3 clusters Score -1480440 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -1480566.625000 Penalty: 3153.978271
	Iteration 14Q: 3 clusters Score -1480567 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1480735.750000 Penalty: 3153.978271
	Iteration 15Q: 3 clusters Score -1480736 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1480964.625000 Penalty: 3153.978271
	Iteration 16Q: 3 clusters Score -1480965 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1481242.375000 Penalty: 3153.978271
	Iteration 17Q: 3 clusters Score -1481242 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1481582.125000 Penalty: 3153.978271
	Iteration 18Q: 3 clusters Score -1481582 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1481999.500000 Penalty: 3153.978271
	Iteration 19Q: 3 clusters Score -1482000 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1482501.750000 Penalty: 3153.978271
	Iteration 20F: 3 clusters Score -1482502 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1482970.000000 Penalty: 3153.978271
	Iteration 21Q: 3 clusters Score -1482970 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1483403.250000 Penalty: 3153.978271
	Iteration 22Q: 3 clusters Score -1483403 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1483833.500000 Penalty: 3153.978271
	Iteration 23Q: 3 clusters Score -1483834 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1484161.750000 Penalty: 3153.978271
	Iteration 24Q: 3 clusters Score -1484162 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -1484384.625000 Penalty: 3153.978271
	Iteration 25Q: 3 clusters Score -1484385 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1484517.125000 Penalty: 3153.978271
	Iteration 26Q: 3 clusters Score -1484517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -1484608.625000 Penalty: 3153.978271
	Iteration 27Q: 3 clusters Score -1484609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1484662.250000 Penalty: 3153.978271
	Iteration 28Q: 3 clusters Score -1484662 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1484716.000000 Penalty: 3153.978271
	Iteration 29Q: 3 clusters Score -1484716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1484737.375000 Penalty: 3153.978271
	Iteration 30Q: 3 clusters Score -1484737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -1484749.125000 Penalty: 3153.978271
	Iteration 31Q: 3 clusters Score -1484749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -1484754.000000 Penalty: 3153.978271
	Iteration 32Q: 3 clusters Score -1484754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1484757.500000 Penalty: 3153.978271
	Iteration 33Q: 3 clusters Score -1484758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1484762.125000 Penalty: 3153.978271
	Iteration 34Q: 3 clusters Score -1484762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1484761.625000 Penalty: 3153.978271
	Iteration 35Q: 3 clusters Score -1484762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1484761.875000 Penalty: 3153.978271
	Iteration 36Q: 3 clusters Score -1484762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1484761.875000 Penalty: 3153.978271
	Iteration 37F: 3 clusters Score -1484762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Entering Unmasked Estep 
Score: -467106.531250 Penalty: 1394.886475
	Iteration 0F: 2 clusters Score -467106.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -462884.812500 Penalty: 2789.772949
	Iteration 0F: 3 clusters Score -462884.8 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -464071.937500 Penalty: 2789.772949
	Iteration 1F: 3 clusters Score -464071.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -464279.281250 Penalty: 2789.772949
	Iteration 2F: 3 clusters Score -464279.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -464438.187500 Penalty: 2789.772949
	Iteration 3F: 3 clusters Score -464438.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -464569.687500 Penalty: 2789.772949
	Iteration 4Q: 3 clusters Score -464569.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -464702.187500 Penalty: 2789.772949
	Iteration 5Q: 3 clusters Score -464702.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -464828.281250 Penalty: 2789.772949
	Iteration 6Q: 3 clusters Score -464828.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -464946.125000 Penalty: 2789.772949
	Iteration 7Q: 3 clusters Score -464946.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -465062.500000 Penalty: 2789.772949
	Iteration 8Q: 3 clusters Score -465062.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -465158.875000 Penalty: 2789.772949
	Iteration 9Q: 3 clusters Score -465158.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -465243.750000 Penalty: 2789.772949
	Iteration 10Q: 3 clusters Score -465243.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -465327.437500 Penalty: 2789.772949
	Iteration 11Q: 3 clusters Score -465327.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -465413.218750 Penalty: 2789.772949
	Iteration 12Q: 3 clusters Score -465413.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -465484.781250 Penalty: 2789.772949
	Iteration 13Q: 3 clusters Score -465484.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -465535.562500 Penalty: 2789.772949
	Iteration 14Q: 3 clusters Score -465535.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -465594.781250 Penalty: 2789.772949
	Iteration 15Q: 3 clusters Score -465594.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -465639.500000 Penalty: 2789.772949
	Iteration 16Q: 3 clusters Score -465639.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -465673.000000 Penalty: 2789.772949
	Iteration 17Q: 3 clusters Score -465673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -465698.625000 Penalty: 2789.772949
	Iteration 18Q: 3 clusters Score -465698.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -465714.000000 Penalty: 2789.772949
	Iteration 19Q: 3 clusters Score -465714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -465730.406250 Penalty: 2789.772949
	Iteration 20F: 3 clusters Score -465730.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -465751.281250 Penalty: 2789.772949
	Iteration 21Q: 3 clusters Score -465751.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -465769.843750 Penalty: 2789.772949
	Iteration 22Q: 3 clusters Score -465769.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -465787.968750 Penalty: 2789.772949
	Iteration 23Q: 3 clusters Score -465788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -465803.875000 Penalty: 2789.772949
	Iteration 24Q: 3 clusters Score -465803.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -465818.281250 Penalty: 2789.772949
	Iteration 25Q: 3 clusters Score -465818.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -465833.250000 Penalty: 2789.772949
	Iteration 26Q: 3 clusters Score -465833.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -465845.656250 Penalty: 2789.772949
	Iteration 27Q: 3 clusters Score -465845.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -465859.218750 Penalty: 2789.772949
	Iteration 28Q: 3 clusters Score -465859.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -465865.500000 Penalty: 2789.772949
	Iteration 29Q: 3 clusters Score -465865.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -465875.062500 Penalty: 2789.772949
	Iteration 30Q: 3 clusters Score -465875.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -465880.468750 Penalty: 2789.772949
	Iteration 31Q: 3 clusters Score -465880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -465886.968750 Penalty: 2789.772949
	Iteration 32Q: 3 clusters Score -465887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -465896.281250 Penalty: 2789.772949
	Iteration 33Q: 3 clusters Score -465896.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -465910.875000 Penalty: 2789.772949
	Iteration 34Q: 3 clusters Score -465910.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -465925.375000 Penalty: 2789.772949
	Iteration 35Q: 3 clusters Score -465925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -465934.187500 Penalty: 2789.772949
	Iteration 36Q: 3 clusters Score -465934.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -465943.937500 Penalty: 2789.772949
	Iteration 37Q: 3 clusters Score -465943.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -465949.062500 Penalty: 2789.772949
	Iteration 38Q: 3 clusters Score -465949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -465951.531250 Penalty: 2789.772949
	Iteration 39Q: 3 clusters Score -465951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -465952.375000 Penalty: 2789.772949
	Iteration 40F: 3 clusters Score -465952.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Entering Unmasked Estep 
Score: -359832.250000 Penalty: 1349.319580
	Iteration 0F: 2 clusters Score -359832.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -356480.625000 Penalty: 2698.639160
	Iteration 0F: 3 clusters Score -356480.6 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -357425.156250 Penalty: 2698.639160
	Iteration 1F: 3 clusters Score -357425.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -357749.062500 Penalty: 2698.639160
	Iteration 2F: 3 clusters Score -357749.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -358003.687500 Penalty: 2698.639160
	Iteration 3F: 3 clusters Score -358003.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -358218.125000 Penalty: 2698.639160
	Iteration 4F: 3 clusters Score -358218.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -358409.906250 Penalty: 2698.639160
	Iteration 5Q: 3 clusters Score -358409.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -358602.937500 Penalty: 2698.639160
	Iteration 6Q: 3 clusters Score -358602.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -358746.906250 Penalty: 2698.639160
	Iteration 7Q: 3 clusters Score -358746.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -358889.031250 Penalty: 2698.639160
	Iteration 8Q: 3 clusters Score -358889 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -359038.156250 Penalty: 2698.639160
	Iteration 9Q: 3 clusters Score -359038.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -359215.250000 Penalty: 2698.639160
	Iteration 10Q: 3 clusters Score -359215.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -359376.562500 Penalty: 2698.639160
	Iteration 11Q: 3 clusters Score -359376.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -359520.812500 Penalty: 2698.639160
	Iteration 12Q: 3 clusters Score -359520.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -359635.562500 Penalty: 2698.639160
	Iteration 13Q: 3 clusters Score -359635.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -359710.968750 Penalty: 2698.639160
	Iteration 14Q: 3 clusters Score -359711 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -359754.687500 Penalty: 2698.639160
	Iteration 15Q: 3 clusters Score -359754.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -359777.625000 Penalty: 2698.639160
	Iteration 16Q: 3 clusters Score -359777.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -359789.312500 Penalty: 2698.639160
	Iteration 17Q: 3 clusters Score -359789.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -359799.250000 Penalty: 2698.639160
	Iteration 18Q: 3 clusters Score -359799.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -359807.937500 Penalty: 2698.639160
	Iteration 19Q: 3 clusters Score -359807.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -359815.906250 Penalty: 2698.639160
	Iteration 20F: 3 clusters Score -359815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -359817.593750 Penalty: 2698.639160
	Iteration 21Q: 3 clusters Score -359817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -359821.687500 Penalty: 2698.639160
	Iteration 22Q: 3 clusters Score -359821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -359822.500000 Penalty: 2698.639160
	Iteration 23Q: 3 clusters Score -359822.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359824.500000 Penalty: 2698.639160
	Iteration 24Q: 3 clusters Score -359824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -359823.656250 Penalty: 2698.639160
	Iteration 25Q: 3 clusters Score -359823.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -359823.875000 Penalty: 2698.639160
	Iteration 26Q: 3 clusters Score -359823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -359824.375000 Penalty: 2698.639160
	Iteration 27Q: 3 clusters Score -359824.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -359824.375000 Penalty: 2698.639160
	Iteration 28F: 3 clusters Score -359824.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Entering Unmasked Estep 
Score: -2909376.000000 Penalty: 1681.963135
	Iteration 0F: 2 clusters Score -2909376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2888284.500000 Penalty: 3363.926270
	Iteration 0F: 3 clusters Score -2888284 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2896470.000000 Penalty: 3363.926270
	Iteration 1F: 3 clusters Score -2896470 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2897031.250000 Penalty: 3363.926270
	Iteration 2Q: 3 clusters Score -2897031 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2897723.000000 Penalty: 3363.926270
	Iteration 3F: 3 clusters Score -2897723 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2898453.750000 Penalty: 3363.926270
	Iteration 4F: 3 clusters Score -2898454 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2899270.000000 Penalty: 3363.926270
	Iteration 5F: 3 clusters Score -2899270 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -2900109.000000 Penalty: 3363.926270
	Iteration 6F: 3 clusters Score -2900109 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -2900907.750000 Penalty: 3363.926270
	Iteration 7F: 3 clusters Score -2900908 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2901625.750000 Penalty: 3363.926270
	Iteration 8Q: 3 clusters Score -2901626 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2902239.250000 Penalty: 3363.926270
	Iteration 9Q: 3 clusters Score -2902239 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2902856.250000 Penalty: 3363.926270
	Iteration 10Q: 3 clusters Score -2902856 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -2903459.750000 Penalty: 3363.926270
	Iteration 11Q: 3 clusters Score -2903460 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2904155.250000 Penalty: 3363.926270
	Iteration 12Q: 3 clusters Score -2904155 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -2904797.500000 Penalty: 3363.926270
	Iteration 13Q: 3 clusters Score -2904798 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2905325.000000 Penalty: 3363.926270
	Iteration 14Q: 3 clusters Score -2905325 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2905709.750000 Penalty: 3363.926270
	Iteration 15Q: 3 clusters Score -2905710 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2906020.000000 Penalty: 3363.926270
	Iteration 16Q: 3 clusters Score -2906020 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -2906311.250000 Penalty: 3363.926270
	Iteration 17Q: 3 clusters Score -2906311 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2906559.000000 Penalty: 3363.926270
	Iteration 18Q: 3 clusters Score -2906559 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2906800.500000 Penalty: 3363.926270
	Iteration 19Q: 3 clusters Score -2906800 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2907061.750000 Penalty: 3363.926270
	Iteration 20F: 3 clusters Score -2907062 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2907272.000000 Penalty: 3363.926270
	Iteration 21Q: 3 clusters Score -2907272 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2907440.750000 Penalty: 3363.926270
	Iteration 22Q: 3 clusters Score -2907441 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2907550.750000 Penalty: 3363.926270
	Iteration 23Q: 3 clusters Score -2907551 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2907623.750000 Penalty: 3363.926270
	Iteration 24Q: 3 clusters Score -2907624 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2907670.000000 Penalty: 3363.926270
	Iteration 25Q: 3 clusters Score -2907670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2907695.250000 Penalty: 3363.926270
	Iteration 26Q: 3 clusters Score -2907695 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2907707.750000 Penalty: 3363.926270
	Iteration 27Q: 3 clusters Score -2907708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2907724.000000 Penalty: 3363.926270
	Iteration 28Q: 3 clusters Score -2907724 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28748 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2907751.000000 Penalty: 3363.926270
	Iteration 29Q: 3 clusters Score -2907751 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -2907768.000000 Penalty: 3363.926270
	Iteration 30Q: 3 clusters Score -2907768 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -2907787.250000 Penalty: 3363.926270
	Iteration 31Q: 3 clusters Score -2907787 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2907799.000000 Penalty: 3363.926270
	Iteration 32Q: 3 clusters Score -2907799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2907822.750000 Penalty: 3363.926270
	Iteration 33Q: 3 clusters Score -2907823 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2907852.000000 Penalty: 3363.926270
	Iteration 34Q: 3 clusters Score -2907852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2907879.000000 Penalty: 3363.926270
	Iteration 35Q: 3 clusters Score -2907879 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2907894.750000 Penalty: 3363.926270
	Iteration 36Q: 3 clusters Score -2907895 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2907917.250000 Penalty: 3363.926270
	Iteration 37Q: 3 clusters Score -2907917 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2907955.750000 Penalty: 3363.926270
	Iteration 38Q: 3 clusters Score -2907956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2907987.000000 Penalty: 3363.926270
	Iteration 39Q: 3 clusters Score -2907987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2908024.000000 Penalty: 3363.926270
	Iteration 40F: 3 clusters Score -2908024 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2908057.250000 Penalty: 3363.926270
	Iteration 41Q: 3 clusters Score -2908057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2908072.750000 Penalty: 3363.926270
	Iteration 42Q: 3 clusters Score -2908073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2908090.750000 Penalty: 3363.926270
	Iteration 43Q: 3 clusters Score -2908091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2908108.000000 Penalty: 3363.926270
	Iteration 44Q: 3 clusters Score -2908108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2908121.500000 Penalty: 3363.926270
	Iteration 45Q: 3 clusters Score -2908122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2908125.000000 Penalty: 3363.926270
	Iteration 46Q: 3 clusters Score -2908125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2908130.250000 Penalty: 3363.926270
	Iteration 47Q: 3 clusters Score -2908130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2908132.250000 Penalty: 3363.926270
	Iteration 48Q: 3 clusters Score -2908132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2908135.000000 Penalty: 3363.926270
	Iteration 49Q: 3 clusters Score -2908135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2908143.500000 Penalty: 3363.926270
	Iteration 50Q: 3 clusters Score -2908144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2908143.500000 Penalty: 3363.926270
	Iteration 51Q: 3 clusters Score -2908144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2908150.250000 Penalty: 3363.926270
	Iteration 52Q: 3 clusters Score -2908150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2908154.750000 Penalty: 3363.926270
	Iteration 53Q: 3 clusters Score -2908155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2908162.250000 Penalty: 3363.926270
	Iteration 54Q: 3 clusters Score -2908162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2908164.250000 Penalty: 3363.926270
	Iteration 55Q: 3 clusters Score -2908164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2908164.750000 Penalty: 3363.926270
	Iteration 56Q: 3 clusters Score -2908165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2908161.750000 Penalty: 3363.926270
	Iteration 57Q: 3 clusters Score -2908162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2908161.750000 Penalty: 3363.926270
	Iteration 58F: 3 clusters Score -2908162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Entering Unmasked Estep 
Score: -306830.062500 Penalty: 1324.966187
	Iteration 0F: 2 clusters Score -306830.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -303793.406250 Penalty: 2649.932373
	Iteration 0F: 3 clusters Score -303793.4 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -304537.531250 Penalty: 2649.932373
	Iteration 1F: 3 clusters Score -304537.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -304720.031250 Penalty: 2649.932373
	Iteration 2F: 3 clusters Score -304720 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -304854.593750 Penalty: 2649.932373
	Iteration 3F: 3 clusters Score -304854.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -304941.000000 Penalty: 2649.932373
	Iteration 4Q: 3 clusters Score -304941 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -305012.093750 Penalty: 2649.932373
	Iteration 5Q: 3 clusters Score -305012.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -305055.312500 Penalty: 2649.932373
	Iteration 6Q: 3 clusters Score -305055.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -305094.781250 Penalty: 2649.932373
	Iteration 7Q: 3 clusters Score -305094.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -305134.812500 Penalty: 2649.932373
	Iteration 8Q: 3 clusters Score -305134.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -305180.343750 Penalty: 2649.932373
	Iteration 9Q: 3 clusters Score -305180.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -305227.250000 Penalty: 2649.932373
	Iteration 10Q: 3 clusters Score -305227.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -305266.437500 Penalty: 2649.932373
	Iteration 11Q: 3 clusters Score -305266.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -305298.562500 Penalty: 2649.932373
	Iteration 12Q: 3 clusters Score -305298.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305330.937500 Penalty: 2649.932373
	Iteration 13Q: 3 clusters Score -305330.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -305356.562500 Penalty: 2649.932373
	Iteration 14Q: 3 clusters Score -305356.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -305385.593750 Penalty: 2649.932373
	Iteration 15Q: 3 clusters Score -305385.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -305424.250000 Penalty: 2649.932373
	Iteration 16Q: 3 clusters Score -305424.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -305463.218750 Penalty: 2649.932373
	Iteration 17Q: 3 clusters Score -305463.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -305504.406250 Penalty: 2649.932373
	Iteration 18Q: 3 clusters Score -305504.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -305551.281250 Penalty: 2649.932373
	Iteration 19Q: 3 clusters Score -305551.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -305618.937500 Penalty: 2649.932373
	Iteration 20F: 3 clusters Score -305618.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -305689.062500 Penalty: 2649.932373
	Iteration 21Q: 3 clusters Score -305689.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -305741.656250 Penalty: 2649.932373
	Iteration 22Q: 3 clusters Score -305741.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -305787.156250 Penalty: 2649.932373
	Iteration 23Q: 3 clusters Score -305787.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305826.093750 Penalty: 2649.932373
	Iteration 24Q: 3 clusters Score -305826.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -305857.343750 Penalty: 2649.932373
	Iteration 25Q: 3 clusters Score -305857.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -305878.406250 Penalty: 2649.932373
	Iteration 26Q: 3 clusters Score -305878.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -305895.218750 Penalty: 2649.932373
	Iteration 27Q: 3 clusters Score -305895.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -305903.812500 Penalty: 2649.932373
	Iteration 28Q: 3 clusters Score -305903.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -305910.531250 Penalty: 2649.932373
	Iteration 29Q: 3 clusters Score -305910.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -305914.875000 Penalty: 2649.932373
	Iteration 30Q: 3 clusters Score -305914.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -305918.906250 Penalty: 2649.932373
	Iteration 31Q: 3 clusters Score -305918.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -305923.062500 Penalty: 2649.932373
	Iteration 32Q: 3 clusters Score -305923.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -305929.468750 Penalty: 2649.932373
	Iteration 33Q: 3 clusters Score -305929.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -305933.812500 Penalty: 2649.932373
	Iteration 34Q: 3 clusters Score -305933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -305936.593750 Penalty: 2649.932373
	Iteration 35Q: 3 clusters Score -305936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -305939.250000 Penalty: 2649.932373
	Iteration 36Q: 3 clusters Score -305939.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -305939.812500 Penalty: 2649.932373
	Iteration 37Q: 3 clusters Score -305939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -305940.343750 Penalty: 2649.932373
	Iteration 38Q: 3 clusters Score -305940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -305941.218750 Penalty: 2649.932373
	Iteration 39Q: 3 clusters Score -305941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -305942.968750 Penalty: 2649.932373
	Iteration 40F: 3 clusters Score -305943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -305944.437500 Penalty: 2649.932373
	Iteration 41Q: 3 clusters Score -305944.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -305945.062500 Penalty: 2649.932373
	Iteration 42Q: 3 clusters Score -305945.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -305945.312500 Penalty: 2649.932373
	Iteration 43Q: 3 clusters Score -305945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -305945.312500 Penalty: 2649.932373
	Iteration 44F: 3 clusters Score -305945.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Entering Unmasked Estep 
Score: -1267972.125000 Penalty: 1555.154297
	Iteration 0F: 2 clusters Score -1267972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1258066.625000 Penalty: 3110.308594
	Iteration 0F: 3 clusters Score -1258067 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1261606.125000 Penalty: 3110.308594
	Iteration 1F: 3 clusters Score -1261606 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1261970.375000 Penalty: 3110.308594
	Iteration 2F: 3 clusters Score -1261970 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1262300.125000 Penalty: 3110.308594
	Iteration 3F: 3 clusters Score -1262300 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1262611.875000 Penalty: 3110.308594
	Iteration 4Q: 3 clusters Score -1262612 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1262992.875000 Penalty: 3110.308594
	Iteration 5Q: 3 clusters Score -1262993 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1263431.125000 Penalty: 3110.308594
	Iteration 6F: 3 clusters Score -1263431 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1263913.875000 Penalty: 3110.308594
	Iteration 7F: 3 clusters Score -1263914 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1264452.125000 Penalty: 3110.308594
	Iteration 8F: 3 clusters Score -1264452 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1264971.625000 Penalty: 3110.308594
	Iteration 9F: 3 clusters Score -1264972 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1265478.875000 Penalty: 3110.308594
	Iteration 10Q: 3 clusters Score -1265479 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1265844.875000 Penalty: 3110.308594
	Iteration 11Q: 3 clusters Score -1265845 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1266084.625000 Penalty: 3110.308594
	Iteration 12Q: 3 clusters Score -1266085 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1266237.125000 Penalty: 3110.308594
	Iteration 13Q: 3 clusters Score -1266237 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1266358.625000 Penalty: 3110.308594
	Iteration 14Q: 3 clusters Score -1266359 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1266452.750000 Penalty: 3110.308594
	Iteration 15Q: 3 clusters Score -1266453 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1266531.000000 Penalty: 3110.308594
	Iteration 16Q: 3 clusters Score -1266531 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1266582.125000 Penalty: 3110.308594
	Iteration 17Q: 3 clusters Score -1266582 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1266623.250000 Penalty: 3110.308594
	Iteration 18Q: 3 clusters Score -1266623 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1266659.125000 Penalty: 3110.308594
	Iteration 19Q: 3 clusters Score -1266659 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1266690.000000 Penalty: 3110.308594
	Iteration 20F: 3 clusters Score -1266690 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1266711.125000 Penalty: 3110.308594
	Iteration 21Q: 3 clusters Score -1266711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1266733.500000 Penalty: 3110.308594
	Iteration 22Q: 3 clusters Score -1266734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1266747.875000 Penalty: 3110.308594
	Iteration 23Q: 3 clusters Score -1266748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -1266766.375000 Penalty: 3110.308594
	Iteration 24Q: 3 clusters Score -1266766 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1266777.250000 Penalty: 3110.308594
	Iteration 25Q: 3 clusters Score -1266777 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1266794.000000 Penalty: 3110.308594
	Iteration 26Q: 3 clusters Score -1266794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1266809.625000 Penalty: 3110.308594
	Iteration 27Q: 3 clusters Score -1266810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1266815.750000 Penalty: 3110.308594
	Iteration 28Q: 3 clusters Score -1266816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1266822.625000 Penalty: 3110.308594
	Iteration 29Q: 3 clusters Score -1266823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1266830.750000 Penalty: 3110.308594
	Iteration 30Q: 3 clusters Score -1266831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1266832.625000 Penalty: 3110.308594
	Iteration 31Q: 3 clusters Score -1266833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1266838.250000 Penalty: 3110.308594
	Iteration 32Q: 3 clusters Score -1266838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1266840.625000 Penalty: 3110.308594
	Iteration 33Q: 3 clusters Score -1266841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1266843.500000 Penalty: 3110.308594
	Iteration 34Q: 3 clusters Score -1266844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1266847.375000 Penalty: 3110.308594
	Iteration 35Q: 3 clusters Score -1266847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1266852.625000 Penalty: 3110.308594
	Iteration 36Q: 3 clusters Score -1266853 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1266857.250000 Penalty: 3110.308594
	Iteration 37Q: 3 clusters Score -1266857 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1266861.000000 Penalty: 3110.308594
	Iteration 38Q: 3 clusters Score -1266861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1266862.250000 Penalty: 3110.308594
	Iteration 39Q: 3 clusters Score -1266862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1266865.250000 Penalty: 3110.308594
	Iteration 40F: 3 clusters Score -1266865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1266861.625000 Penalty: 3110.308594
	Iteration 41Q: 3 clusters Score -1266862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1266859.625000 Penalty: 3110.308594
	Iteration 42Q: 3 clusters Score -1266860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1266861.500000 Penalty: 3110.308594
	Iteration 43Q: 3 clusters Score -1266862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1266866.000000 Penalty: 3110.308594
	Iteration 44Q: 3 clusters Score -1266866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1266868.750000 Penalty: 3110.308594
	Iteration 45Q: 3 clusters Score -1266869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1266873.000000 Penalty: 3110.308594
	Iteration 46Q: 3 clusters Score -1266873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1266870.125000 Penalty: 3110.308594
	Iteration 47Q: 3 clusters Score -1266870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1266871.750000 Penalty: 3110.308594
	Iteration 48Q: 3 clusters Score -1266872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1266872.500000 Penalty: 3110.308594
	Iteration 49Q: 3 clusters Score -1266872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1266872.375000 Penalty: 3110.308594
	Iteration 50Q: 3 clusters Score -1266872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1266874.375000 Penalty: 3110.308594
	Iteration 51Q: 3 clusters Score -1266874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1266874.625000 Penalty: 3110.308594
	Iteration 52Q: 3 clusters Score -1266875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1266874.625000 Penalty: 3110.308594
	Iteration 53Q: 3 clusters Score -1266875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1266872.750000 Penalty: 3110.308594
	Iteration 54Q: 3 clusters Score -1266873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1266875.375000 Penalty: 3110.308594
	Iteration 55Q: 3 clusters Score -1266875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1266877.500000 Penalty: 3110.308594
	Iteration 56Q: 3 clusters Score -1266878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1266879.750000 Penalty: 3110.308594
	Iteration 57Q: 3 clusters Score -1266880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1266880.750000 Penalty: 3110.308594
	Iteration 58Q: 3 clusters Score -1266881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1266882.250000 Penalty: 3110.308594
	Iteration 59Q: 3 clusters Score -1266882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1266882.750000 Penalty: 3110.308594
	Iteration 60F: 3 clusters Score -1266883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1266882.875000 Penalty: 3110.308594
	Iteration 61Q: 3 clusters Score -1266883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1266882.750000 Penalty: 3110.308594
	Iteration 62Q: 3 clusters Score -1266883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1266883.750000 Penalty: 3110.308594
	Iteration 63Q: 3 clusters Score -1266884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1266883.750000 Penalty: 3110.308594
	Iteration 64F: 3 clusters Score -1266884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Entering Unmasked Estep 
Score: -2727840.750000 Penalty: 1677.046753
	Iteration 0F: 2 clusters Score -2727841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -2707524.250000 Penalty: 3354.093506
	Iteration 0F: 3 clusters Score -2707524 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2715131.000000 Penalty: 3354.093506
	Iteration 1F: 3 clusters Score -2715131 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2715463.500000 Penalty: 3354.093506
	Iteration 2Q: 3 clusters Score -2715464 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2715780.000000 Penalty: 3354.093506
	Iteration 3Q: 3 clusters Score -2715780 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2716078.250000 Penalty: 3354.093506
	Iteration 4Q: 3 clusters Score -2716078 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2716333.750000 Penalty: 3354.093506
	Iteration 5Q: 3 clusters Score -2716334 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2716621.750000 Penalty: 3354.093506
	Iteration 6Q: 3 clusters Score -2716622 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2716903.000000 Penalty: 3354.093506
	Iteration 7Q: 3 clusters Score -2716903 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2717171.500000 Penalty: 3354.093506
	Iteration 8Q: 3 clusters Score -2717172 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2717542.000000 Penalty: 3354.093506
	Iteration 9Q: 3 clusters Score -2717542 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2717991.250000 Penalty: 3354.093506
	Iteration 10Q: 3 clusters Score -2717991 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -2718582.750000 Penalty: 3354.093506
	Iteration 11Q: 3 clusters Score -2718583 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -2719408.250000 Penalty: 3354.093506
	Iteration 12Q: 3 clusters Score -2719408 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2720475.500000 Penalty: 3354.093506
	Iteration 13F: 3 clusters Score -2720476 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2721679.000000 Penalty: 3354.093506
	Iteration 14F: 3 clusters Score -2721679 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2722995.250000 Penalty: 3354.093506
	Iteration 15F: 3 clusters Score -2722995 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2724168.750000 Penalty: 3354.093506
	Iteration 16F: 3 clusters Score -2724169 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2725073.000000 Penalty: 3354.093506
	Iteration 17Q: 3 clusters Score -2725073 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2725620.250000 Penalty: 3354.093506
	Iteration 18Q: 3 clusters Score -2725620 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2725930.750000 Penalty: 3354.093506
	Iteration 19Q: 3 clusters Score -2725931 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2726121.250000 Penalty: 3354.093506
	Iteration 20F: 3 clusters Score -2726121 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2726214.000000 Penalty: 3354.093506
	Iteration 21Q: 3 clusters Score -2726214 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2726266.750000 Penalty: 3354.093506
	Iteration 22Q: 3 clusters Score -2726267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2726306.000000 Penalty: 3354.093506
	Iteration 23Q: 3 clusters Score -2726306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2726315.000000 Penalty: 3354.093506
	Iteration 24Q: 3 clusters Score -2726315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2726330.750000 Penalty: 3354.093506
	Iteration 25Q: 3 clusters Score -2726331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2726339.000000 Penalty: 3354.093506
	Iteration 26Q: 3 clusters Score -2726339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2726344.750000 Penalty: 3354.093506
	Iteration 27Q: 3 clusters Score -2726345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2726348.500000 Penalty: 3354.093506
	Iteration 28Q: 3 clusters Score -2726348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2726354.000000 Penalty: 3354.093506
	Iteration 29Q: 3 clusters Score -2726354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2726363.250000 Penalty: 3354.093506
	Iteration 30Q: 3 clusters Score -2726363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2726372.500000 Penalty: 3354.093506
	Iteration 31Q: 3 clusters Score -2726372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2726377.500000 Penalty: 3354.093506
	Iteration 32Q: 3 clusters Score -2726378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2726378.500000 Penalty: 3354.093506
	Iteration 33Q: 3 clusters Score -2726378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2726378.500000 Penalty: 3354.093506
	Iteration 34Q: 3 clusters Score -2726378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2726379.250000 Penalty: 3354.093506
	Iteration 35Q: 3 clusters Score -2726379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2726377.750000 Penalty: 3354.093506
	Iteration 36Q: 3 clusters Score -2726378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2726377.750000 Penalty: 3354.093506
	Iteration 37F: 3 clusters Score -2726378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Entering Unmasked Estep 
Score: -584674.687500 Penalty: 1425.271973
	Iteration 0F: 2 clusters Score -584674.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -579840.812500 Penalty: 2850.543945
	Iteration 0F: 3 clusters Score -579840.8 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -581271.812500 Penalty: 2850.543945
	Iteration 1F: 3 clusters Score -581271.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -581498.687500 Penalty: 2850.543945
	Iteration 2F: 3 clusters Score -581498.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -581698.687500 Penalty: 2850.543945
	Iteration 3F: 3 clusters Score -581698.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -581882.625000 Penalty: 2850.543945
	Iteration 4F: 3 clusters Score -581882.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -582061.875000 Penalty: 2850.543945
	Iteration 5Q: 3 clusters Score -582061.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -582224.062500 Penalty: 2850.543945
	Iteration 6Q: 3 clusters Score -582224.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -582388.687500 Penalty: 2850.543945
	Iteration 7Q: 3 clusters Score -582388.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -582544.875000 Penalty: 2850.543945
	Iteration 8Q: 3 clusters Score -582544.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -582662.312500 Penalty: 2850.543945
	Iteration 9Q: 3 clusters Score -582662.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -582772.875000 Penalty: 2850.543945
	Iteration 10Q: 3 clusters Score -582772.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -582852.500000 Penalty: 2850.543945
	Iteration 11Q: 3 clusters Score -582852.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -582921.187500 Penalty: 2850.543945
	Iteration 12Q: 3 clusters Score -582921.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -582973.500000 Penalty: 2850.543945
	Iteration 13Q: 3 clusters Score -582973.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -583024.125000 Penalty: 2850.543945
	Iteration 14Q: 3 clusters Score -583024.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -583061.750000 Penalty: 2850.543945
	Iteration 15Q: 3 clusters Score -583061.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -583091.562500 Penalty: 2850.543945
	Iteration 16Q: 3 clusters Score -583091.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -583118.687500 Penalty: 2850.543945
	Iteration 17Q: 3 clusters Score -583118.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -583151.937500 Penalty: 2850.543945
	Iteration 18Q: 3 clusters Score -583151.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -583183.625000 Penalty: 2850.543945
	Iteration 19Q: 3 clusters Score -583183.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -583210.937500 Penalty: 2850.543945
	Iteration 20F: 3 clusters Score -583210.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -583235.062500 Penalty: 2850.543945
	Iteration 21Q: 3 clusters Score -583235.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -583264.000000 Penalty: 2850.543945
	Iteration 22Q: 3 clusters Score -583264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -583300.062500 Penalty: 2850.543945
	Iteration 23Q: 3 clusters Score -583300.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -583340.437500 Penalty: 2850.543945
	Iteration 24Q: 3 clusters Score -583340.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -583384.750000 Penalty: 2850.543945
	Iteration 25Q: 3 clusters Score -583384.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -583414.937500 Penalty: 2850.543945
	Iteration 26Q: 3 clusters Score -583414.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -583435.312500 Penalty: 2850.543945
	Iteration 27Q: 3 clusters Score -583435.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -583450.687500 Penalty: 2850.543945
	Iteration 28Q: 3 clusters Score -583450.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -583462.562500 Penalty: 2850.543945
	Iteration 29Q: 3 clusters Score -583462.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -583471.750000 Penalty: 2850.543945
	Iteration 30Q: 3 clusters Score -583471.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -583479.562500 Penalty: 2850.543945
	Iteration 31Q: 3 clusters Score -583479.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -583485.750000 Penalty: 2850.543945
	Iteration 32Q: 3 clusters Score -583485.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -583493.500000 Penalty: 2850.543945
	Iteration 33Q: 3 clusters Score -583493.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -583498.437500 Penalty: 2850.543945
	Iteration 34Q: 3 clusters Score -583498.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -583507.125000 Penalty: 2850.543945
	Iteration 35Q: 3 clusters Score -583507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -583510.625000 Penalty: 2850.543945
	Iteration 36Q: 3 clusters Score -583510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -583514.562500 Penalty: 2850.543945
	Iteration 37Q: 3 clusters Score -583514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -583515.812500 Penalty: 2850.543945
	Iteration 38Q: 3 clusters Score -583515.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -583518.625000 Penalty: 2850.543945
	Iteration 39Q: 3 clusters Score -583518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -583521.125000 Penalty: 2850.543945
	Iteration 40F: 3 clusters Score -583521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -583522.937500 Penalty: 2850.543945
	Iteration 41Q: 3 clusters Score -583522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -583524.812500 Penalty: 2850.543945
	Iteration 42Q: 3 clusters Score -583524.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -583528.437500 Penalty: 2850.543945
	Iteration 43Q: 3 clusters Score -583528.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -583530.875000 Penalty: 2850.543945
	Iteration 44Q: 3 clusters Score -583530.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -583533.250000 Penalty: 2850.543945
	Iteration 45Q: 3 clusters Score -583533.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -583534.812500 Penalty: 2850.543945
	Iteration 46Q: 3 clusters Score -583534.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -583535.437500 Penalty: 2850.543945
	Iteration 47Q: 3 clusters Score -583535.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -583536.312500 Penalty: 2850.543945
	Iteration 48Q: 3 clusters Score -583536.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -583537.937500 Penalty: 2850.543945
	Iteration 49Q: 3 clusters Score -583537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -583539.125000 Penalty: 2850.543945
	Iteration 50Q: 3 clusters Score -583539.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -583539.812500 Penalty: 2850.543945
	Iteration 51Q: 3 clusters Score -583539.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -583542.375000 Penalty: 2850.543945
	Iteration 52Q: 3 clusters Score -583542.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -583544.062500 Penalty: 2850.543945
	Iteration 53Q: 3 clusters Score -583544.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -583546.500000 Penalty: 2850.543945
	Iteration 54Q: 3 clusters Score -583546.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -583547.937500 Penalty: 2850.543945
	Iteration 55Q: 3 clusters Score -583547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -583551.000000 Penalty: 2850.543945
	Iteration 56Q: 3 clusters Score -583551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -583553.437500 Penalty: 2850.543945
	Iteration 57Q: 3 clusters Score -583553.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -583555.312500 Penalty: 2850.543945
	Iteration 58Q: 3 clusters Score -583555.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -583560.187500 Penalty: 2850.543945
	Iteration 59Q: 3 clusters Score -583560.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -583564.312500 Penalty: 2850.543945
	Iteration 60F: 3 clusters Score -583564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -583564.750000 Penalty: 2850.543945
	Iteration 61Q: 3 clusters Score -583564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -583565.437500 Penalty: 2850.543945
	Iteration 62Q: 3 clusters Score -583565.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -583564.875000 Penalty: 2850.543945
	Iteration 63Q: 3 clusters Score -583564.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -583567.125000 Penalty: 2850.543945
	Iteration 64Q: 3 clusters Score -583567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -583567.875000 Penalty: 2850.543945
	Iteration 65Q: 3 clusters Score -583567.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -583568.437500 Penalty: 2850.543945
	Iteration 66Q: 3 clusters Score -583568.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -583568.437500 Penalty: 2850.543945
	Iteration 67F: 3 clusters Score -583568.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Entering Unmasked Estep 
Score: -6487470.000000 Penalty: 1812.788452
	Iteration 0F: 2 clusters Score -6487470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -6441125.000000 Penalty: 3625.576904
	Iteration 0F: 3 clusters Score -6441125 nChanged 33151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -6460316.000000 Penalty: 3625.576904
	Iteration 1F: 3 clusters Score -6460316 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -6461114.000000 Penalty: 3625.576904
	Iteration 2Q: 3 clusters Score -6461114 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -6461995.500000 Penalty: 3625.576904
	Iteration 3Q: 3 clusters Score -6461996 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -6463148.500000 Penalty: 3625.576904
	Iteration 4Q: 3 clusters Score -6463148 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -6464525.000000 Penalty: 3625.576904
	Iteration 5Q: 3 clusters Score -6464525 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -6466293.500000 Penalty: 3625.576904
	Iteration 6Q: 3 clusters Score -6466294 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6468712.000000 Penalty: 3625.576904
	Iteration 7F: 3 clusters Score -6468712 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -6471532.500000 Penalty: 3625.576904
	Iteration 8F: 3 clusters Score -6471532 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -6473954.500000 Penalty: 3625.576904
	Iteration 9F: 3 clusters Score -6473954 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -6475167.500000 Penalty: 3625.576904
	Iteration 10Q: 3 clusters Score -6475168 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34452 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -6475524.500000 Penalty: 3625.576904
	Iteration 11Q: 3 clusters Score -6475524 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -6475668.500000 Penalty: 3625.576904
	Iteration 12Q: 3 clusters Score -6475668 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -6475773.500000 Penalty: 3625.576904
	Iteration 13Q: 3 clusters Score -6475774 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -6475843.500000 Penalty: 3625.576904
	Iteration 14Q: 3 clusters Score -6475844 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6475962.500000 Penalty: 3625.576904
	Iteration 15Q: 3 clusters Score -6475962 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6476044.500000 Penalty: 3625.576904
	Iteration 16Q: 3 clusters Score -6476044 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34843 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6476094.000000 Penalty: 3625.576904
	Iteration 17Q: 3 clusters Score -6476094 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -6476148.500000 Penalty: 3625.576904
	Iteration 18Q: 3 clusters Score -6476148 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 35001 members 
Entering Unmasked Estep 
Score: -6476194.000000 Penalty: 3625.576904
	Iteration 19Q: 3 clusters Score -6476194 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -6476273.500000 Penalty: 3625.576904
	Iteration 20F: 3 clusters Score -6476274 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -6476353.000000 Penalty: 3625.576904
	Iteration 21Q: 3 clusters Score -6476353 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -6476404.500000 Penalty: 3625.576904
	Iteration 22Q: 3 clusters Score -6476404 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -6476445.500000 Penalty: 3625.576904
	Iteration 23Q: 3 clusters Score -6476446 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -6476522.500000 Penalty: 3625.576904
	Iteration 24Q: 3 clusters Score -6476522 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -6476588.000000 Penalty: 3625.576904
	Iteration 25Q: 3 clusters Score -6476588 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -6476622.000000 Penalty: 3625.576904
	Iteration 26Q: 3 clusters Score -6476622 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -6476656.500000 Penalty: 3625.576904
	Iteration 27Q: 3 clusters Score -6476656 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6476704.500000 Penalty: 3625.576904
	Iteration 28Q: 3 clusters Score -6476704 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -6476738.500000 Penalty: 3625.576904
	Iteration 29Q: 3 clusters Score -6476738 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -6476794.500000 Penalty: 3625.576904
	Iteration 30Q: 3 clusters Score -6476794 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -6476836.000000 Penalty: 3625.576904
	Iteration 31Q: 3 clusters Score -6476836 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -6476889.500000 Penalty: 3625.576904
	Iteration 32Q: 3 clusters Score -6476890 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -6476919.000000 Penalty: 3625.576904
	Iteration 33Q: 3 clusters Score -6476919 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -6476980.000000 Penalty: 3625.576904
	Iteration 34Q: 3 clusters Score -6476980 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36323 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -6477010.000000 Penalty: 3625.576904
	Iteration 35Q: 3 clusters Score -6477010 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -6477047.000000 Penalty: 3625.576904
	Iteration 36Q: 3 clusters Score -6477047 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 33563 members 
Entering Unmasked Estep 
Score: -6477084.000000 Penalty: 3625.576904
	Iteration 37Q: 3 clusters Score -6477084 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -6477116.500000 Penalty: 3625.576904
	Iteration 38Q: 3 clusters Score -6477116 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -6477157.500000 Penalty: 3625.576904
	Iteration 39Q: 3 clusters Score -6477158 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6477164.500000 Penalty: 3625.576904
	Iteration 40F: 3 clusters Score -6477164 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -6477179.500000 Penalty: 3625.576904
	Iteration 41Q: 3 clusters Score -6477180 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -6477219.000000 Penalty: 3625.576904
	Iteration 42Q: 3 clusters Score -6477219 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -6477248.500000 Penalty: 3625.576904
	Iteration 43Q: 3 clusters Score -6477248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -6477245.500000 Penalty: 3625.576904
	Iteration 44Q: 3 clusters Score -6477246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -6477252.500000 Penalty: 3625.576904
	Iteration 45Q: 3 clusters Score -6477252 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -6477265.500000 Penalty: 3625.576904
	Iteration 46Q: 3 clusters Score -6477266 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37152 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -6477292.000000 Penalty: 3625.576904
	Iteration 47Q: 3 clusters Score -6477292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -6477267.000000 Penalty: 3625.576904
	Iteration 48Q: 3 clusters Score -6477267 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6477258.000000 Penalty: 3625.576904
	Iteration 49Q: 3 clusters Score -6477258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -6477257.000000 Penalty: 3625.576904
	Iteration 50Q: 3 clusters Score -6477257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
Score: -6477264.500000 Penalty: 3625.576904
	Iteration 51Q: 3 clusters Score -6477264 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -6477263.000000 Penalty: 3625.576904
	Iteration 52Q: 3 clusters Score -6477263 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6477276.000000 Penalty: 3625.576904
	Iteration 53Q: 3 clusters Score -6477276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6477267.000000 Penalty: 3625.576904
	Iteration 54Q: 3 clusters Score -6477267 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -6477268.500000 Penalty: 3625.576904
	Iteration 55Q: 3 clusters Score -6477268 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -6477285.500000 Penalty: 3625.576904
	Iteration 56Q: 3 clusters Score -6477286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -6477301.000000 Penalty: 3625.576904
	Iteration 57Q: 3 clusters Score -6477301 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37786 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -6477303.000000 Penalty: 3625.576904
	Iteration 58Q: 3 clusters Score -6477303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -6477310.000000 Penalty: 3625.576904
	Iteration 59Q: 3 clusters Score -6477310 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37897 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -6477301.500000 Penalty: 3625.576904
	Iteration 60F: 3 clusters Score -6477302 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 32009 members 
Entering Unmasked Estep 
Score: -6477294.500000 Penalty: 3625.576904
	Iteration 61Q: 3 clusters Score -6477294 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -6477286.000000 Penalty: 3625.576904
	Iteration 62Q: 3 clusters Score -6477286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38032 members 
Mstep: Class 2 contains 31924 members 
Entering Unmasked Estep 
Score: -6477287.000000 Penalty: 3625.576904
	Iteration 63Q: 3 clusters Score -6477287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -6477297.000000 Penalty: 3625.576904
	Iteration 64Q: 3 clusters Score -6477297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -6477306.000000 Penalty: 3625.576904
	Iteration 65Q: 3 clusters Score -6477306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6477310.500000 Penalty: 3625.576904
	Iteration 66Q: 3 clusters Score -6477310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -6477312.500000 Penalty: 3625.576904
	Iteration 67Q: 3 clusters Score -6477312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6477321.000000 Penalty: 3625.576904
	Iteration 68Q: 3 clusters Score -6477321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -6477322.000000 Penalty: 3625.576904
	Iteration 69Q: 3 clusters Score -6477322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6477336.000000 Penalty: 3625.576904
	Iteration 70Q: 3 clusters Score -6477336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -6477347.000000 Penalty: 3625.576904
	Iteration 71Q: 3 clusters Score -6477347 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -6477359.500000 Penalty: 3625.576904
	Iteration 72Q: 3 clusters Score -6477360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -6477368.000000 Penalty: 3625.576904
	Iteration 73Q: 3 clusters Score -6477368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 31321 members 
Entering Unmasked Estep 
Score: -6477368.500000 Penalty: 3625.576904
	Iteration 74Q: 3 clusters Score -6477368 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6477368.000000 Penalty: 3625.576904
	Iteration 75Q: 3 clusters Score -6477368 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -6477362.500000 Penalty: 3625.576904
	Iteration 76Q: 3 clusters Score -6477362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -6477376.000000 Penalty: 3625.576904
	Iteration 77Q: 3 clusters Score -6477376 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -6477368.500000 Penalty: 3625.576904
	Iteration 78Q: 3 clusters Score -6477368 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -6477385.500000 Penalty: 3625.576904
	Iteration 79Q: 3 clusters Score -6477386 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -6477379.500000 Penalty: 3625.576904
	Iteration 80F: 3 clusters Score -6477380 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -6477398.000000 Penalty: 3625.576904
	Iteration 81Q: 3 clusters Score -6477398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6477390 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -6477414.500000 Penalty: 3625.576904
	Iteration 83Q: 3 clusters Score -6477414 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39984 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -6477431.500000 Penalty: 3625.576904
	Iteration 84Q: 3 clusters Score -6477432 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6477489 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6477496 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -6477516.000000 Penalty: 3625.576904
	Iteration 87Q: 3 clusters Score -6477516 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6477538 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6477534.500000 Penalty: 3625.576904
	Iteration 89Q: 3 clusters Score -6477534 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41512 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6477572 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6477587 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6477623 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6477646.000000 Penalty: 3625.576904
	Iteration 93Q: 3 clusters Score -6477646 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6477687 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6477740.000000 Penalty: 3625.576904
	Iteration 95Q: 3 clusters Score -6477740 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6477815.000000 Penalty: 3625.576904
	Iteration 96Q: 3 clusters Score -6477815 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6477860.500000 Penalty: 3625.576904
	Iteration 97Q: 3 clusters Score -6477860 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6477940 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6477971.000000 Penalty: 3625.576904
	Iteration 99Q: 3 clusters Score -6477971 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -6478005.500000 Penalty: 3625.576904
	Iteration 100F: 3 clusters Score -6478006 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -6478053.500000 Penalty: 3625.576904
	Iteration 101Q: 3 clusters Score -6478054 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6478150 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -6478222.500000 Penalty: 3625.576904
	Iteration 103Q: 3 clusters Score -6478222 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47726 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6478292 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6478398 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6478488 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49511 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6478610 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6478728 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -6478848.000000 Penalty: 3625.576904
	Iteration 109Q: 3 clusters Score -6478848 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -6479030.000000 Penalty: 3625.576904
	Iteration 110Q: 3 clusters Score -6479030 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -6479211.000000 Penalty: 3625.576904
	Iteration 111Q: 3 clusters Score -6479211 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -6479372.500000 Penalty: 3625.576904
	Iteration 112Q: 3 clusters Score -6479372 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53907 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -6479546.000000 Penalty: 3625.576904
	Iteration 113Q: 3 clusters Score -6479546 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54703 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -6479727.500000 Penalty: 3625.576904
	Iteration 114Q: 3 clusters Score -6479728 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -6479905.500000 Penalty: 3625.576904
	Iteration 115Q: 3 clusters Score -6479906 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -6480123.500000 Penalty: 3625.576904
	Iteration 116Q: 3 clusters Score -6480124 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -6480351.000000 Penalty: 3625.576904
	Iteration 117Q: 3 clusters Score -6480351 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -6480608.000000 Penalty: 3625.576904
	Iteration 118Q: 3 clusters Score -6480608 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58913 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6480942 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -6481222.000000 Penalty: 3625.576904
	Iteration 120F: 3 clusters Score -6481222 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -6481509.500000 Penalty: 3625.576904
	Iteration 121Q: 3 clusters Score -6481510 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -6481837.000000 Penalty: 3625.576904
	Iteration 122Q: 3 clusters Score -6481837 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -6482152.500000 Penalty: 3625.576904
	Iteration 123Q: 3 clusters Score -6482152 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63087 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -6482479.500000 Penalty: 3625.576904
	Iteration 124Q: 3 clusters Score -6482480 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63934 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -6482872.500000 Penalty: 3625.576904
	Iteration 125Q: 3 clusters Score -6482872 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -6483299.500000 Penalty: 3625.576904
	Iteration 126Q: 3 clusters Score -6483300 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65560 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6483652.000000 Penalty: 3625.576904
	Iteration 127Q: 3 clusters Score -6483652 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66296 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6484070.000000 Penalty: 3625.576904
	Iteration 128Q: 3 clusters Score -6484070 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66913 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6484425.500000 Penalty: 3625.576904
	Iteration 129Q: 3 clusters Score -6484426 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67444 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6484696.500000 Penalty: 3625.576904
	Iteration 130Q: 3 clusters Score -6484696 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67920 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6484984 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68308 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6485191.500000 Penalty: 3625.576904
	Iteration 132Q: 3 clusters Score -6485192 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6485395.000000 Penalty: 3625.576904
	Iteration 133Q: 3 clusters Score -6485395 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6485543.000000 Penalty: 3625.576904
	Iteration 134Q: 3 clusters Score -6485543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -6485667.000000 Penalty: 3625.576904
	Iteration 135Q: 3 clusters Score -6485667 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6485755.000000 Penalty: 3625.576904
	Iteration 136Q: 3 clusters Score -6485755 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69188 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6485810.000000 Penalty: 3625.576904
	Iteration 137Q: 3 clusters Score -6485810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69247 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6485846.000000 Penalty: 3625.576904
	Iteration 138Q: 3 clusters Score -6485846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6485868.500000 Penalty: 3625.576904
	Iteration 139Q: 3 clusters Score -6485868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69304 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6485885.500000 Penalty: 3625.576904
	Iteration 140F: 3 clusters Score -6485886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69325 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6485903.000000 Penalty: 3625.576904
	Iteration 141Q: 3 clusters Score -6485903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6485921.500000 Penalty: 3625.576904
	Iteration 142Q: 3 clusters Score -6485922 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6485930.000000 Penalty: 3625.576904
	Iteration 143Q: 3 clusters Score -6485930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69364 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6485942.000000 Penalty: 3625.576904
	Iteration 144Q: 3 clusters Score -6485942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6485950.500000 Penalty: 3625.576904
	Iteration 145Q: 3 clusters Score -6485950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69381 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6485958.500000 Penalty: 3625.576904
	Iteration 146Q: 3 clusters Score -6485958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69388 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6485966.000000 Penalty: 3625.576904
	Iteration 147Q: 3 clusters Score -6485966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6485967.000000 Penalty: 3625.576904
	Iteration 148Q: 3 clusters Score -6485967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69408 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6485975.000000 Penalty: 3625.576904
	Iteration 149Q: 3 clusters Score -6485975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69418 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6485976.500000 Penalty: 3625.576904
	Iteration 150Q: 3 clusters Score -6485976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69424 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6485978.000000 Penalty: 3625.576904
	Iteration 151Q: 3 clusters Score -6485978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6485978.000000 Penalty: 3625.576904
	Iteration 152Q: 3 clusters Score -6485978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6485972.500000 Penalty: 3625.576904
	Iteration 153Q: 3 clusters Score -6485972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69428 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6485979.500000 Penalty: 3625.576904
	Iteration 154Q: 3 clusters Score -6485980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6485978.500000 Penalty: 3625.576904
	Iteration 155Q: 3 clusters Score -6485978 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6485978.500000 Penalty: 3625.576904
	Iteration 156F: 3 clusters Score -6485978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -520170.593750 Penalty: 1409.084106
	Iteration 0F: 2 clusters Score -520170.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -515726.156250 Penalty: 2818.168213
	Iteration 0F: 3 clusters Score -515726.2 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -517136.062500 Penalty: 2818.168213
	Iteration 1F: 3 clusters Score -517136.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -517444.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -517664.125000 Penalty: 2818.168213
	Iteration 3F: 3 clusters Score -517664.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -517887 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -518126.093750 Penalty: 2818.168213
	Iteration 5F: 3 clusters Score -518126.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -518312.250000 Penalty: 2818.168213
	Iteration 6Q: 3 clusters Score -518312.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -518447.312500 Penalty: 2818.168213
	Iteration 7Q: 3 clusters Score -518447.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -518547.187500 Penalty: 2818.168213
	Iteration 8Q: 3 clusters Score -518547.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -518631.281250 Penalty: 2818.168213
	Iteration 9Q: 3 clusters Score -518631.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -518702.937500 Penalty: 2818.168213
	Iteration 10Q: 3 clusters Score -518702.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -518780.187500 Penalty: 2818.168213
	Iteration 11Q: 3 clusters Score -518780.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -518851.187500 Penalty: 2818.168213
	Iteration 12Q: 3 clusters Score -518851.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -518915.656250 Penalty: 2818.168213
	Iteration 13Q: 3 clusters Score -518915.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -518960.593750 Penalty: 2818.168213
	Iteration 14Q: 3 clusters Score -518960.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -518995.312500 Penalty: 2818.168213
	Iteration 15Q: 3 clusters Score -518995.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -519029.562500 Penalty: 2818.168213
	Iteration 16Q: 3 clusters Score -519029.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -519058.031250 Penalty: 2818.168213
	Iteration 17Q: 3 clusters Score -519058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -519087.625000 Penalty: 2818.168213
	Iteration 18Q: 3 clusters Score -519087.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -519114.375000 Penalty: 2818.168213
	Iteration 19Q: 3 clusters Score -519114.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -519140.125000 Penalty: 2818.168213
	Iteration 20F: 3 clusters Score -519140.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -519173.218750 Penalty: 2818.168213
	Iteration 21Q: 3 clusters Score -519173.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -519198.812500 Penalty: 2818.168213
	Iteration 22Q: 3 clusters Score -519198.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -519213.031250 Penalty: 2818.168213
	Iteration 23Q: 3 clusters Score -519213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -519230.406250 Penalty: 2818.168213
	Iteration 24Q: 3 clusters Score -519230.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -519243.031250 Penalty: 2818.168213
	Iteration 25Q: 3 clusters Score -519243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -519257.250000 Penalty: 2818.168213
	Iteration 26Q: 3 clusters Score -519257.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -519274.218750 Penalty: 2818.168213
	Iteration 27Q: 3 clusters Score -519274.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -519288.625000 Penalty: 2818.168213
	Iteration 28Q: 3 clusters Score -519288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -519293.937500 Penalty: 2818.168213
	Iteration 29Q: 3 clusters Score -519293.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -519300.187500 Penalty: 2818.168213
	Iteration 30Q: 3 clusters Score -519300.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -519308.031250 Penalty: 2818.168213
	Iteration 31Q: 3 clusters Score -519308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -519314.156250 Penalty: 2818.168213
	Iteration 32Q: 3 clusters Score -519314.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -519322.968750 Penalty: 2818.168213
	Iteration 33Q: 3 clusters Score -519323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -519334.031250 Penalty: 2818.168213
	Iteration 34Q: 3 clusters Score -519334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -519346.812500 Penalty: 2818.168213
	Iteration 35Q: 3 clusters Score -519346.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -519354.062500 Penalty: 2818.168213
	Iteration 36Q: 3 clusters Score -519354.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -519361.031250 Penalty: 2818.168213
	Iteration 37Q: 3 clusters Score -519361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -519364.093750 Penalty: 2818.168213
	Iteration 38Q: 3 clusters Score -519364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -519370.718750 Penalty: 2818.168213
	Iteration 39Q: 3 clusters Score -519370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -519377.281250 Penalty: 2818.168213
	Iteration 40F: 3 clusters Score -519377.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -519383.718750 Penalty: 2818.168213
	Iteration 41Q: 3 clusters Score -519383.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -519389.375000 Penalty: 2818.168213
	Iteration 42Q: 3 clusters Score -519389.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -519397.906250 Penalty: 2818.168213
	Iteration 43Q: 3 clusters Score -519397.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -519410.468750 Penalty: 2818.168213
	Iteration 44Q: 3 clusters Score -519410.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -519422.093750 Penalty: 2818.168213
	Iteration 45Q: 3 clusters Score -519422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -519429.093750 Penalty: 2818.168213
	Iteration 46Q: 3 clusters Score -519429.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -519433.093750 Penalty: 2818.168213
	Iteration 47Q: 3 clusters Score -519433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -519437.031250 Penalty: 2818.168213
	Iteration 48Q: 3 clusters Score -519437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -519439.968750 Penalty: 2818.168213
	Iteration 49Q: 3 clusters Score -519440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -519441.875000 Penalty: 2818.168213
	Iteration 50Q: 3 clusters Score -519441.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -519447.812500 Penalty: 2818.168213
	Iteration 51Q: 3 clusters Score -519447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -519451.093750 Penalty: 2818.168213
	Iteration 52Q: 3 clusters Score -519451.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -519453.281250 Penalty: 2818.168213
	Iteration 53Q: 3 clusters Score -519453.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -519455.937500 Penalty: 2818.168213
	Iteration 54Q: 3 clusters Score -519455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -519456.812500 Penalty: 2818.168213
	Iteration 55Q: 3 clusters Score -519456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -519458.781250 Penalty: 2818.168213
	Iteration 56Q: 3 clusters Score -519458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -519459.812500 Penalty: 2818.168213
	Iteration 57Q: 3 clusters Score -519459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -519459.875000 Penalty: 2818.168213
	Iteration 58Q: 3 clusters Score -519459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -519459.937500 Penalty: 2818.168213
	Iteration 59Q: 3 clusters Score -519459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -519461.312500 Penalty: 2818.168213
	Iteration 60F: 3 clusters Score -519461.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -519460.500000 Penalty: 2818.168213
	Iteration 61Q: 3 clusters Score -519460.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -519460.843750 Penalty: 2818.168213
	Iteration 62Q: 3 clusters Score -519460.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -519460.843750 Penalty: 2818.168213
	Iteration 63F: 3 clusters Score -519460.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Entering Unmasked Estep 
Score: -647140.250000 Penalty: 1444.221191
	Iteration 0F: 2 clusters Score -647140.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -641740.312500 Penalty: 2888.442383
	Iteration 0F: 3 clusters Score -641740.3 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -643393.875000 Penalty: 2888.442383
	Iteration 1F: 3 clusters Score -643393.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -643671.687500 Penalty: 2888.442383
	Iteration 2F: 3 clusters Score -643671.7 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -643939.750000 Penalty: 2888.442383
	Iteration 3F: 3 clusters Score -643939.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -644234.187500 Penalty: 2888.442383
	Iteration 4F: 3 clusters Score -644234.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -644527.812500 Penalty: 2888.442383
	Iteration 5F: 3 clusters Score -644527.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -644759.250000 Penalty: 2888.442383
	Iteration 6F: 3 clusters Score -644759.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -644970.375000 Penalty: 2888.442383
	Iteration 7Q: 3 clusters Score -644970.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -645177.750000 Penalty: 2888.442383
	Iteration 8Q: 3 clusters Score -645177.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -645385.625000 Penalty: 2888.442383
	Iteration 9Q: 3 clusters Score -645385.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -645576.875000 Penalty: 2888.442383
	Iteration 10Q: 3 clusters Score -645576.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -645742.375000 Penalty: 2888.442383
	Iteration 11Q: 3 clusters Score -645742.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -645909.937500 Penalty: 2888.442383
	Iteration 12Q: 3 clusters Score -645909.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -646079.312500 Penalty: 2888.442383
	Iteration 13Q: 3 clusters Score -646079.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -646225.250000 Penalty: 2888.442383
	Iteration 14Q: 3 clusters Score -646225.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -646339.562500 Penalty: 2888.442383
	Iteration 15Q: 3 clusters Score -646339.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -646407.250000 Penalty: 2888.442383
	Iteration 16Q: 3 clusters Score -646407.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -646445.562500 Penalty: 2888.442383
	Iteration 17Q: 3 clusters Score -646445.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -646479.812500 Penalty: 2888.442383
	Iteration 18Q: 3 clusters Score -646479.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -646501.062500 Penalty: 2888.442383
	Iteration 19Q: 3 clusters Score -646501.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -646517.312500 Penalty: 2888.442383
	Iteration 20F: 3 clusters Score -646517.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -646531.375000 Penalty: 2888.442383
	Iteration 21Q: 3 clusters Score -646531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -646542.000000 Penalty: 2888.442383
	Iteration 22Q: 3 clusters Score -646542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -646551.312500 Penalty: 2888.442383
	Iteration 23Q: 3 clusters Score -646551.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -646556.250000 Penalty: 2888.442383
	Iteration 24Q: 3 clusters Score -646556.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -646568.437500 Penalty: 2888.442383
	Iteration 25Q: 3 clusters Score -646568.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -646588.000000 Penalty: 2888.442383
	Iteration 26Q: 3 clusters Score -646588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -646631.250000 Penalty: 2888.442383
	Iteration 27Q: 3 clusters Score -646631.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -646688.937500 Penalty: 2888.442383
	Iteration 28Q: 3 clusters Score -646688.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -646735.687500 Penalty: 2888.442383
	Iteration 29Q: 3 clusters Score -646735.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -646756.250000 Penalty: 2888.442383
	Iteration 30Q: 3 clusters Score -646756.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -646778.437500 Penalty: 2888.442383
	Iteration 31Q: 3 clusters Score -646778.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -646792.875000 Penalty: 2888.442383
	Iteration 32Q: 3 clusters Score -646792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -646805.937500 Penalty: 2888.442383
	Iteration 33Q: 3 clusters Score -646805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -646806.875000 Penalty: 2888.442383
	Iteration 34Q: 3 clusters Score -646806.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -646809.062500 Penalty: 2888.442383
	Iteration 35Q: 3 clusters Score -646809.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -646810.062500 Penalty: 2888.442383
	Iteration 36Q: 3 clusters Score -646810.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -646810.687500 Penalty: 2888.442383
	Iteration 37Q: 3 clusters Score -646810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -646854.562500 Penalty: 2888.442383
	Iteration 38F: 3 clusters Score -646854.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -646873.187500 Penalty: 2888.442383
	Iteration 39Q: 3 clusters Score -646873.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -646887.062500 Penalty: 2888.442383
	Iteration 40F: 3 clusters Score -646887.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -646896.687500 Penalty: 2888.442383
	Iteration 41Q: 3 clusters Score -646896.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -646905.375000 Penalty: 2888.442383
	Iteration 42Q: 3 clusters Score -646905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -646912.437500 Penalty: 2888.442383
	Iteration 43Q: 3 clusters Score -646912.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -646915.500000 Penalty: 2888.442383
	Iteration 44Q: 3 clusters Score -646915.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -646916.875000 Penalty: 2888.442383
	Iteration 45Q: 3 clusters Score -646916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -646915.625000 Penalty: 2888.442383
	Iteration 46Q: 3 clusters Score -646915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -646917.000000 Penalty: 2888.442383
	Iteration 47Q: 3 clusters Score -646917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -646917.000000 Penalty: 2888.442383
	Iteration 48Q: 3 clusters Score -646917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -646917.187500 Penalty: 2888.442383
	Iteration 49Q: 3 clusters Score -646917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -646917.937500 Penalty: 2888.442383
	Iteration 50Q: 3 clusters Score -646917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -646917.937500 Penalty: 2888.442383
	Iteration 51F: 3 clusters Score -646917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Entering Unmasked Estep 
Score: -364174.125000 Penalty: 1357.749268
	Iteration 0F: 2 clusters Score -364174.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -360686.125000 Penalty: 2715.498535
	Iteration 0F: 3 clusters Score -360686.1 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -361727.187500 Penalty: 2715.498535
	Iteration 1F: 3 clusters Score -361727.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -362037.875000 Penalty: 2715.498535
	Iteration 2F: 3 clusters Score -362037.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -362371.812500 Penalty: 2715.498535
	Iteration 3F: 3 clusters Score -362371.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -362702.812500 Penalty: 2715.498535
	Iteration 4F: 3 clusters Score -362702.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -363008.531250 Penalty: 2715.498535
	Iteration 5F: 3 clusters Score -363008.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -363250.687500 Penalty: 2715.498535
	Iteration 6F: 3 clusters Score -363250.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -363427.531250 Penalty: 2715.498535
	Iteration 7Q: 3 clusters Score -363427.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -363594.750000 Penalty: 2715.498535
	Iteration 8Q: 3 clusters Score -363594.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -363712.875000 Penalty: 2715.498535
	Iteration 9Q: 3 clusters Score -363712.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -363775.187500 Penalty: 2715.498535
	Iteration 10Q: 3 clusters Score -363775.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -363805.750000 Penalty: 2715.498535
	Iteration 11Q: 3 clusters Score -363805.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -363826.781250 Penalty: 2715.498535
	Iteration 12Q: 3 clusters Score -363826.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -363845.312500 Penalty: 2715.498535
	Iteration 13Q: 3 clusters Score -363845.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -363859.125000 Penalty: 2715.498535
	Iteration 14Q: 3 clusters Score -363859.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -363870.312500 Penalty: 2715.498535
	Iteration 15Q: 3 clusters Score -363870.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -363886.718750 Penalty: 2715.498535
	Iteration 16Q: 3 clusters Score -363886.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -363905.375000 Penalty: 2715.498535
	Iteration 17Q: 3 clusters Score -363905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -363925.375000 Penalty: 2715.498535
	Iteration 18Q: 3 clusters Score -363925.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -363945.093750 Penalty: 2715.498535
	Iteration 19Q: 3 clusters Score -363945.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -363962.781250 Penalty: 2715.498535
	Iteration 20F: 3 clusters Score -363962.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -363978.656250 Penalty: 2715.498535
	Iteration 21Q: 3 clusters Score -363978.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -364003.687500 Penalty: 2715.498535
	Iteration 22Q: 3 clusters Score -364003.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -364031.906250 Penalty: 2715.498535
	Iteration 23Q: 3 clusters Score -364031.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -364056.718750 Penalty: 2715.498535
	Iteration 24Q: 3 clusters Score -364056.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -364077.187500 Penalty: 2715.498535
	Iteration 25Q: 3 clusters Score -364077.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -364102.406250 Penalty: 2715.498535
	Iteration 26Q: 3 clusters Score -364102.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -364133.500000 Penalty: 2715.498535
	Iteration 27Q: 3 clusters Score -364133.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -364156.125000 Penalty: 2715.498535
	Iteration 28Q: 3 clusters Score -364156.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -364174.531250 Penalty: 2715.498535
	Iteration 29Q: 3 clusters Score -364174.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -364187.687500 Penalty: 2715.498535
	Iteration 30Q: 3 clusters Score -364187.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -364199.093750 Penalty: 2715.498535
	Iteration 31Q: 3 clusters Score -364199.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -364211.656250 Penalty: 2715.498535
	Iteration 32Q: 3 clusters Score -364211.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -364222.031250 Penalty: 2715.498535
	Iteration 33Q: 3 clusters Score -364222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -364232.312500 Penalty: 2715.498535
	Iteration 34Q: 3 clusters Score -364232.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -364244.125000 Penalty: 2715.498535
	Iteration 35Q: 3 clusters Score -364244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -364252.031250 Penalty: 2715.498535
	Iteration 36Q: 3 clusters Score -364252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -364256.531250 Penalty: 2715.498535
	Iteration 37Q: 3 clusters Score -364256.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -364257.625000 Penalty: 2715.498535
	Iteration 38Q: 3 clusters Score -364257.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -364259.718750 Penalty: 2715.498535
	Iteration 39Q: 3 clusters Score -364259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -364261.125000 Penalty: 2715.498535
	Iteration 40F: 3 clusters Score -364261.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -364264.343750 Penalty: 2715.498535
	Iteration 41Q: 3 clusters Score -364264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -364266.687500 Penalty: 2715.498535
	Iteration 42Q: 3 clusters Score -364266.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -364268.062500 Penalty: 2715.498535
	Iteration 43Q: 3 clusters Score -364268.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -364269.125000 Penalty: 2715.498535
	Iteration 44Q: 3 clusters Score -364269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -364269.625000 Penalty: 2715.498535
	Iteration 45Q: 3 clusters Score -364269.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -364269.500000 Penalty: 2715.498535
	Iteration 46Q: 3 clusters Score -364269.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -364270.406250 Penalty: 2715.498535
	Iteration 47Q: 3 clusters Score -364270.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -364271.187500 Penalty: 2715.498535
	Iteration 48Q: 3 clusters Score -364271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -364271.156250 Penalty: 2715.498535
	Iteration 49Q: 3 clusters Score -364271.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -364270.968750 Penalty: 2715.498535
	Iteration 50Q: 3 clusters Score -364271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -364270.968750 Penalty: 2715.498535
	Iteration 51F: 3 clusters Score -364271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 2643 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 5146 members 
Mstep: Class 22 contains 1610 members 
Entering Unmasked Estep 
Score: -24814530.000000 Penalty: 44861.425781
Splitting cluster 19 changes total score from -24815094.000000 to -24814530.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (2874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Entering Unmasked Estep 
Score: -254606.296875 Penalty: 1294.062256
	Iteration 0F: 2 clusters Score -254606.3 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 1444 members 
Entering Unmasked Estep 
Score: -251936.421875 Penalty: 2588.124512
	Iteration 0F: 3 clusters Score -251936.4 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -252577.453125 Penalty: 2588.124512
	Iteration 1F: 3 clusters Score -252577.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252738.984375 Penalty: 2588.124512
	Iteration 2F: 3 clusters Score -252739 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -252876.015625 Penalty: 2588.124512
	Iteration 3F: 3 clusters Score -252876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -252983.390625 Penalty: 2588.124512
	Iteration 4F: 3 clusters Score -252983.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -253050.625000 Penalty: 2588.124512
	Iteration 5Q: 3 clusters Score -253050.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -253105.203125 Penalty: 2588.124512
	Iteration 6Q: 3 clusters Score -253105.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -253163.578125 Penalty: 2588.124512
	Iteration 7Q: 3 clusters Score -253163.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -253218.390625 Penalty: 2588.124512
	Iteration 8Q: 3 clusters Score -253218.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -253262.968750 Penalty: 2588.124512
	Iteration 9Q: 3 clusters Score -253263 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -253310.234375 Penalty: 2588.124512
	Iteration 10Q: 3 clusters Score -253310.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -253360.609375 Penalty: 2588.124512
	Iteration 11Q: 3 clusters Score -253360.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -253414.765625 Penalty: 2588.124512
	Iteration 12Q: 3 clusters Score -253414.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -253452.453125 Penalty: 2588.124512
	Iteration 13Q: 3 clusters Score -253452.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -253471.000000 Penalty: 2588.124512
	Iteration 14Q: 3 clusters Score -253471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -253482.843750 Penalty: 2588.124512
	Iteration 15Q: 3 clusters Score -253482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -253491.140625 Penalty: 2588.124512
	Iteration 16Q: 3 clusters Score -253491.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -253501.562500 Penalty: 2588.124512
	Iteration 17Q: 3 clusters Score -253501.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -253516.281250 Penalty: 2588.124512
	Iteration 18Q: 3 clusters Score -253516.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -253528.734375 Penalty: 2588.124512
	Iteration 19Q: 3 clusters Score -253528.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -253545.937500 Penalty: 2588.124512
	Iteration 20F: 3 clusters Score -253545.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -253560.828125 Penalty: 2588.124512
	Iteration 21Q: 3 clusters Score -253560.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -253571.578125 Penalty: 2588.124512
	Iteration 22Q: 3 clusters Score -253571.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -253580.062500 Penalty: 2588.124512
	Iteration 23Q: 3 clusters Score -253580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253588.968750 Penalty: 2588.124512
	Iteration 24Q: 3 clusters Score -253589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -253597.859375 Penalty: 2588.124512
	Iteration 25Q: 3 clusters Score -253597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -253608.265625 Penalty: 2588.124512
	Iteration 26Q: 3 clusters Score -253608.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253615.390625 Penalty: 2588.124512
	Iteration 27Q: 3 clusters Score -253615.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253625.281250 Penalty: 2588.124512
	Iteration 28Q: 3 clusters Score -253625.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -253631.765625 Penalty: 2588.124512
	Iteration 29Q: 3 clusters Score -253631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -253634.296875 Penalty: 2588.124512
	Iteration 30Q: 3 clusters Score -253634.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -253638.296875 Penalty: 2588.124512
	Iteration 31Q: 3 clusters Score -253638.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -253644.593750 Penalty: 2588.124512
	Iteration 32Q: 3 clusters Score -253644.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -253652.515625 Penalty: 2588.124512
	Iteration 33Q: 3 clusters Score -253652.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -253656.031250 Penalty: 2588.124512
	Iteration 34Q: 3 clusters Score -253656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -253657.453125 Penalty: 2588.124512
	Iteration 35Q: 3 clusters Score -253657.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -253657.890625 Penalty: 2588.124512
	Iteration 36Q: 3 clusters Score -253657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -253658.781250 Penalty: 2588.124512
	Iteration 37Q: 3 clusters Score -253658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253658.921875 Penalty: 2588.124512
	Iteration 38Q: 3 clusters Score -253658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -253658.921875 Penalty: 2588.124512
	Iteration 39F: 3 clusters Score -253658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Entering Unmasked Estep 
Score: -474953.656250 Penalty: 1388.720947
	Iteration 0F: 2 clusters Score -474953.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -470877.406250 Penalty: 2777.441895
	Iteration 0F: 3 clusters Score -470877.4 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -472013.281250 Penalty: 2777.441895
	Iteration 1F: 3 clusters Score -472013.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -472187.500000 Penalty: 2777.441895
	Iteration 2F: 3 clusters Score -472187.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -472281.750000 Penalty: 2777.441895
	Iteration 3Q: 3 clusters Score -472281.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -472355.937500 Penalty: 2777.441895
	Iteration 4Q: 3 clusters Score -472355.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -472422.968750 Penalty: 2777.441895
	Iteration 5Q: 3 clusters Score -472423 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -472478.906250 Penalty: 2777.441895
	Iteration 6Q: 3 clusters Score -472478.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -472530.812500 Penalty: 2777.441895
	Iteration 7Q: 3 clusters Score -472530.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -472579.031250 Penalty: 2777.441895
	Iteration 8Q: 3 clusters Score -472579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -472621.218750 Penalty: 2777.441895
	Iteration 9Q: 3 clusters Score -472621.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -472660.218750 Penalty: 2777.441895
	Iteration 10Q: 3 clusters Score -472660.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -472701.406250 Penalty: 2777.441895
	Iteration 11Q: 3 clusters Score -472701.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -472749.062500 Penalty: 2777.441895
	Iteration 12Q: 3 clusters Score -472749.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -472789.593750 Penalty: 2777.441895
	Iteration 13Q: 3 clusters Score -472789.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -472821.968750 Penalty: 2777.441895
	Iteration 14Q: 3 clusters Score -472822 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -472852.312500 Penalty: 2777.441895
	Iteration 15Q: 3 clusters Score -472852.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -472879.562500 Penalty: 2777.441895
	Iteration 16Q: 3 clusters Score -472879.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -472908.500000 Penalty: 2777.441895
	Iteration 17Q: 3 clusters Score -472908.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -472933.437500 Penalty: 2777.441895
	Iteration 18Q: 3 clusters Score -472933.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -472950.843750 Penalty: 2777.441895
	Iteration 19Q: 3 clusters Score -472950.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -472967.343750 Penalty: 2777.441895
	Iteration 20F: 3 clusters Score -472967.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -472985.312500 Penalty: 2777.441895
	Iteration 21Q: 3 clusters Score -472985.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -473003.750000 Penalty: 2777.441895
	Iteration 22Q: 3 clusters Score -473003.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -473018.375000 Penalty: 2777.441895
	Iteration 23Q: 3 clusters Score -473018.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -473031.031250 Penalty: 2777.441895
	Iteration 24Q: 3 clusters Score -473031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -473039.812500 Penalty: 2777.441895
	Iteration 25Q: 3 clusters Score -473039.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -473053.343750 Penalty: 2777.441895
	Iteration 26Q: 3 clusters Score -473053.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -473063.125000 Penalty: 2777.441895
	Iteration 27Q: 3 clusters Score -473063.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -473070.906250 Penalty: 2777.441895
	Iteration 28Q: 3 clusters Score -473070.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -473079.343750 Penalty: 2777.441895
	Iteration 29Q: 3 clusters Score -473079.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -473089.062500 Penalty: 2777.441895
	Iteration 30Q: 3 clusters Score -473089.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -473096.593750 Penalty: 2777.441895
	Iteration 31Q: 3 clusters Score -473096.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -473101.125000 Penalty: 2777.441895
	Iteration 32Q: 3 clusters Score -473101.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -473105.781250 Penalty: 2777.441895
	Iteration 33Q: 3 clusters Score -473105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -473108.500000 Penalty: 2777.441895
	Iteration 34Q: 3 clusters Score -473108.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -473112.406250 Penalty: 2777.441895
	Iteration 35Q: 3 clusters Score -473112.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -473116.812500 Penalty: 2777.441895
	Iteration 36Q: 3 clusters Score -473116.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -473120.406250 Penalty: 2777.441895
	Iteration 37Q: 3 clusters Score -473120.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -473124.718750 Penalty: 2777.441895
	Iteration 38Q: 3 clusters Score -473124.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -473126.812500 Penalty: 2777.441895
	Iteration 39Q: 3 clusters Score -473126.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -473129.062500 Penalty: 2777.441895
	Iteration 40F: 3 clusters Score -473129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -473128.937500 Penalty: 2777.441895
	Iteration 41Q: 3 clusters Score -473128.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -473129.250000 Penalty: 2777.441895
	Iteration 42Q: 3 clusters Score -473129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -473129.875000 Penalty: 2777.441895
	Iteration 43Q: 3 clusters Score -473129.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -473131.281250 Penalty: 2777.441895
	Iteration 44Q: 3 clusters Score -473131.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -473132.406250 Penalty: 2777.441895
	Iteration 45Q: 3 clusters Score -473132.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -473133.812500 Penalty: 2777.441895
	Iteration 46Q: 3 clusters Score -473133.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -473135.968750 Penalty: 2777.441895
	Iteration 47Q: 3 clusters Score -473136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -473138.875000 Penalty: 2777.441895
	Iteration 48Q: 3 clusters Score -473138.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -473140.500000 Penalty: 2777.441895
	Iteration 49Q: 3 clusters Score -473140.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -473142.812500 Penalty: 2777.441895
	Iteration 50Q: 3 clusters Score -473142.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -473143.468750 Penalty: 2777.441895
	Iteration 51Q: 3 clusters Score -473143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -473146.843750 Penalty: 2777.441895
	Iteration 52Q: 3 clusters Score -473146.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -473146.343750 Penalty: 2777.441895
	Iteration 53Q: 3 clusters Score -473146.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -473147.812500 Penalty: 2777.441895
	Iteration 54Q: 3 clusters Score -473147.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -473149.687500 Penalty: 2777.441895
	Iteration 55Q: 3 clusters Score -473149.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -473152.406250 Penalty: 2777.441895
	Iteration 56Q: 3 clusters Score -473152.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -473155.593750 Penalty: 2777.441895
	Iteration 57Q: 3 clusters Score -473155.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -473158.625000 Penalty: 2777.441895
	Iteration 58Q: 3 clusters Score -473158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -473161.250000 Penalty: 2777.441895
	Iteration 59Q: 3 clusters Score -473161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -473161.562500 Penalty: 2777.441895
	Iteration 60F: 3 clusters Score -473161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -473163.250000 Penalty: 2777.441895
	Iteration 61Q: 3 clusters Score -473163.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -473163.531250 Penalty: 2777.441895
	Iteration 62Q: 3 clusters Score -473163.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -473164.437500 Penalty: 2777.441895
	Iteration 63Q: 3 clusters Score -473164.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -473164.531250 Penalty: 2777.441895
	Iteration 64Q: 3 clusters Score -473164.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -473165.718750 Penalty: 2777.441895
	Iteration 65Q: 3 clusters Score -473165.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -473166.656250 Penalty: 2777.441895
	Iteration 66Q: 3 clusters Score -473166.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -473167.968750 Penalty: 2777.441895
	Iteration 67Q: 3 clusters Score -473168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -473170.125000 Penalty: 2777.441895
	Iteration 68Q: 3 clusters Score -473170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -473171.218750 Penalty: 2777.441895
	Iteration 69Q: 3 clusters Score -473171.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -473172.062500 Penalty: 2777.441895
	Iteration 70Q: 3 clusters Score -473172.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -473173.000000 Penalty: 2777.441895
	Iteration 71Q: 3 clusters Score -473173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -473175.156250 Penalty: 2777.441895
	Iteration 72Q: 3 clusters Score -473175.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -473176.312500 Penalty: 2777.441895
	Iteration 73Q: 3 clusters Score -473176.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -473176.500000 Penalty: 2777.441895
	Iteration 74Q: 3 clusters Score -473176.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -473179.187500 Penalty: 2777.441895
	Iteration 75Q: 3 clusters Score -473179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -473179.187500 Penalty: 2777.441895
	Iteration 76F: 3 clusters Score -473179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 23658 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16392 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 3476 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7241 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815118.000000 Penalty: 42822.269531
Iteration 359Q: 22 clusters Score -2.481512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 23654 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16393 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31268 members 
Mstep: Class 12 contains 3481 members 
Mstep: Class 13 contains 14328 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 6440 members 
Mstep: Class 16 contains 69957 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7250 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815112.000000 Penalty: 42822.269531
Iteration 360F: 22 clusters Score -2.481511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 23651 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16394 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31257 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 30339 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 69961 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7255 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815110.000000 Penalty: 42822.269531
Iteration 361Q: 22 clusters Score -2.481511e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 23644 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8219 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16396 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31248 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 14316 members 
Mstep: Class 14 contains 30342 members 
Mstep: Class 15 contains 6443 members 
Mstep: Class 16 contains 69966 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7258 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815148.000000 Penalty: 42822.269531
Iteration 362Q: 22 clusters Score -2.481515e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 23642 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8218 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31243 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 14307 members 
Mstep: Class 14 contains 30341 members 
Mstep: Class 15 contains 6444 members 
Mstep: Class 16 contains 69967 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2875 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815126.000000 Penalty: 42822.269531
Iteration 363Q: 22 clusters Score -2.481513e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 23636 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8220 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 16397 members 
Mstep: Class 9 contains 5344 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31238 members 
Mstep: Class 12 contains 3483 members 
Mstep: Class 13 contains 14303 members 
Mstep: Class 14 contains 30341 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 69966 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7273 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815118.000000 Penalty: 42822.269531
Iteration 364Q: 22 clusters Score -2.481512e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 23637 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8219 members 
Mstep: Class 7 contains 10604 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5342 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31235 members 
Mstep: Class 12 contains 3484 members 
Mstep: Class 13 contains 14299 members 
Mstep: Class 14 contains 30337 members 
Mstep: Class 15 contains 6441 members 
Mstep: Class 16 contains 69963 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7278 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2881 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815128.000000 Penalty: 42822.269531
Iteration 365Q: 22 clusters Score -2.481513e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23632 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8220 members 
Mstep: Class 7 contains 10604 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31235 members 
Mstep: Class 12 contains 3485 members 
Mstep: Class 13 contains 14291 members 
Mstep: Class 14 contains 30338 members 
Mstep: Class 15 contains 6438 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815136.000000 Penalty: 42822.269531
Iteration 366Q: 22 clusters Score -2.481514e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 23627 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8220 members 
Mstep: Class 7 contains 10604 members 
Mstep: Class 8 contains 16398 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31234 members 
Mstep: Class 12 contains 3486 members 
Mstep: Class 13 contains 14288 members 
Mstep: Class 14 contains 30344 members 
Mstep: Class 15 contains 6446 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7284 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815100.000000 Penalty: 42822.269531
Iteration 367Q: 22 clusters Score -2.48151e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 23622 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8222 members 
Mstep: Class 7 contains 10604 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 5341 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31232 members 
Mstep: Class 12 contains 3490 members 
Mstep: Class 13 contains 14282 members 
Mstep: Class 14 contains 30345 members 
Mstep: Class 15 contains 6448 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7287 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2885 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815114.000000 Penalty: 42822.269531
Iteration 368Q: 22 clusters Score -2.481511e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 23617 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16402 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31231 members 
Mstep: Class 12 contains 3492 members 
Mstep: Class 13 contains 14278 members 
Mstep: Class 14 contains 30350 members 
Mstep: Class 15 contains 6450 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7290 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815118.000000 Penalty: 42822.269531
Iteration 369Q: 22 clusters Score -2.481512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 23608 members 
Mstep: Class 3 contains 4313 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 16405 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31230 members 
Mstep: Class 12 contains 3496 members 
Mstep: Class 13 contains 14274 members 
Mstep: Class 14 contains 30353 members 
Mstep: Class 15 contains 6457 members 
Mstep: Class 16 contains 69960 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 19 contains 4253 members 
Mstep: Class 20 contains 2882 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815068.000000 Penalty: 42822.269531
Iteration 370Q: 22 clusters Score -2.481507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23599 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8232 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 16409 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31229 members 
Mstep: Class 12 contains 3499 members 
Mstep: Class 13 contains 14267 members 
Mstep: Class 14 contains 30358 members 
Mstep: Class 15 contains 6454 members 
Mstep: Class 16 contains 69955 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 2883 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815074.000000 Penalty: 42822.269531
Iteration 371Q: 22 clusters Score -2.481507e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 23590 members 
Mstep: Class 3 contains 4317 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8235 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 16411 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31227 members 
Mstep: Class 12 contains 3501 members 
Mstep: Class 13 contains 14257 members 
Mstep: Class 14 contains 30358 members 
Mstep: Class 15 contains 6462 members 
Mstep: Class 16 contains 69955 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 2884 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815116.000000 Penalty: 42822.269531
Iteration 372Q: 22 clusters Score -2.481512e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 23581 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8237 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 16407 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31227 members 
Mstep: Class 12 contains 3502 members 
Mstep: Class 13 contains 14256 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6468 members 
Mstep: Class 16 contains 69953 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7295 members 
Mstep: Class 19 contains 4251 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815102.000000 Penalty: 42822.269531
Iteration 373Q: 22 clusters Score -2.48151e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 23572 members 
Mstep: Class 3 contains 4316 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8238 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 16408 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31226 members 
Mstep: Class 12 contains 3506 members 
Mstep: Class 13 contains 14254 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 69950 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7296 members 
Mstep: Class 19 contains 4250 members 
Mstep: Class 20 contains 2886 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815128.000000 Penalty: 42822.269531
Iteration 374Q: 22 clusters Score -2.481513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 23562 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 16410 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31225 members 
Mstep: Class 12 contains 3508 members 
Mstep: Class 13 contains 14254 members 
Mstep: Class 14 contains 30367 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 69951 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 4249 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815130.000000 Penalty: 42822.269531
Iteration 375Q: 22 clusters Score -2.481513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 23557 members 
Mstep: Class 3 contains 4312 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16411 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 31220 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 14246 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6470 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7301 members 
Mstep: Class 19 contains 4252 members 
Mstep: Class 20 contains 2889 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815170.000000 Penalty: 42822.269531
Iteration 376Q: 22 clusters Score -2.481517e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23550 members 
Mstep: Class 3 contains 4310 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16413 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 31219 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14244 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 69955 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815174.000000 Penalty: 42822.269531
Iteration 377Q: 22 clusters Score -2.481517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 23537 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10600 members 
Mstep: Class 8 contains 16413 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31216 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14245 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6478 members 
Mstep: Class 16 contains 69956 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7303 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 2890 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815172.000000 Penalty: 42822.269531
Iteration 378Q: 22 clusters Score -2.481517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 23524 members 
Mstep: Class 3 contains 4311 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 16414 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31216 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14242 members 
Mstep: Class 14 contains 30362 members 
Mstep: Class 15 contains 6479 members 
Mstep: Class 16 contains 69959 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7306 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 2895 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815172.000000 Penalty: 42822.269531
Iteration 379Q: 22 clusters Score -2.481517e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 23510 members 
Mstep: Class 3 contains 4309 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16414 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31214 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14239 members 
Mstep: Class 14 contains 30364 members 
Mstep: Class 15 contains 6495 members 
Mstep: Class 16 contains 69958 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 2897 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815212.000000 Penalty: 42822.269531
Iteration 380F: 22 clusters Score -2.481521e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 23498 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16416 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31212 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14234 members 
Mstep: Class 14 contains 30365 members 
Mstep: Class 15 contains 6508 members 
Mstep: Class 16 contains 69960 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7310 members 
Mstep: Class 19 contains 4258 members 
Mstep: Class 20 contains 2900 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815218.000000 Penalty: 42822.269531
Iteration 381Q: 22 clusters Score -2.481522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 23491 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16418 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31212 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14231 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6517 members 
Mstep: Class 16 contains 69959 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7311 members 
Mstep: Class 19 contains 4258 members 
Mstep: Class 20 contains 2904 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815274.000000 Penalty: 42822.269531
Iteration 382Q: 22 clusters Score -2.481527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 23487 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16420 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31210 members 
Mstep: Class 12 contains 3518 members 
Mstep: Class 13 contains 14233 members 
Mstep: Class 14 contains 30367 members 
Mstep: Class 15 contains 6522 members 
Mstep: Class 16 contains 69959 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7316 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 2907 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815220.000000 Penalty: 42822.269531
Iteration 383Q: 22 clusters Score -2.481522e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 23478 members 
Mstep: Class 3 contains 4301 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16422 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31208 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14229 members 
Mstep: Class 14 contains 30367 members 
Mstep: Class 15 contains 6539 members 
Mstep: Class 16 contains 69960 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7320 members 
Mstep: Class 19 contains 4257 members 
Mstep: Class 20 contains 2913 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815246.000000 Penalty: 42822.269531
Iteration 384Q: 22 clusters Score -2.481525e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 23469 members 
Mstep: Class 3 contains 4299 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16422 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31211 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14216 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6564 members 
Mstep: Class 16 contains 69958 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 2916 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815288.000000 Penalty: 42822.269531
Iteration 385Q: 22 clusters Score -2.481529e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23451 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8242 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16424 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31211 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 14203 members 
Mstep: Class 14 contains 30368 members 
Mstep: Class 15 contains 6586 members 
Mstep: Class 16 contains 69960 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2920 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815322.000000 Penalty: 42822.269531
Iteration 386Q: 22 clusters Score -2.481532e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 23438 members 
Mstep: Class 3 contains 4297 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8243 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 16426 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31206 members 
Mstep: Class 12 contains 3512 members 
Mstep: Class 13 contains 14189 members 
Mstep: Class 14 contains 30370 members 
Mstep: Class 15 contains 6613 members 
Mstep: Class 16 contains 69957 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815312.000000 Penalty: 42822.269531
Iteration 387Q: 22 clusters Score -2.481531e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 23416 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8246 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31207 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14181 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 6635 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 2927 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815310.000000 Penalty: 42822.269531
Iteration 388Q: 22 clusters Score -2.481531e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 23395 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8249 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16427 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31205 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14169 members 
Mstep: Class 14 contains 30367 members 
Mstep: Class 15 contains 6657 members 
Mstep: Class 16 contains 69968 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7324 members 
Mstep: Class 19 contains 4255 members 
Mstep: Class 20 contains 2931 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815334.000000 Penalty: 42822.269531
Iteration 389Q: 22 clusters Score -2.481533e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 23376 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16430 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 14162 members 
Mstep: Class 14 contains 30365 members 
Mstep: Class 15 contains 6673 members 
Mstep: Class 16 contains 69979 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 2932 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815330.000000 Penalty: 42822.269531
Iteration 390Q: 22 clusters Score -2.481533e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 23338 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16431 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14151 members 
Mstep: Class 14 contains 30363 members 
Mstep: Class 15 contains 6698 members 
Mstep: Class 16 contains 69985 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7325 members 
Mstep: Class 19 contains 4256 members 
Mstep: Class 20 contains 2933 members 
Mstep: Class 21 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815330.000000 Penalty: 42822.269531
Iteration 391Q: 22 clusters Score -2.481533e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 23305 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8251 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16434 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31189 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14139 members 
Mstep: Class 14 contains 30356 members 
Mstep: Class 15 contains 6723 members 
Mstep: Class 16 contains 69992 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 4258 members 
Mstep: Class 20 contains 2937 members 
Mstep: Class 21 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815346.000000 Penalty: 42822.269531
Iteration 392Q: 22 clusters Score -2.481535e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 23260 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8248 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 5340 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 6743 members 
Mstep: Class 16 contains 70009 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 4263 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815378.000000 Penalty: 42822.269531
Iteration 393Q: 22 clusters Score -2.481538e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 23214 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8241 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16436 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31192 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14140 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 6757 members 
Mstep: Class 16 contains 70022 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7323 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 2940 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815396.000000 Penalty: 42822.269531
Iteration 394Q: 22 clusters Score -2.48154e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23182 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8236 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 16438 members 
Mstep: Class 9 contains 5339 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31194 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14132 members 
Mstep: Class 14 contains 30346 members 
Mstep: Class 15 contains 6773 members 
Mstep: Class 16 contains 70038 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7327 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 2942 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815418.000000 Penalty: 42822.269531
Iteration 395Q: 22 clusters Score -2.481542e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 23168 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8234 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16438 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 14127 members 
Mstep: Class 14 contains 30346 members 
Mstep: Class 15 contains 6785 members 
Mstep: Class 16 contains 70041 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7332 members 
Mstep: Class 19 contains 4267 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815442.000000 Penalty: 42822.269531
Iteration 396Q: 22 clusters Score -2.481544e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 23151 members 
Mstep: Class 3 contains 4293 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8227 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16441 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31198 members 
Mstep: Class 12 contains 3515 members 
Mstep: Class 13 contains 14117 members 
Mstep: Class 14 contains 30349 members 
Mstep: Class 15 contains 6802 members 
Mstep: Class 16 contains 70041 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 2945 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815382.000000 Penalty: 42822.269531
Iteration 397Q: 22 clusters Score -2.481538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 23131 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 16444 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31200 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 14104 members 
Mstep: Class 14 contains 30351 members 
Mstep: Class 15 contains 6816 members 
Mstep: Class 16 contains 70044 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 4269 members 
Mstep: Class 20 contains 2949 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815388.000000 Penalty: 42822.269531
Iteration 398Q: 22 clusters Score -2.481539e+07 nChanged 91
Entering ConstructFrom: 
Score: -24815388.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (21818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Entering Unmasked Estep 
Score: -1970509.625000 Penalty: 1623.454834
	Iteration 0F: 2 clusters Score -1970510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1955755.625000 Penalty: 3246.909668
	Iteration 0F: 3 clusters Score -1955756 nChanged 9880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1961475.500000 Penalty: 3246.909668
	Iteration 1F: 3 clusters Score -1961476 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -1962168.000000 Penalty: 3246.909668
	Iteration 2F: 3 clusters Score -1962168 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1963060.875000 Penalty: 3246.909668
	Iteration 3F: 3 clusters Score -1963061 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1964128.250000 Penalty: 3246.909668
	Iteration 4F: 3 clusters Score -1964128 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1965451.750000 Penalty: 3246.909668
	Iteration 5F: 3 clusters Score -1965452 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1966740.000000 Penalty: 3246.909668
	Iteration 6F: 3 clusters Score -1966740 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -1967685.875000 Penalty: 3246.909668
	Iteration 7Q: 3 clusters Score -1967686 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1968309.875000 Penalty: 3246.909668
	Iteration 8Q: 3 clusters Score -1968310 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -1968728.125000 Penalty: 3246.909668
	Iteration 9Q: 3 clusters Score -1968728 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -1968947.750000 Penalty: 3246.909668
	Iteration 10Q: 3 clusters Score -1968948 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1969088.125000 Penalty: 3246.909668
	Iteration 11Q: 3 clusters Score -1969088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -1969167.875000 Penalty: 3246.909668
	Iteration 12Q: 3 clusters Score -1969168 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -1969221.375000 Penalty: 3246.909668
	Iteration 13Q: 3 clusters Score -1969221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -1969276.250000 Penalty: 3246.909668
	Iteration 14Q: 3 clusters Score -1969276 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1969311.125000 Penalty: 3246.909668
	Iteration 15Q: 3 clusters Score -1969311 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1969326.625000 Penalty: 3246.909668
	Iteration 16Q: 3 clusters Score -1969327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -1969337.500000 Penalty: 3246.909668
	Iteration 17Q: 3 clusters Score -1969338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -1969353.125000 Penalty: 3246.909668
	Iteration 18Q: 3 clusters Score -1969353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -1969375.500000 Penalty: 3246.909668
	Iteration 19Q: 3 clusters Score -1969376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -1969393.500000 Penalty: 3246.909668
	Iteration 20F: 3 clusters Score -1969394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -1969405.750000 Penalty: 3246.909668
	Iteration 21Q: 3 clusters Score -1969406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -1969418.000000 Penalty: 3246.909668
	Iteration 22Q: 3 clusters Score -1969418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -1969425.500000 Penalty: 3246.909668
	Iteration 23Q: 3 clusters Score -1969426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -1969428.250000 Penalty: 3246.909668
	Iteration 24Q: 3 clusters Score -1969428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -1969431.000000 Penalty: 3246.909668
	Iteration 25Q: 3 clusters Score -1969431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1969435.000000 Penalty: 3246.909668
	Iteration 26Q: 3 clusters Score -1969435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -1969439.125000 Penalty: 3246.909668
	Iteration 27Q: 3 clusters Score -1969439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -1969442.125000 Penalty: 3246.909668
	Iteration 28Q: 3 clusters Score -1969442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -1969445.500000 Penalty: 3246.909668
	Iteration 29Q: 3 clusters Score -1969446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -1969443.625000 Penalty: 3246.909668
	Iteration 30Q: 3 clusters Score -1969444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -1969443.750000 Penalty: 3246.909668
	Iteration 31Q: 3 clusters Score -1969444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -1969444.250000 Penalty: 3246.909668
	Iteration 32Q: 3 clusters Score -1969444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1969445.000000 Penalty: 3246.909668
	Iteration 33Q: 3 clusters Score -1969445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1969446.000000 Penalty: 3246.909668
	Iteration 34Q: 3 clusters Score -1969446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -1969446.000000 Penalty: 3246.909668
	Iteration 35F: 3 clusters Score -1969446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Entering Unmasked Estep 
Score: -2135012.500000 Penalty: 1632.873657
	Iteration 0F: 2 clusters Score -2135012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -2119329.250000 Penalty: 3265.747314
	Iteration 0F: 3 clusters Score -2119329 nChanged 10549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2125180.500000 Penalty: 3265.747314
	Iteration 1F: 3 clusters Score -2125180 nChanged 1126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -2125600 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2126044 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -2126564 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -2127225 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2128016 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2128854.250000 Penalty: 3265.747314
	Iteration 7F: 3 clusters Score -2128854 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2129643.250000 Penalty: 3265.747314
	Iteration 8F: 3 clusters Score -2129643 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2130392.500000 Penalty: 3265.747314
	Iteration 9Q: 3 clusters Score -2130392 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2131126.250000 Penalty: 3265.747314
	Iteration 10Q: 3 clusters Score -2131126 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2131743 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2132223 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2132544 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2132744 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2132879 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2132984.750000 Penalty: 3265.747314
	Iteration 16Q: 3 clusters Score -2132985 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -2133059.750000 Penalty: 3265.747314
	Iteration 17Q: 3 clusters Score -2133060 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -2133116.250000 Penalty: 3265.747314
	Iteration 18Q: 3 clusters Score -2133116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -2133164.750000 Penalty: 3265.747314
	Iteration 19Q: 3 clusters Score -2133165 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2133192.500000 Penalty: 3265.747314
	Iteration 20F: 3 clusters Score -2133192 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2133217.500000 Penalty: 3265.747314
	Iteration 21Q: 3 clusters Score -2133218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2133255.000000 Penalty: 3265.747314
	Iteration 22Q: 3 clusters Score -2133255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2133263.000000 Penalty: 3265.747314
	Iteration 23Q: 3 clusters Score -2133263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -2133275.750000 Penalty: 3265.747314
	Iteration 24Q: 3 clusters Score -2133276 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2133282.750000 Penalty: 3265.747314
	Iteration 25Q: 3 clusters Score -2133283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2133294.000000 Penalty: 3265.747314
	Iteration 26Q: 3 clusters Score -2133294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2133295.000000 Penalty: 3265.747314
	Iteration 27Q: 3 clusters Score -2133295 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2133301.000000 Penalty: 3265.747314
	Iteration 28Q: 3 clusters Score -2133301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2133299.250000 Penalty: 3265.747314
	Iteration 29Q: 3 clusters Score -2133299 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2133306.750000 Penalty: 3265.747314
	Iteration 30Q: 3 clusters Score -2133307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2133311.750000 Penalty: 3265.747314
	Iteration 31Q: 3 clusters Score -2133312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2133321.750000 Penalty: 3265.747314
	Iteration 32Q: 3 clusters Score -2133322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2133319.000000 Penalty: 3265.747314
	Iteration 33Q: 3 clusters Score -2133319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2133322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2133330.500000 Penalty: 3265.747314
	Iteration 35Q: 3 clusters Score -2133330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2133341.750000 Penalty: 3265.747314
	Iteration 36Q: 3 clusters Score -2133342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2133344.750000 Penalty: 3265.747314
	Iteration 37Q: 3 clusters Score -2133345 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2133343 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2133357.250000 Penalty: 3265.747314
	Iteration 39Q: 3 clusters Score -2133357 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -2133362.000000 Penalty: 3265.747314
	Iteration 40F: 3 clusters Score -2133362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2133363.000000 Penalty: 3265.747314
	Iteration 41Q: 3 clusters Score -2133363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2133367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2133380 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2133392.000000 Penalty: 3265.747314
	Iteration 44Q: 3 clusters Score -2133392 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -2133408.000000 Penalty: 3265.747314
	Iteration 45Q: 3 clusters Score -2133408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2133414.000000 Penalty: 3265.747314
	Iteration 46Q: 3 clusters Score -2133414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2133413.500000 Penalty: 3265.747314
	Iteration 47Q: 3 clusters Score -2133414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2133417.250000 Penalty: 3265.747314
	Iteration 48Q: 3 clusters Score -2133417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2133418.250000 Penalty: 3265.747314
	Iteration 49Q: 3 clusters Score -2133418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2133424.750000 Penalty: 3265.747314
	Iteration 50Q: 3 clusters Score -2133425 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2133430.000000 Penalty: 3265.747314
	Iteration 51Q: 3 clusters Score -2133430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2133434.500000 Penalty: 3265.747314
	Iteration 52Q: 3 clusters Score -2133434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2133439.750000 Penalty: 3265.747314
	Iteration 53Q: 3 clusters Score -2133440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2133442.500000 Penalty: 3265.747314
	Iteration 54Q: 3 clusters Score -2133442 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20600 members 
Mstep: Class 2 contains 2520 members 
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	Iteration 55Q: 3 clusters Score -2133442 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2133443.750000 Penalty: 3265.747314
	Iteration 56Q: 3 clusters Score -2133444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2133450.500000 Penalty: 3265.747314
	Iteration 57Q: 3 clusters Score -2133450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2133450.750000 Penalty: 3265.747314
	Iteration 58Q: 3 clusters Score -2133451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2133455.000000 Penalty: 3265.747314
	Iteration 59Q: 3 clusters Score -2133455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -2133457.250000 Penalty: 3265.747314
	Iteration 60F: 3 clusters Score -2133457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -2133463.500000 Penalty: 3265.747314
	Iteration 61Q: 3 clusters Score -2133464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2133466.250000 Penalty: 3265.747314
	Iteration 62Q: 3 clusters Score -2133466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -2133472.750000 Penalty: 3265.747314
	Iteration 63Q: 3 clusters Score -2133473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -2133469.250000 Penalty: 3265.747314
	Iteration 64Q: 3 clusters Score -2133469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2133473.250000 Penalty: 3265.747314
	Iteration 65Q: 3 clusters Score -2133473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2133472.750000 Penalty: 3265.747314
	Iteration 66Q: 3 clusters Score -2133473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2133471.250000 Penalty: 3265.747314
	Iteration 67Q: 3 clusters Score -2133471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -2133471.250000 Penalty: 3265.747314
	Iteration 68Q: 3 clusters Score -2133471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2133473.500000 Penalty: 3265.747314
	Iteration 69Q: 3 clusters Score -2133474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2133469.750000 Penalty: 3265.747314
	Iteration 70Q: 3 clusters Score -2133470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2133477.500000 Penalty: 3265.747314
	Iteration 71Q: 3 clusters Score -2133478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2133472.500000 Penalty: 3265.747314
	Iteration 72Q: 3 clusters Score -2133472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2133470.000000 Penalty: 3265.747314
	Iteration 73Q: 3 clusters Score -2133470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2133474.500000 Penalty: 3265.747314
	Iteration 74Q: 3 clusters Score -2133474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2133477.750000 Penalty: 3265.747314
	Iteration 75Q: 3 clusters Score -2133478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2133481.000000 Penalty: 3265.747314
	Iteration 76Q: 3 clusters Score -2133481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2133488.750000 Penalty: 3265.747314
	Iteration 77Q: 3 clusters Score -2133489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2133489.000000 Penalty: 3265.747314
	Iteration 78Q: 3 clusters Score -2133489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2133496.500000 Penalty: 3265.747314
	Iteration 79Q: 3 clusters Score -2133496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2133500.000000 Penalty: 3265.747314
	Iteration 80F: 3 clusters Score -2133500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2133504.000000 Penalty: 3265.747314
	Iteration 81Q: 3 clusters Score -2133504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2133505.500000 Penalty: 3265.747314
	Iteration 82Q: 3 clusters Score -2133506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2133506.750000 Penalty: 3265.747314
	Iteration 83Q: 3 clusters Score -2133507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2133506.250000 Penalty: 3265.747314
	Iteration 84Q: 3 clusters Score -2133506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2133510.250000 Penalty: 3265.747314
	Iteration 85Q: 3 clusters Score -2133510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2133513.500000 Penalty: 3265.747314
	Iteration 86Q: 3 clusters Score -2133514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2133511.250000 Penalty: 3265.747314
	Iteration 87Q: 3 clusters Score -2133511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2133514.750000 Penalty: 3265.747314
	Iteration 88Q: 3 clusters Score -2133515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2133512.500000 Penalty: 3265.747314
	Iteration 89Q: 3 clusters Score -2133512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2133514.250000 Penalty: 3265.747314
	Iteration 90Q: 3 clusters Score -2133514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2133514.750000 Penalty: 3265.747314
	Iteration 91Q: 3 clusters Score -2133515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2133516.000000 Penalty: 3265.747314
	Iteration 92Q: 3 clusters Score -2133516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2133516.750000 Penalty: 3265.747314
	Iteration 93Q: 3 clusters Score -2133517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2133518.750000 Penalty: 3265.747314
	Iteration 94Q: 3 clusters Score -2133519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2133525.500000 Penalty: 3265.747314
	Iteration 95Q: 3 clusters Score -2133526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2133527.500000 Penalty: 3265.747314
	Iteration 96Q: 3 clusters Score -2133528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2133533.500000 Penalty: 3265.747314
	Iteration 97Q: 3 clusters Score -2133534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2133537.250000 Penalty: 3265.747314
	Iteration 98Q: 3 clusters Score -2133537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2133541.750000 Penalty: 3265.747314
	Iteration 99Q: 3 clusters Score -2133542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2133542.750000 Penalty: 3265.747314
	Iteration 100F: 3 clusters Score -2133543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2133544.250000 Penalty: 3265.747314
	Iteration 101Q: 3 clusters Score -2133544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2133546.750000 Penalty: 3265.747314
	Iteration 102Q: 3 clusters Score -2133547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2133552.250000 Penalty: 3265.747314
	Iteration 103Q: 3 clusters Score -2133552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2133556.000000 Penalty: 3265.747314
	Iteration 104Q: 3 clusters Score -2133556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2133559.500000 Penalty: 3265.747314
	Iteration 105Q: 3 clusters Score -2133560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2133561.250000 Penalty: 3265.747314
	Iteration 106Q: 3 clusters Score -2133561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2133563.500000 Penalty: 3265.747314
	Iteration 107Q: 3 clusters Score -2133564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2133560.000000 Penalty: 3265.747314
	Iteration 108Q: 3 clusters Score -2133560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2133558.750000 Penalty: 3265.747314
	Iteration 109Q: 3 clusters Score -2133559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2133561.750000 Penalty: 3265.747314
	Iteration 110Q: 3 clusters Score -2133562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2133562.000000 Penalty: 3265.747314
	Iteration 111Q: 3 clusters Score -2133562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2133563.500000 Penalty: 3265.747314
	Iteration 112Q: 3 clusters Score -2133564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2133565.000000 Penalty: 3265.747314
	Iteration 113Q: 3 clusters Score -2133565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2133564.250000 Penalty: 3265.747314
	Iteration 114Q: 3 clusters Score -2133564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2133568.500000 Penalty: 3265.747314
	Iteration 115Q: 3 clusters Score -2133568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2133570.250000 Penalty: 3265.747314
	Iteration 116Q: 3 clusters Score -2133570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2133573.000000 Penalty: 3265.747314
	Iteration 117Q: 3 clusters Score -2133573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2133574.500000 Penalty: 3265.747314
	Iteration 118Q: 3 clusters Score -2133574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2133575.750000 Penalty: 3265.747314
	Iteration 119Q: 3 clusters Score -2133576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2133575.000000 Penalty: 3265.747314
	Iteration 120F: 3 clusters Score -2133575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2133577.500000 Penalty: 3265.747314
	Iteration 121Q: 3 clusters Score -2133578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2133574.000000 Penalty: 3265.747314
	Iteration 122Q: 3 clusters Score -2133574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2133576.250000 Penalty: 3265.747314
	Iteration 123Q: 3 clusters Score -2133576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2133576.750000 Penalty: 3265.747314
	Iteration 124Q: 3 clusters Score -2133577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2133576.750000 Penalty: 3265.747314
	Iteration 125F: 3 clusters Score -2133577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -344640.656250 Penalty: 1359.156860
	Iteration 0F: 2 clusters Score -344640.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -341188.781250 Penalty: 2718.313721
	Iteration 0F: 3 clusters Score -341188.8 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -342385.812500 Penalty: 2718.313721
	Iteration 1F: 3 clusters Score -342385.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -342701.093750 Penalty: 2718.313721
	Iteration 2F: 3 clusters Score -342701.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -342939.937500 Penalty: 2718.313721
	Iteration 3F: 3 clusters Score -342939.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -343186.156250 Penalty: 2718.313721
	Iteration 4F: 3 clusters Score -343186.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -343391.562500 Penalty: 2718.313721
	Iteration 5F: 3 clusters Score -343391.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -343532.656250 Penalty: 2718.313721
	Iteration 6Q: 3 clusters Score -343532.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -343648.968750 Penalty: 2718.313721
	Iteration 7Q: 3 clusters Score -343649 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -343723.593750 Penalty: 2718.313721
	Iteration 8Q: 3 clusters Score -343723.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -343767.656250 Penalty: 2718.313721
	Iteration 9Q: 3 clusters Score -343767.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -343808.750000 Penalty: 2718.313721
	Iteration 10Q: 3 clusters Score -343808.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -343846.781250 Penalty: 2718.313721
	Iteration 11Q: 3 clusters Score -343846.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -343872.843750 Penalty: 2718.313721
	Iteration 12Q: 3 clusters Score -343872.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -343892.562500 Penalty: 2718.313721
	Iteration 13Q: 3 clusters Score -343892.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -343907.250000 Penalty: 2718.313721
	Iteration 14Q: 3 clusters Score -343907.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -343921.906250 Penalty: 2718.313721
	Iteration 15Q: 3 clusters Score -343921.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -343934.218750 Penalty: 2718.313721
	Iteration 16Q: 3 clusters Score -343934.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -343943.750000 Penalty: 2718.313721
	Iteration 17Q: 3 clusters Score -343943.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -343952.625000 Penalty: 2718.313721
	Iteration 18Q: 3 clusters Score -343952.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -343965.750000 Penalty: 2718.313721
	Iteration 19Q: 3 clusters Score -343965.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -343976.562500 Penalty: 2718.313721
	Iteration 20F: 3 clusters Score -343976.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -343981.187500 Penalty: 2718.313721
	Iteration 21Q: 3 clusters Score -343981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -343982.468750 Penalty: 2718.313721
	Iteration 22Q: 3 clusters Score -343982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -343983.468750 Penalty: 2718.313721
	Iteration 23Q: 3 clusters Score -343983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -343984.250000 Penalty: 2718.313721
	Iteration 24Q: 3 clusters Score -343984.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -343985.656250 Penalty: 2718.313721
	Iteration 25Q: 3 clusters Score -343985.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -343988.500000 Penalty: 2718.313721
	Iteration 26Q: 3 clusters Score -343988.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -343989.906250 Penalty: 2718.313721
	Iteration 27Q: 3 clusters Score -343989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -343992.500000 Penalty: 2718.313721
	Iteration 28Q: 3 clusters Score -343992.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -343993.875000 Penalty: 2718.313721
	Iteration 29Q: 3 clusters Score -343993.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -343996.125000 Penalty: 2718.313721
	Iteration 30Q: 3 clusters Score -343996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -343997.125000 Penalty: 2718.313721
	Iteration 31Q: 3 clusters Score -343997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -344000.062500 Penalty: 2718.313721
	Iteration 32Q: 3 clusters Score -344000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -344001.531250 Penalty: 2718.313721
	Iteration 33Q: 3 clusters Score -344001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -344002.343750 Penalty: 2718.313721
	Iteration 34Q: 3 clusters Score -344002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -344003.187500 Penalty: 2718.313721
	Iteration 35Q: 3 clusters Score -344003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -344003.125000 Penalty: 2718.313721
	Iteration 36Q: 3 clusters Score -344003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -344004.687500 Penalty: 2718.313721
	Iteration 37Q: 3 clusters Score -344004.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -344005.312500 Penalty: 2718.313721
	Iteration 38Q: 3 clusters Score -344005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -344008.625000 Penalty: 2718.313721
	Iteration 39Q: 3 clusters Score -344008.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -344009.687500 Penalty: 2718.313721
	Iteration 40F: 3 clusters Score -344009.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -344011.281250 Penalty: 2718.313721
	Iteration 41Q: 3 clusters Score -344011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -344011.031250 Penalty: 2718.313721
	Iteration 42Q: 3 clusters Score -344011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -344012.687500 Penalty: 2718.313721
	Iteration 43Q: 3 clusters Score -344012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -344014.031250 Penalty: 2718.313721
	Iteration 44Q: 3 clusters Score -344014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -344017.187500 Penalty: 2718.313721
	Iteration 45Q: 3 clusters Score -344017.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -344018.812500 Penalty: 2718.313721
	Iteration 46Q: 3 clusters Score -344018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -344019.375000 Penalty: 2718.313721
	Iteration 47Q: 3 clusters Score -344019.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -344019.375000 Penalty: 2718.313721
	Iteration 48F: 3 clusters Score -344019.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Entering Unmasked Estep 
Score: -447327.218750 Penalty: 1381.554932
	Iteration 0F: 2 clusters Score -447327.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -443335.968750 Penalty: 2763.109863
	Iteration 0F: 3 clusters Score -443336 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -444424.218750 Penalty: 2763.109863
	Iteration 1F: 3 clusters Score -444424.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -444608.750000 Penalty: 2763.109863
	Iteration 2F: 3 clusters Score -444608.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -444765.250000 Penalty: 2763.109863
	Iteration 3F: 3 clusters Score -444765.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -444888.656250 Penalty: 2763.109863
	Iteration 4Q: 3 clusters Score -444888.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -444984.500000 Penalty: 2763.109863
	Iteration 5Q: 3 clusters Score -444984.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -445071.406250 Penalty: 2763.109863
	Iteration 6Q: 3 clusters Score -445071.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -445158.187500 Penalty: 2763.109863
	Iteration 7Q: 3 clusters Score -445158.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -445280.781250 Penalty: 2763.109863
	Iteration 8Q: 3 clusters Score -445280.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -445427.593750 Penalty: 2763.109863
	Iteration 9Q: 3 clusters Score -445427.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -445577.812500 Penalty: 2763.109863
	Iteration 10Q: 3 clusters Score -445577.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -445698.156250 Penalty: 2763.109863
	Iteration 11Q: 3 clusters Score -445698.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -445774.812500 Penalty: 2763.109863
	Iteration 12Q: 3 clusters Score -445774.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -445817.843750 Penalty: 2763.109863
	Iteration 13Q: 3 clusters Score -445817.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -445848.125000 Penalty: 2763.109863
	Iteration 14Q: 3 clusters Score -445848.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -445872.687500 Penalty: 2763.109863
	Iteration 15Q: 3 clusters Score -445872.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -445893.218750 Penalty: 2763.109863
	Iteration 16Q: 3 clusters Score -445893.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -445907.812500 Penalty: 2763.109863
	Iteration 17Q: 3 clusters Score -445907.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -445916.750000 Penalty: 2763.109863
	Iteration 18Q: 3 clusters Score -445916.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -445926.468750 Penalty: 2763.109863
	Iteration 19Q: 3 clusters Score -445926.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -445931.312500 Penalty: 2763.109863
	Iteration 20F: 3 clusters Score -445931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -445933.468750 Penalty: 2763.109863
	Iteration 21Q: 3 clusters Score -445933.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -445936.718750 Penalty: 2763.109863
	Iteration 22Q: 3 clusters Score -445936.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -445940.656250 Penalty: 2763.109863
	Iteration 23Q: 3 clusters Score -445940.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -445944.968750 Penalty: 2763.109863
	Iteration 24Q: 3 clusters Score -445945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -445950.500000 Penalty: 2763.109863
	Iteration 25Q: 3 clusters Score -445950.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -445953.781250 Penalty: 2763.109863
	Iteration 26Q: 3 clusters Score -445953.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -445954.031250 Penalty: 2763.109863
	Iteration 27Q: 3 clusters Score -445954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -445954.625000 Penalty: 2763.109863
	Iteration 28Q: 3 clusters Score -445954.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -445957.156250 Penalty: 2763.109863
	Iteration 29Q: 3 clusters Score -445957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -445956.937500 Penalty: 2763.109863
	Iteration 30Q: 3 clusters Score -445956.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -445956.937500 Penalty: 2763.109863
	Iteration 31F: 3 clusters Score -445956.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -102508.273438 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -102508.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -100890.078125 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -100890.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -101315.382812 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -101315.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -101550.992188 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -101551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -101715.601562 Penalty: 2338.679688
	Iteration 3F: 3 clusters Score -101715.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -101847.789062 Penalty: 2338.679688
	Iteration 4F: 3 clusters Score -101847.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101942.351562 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -101942.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102000.804688 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -102000.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -102040.757812 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -102040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -102066.929688 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -102066.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102081.695312 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -102081.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -102102.695312 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -102102.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -102117.414062 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -102117.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102129.500000 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -102129.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102148.101562 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -102148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102156.492188 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -102156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102159.992188 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -102160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102162.015625 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -102162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102162.257812 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -102162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102163.851562 Penalty: 2338.679688
	Iteration 18F: 3 clusters Score -102163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102167.562500 Penalty: 2338.679688
	Iteration 19Q: 3 clusters Score -102167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -102169.859375 Penalty: 2338.679688
	Iteration 20F: 3 clusters Score -102169.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102170.640625 Penalty: 2338.679688
	Iteration 21Q: 3 clusters Score -102170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -102171.898438 Penalty: 2338.679688
	Iteration 22Q: 3 clusters Score -102171.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102172.687500 Penalty: 2338.679688
	Iteration 23Q: 3 clusters Score -102172.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102172.687500 Penalty: 2338.679688
	Iteration 24F: 3 clusters Score -102172.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Entering Unmasked Estep 
Score: -729430.687500 Penalty: 1465.005737
	Iteration 0F: 2 clusters Score -729430.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -723417.000000 Penalty: 2930.011475
	Iteration 0F: 3 clusters Score -723417 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -725550.062500 Penalty: 2930.011475
	Iteration 1F: 3 clusters Score -725550.1 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -726033.875000 Penalty: 2930.011475
	Iteration 2F: 3 clusters Score -726033.9 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -726430.500000 Penalty: 2930.011475
	Iteration 3F: 3 clusters Score -726430.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -726803.937500 Penalty: 2930.011475
	Iteration 4F: 3 clusters Score -726803.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -727143.250000 Penalty: 2930.011475
	Iteration 5F: 3 clusters Score -727143.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -727429.000000 Penalty: 2930.011475
	Iteration 6F: 3 clusters Score -727429 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -727723.937500 Penalty: 2930.011475
	Iteration 7Q: 3 clusters Score -727723.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -727982.562500 Penalty: 2930.011475
	Iteration 8Q: 3 clusters Score -727982.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -728190.875000 Penalty: 2930.011475
	Iteration 9Q: 3 clusters Score -728190.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -728361.125000 Penalty: 2930.011475
	Iteration 10Q: 3 clusters Score -728361.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -728482.312500 Penalty: 2930.011475
	Iteration 11Q: 3 clusters Score -728482.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -728580.875000 Penalty: 2930.011475
	Iteration 12Q: 3 clusters Score -728580.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -728660.375000 Penalty: 2930.011475
	Iteration 13Q: 3 clusters Score -728660.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -728722.125000 Penalty: 2930.011475
	Iteration 14Q: 3 clusters Score -728722.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -728774.937500 Penalty: 2930.011475
	Iteration 15Q: 3 clusters Score -728774.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -728816.562500 Penalty: 2930.011475
	Iteration 16Q: 3 clusters Score -728816.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -728860.875000 Penalty: 2930.011475
	Iteration 17Q: 3 clusters Score -728860.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -728941.312500 Penalty: 2930.011475
	Iteration 18Q: 3 clusters Score -728941.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -729032.875000 Penalty: 2930.011475
	Iteration 19Q: 3 clusters Score -729032.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -729100.125000 Penalty: 2930.011475
	Iteration 20F: 3 clusters Score -729100.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -729156.187500 Penalty: 2930.011475
	Iteration 21Q: 3 clusters Score -729156.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -729211.500000 Penalty: 2930.011475
	Iteration 22Q: 3 clusters Score -729211.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -729275.500000 Penalty: 2930.011475
	Iteration 23Q: 3 clusters Score -729275.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -729344.500000 Penalty: 2930.011475
	Iteration 24Q: 3 clusters Score -729344.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -729412.812500 Penalty: 2930.011475
	Iteration 25Q: 3 clusters Score -729412.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -729470.437500 Penalty: 2930.011475
	Iteration 26Q: 3 clusters Score -729470.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -729497.750000 Penalty: 2930.011475
	Iteration 27Q: 3 clusters Score -729497.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -729516.437500 Penalty: 2930.011475
	Iteration 28Q: 3 clusters Score -729516.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -729524.937500 Penalty: 2930.011475
	Iteration 29Q: 3 clusters Score -729524.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -729531.937500 Penalty: 2930.011475
	Iteration 30Q: 3 clusters Score -729531.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -729533.625000 Penalty: 2930.011475
	Iteration 31Q: 3 clusters Score -729533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -729537.187500 Penalty: 2930.011475
	Iteration 32Q: 3 clusters Score -729537.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -729537.937500 Penalty: 2930.011475
	Iteration 33Q: 3 clusters Score -729537.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -729540.000000 Penalty: 2930.011475
	Iteration 34Q: 3 clusters Score -729540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -729541.937500 Penalty: 2930.011475
	Iteration 35Q: 3 clusters Score -729541.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -729541.625000 Penalty: 2930.011475
	Iteration 36Q: 3 clusters Score -729541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -729541.625000 Penalty: 2930.011475
	Iteration 37F: 3 clusters Score -729541.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 30357 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 70050 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 5141 members 
Mstep: Class 22 contains 5908 members 
Entering Unmasked Estep 
Score: -24814940.000000 Penalty: 44861.425781
Splitting cluster 6 changes total score from -24815388.000000 to -24814940.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Entering Unmasked Estep 
Score: -923456.062500 Penalty: 1506.072266
	Iteration 0F: 2 clusters Score -923456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -915902.625000 Penalty: 3012.144531
	Iteration 0F: 3 clusters Score -915902.6 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -918911.000000 Penalty: 3012.144531
	Iteration 1F: 3 clusters Score -918911 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -919584.000000 Penalty: 3012.144531
	Iteration 2F: 3 clusters Score -919584 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -920415.187500 Penalty: 3012.144531
	Iteration 3F: 3 clusters Score -920415.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -921317.375000 Penalty: 3012.144531
	Iteration 4F: 3 clusters Score -921317.4 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -921999.062500 Penalty: 3012.144531
	Iteration 5F: 3 clusters Score -921999.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -922363.437500 Penalty: 3012.144531
	Iteration 6F: 3 clusters Score -922363.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -922553.625000 Penalty: 3012.144531
	Iteration 7Q: 3 clusters Score -922553.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -922673.312500 Penalty: 3012.144531
	Iteration 8Q: 3 clusters Score -922673.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -922773.750000 Penalty: 3012.144531
	Iteration 9Q: 3 clusters Score -922773.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -922868.625000 Penalty: 3012.144531
	Iteration 10Q: 3 clusters Score -922868.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -922955.875000 Penalty: 3012.144531
	Iteration 11Q: 3 clusters Score -922955.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -923029.187500 Penalty: 3012.144531
	Iteration 12Q: 3 clusters Score -923029.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -923108.750000 Penalty: 3012.144531
	Iteration 13Q: 3 clusters Score -923108.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -923179.125000 Penalty: 3012.144531
	Iteration 14Q: 3 clusters Score -923179.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -923244.500000 Penalty: 3012.144531
	Iteration 15Q: 3 clusters Score -923244.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -923292.312500 Penalty: 3012.144531
	Iteration 16Q: 3 clusters Score -923292.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -923325.812500 Penalty: 3012.144531
	Iteration 17Q: 3 clusters Score -923325.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -923352.750000 Penalty: 3012.144531
	Iteration 18Q: 3 clusters Score -923352.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -923379.687500 Penalty: 3012.144531
	Iteration 19Q: 3 clusters Score -923379.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -923404.312500 Penalty: 3012.144531
	Iteration 20F: 3 clusters Score -923404.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -923425.500000 Penalty: 3012.144531
	Iteration 21Q: 3 clusters Score -923425.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -923449.437500 Penalty: 3012.144531
	Iteration 22Q: 3 clusters Score -923449.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -923473.375000 Penalty: 3012.144531
	Iteration 23Q: 3 clusters Score -923473.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -923483.750000 Penalty: 3012.144531
	Iteration 24Q: 3 clusters Score -923483.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -923489.312500 Penalty: 3012.144531
	Iteration 25Q: 3 clusters Score -923489.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -923490.062500 Penalty: 3012.144531
	Iteration 26Q: 3 clusters Score -923490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -923495.812500 Penalty: 3012.144531
	Iteration 27Q: 3 clusters Score -923495.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -923499.875000 Penalty: 3012.144531
	Iteration 28Q: 3 clusters Score -923499.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -923501.375000 Penalty: 3012.144531
	Iteration 29Q: 3 clusters Score -923501.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -923502.812500 Penalty: 3012.144531
	Iteration 30Q: 3 clusters Score -923502.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -923503.562500 Penalty: 3012.144531
	Iteration 31Q: 3 clusters Score -923503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -923504.875000 Penalty: 3012.144531
	Iteration 32Q: 3 clusters Score -923504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -923503.937500 Penalty: 3012.144531
	Iteration 33Q: 3 clusters Score -923503.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -923504.187500 Penalty: 3012.144531
	Iteration 34Q: 3 clusters Score -923504.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -923504.125000 Penalty: 3012.144531
	Iteration 35Q: 3 clusters Score -923504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -923505.000000 Penalty: 3012.144531
	Iteration 36Q: 3 clusters Score -923505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -923507.125000 Penalty: 3012.144531
	Iteration 37Q: 3 clusters Score -923507.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -923506.125000 Penalty: 3012.144531
	Iteration 38Q: 3 clusters Score -923506.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -923506.312500 Penalty: 3012.144531
	Iteration 39Q: 3 clusters Score -923506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -923506.687500 Penalty: 3012.144531
	Iteration 40F: 3 clusters Score -923506.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -923506.125000 Penalty: 3012.144531
	Iteration 41Q: 3 clusters Score -923506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -923505.937500 Penalty: 3012.144531
	Iteration 42Q: 3 clusters Score -923505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -923507.062500 Penalty: 3012.144531
	Iteration 43Q: 3 clusters Score -923507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -923507.687500 Penalty: 3012.144531
	Iteration 44Q: 3 clusters Score -923507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -923507.687500 Penalty: 3012.144531
	Iteration 45Q: 3 clusters Score -923507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -923506.250000 Penalty: 3012.144531
	Iteration 46Q: 3 clusters Score -923506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -923506.250000 Penalty: 3012.144531
	Iteration 47F: 3 clusters Score -923506.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 9868 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 30357 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 70050 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 5141 members 
Mstep: Class 22 contains 727 members 
Entering Unmasked Estep 
Score: -24814928.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24815388.000000 to -24814928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Entering Unmasked Estep 
Score: -1490715.875000 Penalty: 1577.493896
	Iteration 0F: 2 clusters Score -1490716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1479251.875000 Penalty: 3154.987793
	Iteration 0F: 3 clusters Score -1479252 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1483310.375000 Penalty: 3154.987793
	Iteration 1F: 3 clusters Score -1483310 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1483555.750000 Penalty: 3154.987793
	Iteration 2Q: 3 clusters Score -1483556 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1483756.500000 Penalty: 3154.987793
	Iteration 3Q: 3 clusters Score -1483756 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1483972.000000 Penalty: 3154.987793
	Iteration 4Q: 3 clusters Score -1483972 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1484248.125000 Penalty: 3154.987793
	Iteration 5Q: 3 clusters Score -1484248 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1484622.125000 Penalty: 3154.987793
	Iteration 6Q: 3 clusters Score -1484622 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1485121.750000 Penalty: 3154.987793
	Iteration 7F: 3 clusters Score -1485122 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1485907.875000 Penalty: 3154.987793
	Iteration 8F: 3 clusters Score -1485908 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -1486905.625000 Penalty: 3154.987793
	Iteration 9F: 3 clusters Score -1486906 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1487917.750000 Penalty: 3154.987793
	Iteration 10F: 3 clusters Score -1487918 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -1488626.250000 Penalty: 3154.987793
	Iteration 11Q: 3 clusters Score -1488626 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -1488972.375000 Penalty: 3154.987793
	Iteration 12Q: 3 clusters Score -1488972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1489173.000000 Penalty: 3154.987793
	Iteration 13Q: 3 clusters Score -1489173 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -1489263.875000 Penalty: 3154.987793
	Iteration 14Q: 3 clusters Score -1489264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -1489310.625000 Penalty: 3154.987793
	Iteration 15Q: 3 clusters Score -1489311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1489331.250000 Penalty: 3154.987793
	Iteration 16Q: 3 clusters Score -1489331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -1489344.625000 Penalty: 3154.987793
	Iteration 17Q: 3 clusters Score -1489345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1489355.500000 Penalty: 3154.987793
	Iteration 18Q: 3 clusters Score -1489356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1489369.000000 Penalty: 3154.987793
	Iteration 19Q: 3 clusters Score -1489369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1489374.250000 Penalty: 3154.987793
	Iteration 20F: 3 clusters Score -1489374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1489377.875000 Penalty: 3154.987793
	Iteration 21Q: 3 clusters Score -1489378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -1489377.875000 Penalty: 3154.987793
	Iteration 22F: 3 clusters Score -1489378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -466473.031250 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -466473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -462321.281250 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -462321.3 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -463431.281250 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -463431.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -463601.906250 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -463601.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -463729.625000 Penalty: 2789.347168
	Iteration 3Q: 3 clusters Score -463729.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -463824.968750 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -463825 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -463897.531250 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -463897.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -463960.125000 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -463960.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -464016.093750 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -464016.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -464068.718750 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -464068.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -464118.812500 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -464118.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -464168.656250 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -464168.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -464217.718750 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -464217.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -464264.093750 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -464264.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -464314.281250 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -464314.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -464356.843750 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -464356.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -464396.625000 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -464396.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -464442.531250 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -464442.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -464486.843750 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -464486.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -464526.750000 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -464526.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -464567.250000 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -464567.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -464608.000000 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -464608 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -464641.062500 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -464641.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -464674.218750 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -464674.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -464705.093750 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -464705.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -464730.906250 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -464730.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -464759.687500 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -464759.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -464784.500000 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -464784.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -464812.250000 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -464812.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -464840.437500 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -464840.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -464866.312500 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -464866.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -464894.406250 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -464894.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -464910.750000 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -464910.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -464928.593750 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -464928.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -464946.187500 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -464946.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -464962.250000 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -464962.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -464977.062500 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -464977.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -464995.843750 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -464995.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -465023.250000 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -465023.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -465047.062500 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -465047.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -465067.812500 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -465067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -465087.500000 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -465087.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -465110.500000 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -465110.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -465132.343750 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -465132.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -465157.281250 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -465157.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -465174.218750 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -465174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -465186.031250 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -465186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -465197.812500 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -465197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -465205.593750 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -465205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -465213.625000 Penalty: 2789.347168
	Iteration 48Q: 3 clusters Score -465213.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -465219.593750 Penalty: 2789.347168
	Iteration 49Q: 3 clusters Score -465219.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -465227.343750 Penalty: 2789.347168
	Iteration 50Q: 3 clusters Score -465227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -465230.437500 Penalty: 2789.347168
	Iteration 51Q: 3 clusters Score -465230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -465237.093750 Penalty: 2789.347168
	Iteration 52Q: 3 clusters Score -465237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -465241.125000 Penalty: 2789.347168
	Iteration 53Q: 3 clusters Score -465241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -465243.125000 Penalty: 2789.347168
	Iteration 54Q: 3 clusters Score -465243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -465244.000000 Penalty: 2789.347168
	Iteration 55Q: 3 clusters Score -465244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -465244.000000 Penalty: 2789.347168
	Iteration 56F: 3 clusters Score -465244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Entering Unmasked Estep 
Score: -360086.750000 Penalty: 1349.440308
	Iteration 0F: 2 clusters Score -360086.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -356782.750000 Penalty: 2698.880615
	Iteration 0F: 3 clusters Score -356782.8 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -358029.437500 Penalty: 2698.880615
	Iteration 1F: 3 clusters Score -358029.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -358566.968750 Penalty: 2698.880615
	Iteration 2F: 3 clusters Score -358567 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -358912.562500 Penalty: 2698.880615
	Iteration 3F: 3 clusters Score -358912.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -359157.937500 Penalty: 2698.880615
	Iteration 4F: 3 clusters Score -359157.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -359300.500000 Penalty: 2698.880615
	Iteration 5Q: 3 clusters Score -359300.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -359377.375000 Penalty: 2698.880615
	Iteration 6Q: 3 clusters Score -359377.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -359426.968750 Penalty: 2698.880615
	Iteration 7Q: 3 clusters Score -359427 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -359458.406250 Penalty: 2698.880615
	Iteration 8Q: 3 clusters Score -359458.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -359478.656250 Penalty: 2698.880615
	Iteration 9Q: 3 clusters Score -359478.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -359505.593750 Penalty: 2698.880615
	Iteration 10Q: 3 clusters Score -359505.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -359534.812500 Penalty: 2698.880615
	Iteration 11Q: 3 clusters Score -359534.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -359551.218750 Penalty: 2698.880615
	Iteration 12Q: 3 clusters Score -359551.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -359566.718750 Penalty: 2698.880615
	Iteration 13Q: 3 clusters Score -359566.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -359581.218750 Penalty: 2698.880615
	Iteration 14Q: 3 clusters Score -359581.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -359593.312500 Penalty: 2698.880615
	Iteration 15Q: 3 clusters Score -359593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -359607.250000 Penalty: 2698.880615
	Iteration 16Q: 3 clusters Score -359607.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -359621.718750 Penalty: 2698.880615
	Iteration 17Q: 3 clusters Score -359621.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -359636.031250 Penalty: 2698.880615
	Iteration 18Q: 3 clusters Score -359636 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -359656.437500 Penalty: 2698.880615
	Iteration 19Q: 3 clusters Score -359656.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -359678.250000 Penalty: 2698.880615
	Iteration 20F: 3 clusters Score -359678.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -359708.781250 Penalty: 2698.880615
	Iteration 21Q: 3 clusters Score -359708.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -359736.531250 Penalty: 2698.880615
	Iteration 22Q: 3 clusters Score -359736.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -359760.093750 Penalty: 2698.880615
	Iteration 23Q: 3 clusters Score -359760.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -359789.562500 Penalty: 2698.880615
	Iteration 24Q: 3 clusters Score -359789.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -359814.437500 Penalty: 2698.880615
	Iteration 25Q: 3 clusters Score -359814.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -359827.062500 Penalty: 2698.880615
	Iteration 26Q: 3 clusters Score -359827.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -359836.562500 Penalty: 2698.880615
	Iteration 27Q: 3 clusters Score -359836.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -359845.125000 Penalty: 2698.880615
	Iteration 28Q: 3 clusters Score -359845.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -359849.718750 Penalty: 2698.880615
	Iteration 29Q: 3 clusters Score -359849.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -359859.875000 Penalty: 2698.880615
	Iteration 30Q: 3 clusters Score -359859.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -359866.843750 Penalty: 2698.880615
	Iteration 31Q: 3 clusters Score -359866.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -359869.250000 Penalty: 2698.880615
	Iteration 32Q: 3 clusters Score -359869.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -359874.937500 Penalty: 2698.880615
	Iteration 33Q: 3 clusters Score -359874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -359879.843750 Penalty: 2698.880615
	Iteration 34Q: 3 clusters Score -359879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -359881.625000 Penalty: 2698.880615
	Iteration 35Q: 3 clusters Score -359881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -359882.093750 Penalty: 2698.880615
	Iteration 36Q: 3 clusters Score -359882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -359882.093750 Penalty: 2698.880615
	Iteration 37F: 3 clusters Score -359882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Entering Unmasked Estep 
Score: -2902350.250000 Penalty: 1681.562500
	Iteration 0F: 2 clusters Score -2902350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2881475.750000 Penalty: 3363.125000
	Iteration 0F: 3 clusters Score -2881476 nChanged 14323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2889342.000000 Penalty: 3363.125000
	Iteration 1F: 3 clusters Score -2889342 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2889707.000000 Penalty: 3363.125000
	Iteration 2Q: 3 clusters Score -2889707 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2890117.250000 Penalty: 3363.125000
	Iteration 3Q: 3 clusters Score -2890117 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2890536.750000 Penalty: 3363.125000
	Iteration 4Q: 3 clusters Score -2890537 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2890921.750000 Penalty: 3363.125000
	Iteration 5Q: 3 clusters Score -2890922 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2891281.500000 Penalty: 3363.125000
	Iteration 6Q: 3 clusters Score -2891282 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -2891682.500000 Penalty: 3363.125000
	Iteration 7Q: 3 clusters Score -2891682 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2892138.750000 Penalty: 3363.125000
	Iteration 8Q: 3 clusters Score -2892139 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2892698.000000 Penalty: 3363.125000
	Iteration 9Q: 3 clusters Score -2892698 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2893385.000000 Penalty: 3363.125000
	Iteration 10Q: 3 clusters Score -2893385 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2894194.750000 Penalty: 3363.125000
	Iteration 11Q: 3 clusters Score -2894195 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2895134.000000 Penalty: 3363.125000
	Iteration 12Q: 3 clusters Score -2895134 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2896103.500000 Penalty: 3363.125000
	Iteration 13Q: 3 clusters Score -2896104 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2897029.000000 Penalty: 3363.125000
	Iteration 14Q: 3 clusters Score -2897029 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -2897780.000000 Penalty: 3363.125000
	Iteration 15Q: 3 clusters Score -2897780 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2898356.750000 Penalty: 3363.125000
	Iteration 16Q: 3 clusters Score -2898357 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -2898786.750000 Penalty: 3363.125000
	Iteration 17Q: 3 clusters Score -2898787 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2899084.750000 Penalty: 3363.125000
	Iteration 18Q: 3 clusters Score -2899085 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2899276.250000 Penalty: 3363.125000
	Iteration 19Q: 3 clusters Score -2899276 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2899415.000000 Penalty: 3363.125000
	Iteration 20F: 3 clusters Score -2899415 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2899497.000000 Penalty: 3363.125000
	Iteration 21Q: 3 clusters Score -2899497 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -2899567.750000 Penalty: 3363.125000
	Iteration 22Q: 3 clusters Score -2899568 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -2899623.500000 Penalty: 3363.125000
	Iteration 23Q: 3 clusters Score -2899624 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -2899650.500000 Penalty: 3363.125000
	Iteration 24Q: 3 clusters Score -2899650 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2899677.000000 Penalty: 3363.125000
	Iteration 25Q: 3 clusters Score -2899677 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2899694.750000 Penalty: 3363.125000
	Iteration 26Q: 3 clusters Score -2899695 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2899713.750000 Penalty: 3363.125000
	Iteration 27Q: 3 clusters Score -2899714 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2899720.250000 Penalty: 3363.125000
	Iteration 28Q: 3 clusters Score -2899720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2899740.750000 Penalty: 3363.125000
	Iteration 29Q: 3 clusters Score -2899741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2899754.500000 Penalty: 3363.125000
	Iteration 30Q: 3 clusters Score -2899754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -2899770.250000 Penalty: 3363.125000
	Iteration 31Q: 3 clusters Score -2899770 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2899776.500000 Penalty: 3363.125000
	Iteration 32Q: 3 clusters Score -2899776 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2899780.750000 Penalty: 3363.125000
	Iteration 33Q: 3 clusters Score -2899781 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2899790.500000 Penalty: 3363.125000
	Iteration 34Q: 3 clusters Score -2899790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2899787.250000 Penalty: 3363.125000
	Iteration 35Q: 3 clusters Score -2899787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -2899788.000000 Penalty: 3363.125000
	Iteration 36Q: 3 clusters Score -2899788 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2899796.500000 Penalty: 3363.125000
	Iteration 37Q: 3 clusters Score -2899796 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -2899797.250000 Penalty: 3363.125000
	Iteration 38Q: 3 clusters Score -2899797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2899791.250000 Penalty: 3363.125000
	Iteration 39Q: 3 clusters Score -2899791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2899798.750000 Penalty: 3363.125000
	Iteration 40F: 3 clusters Score -2899799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -2899802.500000 Penalty: 3363.125000
	Iteration 41Q: 3 clusters Score -2899802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2899805.250000 Penalty: 3363.125000
	Iteration 42Q: 3 clusters Score -2899805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -2899802.000000 Penalty: 3363.125000
	Iteration 43Q: 3 clusters Score -2899802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2899807.750000 Penalty: 3363.125000
	Iteration 44Q: 3 clusters Score -2899808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -2899801.500000 Penalty: 3363.125000
	Iteration 45Q: 3 clusters Score -2899802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -2899802.250000 Penalty: 3363.125000
	Iteration 46Q: 3 clusters Score -2899802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -2899810.750000 Penalty: 3363.125000
	Iteration 47Q: 3 clusters Score -2899811 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -2899807.750000 Penalty: 3363.125000
	Iteration 48Q: 3 clusters Score -2899808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2899807.250000 Penalty: 3363.125000
	Iteration 49Q: 3 clusters Score -2899807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2899808.500000 Penalty: 3363.125000
	Iteration 50Q: 3 clusters Score -2899808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -2899809.000000 Penalty: 3363.125000
	Iteration 51Q: 3 clusters Score -2899809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -2899810.000000 Penalty: 3363.125000
	Iteration 52Q: 3 clusters Score -2899810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2899810.750000 Penalty: 3363.125000
	Iteration 53Q: 3 clusters Score -2899811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2899809.500000 Penalty: 3363.125000
	Iteration 54Q: 3 clusters Score -2899810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2899815.750000 Penalty: 3363.125000
	Iteration 55Q: 3 clusters Score -2899816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2899813.000000 Penalty: 3363.125000
	Iteration 56Q: 3 clusters Score -2899813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2899814.000000 Penalty: 3363.125000
	Iteration 57Q: 3 clusters Score -2899814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2899817.000000 Penalty: 3363.125000
	Iteration 58Q: 3 clusters Score -2899817 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2899820.500000 Penalty: 3363.125000
	Iteration 59Q: 3 clusters Score -2899820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2899812.750000 Penalty: 3363.125000
	Iteration 60F: 3 clusters Score -2899813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -2899816.500000 Penalty: 3363.125000
	Iteration 61Q: 3 clusters Score -2899816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2899820.000000 Penalty: 3363.125000
	Iteration 62Q: 3 clusters Score -2899820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2899821.750000 Penalty: 3363.125000
	Iteration 63Q: 3 clusters Score -2899822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -2899819.750000 Penalty: 3363.125000
	Iteration 64Q: 3 clusters Score -2899820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2899820.250000 Penalty: 3363.125000
	Iteration 65Q: 3 clusters Score -2899820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -2899816.750000 Penalty: 3363.125000
	Iteration 66Q: 3 clusters Score -2899817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2899816.000000 Penalty: 3363.125000
	Iteration 67Q: 3 clusters Score -2899816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -2899821.000000 Penalty: 3363.125000
	Iteration 68Q: 3 clusters Score -2899821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -2899820.000000 Penalty: 3363.125000
	Iteration 69Q: 3 clusters Score -2899820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2899817.250000 Penalty: 3363.125000
	Iteration 70Q: 3 clusters Score -2899817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -2899816.250000 Penalty: 3363.125000
	Iteration 71Q: 3 clusters Score -2899816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2899814.500000 Penalty: 3363.125000
	Iteration 72Q: 3 clusters Score -2899814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -2899814.250000 Penalty: 3363.125000
	Iteration 73Q: 3 clusters Score -2899814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -2899815.750000 Penalty: 3363.125000
	Iteration 74Q: 3 clusters Score -2899816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -2899817.750000 Penalty: 3363.125000
	Iteration 75Q: 3 clusters Score -2899818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -2899819.000000 Penalty: 3363.125000
	Iteration 76Q: 3 clusters Score -2899819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2899816.250000 Penalty: 3363.125000
	Iteration 77Q: 3 clusters Score -2899816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -2899815.500000 Penalty: 3363.125000
	Iteration 78Q: 3 clusters Score -2899816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -2899813.250000 Penalty: 3363.125000
	Iteration 79Q: 3 clusters Score -2899813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2899813.750000 Penalty: 3363.125000
	Iteration 80F: 3 clusters Score -2899814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2899814.000000 Penalty: 3363.125000
	Iteration 81Q: 3 clusters Score -2899814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -2899814.000000 Penalty: 3363.125000
	Iteration 82F: 3 clusters Score -2899814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -310463.781250 Penalty: 1326.871582
	Iteration 0F: 2 clusters Score -310463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -307438.906250 Penalty: 2653.743164
	Iteration 0F: 3 clusters Score -307438.9 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -308257.625000 Penalty: 2653.743164
	Iteration 1F: 3 clusters Score -308257.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -308457.156250 Penalty: 2653.743164
	Iteration 2F: 3 clusters Score -308457.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -308600.468750 Penalty: 2653.743164
	Iteration 3F: 3 clusters Score -308600.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -308728.812500 Penalty: 2653.743164
	Iteration 4F: 3 clusters Score -308728.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -308835.656250 Penalty: 2653.743164
	Iteration 5Q: 3 clusters Score -308835.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -308905.968750 Penalty: 2653.743164
	Iteration 6Q: 3 clusters Score -308906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -308973.781250 Penalty: 2653.743164
	Iteration 7Q: 3 clusters Score -308973.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -309036.218750 Penalty: 2653.743164
	Iteration 8Q: 3 clusters Score -309036.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -309094.062500 Penalty: 2653.743164
	Iteration 9Q: 3 clusters Score -309094.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -309153.187500 Penalty: 2653.743164
	Iteration 10Q: 3 clusters Score -309153.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -309193.843750 Penalty: 2653.743164
	Iteration 11Q: 3 clusters Score -309193.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -309229.312500 Penalty: 2653.743164
	Iteration 12Q: 3 clusters Score -309229.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -309266.156250 Penalty: 2653.743164
	Iteration 13Q: 3 clusters Score -309266.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -309298.312500 Penalty: 2653.743164
	Iteration 14Q: 3 clusters Score -309298.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -309327.468750 Penalty: 2653.743164
	Iteration 15Q: 3 clusters Score -309327.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -309350.875000 Penalty: 2653.743164
	Iteration 16Q: 3 clusters Score -309350.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -309375.281250 Penalty: 2653.743164
	Iteration 17Q: 3 clusters Score -309375.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -309401.218750 Penalty: 2653.743164
	Iteration 18Q: 3 clusters Score -309401.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -309428.312500 Penalty: 2653.743164
	Iteration 19Q: 3 clusters Score -309428.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -309455.000000 Penalty: 2653.743164
	Iteration 20F: 3 clusters Score -309455 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -309484.812500 Penalty: 2653.743164
	Iteration 21Q: 3 clusters Score -309484.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -309514.500000 Penalty: 2653.743164
	Iteration 22Q: 3 clusters Score -309514.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -309541.343750 Penalty: 2653.743164
	Iteration 23Q: 3 clusters Score -309541.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309562.218750 Penalty: 2653.743164
	Iteration 24Q: 3 clusters Score -309562.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -309586.125000 Penalty: 2653.743164
	Iteration 25Q: 3 clusters Score -309586.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -309605.406250 Penalty: 2653.743164
	Iteration 26Q: 3 clusters Score -309605.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -309633.031250 Penalty: 2653.743164
	Iteration 27Q: 3 clusters Score -309633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -309672.937500 Penalty: 2653.743164
	Iteration 28Q: 3 clusters Score -309672.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -309731.156250 Penalty: 2653.743164
	Iteration 29Q: 3 clusters Score -309731.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -309813.656250 Penalty: 2653.743164
	Iteration 30Q: 3 clusters Score -309813.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -309865.312500 Penalty: 2653.743164
	Iteration 31Q: 3 clusters Score -309865.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -309894.343750 Penalty: 2653.743164
	Iteration 32Q: 3 clusters Score -309894.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -309910.968750 Penalty: 2653.743164
	Iteration 33Q: 3 clusters Score -309911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -309926.218750 Penalty: 2653.743164
	Iteration 34Q: 3 clusters Score -309926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -309932.781250 Penalty: 2653.743164
	Iteration 35Q: 3 clusters Score -309932.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -309937.312500 Penalty: 2653.743164
	Iteration 36Q: 3 clusters Score -309937.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -309941.500000 Penalty: 2653.743164
	Iteration 37Q: 3 clusters Score -309941.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -309944.218750 Penalty: 2653.743164
	Iteration 38Q: 3 clusters Score -309944.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -309946.437500 Penalty: 2653.743164
	Iteration 39Q: 3 clusters Score -309946.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309947.281250 Penalty: 2653.743164
	Iteration 40F: 3 clusters Score -309947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -309948.281250 Penalty: 2653.743164
	Iteration 41Q: 3 clusters Score -309948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -309948.906250 Penalty: 2653.743164
	Iteration 42Q: 3 clusters Score -309948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -309949.718750 Penalty: 2653.743164
	Iteration 43Q: 3 clusters Score -309949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -309949.718750 Penalty: 2653.743164
	Iteration 44F: 3 clusters Score -309949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Entering Unmasked Estep 
Score: -1245312.250000 Penalty: 1552.236694
	Iteration 0F: 2 clusters Score -1245312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1235521.125000 Penalty: 3104.473389
	Iteration 0F: 3 clusters Score -1235521 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1239028.750000 Penalty: 3104.473389
	Iteration 1F: 3 clusters Score -1239029 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1239407.500000 Penalty: 3104.473389
	Iteration 2F: 3 clusters Score -1239408 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1239835.000000 Penalty: 3104.473389
	Iteration 3F: 3 clusters Score -1239835 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1240342.375000 Penalty: 3104.473389
	Iteration 4F: 3 clusters Score -1240342 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1240887.500000 Penalty: 3104.473389
	Iteration 5F: 3 clusters Score -1240888 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1241441.875000 Penalty: 3104.473389
	Iteration 6F: 3 clusters Score -1241442 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1241982.000000 Penalty: 3104.473389
	Iteration 7F: 3 clusters Score -1241982 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1242550.750000 Penalty: 3104.473389
	Iteration 8Q: 3 clusters Score -1242551 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1243130.625000 Penalty: 3104.473389
	Iteration 9Q: 3 clusters Score -1243131 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1243681.500000 Penalty: 3104.473389
	Iteration 10Q: 3 clusters Score -1243682 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1244274.375000 Penalty: 3104.473389
	Iteration 11Q: 3 clusters Score -1244274 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1244781.125000 Penalty: 3104.473389
	Iteration 12Q: 3 clusters Score -1244781 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1245062.000000 Penalty: 3104.473389
	Iteration 13Q: 3 clusters Score -1245062 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1245182.375000 Penalty: 3104.473389
	Iteration 14Q: 3 clusters Score -1245182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1245231.250000 Penalty: 3104.473389
	Iteration 15Q: 3 clusters Score -1245231 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1245254.750000 Penalty: 3104.473389
	Iteration 16Q: 3 clusters Score -1245255 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1245261.750000 Penalty: 3104.473389
	Iteration 17Q: 3 clusters Score -1245262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1245272.250000 Penalty: 3104.473389
	Iteration 18Q: 3 clusters Score -1245272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1245283.125000 Penalty: 3104.473389
	Iteration 19Q: 3 clusters Score -1245283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1245284.625000 Penalty: 3104.473389
	Iteration 20F: 3 clusters Score -1245285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1245289.250000 Penalty: 3104.473389
	Iteration 21Q: 3 clusters Score -1245289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1245290.125000 Penalty: 3104.473389
	Iteration 22Q: 3 clusters Score -1245290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1245291.250000 Penalty: 3104.473389
	Iteration 23Q: 3 clusters Score -1245291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1245292.000000 Penalty: 3104.473389
	Iteration 24Q: 3 clusters Score -1245292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1245293.000000 Penalty: 3104.473389
	Iteration 25Q: 3 clusters Score -1245293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1245298.250000 Penalty: 3104.473389
	Iteration 26Q: 3 clusters Score -1245298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1245298.750000 Penalty: 3104.473389
	Iteration 27Q: 3 clusters Score -1245299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1245298.750000 Penalty: 3104.473389
	Iteration 28Q: 3 clusters Score -1245299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1245299.250000 Penalty: 3104.473389
	Iteration 29Q: 3 clusters Score -1245299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1245300.500000 Penalty: 3104.473389
	Iteration 30Q: 3 clusters Score -1245300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1245302.125000 Penalty: 3104.473389
	Iteration 31Q: 3 clusters Score -1245302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1245299.250000 Penalty: 3104.473389
	Iteration 32Q: 3 clusters Score -1245299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1245299.500000 Penalty: 3104.473389
	Iteration 33Q: 3 clusters Score -1245300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1245300.375000 Penalty: 3104.473389
	Iteration 34Q: 3 clusters Score -1245300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1245299.625000 Penalty: 3104.473389
	Iteration 35Q: 3 clusters Score -1245300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1245304.000000 Penalty: 3104.473389
	Iteration 36Q: 3 clusters Score -1245304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1245303.500000 Penalty: 3104.473389
	Iteration 37Q: 3 clusters Score -1245304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1245302.250000 Penalty: 3104.473389
	Iteration 38Q: 3 clusters Score -1245302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1245306.125000 Penalty: 3104.473389
	Iteration 39Q: 3 clusters Score -1245306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1245303.000000 Penalty: 3104.473389
	Iteration 40F: 3 clusters Score -1245303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1245304.125000 Penalty: 3104.473389
	Iteration 41Q: 3 clusters Score -1245304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1245304.625000 Penalty: 3104.473389
	Iteration 42Q: 3 clusters Score -1245305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1245304.625000 Penalty: 3104.473389
	Iteration 43Q: 3 clusters Score -1245305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1245305.750000 Penalty: 3104.473389
	Iteration 44Q: 3 clusters Score -1245306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1245306.000000 Penalty: 3104.473389
	Iteration 45Q: 3 clusters Score -1245306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1245306.250000 Penalty: 3104.473389
	Iteration 46Q: 3 clusters Score -1245306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1245305.750000 Penalty: 3104.473389
	Iteration 47Q: 3 clusters Score -1245306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1245308.250000 Penalty: 3104.473389
	Iteration 48Q: 3 clusters Score -1245308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1245307.000000 Penalty: 3104.473389
	Iteration 49Q: 3 clusters Score -1245307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1245306.750000 Penalty: 3104.473389
	Iteration 50Q: 3 clusters Score -1245307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1245309.625000 Penalty: 3104.473389
	Iteration 51Q: 3 clusters Score -1245310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1245308.500000 Penalty: 3104.473389
	Iteration 52Q: 3 clusters Score -1245308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1245307.375000 Penalty: 3104.473389
	Iteration 53Q: 3 clusters Score -1245307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1245307.875000 Penalty: 3104.473389
	Iteration 54Q: 3 clusters Score -1245308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1245307.875000 Penalty: 3104.473389
	Iteration 55F: 3 clusters Score -1245308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Entering Unmasked Estep 
Score: -2729174.500000 Penalty: 1677.127197
	Iteration 0F: 2 clusters Score -2729174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2708782.750000 Penalty: 3354.254395
	Iteration 0F: 3 clusters Score -2708783 nChanged 13928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2716418.500000 Penalty: 3354.254395
	Iteration 1F: 3 clusters Score -2716418 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -2716778.250000 Penalty: 3354.254395
	Iteration 2Q: 3 clusters Score -2716778 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2717183.000000 Penalty: 3354.254395
	Iteration 3Q: 3 clusters Score -2717183 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2717606.250000 Penalty: 3354.254395
	Iteration 4Q: 3 clusters Score -2717606 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2718180.250000 Penalty: 3354.254395
	Iteration 5Q: 3 clusters Score -2718180 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2719007.000000 Penalty: 3354.254395
	Iteration 6Q: 3 clusters Score -2719007 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2720219.250000 Penalty: 3354.254395
	Iteration 7F: 3 clusters Score -2720219 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -2721861.750000 Penalty: 3354.254395
	Iteration 8F: 3 clusters Score -2721862 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -2723836.500000 Penalty: 3354.254395
	Iteration 9F: 3 clusters Score -2723836 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -2725606.750000 Penalty: 3354.254395
	Iteration 10F: 3 clusters Score -2725607 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -2726708.500000 Penalty: 3354.254395
	Iteration 11Q: 3 clusters Score -2726708 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -2727238.000000 Penalty: 3354.254395
	Iteration 12Q: 3 clusters Score -2727238 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -2727489.500000 Penalty: 3354.254395
	Iteration 13Q: 3 clusters Score -2727490 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -2727595.250000 Penalty: 3354.254395
	Iteration 14Q: 3 clusters Score -2727595 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30096 members 
Entering Unmasked Estep 
Score: -2727642.000000 Penalty: 3354.254395
	Iteration 15Q: 3 clusters Score -2727642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -2727673.750000 Penalty: 3354.254395
	Iteration 16Q: 3 clusters Score -2727674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -2727695.000000 Penalty: 3354.254395
	Iteration 17Q: 3 clusters Score -2727695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 30128 members 
Entering Unmasked Estep 
Score: -2727705.750000 Penalty: 3354.254395
	Iteration 18Q: 3 clusters Score -2727706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2727710.000000 Penalty: 3354.254395
	Iteration 19Q: 3 clusters Score -2727710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -2727713.250000 Penalty: 3354.254395
	Iteration 20F: 3 clusters Score -2727713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2727722.500000 Penalty: 3354.254395
	Iteration 21Q: 3 clusters Score -2727722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -2727724.500000 Penalty: 3354.254395
	Iteration 22Q: 3 clusters Score -2727724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -2727725.250000 Penalty: 3354.254395
	Iteration 23Q: 3 clusters Score -2727725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -2727727.750000 Penalty: 3354.254395
	Iteration 24Q: 3 clusters Score -2727728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -2727730.250000 Penalty: 3354.254395
	Iteration 25Q: 3 clusters Score -2727730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -2727733.250000 Penalty: 3354.254395
	Iteration 26Q: 3 clusters Score -2727733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -2727734.750000 Penalty: 3354.254395
	Iteration 27Q: 3 clusters Score -2727735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -2727736.250000 Penalty: 3354.254395
	Iteration 28Q: 3 clusters Score -2727736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -2727737.750000 Penalty: 3354.254395
	Iteration 29Q: 3 clusters Score -2727738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2727737.250000 Penalty: 3354.254395
	Iteration 30Q: 3 clusters Score -2727737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2727739.750000 Penalty: 3354.254395
	Iteration 31Q: 3 clusters Score -2727740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2727743.750000 Penalty: 3354.254395
	Iteration 32Q: 3 clusters Score -2727744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2727750.250000 Penalty: 3354.254395
	Iteration 33Q: 3 clusters Score -2727750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -2727752.250000 Penalty: 3354.254395
	Iteration 34Q: 3 clusters Score -2727752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2727753.750000 Penalty: 3354.254395
	Iteration 35Q: 3 clusters Score -2727754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -2727757.000000 Penalty: 3354.254395
	Iteration 36Q: 3 clusters Score -2727757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -2727759.750000 Penalty: 3354.254395
	Iteration 37Q: 3 clusters Score -2727760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2727763.250000 Penalty: 3354.254395
	Iteration 38Q: 3 clusters Score -2727763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2727767.750000 Penalty: 3354.254395
	Iteration 39Q: 3 clusters Score -2727768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -2727769.000000 Penalty: 3354.254395
	Iteration 40F: 3 clusters Score -2727769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -2727769.000000 Penalty: 3354.254395
	Iteration 41Q: 3 clusters Score -2727769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -2727771.750000 Penalty: 3354.254395
	Iteration 42Q: 3 clusters Score -2727772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -2727770.250000 Penalty: 3354.254395
	Iteration 43Q: 3 clusters Score -2727770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -2727772.750000 Penalty: 3354.254395
	Iteration 44Q: 3 clusters Score -2727773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -2727771.250000 Penalty: 3354.254395
	Iteration 45Q: 3 clusters Score -2727771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -2727771.250000 Penalty: 3354.254395
	Iteration 46F: 3 clusters Score -2727771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -621406.812500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -621406.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -616249.562500 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -616249.6 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -617888.437500 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -617888.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -618181.750000 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -618181.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -618460.375000 Penalty: 2869.593750
	Iteration 3F: 3 clusters Score -618460.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -618680.250000 Penalty: 2869.593750
	Iteration 4F: 3 clusters Score -618680.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -618848.437500 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -618848.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -618987.500000 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -618987.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -619116.187500 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -619116.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -619228.875000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -619228.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -619318.125000 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -619318.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -619403.875000 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -619403.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -619469.250000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -619469.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -619518.875000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -619518.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -619561.187500 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -619561.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -619595.312500 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -619595.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -619622.625000 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -619622.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -619654.500000 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -619654.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -619686.500000 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -619686.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -619714.750000 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -619714.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -619744.000000 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -619744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -619767.687500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -619767.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -619789.687500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -619789.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -619809.562500 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -619809.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -619829.937500 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -619829.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -619846.125000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -619846.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -619859.062500 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -619859.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -619870.812500 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -619870.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -619882.187500 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -619882.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -619895.062500 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -619895.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -619902.125000 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -619902.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -619909.375000 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -619909.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -619919.375000 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -619919.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -619929.687500 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -619929.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -619940.312500 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -619940.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -619947.187500 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -619947.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -619955.187500 Penalty: 2869.593750
	Iteration 35Q: 3 clusters Score -619955.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -619960.250000 Penalty: 2869.593750
	Iteration 36Q: 3 clusters Score -619960.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -619963.187500 Penalty: 2869.593750
	Iteration 37Q: 3 clusters Score -619963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -619966.437500 Penalty: 2869.593750
	Iteration 38Q: 3 clusters Score -619966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -619968.750000 Penalty: 2869.593750
	Iteration 39Q: 3 clusters Score -619968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -619968.750000 Penalty: 2869.593750
	Iteration 40F: 3 clusters Score -619968.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -619969.250000 Penalty: 2869.593750
	Iteration 41Q: 3 clusters Score -619969.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -619970.812500 Penalty: 2869.593750
	Iteration 42Q: 3 clusters Score -619970.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -619972.375000 Penalty: 2869.593750
	Iteration 43Q: 3 clusters Score -619972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -619974.437500 Penalty: 2869.593750
	Iteration 44Q: 3 clusters Score -619974.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -619973.812500 Penalty: 2869.593750
	Iteration 45Q: 3 clusters Score -619973.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -619973.812500 Penalty: 2869.593750
	Iteration 46F: 3 clusters Score -619973.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70050 members 
Entering Unmasked Estep 
Score: -6496029.000000 Penalty: 1813.006714
	Iteration 0F: 2 clusters Score -6496029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -6449451.000000 Penalty: 3626.013428
	Iteration 0F: 3 clusters Score -6449451 nChanged 33227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -6468381.500000 Penalty: 3626.013428
	Iteration 1F: 3 clusters Score -6468382 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -6469033.000000 Penalty: 3626.013428
	Iteration 2Q: 3 clusters Score -6469033 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -6469876.500000 Penalty: 3626.013428
	Iteration 3Q: 3 clusters Score -6469876 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -6470978.000000 Penalty: 3626.013428
	Iteration 4Q: 3 clusters Score -6470978 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -6472438.000000 Penalty: 3626.013428
	Iteration 5Q: 3 clusters Score -6472438 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -6474261.500000 Penalty: 3626.013428
	Iteration 6F: 3 clusters Score -6474262 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -6476502.500000 Penalty: 3626.013428
	Iteration 7F: 3 clusters Score -6476502 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -6478986.500000 Penalty: 3626.013428
	Iteration 8F: 3 clusters Score -6478986 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 41213 members 
Entering Unmasked Estep 
Score: -6481388.000000 Penalty: 3626.013428
	Iteration 9F: 3 clusters Score -6481388 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -6483238.500000 Penalty: 3626.013428
	Iteration 10Q: 3 clusters Score -6483238 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -6484467.500000 Penalty: 3626.013428
	Iteration 11Q: 3 clusters Score -6484468 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -6485124.500000 Penalty: 3626.013428
	Iteration 12Q: 3 clusters Score -6485124 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -6485443.000000 Penalty: 3626.013428
	Iteration 13Q: 3 clusters Score -6485443 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -6485662.500000 Penalty: 3626.013428
	Iteration 14Q: 3 clusters Score -6485662 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -6485832.500000 Penalty: 3626.013428
	Iteration 15Q: 3 clusters Score -6485832 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6486001.500000 Penalty: 3626.013428
	Iteration 16Q: 3 clusters Score -6486002 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -6486134.500000 Penalty: 3626.013428
	Iteration 17Q: 3 clusters Score -6486134 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -6486265.000000 Penalty: 3626.013428
	Iteration 18Q: 3 clusters Score -6486265 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -6486415.000000 Penalty: 3626.013428
	Iteration 19Q: 3 clusters Score -6486415 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -6486535.000000 Penalty: 3626.013428
	Iteration 20F: 3 clusters Score -6486535 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -6486619.000000 Penalty: 3626.013428
	Iteration 21Q: 3 clusters Score -6486619 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -6486710.000000 Penalty: 3626.013428
	Iteration 22Q: 3 clusters Score -6486710 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -6486846.500000 Penalty: 3626.013428
	Iteration 23Q: 3 clusters Score -6486846 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -6486967.000000 Penalty: 3626.013428
	Iteration 24Q: 3 clusters Score -6486967 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -6487064.500000 Penalty: 3626.013428
	Iteration 25Q: 3 clusters Score -6487064 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 50399 members 
Entering Unmasked Estep 
Score: -6487154.500000 Penalty: 3626.013428
	Iteration 26Q: 3 clusters Score -6487154 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 51034 members 
Entering Unmasked Estep 
Score: -6487255.000000 Penalty: 3626.013428
	Iteration 27Q: 3 clusters Score -6487255 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -6487355.000000 Penalty: 3626.013428
	Iteration 28Q: 3 clusters Score -6487355 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 52363 members 
Entering Unmasked Estep 
Score: -6487506.000000 Penalty: 3626.013428
	Iteration 29Q: 3 clusters Score -6487506 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -6487659.000000 Penalty: 3626.013428
	Iteration 30Q: 3 clusters Score -6487659 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 53798 members 
Entering Unmasked Estep 
Score: -6487820.500000 Penalty: 3626.013428
	Iteration 31Q: 3 clusters Score -6487820 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -6488020.500000 Penalty: 3626.013428
	Iteration 32Q: 3 clusters Score -6488020 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -6488230.000000 Penalty: 3626.013428
	Iteration 33Q: 3 clusters Score -6488230 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 56038 members 
Entering Unmasked Estep 
Score: -6488416.000000 Penalty: 3626.013428
	Iteration 34Q: 3 clusters Score -6488416 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 56843 members 
Entering Unmasked Estep 
Score: -6488612.000000 Penalty: 3626.013428
	Iteration 35Q: 3 clusters Score -6488612 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -6488876.000000 Penalty: 3626.013428
	Iteration 36Q: 3 clusters Score -6488876 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 58510 members 
Entering Unmasked Estep 
Score: -6489158.500000 Penalty: 3626.013428
	Iteration 37Q: 3 clusters Score -6489158 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 59376 members 
Entering Unmasked Estep 
Score: -6489459.000000 Penalty: 3626.013428
	Iteration 38Q: 3 clusters Score -6489459 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 60284 members 
Entering Unmasked Estep 
Score: -6489808.500000 Penalty: 3626.013428
	Iteration 39Q: 3 clusters Score -6489808 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -6490165.500000 Penalty: 3626.013428
	Iteration 40F: 3 clusters Score -6490166 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 62130 members 
Entering Unmasked Estep 
Score: -6490555.500000 Penalty: 3626.013428
	Iteration 41Q: 3 clusters Score -6490556 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 63043 members 
Entering Unmasked Estep 
Score: -6490999.500000 Penalty: 3626.013428
	Iteration 42Q: 3 clusters Score -6491000 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 63976 members 
Entering Unmasked Estep 
Score: -6491438.500000 Penalty: 3626.013428
	Iteration 43Q: 3 clusters Score -6491438 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -6491917.000000 Penalty: 3626.013428
	Iteration 44Q: 3 clusters Score -6491917 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 65693 members 
Entering Unmasked Estep 
Score: -6492359.000000 Penalty: 3626.013428
	Iteration 45Q: 3 clusters Score -6492359 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 66401 members 
Entering Unmasked Estep 
Score: -6492727.000000 Penalty: 3626.013428
	Iteration 46Q: 3 clusters Score -6492727 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 67043 members 
Entering Unmasked Estep 
Score: -6493060.000000 Penalty: 3626.013428
	Iteration 47Q: 3 clusters Score -6493060 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 67590 members 
Entering Unmasked Estep 
Score: -6493411.000000 Penalty: 3626.013428
	Iteration 48Q: 3 clusters Score -6493411 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 68058 members 
Entering Unmasked Estep 
Score: -6493703.500000 Penalty: 3626.013428
	Iteration 49Q: 3 clusters Score -6493704 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -6493950.500000 Penalty: 3626.013428
	Iteration 50Q: 3 clusters Score -6493950 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 68676 members 
Entering Unmasked Estep 
Score: -6494072.000000 Penalty: 3626.013428
	Iteration 51Q: 3 clusters Score -6494072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -6494166.500000 Penalty: 3626.013428
	Iteration 52Q: 3 clusters Score -6494166 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 68977 members 
Entering Unmasked Estep 
Score: -6494263.000000 Penalty: 3626.013428
	Iteration 53Q: 3 clusters Score -6494263 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 69067 members 
Entering Unmasked Estep 
Score: -6494308.000000 Penalty: 3626.013428
	Iteration 54Q: 3 clusters Score -6494308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 69129 members 
Entering Unmasked Estep 
Score: -6494344.000000 Penalty: 3626.013428
	Iteration 55Q: 3 clusters Score -6494344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -6494385.500000 Penalty: 3626.013428
	Iteration 56Q: 3 clusters Score -6494386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -6494406.500000 Penalty: 3626.013428
	Iteration 57Q: 3 clusters Score -6494406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 69273 members 
Entering Unmasked Estep 
Score: -6494431.000000 Penalty: 3626.013428
	Iteration 58Q: 3 clusters Score -6494431 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 69301 members 
Entering Unmasked Estep 
Score: -6494449.000000 Penalty: 3626.013428
	Iteration 59Q: 3 clusters Score -6494449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 69325 members 
Entering Unmasked Estep 
Score: -6494476.000000 Penalty: 3626.013428
	Iteration 60F: 3 clusters Score -6494476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -6494488.000000 Penalty: 3626.013428
	Iteration 61Q: 3 clusters Score -6494488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -6494501.000000 Penalty: 3626.013428
	Iteration 62Q: 3 clusters Score -6494501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 69373 members 
Entering Unmasked Estep 
Score: -6494510.000000 Penalty: 3626.013428
	Iteration 63Q: 3 clusters Score -6494510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -6494530.500000 Penalty: 3626.013428
	Iteration 64Q: 3 clusters Score -6494530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 69402 members 
Entering Unmasked Estep 
Score: -6494537.500000 Penalty: 3626.013428
	Iteration 65Q: 3 clusters Score -6494538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -6494539.500000 Penalty: 3626.013428
	Iteration 66Q: 3 clusters Score -6494540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 69417 members 
Entering Unmasked Estep 
Score: -6494545.500000 Penalty: 3626.013428
	Iteration 67Q: 3 clusters Score -6494546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 69420 members 
Entering Unmasked Estep 
Score: -6494552.500000 Penalty: 3626.013428
	Iteration 68Q: 3 clusters Score -6494552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 69425 members 
Entering Unmasked Estep 
Score: -6494558.500000 Penalty: 3626.013428
	Iteration 69Q: 3 clusters Score -6494558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 69423 members 
Entering Unmasked Estep 
Score: -6494553.500000 Penalty: 3626.013428
	Iteration 70Q: 3 clusters Score -6494554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 69426 members 
Entering Unmasked Estep 
Score: -6494561.500000 Penalty: 3626.013428
	Iteration 71Q: 3 clusters Score -6494562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -6494563.000000 Penalty: 3626.013428
	Iteration 72Q: 3 clusters Score -6494563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 69431 members 
Entering Unmasked Estep 
Score: -6494567.500000 Penalty: 3626.013428
	Iteration 73Q: 3 clusters Score -6494568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -6494569.000000 Penalty: 3626.013428
	Iteration 74Q: 3 clusters Score -6494569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 69432 members 
Entering Unmasked Estep 
Score: -6494569.000000 Penalty: 3626.013428
	Iteration 75F: 3 clusters Score -6494569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Entering Unmasked Estep 
Score: -520227.968750 Penalty: 1409.084106
	Iteration 0F: 2 clusters Score -520228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -515696.656250 Penalty: 2818.168213
	Iteration 0F: 3 clusters Score -515696.7 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -517022.531250 Penalty: 2818.168213
	Iteration 1F: 3 clusters Score -517022.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -517408.625000 Penalty: 2818.168213
	Iteration 2F: 3 clusters Score -517408.6 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -517815.875000 Penalty: 2818.168213
	Iteration 3F: 3 clusters Score -517815.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -518238.125000 Penalty: 2818.168213
	Iteration 4F: 3 clusters Score -518238.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -518609.187500 Penalty: 2818.168213
	Iteration 5F: 3 clusters Score -518609.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -518855.781250 Penalty: 2818.168213
	Iteration 6F: 3 clusters Score -518855.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -519037.843750 Penalty: 2818.168213
	Iteration 7Q: 3 clusters Score -519037.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -519167.718750 Penalty: 2818.168213
	Iteration 8Q: 3 clusters Score -519167.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -519262.312500 Penalty: 2818.168213
	Iteration 9Q: 3 clusters Score -519262.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -519337.562500 Penalty: 2818.168213
	Iteration 10Q: 3 clusters Score -519337.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -519404.093750 Penalty: 2818.168213
	Iteration 11Q: 3 clusters Score -519404.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -519443.625000 Penalty: 2818.168213
	Iteration 12Q: 3 clusters Score -519443.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -519482.750000 Penalty: 2818.168213
	Iteration 13Q: 3 clusters Score -519482.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -519509.062500 Penalty: 2818.168213
	Iteration 14Q: 3 clusters Score -519509.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -519529.875000 Penalty: 2818.168213
	Iteration 15Q: 3 clusters Score -519529.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -519540.343750 Penalty: 2818.168213
	Iteration 16Q: 3 clusters Score -519540.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -519548.812500 Penalty: 2818.168213
	Iteration 17Q: 3 clusters Score -519548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -519556.781250 Penalty: 2818.168213
	Iteration 18Q: 3 clusters Score -519556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -519562.937500 Penalty: 2818.168213
	Iteration 19Q: 3 clusters Score -519562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -519569.093750 Penalty: 2818.168213
	Iteration 20F: 3 clusters Score -519569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -519574.250000 Penalty: 2818.168213
	Iteration 21Q: 3 clusters Score -519574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -519578.093750 Penalty: 2818.168213
	Iteration 22Q: 3 clusters Score -519578.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -519584.656250 Penalty: 2818.168213
	Iteration 23Q: 3 clusters Score -519584.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -519588.062500 Penalty: 2818.168213
	Iteration 24Q: 3 clusters Score -519588.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -519594.062500 Penalty: 2818.168213
	Iteration 25Q: 3 clusters Score -519594.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -519596.437500 Penalty: 2818.168213
	Iteration 26Q: 3 clusters Score -519596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -519596.906250 Penalty: 2818.168213
	Iteration 27Q: 3 clusters Score -519596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -519597.718750 Penalty: 2818.168213
	Iteration 28Q: 3 clusters Score -519597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -519597.718750 Penalty: 2818.168213
	Iteration 29F: 3 clusters Score -519597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Entering Unmasked Estep 
Score: -655754.187500 Penalty: 1446.427856
	Iteration 0F: 2 clusters Score -655754.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -650310.187500 Penalty: 2892.855713
	Iteration 0F: 3 clusters Score -650310.2 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -651990.687500 Penalty: 2892.855713
	Iteration 1F: 3 clusters Score -651990.7 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -652299.125000 Penalty: 2892.855713
	Iteration 2F: 3 clusters Score -652299.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -652561.937500 Penalty: 2892.855713
	Iteration 3F: 3 clusters Score -652561.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -652847.062500 Penalty: 2892.855713
	Iteration 4F: 3 clusters Score -652847.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -653123.500000 Penalty: 2892.855713
	Iteration 5F: 3 clusters Score -653123.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -653342.500000 Penalty: 2892.855713
	Iteration 6Q: 3 clusters Score -653342.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -653515.500000 Penalty: 2892.855713
	Iteration 7Q: 3 clusters Score -653515.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -653664.937500 Penalty: 2892.855713
	Iteration 8Q: 3 clusters Score -653664.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -653805.750000 Penalty: 2892.855713
	Iteration 9Q: 3 clusters Score -653805.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -653941.625000 Penalty: 2892.855713
	Iteration 10Q: 3 clusters Score -653941.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -654071.687500 Penalty: 2892.855713
	Iteration 11Q: 3 clusters Score -654071.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -654195.812500 Penalty: 2892.855713
	Iteration 12Q: 3 clusters Score -654195.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -654309.625000 Penalty: 2892.855713
	Iteration 13Q: 3 clusters Score -654309.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -654422.062500 Penalty: 2892.855713
	Iteration 14Q: 3 clusters Score -654422.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -654543.500000 Penalty: 2892.855713
	Iteration 15Q: 3 clusters Score -654543.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -654664.125000 Penalty: 2892.855713
	Iteration 16Q: 3 clusters Score -654664.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -654780.375000 Penalty: 2892.855713
	Iteration 17Q: 3 clusters Score -654780.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -654902.250000 Penalty: 2892.855713
	Iteration 18Q: 3 clusters Score -654902.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -655004.937500 Penalty: 2892.855713
	Iteration 19Q: 3 clusters Score -655004.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -655095.000000 Penalty: 2892.855713
	Iteration 20F: 3 clusters Score -655095 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -655169.437500 Penalty: 2892.855713
	Iteration 21Q: 3 clusters Score -655169.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -655227.812500 Penalty: 2892.855713
	Iteration 22Q: 3 clusters Score -655227.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -655273.687500 Penalty: 2892.855713
	Iteration 23Q: 3 clusters Score -655273.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -655307.250000 Penalty: 2892.855713
	Iteration 24Q: 3 clusters Score -655307.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -655350.562500 Penalty: 2892.855713
	Iteration 25Q: 3 clusters Score -655350.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -655385.500000 Penalty: 2892.855713
	Iteration 26Q: 3 clusters Score -655385.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -655414.125000 Penalty: 2892.855713
	Iteration 27Q: 3 clusters Score -655414.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -655445.625000 Penalty: 2892.855713
	Iteration 28Q: 3 clusters Score -655445.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -655466.062500 Penalty: 2892.855713
	Iteration 29Q: 3 clusters Score -655466.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -655479.187500 Penalty: 2892.855713
	Iteration 30Q: 3 clusters Score -655479.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -655491.187500 Penalty: 2892.855713
	Iteration 31Q: 3 clusters Score -655491.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -655500.187500 Penalty: 2892.855713
	Iteration 32Q: 3 clusters Score -655500.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -655507.250000 Penalty: 2892.855713
	Iteration 33Q: 3 clusters Score -655507.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -655517.375000 Penalty: 2892.855713
	Iteration 34Q: 3 clusters Score -655517.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -655524.562500 Penalty: 2892.855713
	Iteration 35Q: 3 clusters Score -655524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -655531.687500 Penalty: 2892.855713
	Iteration 36Q: 3 clusters Score -655531.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -655535.812500 Penalty: 2892.855713
	Iteration 37Q: 3 clusters Score -655535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -655537.187500 Penalty: 2892.855713
	Iteration 38Q: 3 clusters Score -655537.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -655540.500000 Penalty: 2892.855713
	Iteration 39Q: 3 clusters Score -655540.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -655540.875000 Penalty: 2892.855713
	Iteration 40F: 3 clusters Score -655540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -655542.500000 Penalty: 2892.855713
	Iteration 41Q: 3 clusters Score -655542.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -655542.500000 Penalty: 2892.855713
	Iteration 42F: 3 clusters Score -655542.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Entering Unmasked Estep 
Score: -365657.218750 Penalty: 1358.435425
	Iteration 0F: 2 clusters Score -365657.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -362163.656250 Penalty: 2716.870850
	Iteration 0F: 3 clusters Score -362163.7 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -363321.968750 Penalty: 2716.870850
	Iteration 1F: 3 clusters Score -363322 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -363661.468750 Penalty: 2716.870850
	Iteration 2F: 3 clusters Score -363661.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -363852.281250 Penalty: 2716.870850
	Iteration 3F: 3 clusters Score -363852.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -363977.437500 Penalty: 2716.870850
	Iteration 4Q: 3 clusters Score -363977.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -364091.156250 Penalty: 2716.870850
	Iteration 5Q: 3 clusters Score -364091.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -364190.562500 Penalty: 2716.870850
	Iteration 6Q: 3 clusters Score -364190.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -364288.031250 Penalty: 2716.870850
	Iteration 7Q: 3 clusters Score -364288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -364372.312500 Penalty: 2716.870850
	Iteration 8Q: 3 clusters Score -364372.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -364465.250000 Penalty: 2716.870850
	Iteration 9Q: 3 clusters Score -364465.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -364575.281250 Penalty: 2716.870850
	Iteration 10Q: 3 clusters Score -364575.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -364690.562500 Penalty: 2716.870850
	Iteration 11Q: 3 clusters Score -364690.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -364783.406250 Penalty: 2716.870850
	Iteration 12Q: 3 clusters Score -364783.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -364880.281250 Penalty: 2716.870850
	Iteration 13Q: 3 clusters Score -364880.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -364992.343750 Penalty: 2716.870850
	Iteration 14Q: 3 clusters Score -364992.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -365097.593750 Penalty: 2716.870850
	Iteration 15Q: 3 clusters Score -365097.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -365174.812500 Penalty: 2716.870850
	Iteration 16Q: 3 clusters Score -365174.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -365233.500000 Penalty: 2716.870850
	Iteration 17Q: 3 clusters Score -365233.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -365277.062500 Penalty: 2716.870850
	Iteration 18Q: 3 clusters Score -365277.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -365300.156250 Penalty: 2716.870850
	Iteration 19Q: 3 clusters Score -365300.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -365313.343750 Penalty: 2716.870850
	Iteration 20F: 3 clusters Score -365313.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -365321.750000 Penalty: 2716.870850
	Iteration 21Q: 3 clusters Score -365321.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -365328.156250 Penalty: 2716.870850
	Iteration 22Q: 3 clusters Score -365328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -365332.500000 Penalty: 2716.870850
	Iteration 23Q: 3 clusters Score -365332.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -365335.375000 Penalty: 2716.870850
	Iteration 24Q: 3 clusters Score -365335.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -365339.062500 Penalty: 2716.870850
	Iteration 25Q: 3 clusters Score -365339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -365339.250000 Penalty: 2716.870850
	Iteration 26Q: 3 clusters Score -365339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -365339.718750 Penalty: 2716.870850
	Iteration 27Q: 3 clusters Score -365339.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -365339.718750 Penalty: 2716.870850
	Iteration 28F: 3 clusters Score -365339.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Entering Unmasked Estep 
Score: -261805.671875 Penalty: 1298.633789
	Iteration 0F: 2 clusters Score -261805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -259151.859375 Penalty: 2597.267578
	Iteration 0F: 3 clusters Score -259151.9 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259801.328125 Penalty: 2597.267578
	Iteration 1F: 3 clusters Score -259801.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -259914.093750 Penalty: 2597.267578
	Iteration 2F: 3 clusters Score -259914.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -259991.343750 Penalty: 2597.267578
	Iteration 3Q: 3 clusters Score -259991.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -260062.437500 Penalty: 2597.267578
	Iteration 4Q: 3 clusters Score -260062.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260127.468750 Penalty: 2597.267578
	Iteration 5Q: 3 clusters Score -260127.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -260202.718750 Penalty: 2597.267578
	Iteration 6Q: 3 clusters Score -260202.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -260283.687500 Penalty: 2597.267578
	Iteration 7Q: 3 clusters Score -260283.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260361.937500 Penalty: 2597.267578
	Iteration 8Q: 3 clusters Score -260361.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -260435.953125 Penalty: 2597.267578
	Iteration 9Q: 3 clusters Score -260436 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -260502.718750 Penalty: 2597.267578
	Iteration 10Q: 3 clusters Score -260502.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -260557.406250 Penalty: 2597.267578
	Iteration 11Q: 3 clusters Score -260557.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -260604.156250 Penalty: 2597.267578
	Iteration 12Q: 3 clusters Score -260604.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -260643.140625 Penalty: 2597.267578
	Iteration 13Q: 3 clusters Score -260643.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -260673.625000 Penalty: 2597.267578
	Iteration 14Q: 3 clusters Score -260673.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -260696.703125 Penalty: 2597.267578
	Iteration 15Q: 3 clusters Score -260696.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -260719.312500 Penalty: 2597.267578
	Iteration 16Q: 3 clusters Score -260719.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -260739.031250 Penalty: 2597.267578
	Iteration 17Q: 3 clusters Score -260739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -260762.921875 Penalty: 2597.267578
	Iteration 18Q: 3 clusters Score -260762.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -260783.500000 Penalty: 2597.267578
	Iteration 19Q: 3 clusters Score -260783.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -260803.703125 Penalty: 2597.267578
	Iteration 20F: 3 clusters Score -260803.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -260825.265625 Penalty: 2597.267578
	Iteration 21Q: 3 clusters Score -260825.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -260851.187500 Penalty: 2597.267578
	Iteration 22Q: 3 clusters Score -260851.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -260872.656250 Penalty: 2597.267578
	Iteration 23Q: 3 clusters Score -260872.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -260885.609375 Penalty: 2597.267578
	Iteration 24Q: 3 clusters Score -260885.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -260893.062500 Penalty: 2597.267578
	Iteration 25Q: 3 clusters Score -260893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -260895.515625 Penalty: 2597.267578
	Iteration 26Q: 3 clusters Score -260895.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -260898.093750 Penalty: 2597.267578
	Iteration 27Q: 3 clusters Score -260898.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -260899.921875 Penalty: 2597.267578
	Iteration 28Q: 3 clusters Score -260899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -260899.921875 Penalty: 2597.267578
	Iteration 29F: 3 clusters Score -260899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -474494.781250 Penalty: 1388.562988
	Iteration 0F: 2 clusters Score -474494.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -470402.937500 Penalty: 2777.125977
	Iteration 0F: 3 clusters Score -470402.9 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -471536.593750 Penalty: 2777.125977
	Iteration 1F: 3 clusters Score -471536.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -471743.187500 Penalty: 2777.125977
	Iteration 2F: 3 clusters Score -471743.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -471885.218750 Penalty: 2777.125977
	Iteration 3F: 3 clusters Score -471885.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -471975.312500 Penalty: 2777.125977
	Iteration 4Q: 3 clusters Score -471975.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -472042.843750 Penalty: 2777.125977
	Iteration 5Q: 3 clusters Score -472042.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -472105.843750 Penalty: 2777.125977
	Iteration 6Q: 3 clusters Score -472105.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -472163.406250 Penalty: 2777.125977
	Iteration 7Q: 3 clusters Score -472163.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -472209.531250 Penalty: 2777.125977
	Iteration 8Q: 3 clusters Score -472209.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -472254.375000 Penalty: 2777.125977
	Iteration 9Q: 3 clusters Score -472254.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -472300.875000 Penalty: 2777.125977
	Iteration 10Q: 3 clusters Score -472300.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -472347.062500 Penalty: 2777.125977
	Iteration 11Q: 3 clusters Score -472347.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -472378.718750 Penalty: 2777.125977
	Iteration 12Q: 3 clusters Score -472378.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -472401.593750 Penalty: 2777.125977
	Iteration 13Q: 3 clusters Score -472401.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -472423.187500 Penalty: 2777.125977
	Iteration 14Q: 3 clusters Score -472423.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -472439.375000 Penalty: 2777.125977
	Iteration 15Q: 3 clusters Score -472439.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -472456.312500 Penalty: 2777.125977
	Iteration 16Q: 3 clusters Score -472456.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -472470.406250 Penalty: 2777.125977
	Iteration 17Q: 3 clusters Score -472470.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -472484.718750 Penalty: 2777.125977
	Iteration 18Q: 3 clusters Score -472484.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -472494.281250 Penalty: 2777.125977
	Iteration 19Q: 3 clusters Score -472494.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -472503.406250 Penalty: 2777.125977
	Iteration 20F: 3 clusters Score -472503.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -472515.093750 Penalty: 2777.125977
	Iteration 21Q: 3 clusters Score -472515.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -472525.031250 Penalty: 2777.125977
	Iteration 22Q: 3 clusters Score -472525 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -472536.500000 Penalty: 2777.125977
	Iteration 23Q: 3 clusters Score -472536.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -472546.281250 Penalty: 2777.125977
	Iteration 24Q: 3 clusters Score -472546.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -472558.562500 Penalty: 2777.125977
	Iteration 25Q: 3 clusters Score -472558.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -472569.031250 Penalty: 2777.125977
	Iteration 26Q: 3 clusters Score -472569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -472577.781250 Penalty: 2777.125977
	Iteration 27Q: 3 clusters Score -472577.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -472588.437500 Penalty: 2777.125977
	Iteration 28Q: 3 clusters Score -472588.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -472598.781250 Penalty: 2777.125977
	Iteration 29Q: 3 clusters Score -472598.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -472612.812500 Penalty: 2777.125977
	Iteration 30Q: 3 clusters Score -472612.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -472627.312500 Penalty: 2777.125977
	Iteration 31Q: 3 clusters Score -472627.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -472637.812500 Penalty: 2777.125977
	Iteration 32Q: 3 clusters Score -472637.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -472647.375000 Penalty: 2777.125977
	Iteration 33Q: 3 clusters Score -472647.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -472654.875000 Penalty: 2777.125977
	Iteration 34Q: 3 clusters Score -472654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -472663.937500 Penalty: 2777.125977
	Iteration 35Q: 3 clusters Score -472663.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -472675.375000 Penalty: 2777.125977
	Iteration 36Q: 3 clusters Score -472675.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -472687.375000 Penalty: 2777.125977
	Iteration 37Q: 3 clusters Score -472687.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -472700.468750 Penalty: 2777.125977
	Iteration 38Q: 3 clusters Score -472700.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -472714.312500 Penalty: 2777.125977
	Iteration 39Q: 3 clusters Score -472714.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -472727.000000 Penalty: 2777.125977
	Iteration 40F: 3 clusters Score -472727 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -472735.406250 Penalty: 2777.125977
	Iteration 41Q: 3 clusters Score -472735.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -472743.062500 Penalty: 2777.125977
	Iteration 42Q: 3 clusters Score -472743.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -472752.625000 Penalty: 2777.125977
	Iteration 43Q: 3 clusters Score -472752.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -472768.187500 Penalty: 2777.125977
	Iteration 44Q: 3 clusters Score -472768.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -472777.781250 Penalty: 2777.125977
	Iteration 45Q: 3 clusters Score -472777.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -472787.562500 Penalty: 2777.125977
	Iteration 46Q: 3 clusters Score -472787.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -472803.093750 Penalty: 2777.125977
	Iteration 47Q: 3 clusters Score -472803.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -472822.125000 Penalty: 2777.125977
	Iteration 48Q: 3 clusters Score -472822.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -472837.218750 Penalty: 2777.125977
	Iteration 49Q: 3 clusters Score -472837.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -472855.968750 Penalty: 2777.125977
	Iteration 50Q: 3 clusters Score -472856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -472871.906250 Penalty: 2777.125977
	Iteration 51Q: 3 clusters Score -472871.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -472882.375000 Penalty: 2777.125977
	Iteration 52Q: 3 clusters Score -472882.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -472893.531250 Penalty: 2777.125977
	Iteration 53Q: 3 clusters Score -472893.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -472902.937500 Penalty: 2777.125977
	Iteration 54Q: 3 clusters Score -472902.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -472912.343750 Penalty: 2777.125977
	Iteration 55Q: 3 clusters Score -472912.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -472918.781250 Penalty: 2777.125977
	Iteration 56Q: 3 clusters Score -472918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -472922.468750 Penalty: 2777.125977
	Iteration 57Q: 3 clusters Score -472922.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -472928.500000 Penalty: 2777.125977
	Iteration 58Q: 3 clusters Score -472928.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -472938.718750 Penalty: 2777.125977
	Iteration 59Q: 3 clusters Score -472938.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -472953.968750 Penalty: 2777.125977
	Iteration 60F: 3 clusters Score -472954 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -472967.093750 Penalty: 2777.125977
	Iteration 61Q: 3 clusters Score -472967.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -472979.468750 Penalty: 2777.125977
	Iteration 62Q: 3 clusters Score -472979.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -472997.687500 Penalty: 2777.125977
	Iteration 63Q: 3 clusters Score -472997.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -473011.562500 Penalty: 2777.125977
	Iteration 64Q: 3 clusters Score -473011.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -473023.875000 Penalty: 2777.125977
	Iteration 65Q: 3 clusters Score -473023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -473037.375000 Penalty: 2777.125977
	Iteration 66Q: 3 clusters Score -473037.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -473051.937500 Penalty: 2777.125977
	Iteration 67Q: 3 clusters Score -473051.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -473068.718750 Penalty: 2777.125977
	Iteration 68Q: 3 clusters Score -473068.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -473082.437500 Penalty: 2777.125977
	Iteration 69Q: 3 clusters Score -473082.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -473096.218750 Penalty: 2777.125977
	Iteration 70Q: 3 clusters Score -473096.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -473109.968750 Penalty: 2777.125977
	Iteration 71Q: 3 clusters Score -473110 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -473123.906250 Penalty: 2777.125977
	Iteration 72Q: 3 clusters Score -473123.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -473134.625000 Penalty: 2777.125977
	Iteration 73Q: 3 clusters Score -473134.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -473148.718750 Penalty: 2777.125977
	Iteration 74Q: 3 clusters Score -473148.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -473156.312500 Penalty: 2777.125977
	Iteration 75Q: 3 clusters Score -473156.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -473160.406250 Penalty: 2777.125977
	Iteration 76Q: 3 clusters Score -473160.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -473165.218750 Penalty: 2777.125977
	Iteration 77Q: 3 clusters Score -473165.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -473169.593750 Penalty: 2777.125977
	Iteration 78Q: 3 clusters Score -473169.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -473175.937500 Penalty: 2777.125977
	Iteration 79Q: 3 clusters Score -473175.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -473180.750000 Penalty: 2777.125977
	Iteration 80F: 3 clusters Score -473180.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -473186.375000 Penalty: 2777.125977
	Iteration 81Q: 3 clusters Score -473186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -473187.562500 Penalty: 2777.125977
	Iteration 82Q: 3 clusters Score -473187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -473190.093750 Penalty: 2777.125977
	Iteration 83Q: 3 clusters Score -473190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -473192.375000 Penalty: 2777.125977
	Iteration 84Q: 3 clusters Score -473192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -473198.281250 Penalty: 2777.125977
	Iteration 85Q: 3 clusters Score -473198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -473203.000000 Penalty: 2777.125977
	Iteration 86Q: 3 clusters Score -473203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -473207.593750 Penalty: 2777.125977
	Iteration 87Q: 3 clusters Score -473207.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -473215.156250 Penalty: 2777.125977
	Iteration 88Q: 3 clusters Score -473215.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -473217.906250 Penalty: 2777.125977
	Iteration 89Q: 3 clusters Score -473217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -473218.781250 Penalty: 2777.125977
	Iteration 90Q: 3 clusters Score -473218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -473218.781250 Penalty: 2777.125977
	Iteration 91F: 3 clusters Score -473218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23120 members 
Mstep: Class 3 contains 4290 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8229 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16443 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31197 members 
Mstep: Class 12 contains 3517 members 
Mstep: Class 13 contains 14076 members 
Mstep: Class 14 contains 30357 members 
Mstep: Class 15 contains 6833 members 
Mstep: Class 16 contains 70050 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7340 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 2956 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815416.000000 Penalty: 42822.269531
Iteration 399Q: 22 clusters Score -2.481542e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 4292 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16445 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 3520 members 
Mstep: Class 13 contains 14054 members 
Mstep: Class 14 contains 30358 members 
Mstep: Class 15 contains 6851 members 
Mstep: Class 16 contains 70054 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 2962 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815412.000000 Penalty: 42822.269531
Iteration 400F: 22 clusters Score -2.481541e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 23086 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8223 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 3522 members 
Mstep: Class 13 contains 14034 members 
Mstep: Class 14 contains 30359 members 
Mstep: Class 15 contains 6865 members 
Mstep: Class 16 contains 70059 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7338 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 2970 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815400.000000 Penalty: 42822.269531
Iteration 401Q: 22 clusters Score -2.48154e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 23079 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8216 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31194 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 14023 members 
Mstep: Class 14 contains 30361 members 
Mstep: Class 15 contains 6879 members 
Mstep: Class 16 contains 70061 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7339 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 2974 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815414.000000 Penalty: 42822.269531
Iteration 402Q: 22 clusters Score -2.481541e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 23072 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8215 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31192 members 
Mstep: Class 12 contains 3529 members 
Mstep: Class 13 contains 14018 members 
Mstep: Class 14 contains 30371 members 
Mstep: Class 15 contains 6886 members 
Mstep: Class 16 contains 70063 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7343 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 2979 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815420.000000 Penalty: 42822.269531
Iteration 403Q: 22 clusters Score -2.481542e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 23053 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8215 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16448 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31191 members 
Mstep: Class 12 contains 3530 members 
Mstep: Class 13 contains 14010 members 
Mstep: Class 14 contains 30379 members 
Mstep: Class 15 contains 6903 members 
Mstep: Class 16 contains 70072 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7342 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 2980 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815388.000000 Penalty: 42822.269531
Iteration 404Q: 22 clusters Score -2.481539e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 23040 members 
Mstep: Class 3 contains 4285 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8217 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16449 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31190 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 14000 members 
Mstep: Class 14 contains 30377 members 
Mstep: Class 15 contains 6919 members 
Mstep: Class 16 contains 70072 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2984 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815402.000000 Penalty: 42822.269531
Iteration 405Q: 22 clusters Score -2.48154e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 23029 members 
Mstep: Class 3 contains 4287 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8214 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3531 members 
Mstep: Class 13 contains 13992 members 
Mstep: Class 14 contains 30377 members 
Mstep: Class 15 contains 6933 members 
Mstep: Class 16 contains 70070 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7345 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2986 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815376.000000 Penalty: 42822.269531
Iteration 406Q: 22 clusters Score -2.481538e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 23003 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8212 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31186 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 30380 members 
Mstep: Class 15 contains 6952 members 
Mstep: Class 16 contains 70073 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7344 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2989 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815328.000000 Penalty: 42822.269531
Iteration 407Q: 22 clusters Score -2.481533e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22979 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8204 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5337 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3536 members 
Mstep: Class 13 contains 13974 members 
Mstep: Class 14 contains 30385 members 
Mstep: Class 15 contains 6974 members 
Mstep: Class 16 contains 70073 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7347 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2992 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815274.000000 Penalty: 42822.269531
Iteration 408Q: 22 clusters Score -2.481527e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 22941 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8197 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16451 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3539 members 
Mstep: Class 13 contains 13963 members 
Mstep: Class 14 contains 30391 members 
Mstep: Class 15 contains 7004 members 
Mstep: Class 16 contains 70077 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7348 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2994 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815332.000000 Penalty: 42822.269531
Iteration 409Q: 22 clusters Score -2.481533e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 22900 members 
Mstep: Class 3 contains 4291 members 
Mstep: Class 4 contains 4958 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8192 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 3543 members 
Mstep: Class 13 contains 13946 members 
Mstep: Class 14 contains 30394 members 
Mstep: Class 15 contains 7037 members 
Mstep: Class 16 contains 70080 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7350 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 2998 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815348.000000 Penalty: 42822.269531
Iteration 410Q: 22 clusters Score -2.481535e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 22867 members 
Mstep: Class 3 contains 4296 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8187 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16452 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31195 members 
Mstep: Class 12 contains 3549 members 
Mstep: Class 13 contains 13928 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 7072 members 
Mstep: Class 16 contains 70077 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7352 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3000 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815320.000000 Penalty: 42822.269531
Iteration 411Q: 22 clusters Score -2.481532e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 22841 members 
Mstep: Class 3 contains 4300 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8182 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16457 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 3559 members 
Mstep: Class 13 contains 13920 members 
Mstep: Class 14 contains 30394 members 
Mstep: Class 15 contains 7102 members 
Mstep: Class 16 contains 70077 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7354 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3002 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815334.000000 Penalty: 42822.269531
Iteration 412Q: 22 clusters Score -2.481533e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 22799 members 
Mstep: Class 3 contains 4303 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8172 members 
Mstep: Class 7 contains 10596 members 
Mstep: Class 8 contains 16461 members 
Mstep: Class 9 contains 5336 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31190 members 
Mstep: Class 12 contains 3567 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 30400 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 70081 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3013 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815362.000000 Penalty: 42822.269531
Iteration 413Q: 22 clusters Score -2.481536e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 22752 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 4040 members 
Mstep: Class 11 contains 31189 members 
Mstep: Class 12 contains 3577 members 
Mstep: Class 13 contains 13886 members 
Mstep: Class 14 contains 30406 members 
Mstep: Class 15 contains 7174 members 
Mstep: Class 16 contains 70090 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3018 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815422.000000 Penalty: 42822.269531
Iteration 414Q: 22 clusters Score -2.481542e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22682 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8167 members 
Mstep: Class 7 contains 10595 members 
Mstep: Class 8 contains 16470 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31186 members 
Mstep: Class 12 contains 3582 members 
Mstep: Class 13 contains 13872 members 
Mstep: Class 14 contains 30405 members 
Mstep: Class 15 contains 7211 members 
Mstep: Class 16 contains 70101 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3026 members 
Mstep: Class 21 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815426.000000 Penalty: 42822.269531
Iteration 415Q: 22 clusters Score -2.481543e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 22620 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 4999 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8163 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3584 members 
Mstep: Class 13 contains 13860 members 
Mstep: Class 14 contains 30404 members 
Mstep: Class 15 contains 7250 members 
Mstep: Class 16 contains 70108 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815464.000000 Penalty: 42822.269531
Iteration 416Q: 22 clusters Score -2.481546e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 22559 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8157 members 
Mstep: Class 7 contains 10593 members 
Mstep: Class 8 contains 16474 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31185 members 
Mstep: Class 12 contains 3587 members 
Mstep: Class 13 contains 13859 members 
Mstep: Class 14 contains 30408 members 
Mstep: Class 15 contains 7291 members 
Mstep: Class 16 contains 70113 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7365 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 3049 members 
Mstep: Class 21 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815548.000000 Penalty: 42822.269531
Iteration 417Q: 22 clusters Score -2.481555e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 22487 members 
Mstep: Class 3 contains 4305 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8153 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31183 members 
Mstep: Class 12 contains 3591 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 30411 members 
Mstep: Class 15 contains 7363 members 
Mstep: Class 16 contains 70118 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7361 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3056 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815544.000000 Penalty: 42822.269531
Iteration 418Q: 22 clusters Score -2.481554e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 22394 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 8151 members 
Mstep: Class 7 contains 10592 members 
Mstep: Class 8 contains 16476 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31183 members 
Mstep: Class 12 contains 3595 members 
Mstep: Class 13 contains 13815 members 
Mstep: Class 14 contains 30412 members 
Mstep: Class 15 contains 7446 members 
Mstep: Class 16 contains 70129 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7364 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3066 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815640.000000 Penalty: 42822.269531
Iteration 419Q: 22 clusters Score -2.481564e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 22301 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8141 members 
Mstep: Class 7 contains 10591 members 
Mstep: Class 8 contains 16479 members 
Mstep: Class 9 contains 5335 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 31184 members 
Mstep: Class 12 contains 3602 members 
Mstep: Class 13 contains 13799 members 
Mstep: Class 14 contains 30417 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 70152 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7368 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 3080 members 
Mstep: Class 21 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815696.000000 Penalty: 42822.269531
Iteration 420F: 22 clusters Score -2.48157e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 22211 members 
Mstep: Class 3 contains 4307 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8120 members 
Mstep: Class 7 contains 10591 members 
Mstep: Class 8 contains 16482 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3610 members 
Mstep: Class 13 contains 13772 members 
Mstep: Class 14 contains 30424 members 
Mstep: Class 15 contains 7609 members 
Mstep: Class 16 contains 70169 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7375 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 3091 members 
Mstep: Class 21 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815766.000000 Penalty: 42822.269531
Iteration 421Q: 22 clusters Score -2.481577e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 22115 members 
Mstep: Class 3 contains 4306 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8098 members 
Mstep: Class 7 contains 10588 members 
Mstep: Class 8 contains 16486 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31187 members 
Mstep: Class 12 contains 3616 members 
Mstep: Class 13 contains 13748 members 
Mstep: Class 14 contains 30434 members 
Mstep: Class 15 contains 7724 members 
Mstep: Class 16 contains 70192 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3099 members 
Mstep: Class 21 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815766.000000 Penalty: 42822.269531
Iteration 422Q: 22 clusters Score -2.481577e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 4304 members 
Mstep: Class 4 contains 5000 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8084 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 5334 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31193 members 
Mstep: Class 12 contains 3631 members 
Mstep: Class 13 contains 13715 members 
Mstep: Class 14 contains 30451 members 
Mstep: Class 15 contains 7841 members 
Mstep: Class 16 contains 70194 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 7390 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3113 members 
Mstep: Class 21 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815850.000000 Penalty: 42822.269531
Iteration 423Q: 22 clusters Score -2.481585e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 21880 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 4979 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8073 members 
Mstep: Class 7 contains 10584 members 
Mstep: Class 8 contains 16486 members 
Mstep: Class 9 contains 5333 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31204 members 
Mstep: Class 12 contains 3651 members 
Mstep: Class 13 contains 13675 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 7966 members 
Mstep: Class 16 contains 70206 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3119 members 
Mstep: Class 21 contains 5150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816016.000000 Penalty: 42822.269531
Iteration 424Q: 22 clusters Score -2.481602e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21740 members 
Mstep: Class 3 contains 4314 members 
Mstep: Class 4 contains 4963 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8061 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 16487 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31206 members 
Mstep: Class 12 contains 3674 members 
Mstep: Class 13 contains 13622 members 
Mstep: Class 14 contains 30488 members 
Mstep: Class 15 contains 8120 members 
Mstep: Class 16 contains 70211 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7398 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 3134 members 
Mstep: Class 21 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816066.000000 Penalty: 42822.269531
Iteration 425Q: 22 clusters Score -2.481607e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 21596 members 
Mstep: Class 3 contains 4319 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8036 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5332 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31210 members 
Mstep: Class 12 contains 3702 members 
Mstep: Class 13 contains 13558 members 
Mstep: Class 14 contains 30507 members 
Mstep: Class 15 contains 8288 members 
Mstep: Class 16 contains 70226 members 
Mstep: Class 17 contains 5833 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 3149 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816116.000000 Penalty: 42822.269531
Iteration 426Q: 22 clusters Score -2.481612e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 21467 members 
Mstep: Class 3 contains 4324 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 8003 members 
Mstep: Class 7 contains 10587 members 
Mstep: Class 8 contains 16490 members 
Mstep: Class 9 contains 5331 members 
Mstep: Class 10 contains 4042 members 
Mstep: Class 11 contains 31217 members 
Mstep: Class 12 contains 3729 members 
Mstep: Class 13 contains 13504 members 
Mstep: Class 14 contains 30545 members 
Mstep: Class 15 contains 8432 members 
Mstep: Class 16 contains 70231 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 19 contains 4268 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816270.000000 Penalty: 42822.269531
Iteration 427Q: 22 clusters Score -2.481627e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21375 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 7966 members 
Mstep: Class 7 contains 10586 members 
Mstep: Class 8 contains 16488 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 31223 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 13423 members 
Mstep: Class 14 contains 30585 members 
Mstep: Class 15 contains 8592 members 
Mstep: Class 16 contains 70236 members 
Mstep: Class 17 contains 5834 members 
Mstep: Class 18 contains 7392 members 
Mstep: Class 19 contains 4266 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816352.000000 Penalty: 42822.269531
Iteration 428Q: 22 clusters Score -2.481635e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7927 members 
Mstep: Class 7 contains 10582 members 
Mstep: Class 8 contains 16494 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 4036 members 
Mstep: Class 11 contains 31228 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 13351 members 
Mstep: Class 14 contains 30624 members 
Mstep: Class 15 contains 8745 members 
Mstep: Class 16 contains 70247 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 7387 members 
Mstep: Class 19 contains 4265 members 
Mstep: Class 20 contains 3223 members 
Mstep: Class 21 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816328.000000 Penalty: 42822.269531
Iteration 429Q: 22 clusters Score -2.481633e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 21136 members 
Mstep: Class 3 contains 4331 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7898 members 
Mstep: Class 7 contains 10579 members 
Mstep: Class 8 contains 16493 members 
Mstep: Class 9 contains 5325 members 
Mstep: Class 10 contains 4035 members 
Mstep: Class 11 contains 31233 members 
Mstep: Class 12 contains 3821 members 
Mstep: Class 13 contains 13275 members 
Mstep: Class 14 contains 30672 members 
Mstep: Class 15 contains 8870 members 
Mstep: Class 16 contains 70256 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 4269 members 
Mstep: Class 20 contains 3243 members 
Mstep: Class 21 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816456.000000 Penalty: 42822.269531
Iteration 430Q: 22 clusters Score -2.481646e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 21026 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7876 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 16496 members 
Mstep: Class 9 contains 5323 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 31243 members 
Mstep: Class 12 contains 3871 members 
Mstep: Class 13 contains 13200 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 70244 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7383 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3261 members 
Mstep: Class 21 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816546.000000 Penalty: 42822.269531
Iteration 431Q: 22 clusters Score -2.481655e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 4329 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 10578 members 
Mstep: Class 8 contains 16495 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 4034 members 
Mstep: Class 11 contains 31246 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 13127 members 
Mstep: Class 14 contains 30770 members 
Mstep: Class 15 contains 9059 members 
Mstep: Class 16 contains 70224 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7377 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 5159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816784.000000 Penalty: 42822.269531
Iteration 432Q: 22 clusters Score -2.481678e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 20839 members 
Mstep: Class 3 contains 4327 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1334 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 16499 members 
Mstep: Class 9 contains 5317 members 
Mstep: Class 10 contains 4033 members 
Mstep: Class 11 contains 31246 members 
Mstep: Class 12 contains 3970 members 
Mstep: Class 13 contains 13064 members 
Mstep: Class 14 contains 30802 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 70231 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7374 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 3314 members 
Mstep: Class 21 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816866.000000 Penalty: 42822.269531
Iteration 433Q: 22 clusters Score -2.481687e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 20748 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 7814 members 
Mstep: Class 7 contains 10571 members 
Mstep: Class 8 contains 16507 members 
Mstep: Class 9 contains 5311 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 31238 members 
Mstep: Class 12 contains 4027 members 
Mstep: Class 13 contains 12980 members 
Mstep: Class 14 contains 30850 members 
Mstep: Class 15 contains 9205 members 
Mstep: Class 16 contains 70226 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7370 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3324 members 
Mstep: Class 21 contains 5170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817042.000000 Penalty: 42822.269531
Iteration 434Q: 22 clusters Score -2.481704e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 20672 members 
Mstep: Class 3 contains 4348 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 10566 members 
Mstep: Class 8 contains 16510 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 31241 members 
Mstep: Class 12 contains 4076 members 
Mstep: Class 13 contains 12883 members 
Mstep: Class 14 contains 30861 members 
Mstep: Class 15 contains 9280 members 
Mstep: Class 16 contains 70214 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7367 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 5174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817128.000000 Penalty: 42822.269531
Iteration 435Q: 22 clusters Score -2.481713e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 20607 members 
Mstep: Class 3 contains 4353 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7757 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 16512 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 31244 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 12792 members 
Mstep: Class 14 contains 30857 members 
Mstep: Class 15 contains 9323 members 
Mstep: Class 16 contains 70240 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 7364 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 3363 members 
Mstep: Class 21 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817192.000000 Penalty: 42822.269531
Iteration 436Q: 22 clusters Score -2.481719e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 20547 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7745 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 16519 members 
Mstep: Class 9 contains 5309 members 
Mstep: Class 10 contains 4030 members 
Mstep: Class 11 contains 31254 members 
Mstep: Class 12 contains 4160 members 
Mstep: Class 13 contains 12698 members 
Mstep: Class 14 contains 30862 members 
Mstep: Class 15 contains 9383 members 
Mstep: Class 16 contains 70251 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7364 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 3375 members 
Mstep: Class 21 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817304.000000 Penalty: 42822.269531
Iteration 437Q: 22 clusters Score -2.48173e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 20472 members 
Mstep: Class 3 contains 4359 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7739 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16514 members 
Mstep: Class 9 contains 5308 members 
Mstep: Class 10 contains 4029 members 
Mstep: Class 11 contains 31264 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 12598 members 
Mstep: Class 14 contains 30876 members 
Mstep: Class 15 contains 9454 members 
Mstep: Class 16 contains 70272 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7373 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 3377 members 
Mstep: Class 21 contains 5186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817466.000000 Penalty: 42822.269531
Iteration 438Q: 22 clusters Score -2.481747e+07 nChanged 600
Entering ConstructFrom: 
Score: -24817466.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (21774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Entering Unmasked Estep 
Score: -1968668.500000 Penalty: 1623.126709
	Iteration 0F: 2 clusters Score -1968668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1953879.500000 Penalty: 3246.253418
	Iteration 0F: 3 clusters Score -1953880 nChanged 9810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1959229.500000 Penalty: 3246.253418
	Iteration 1F: 3 clusters Score -1959230 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1959646.750000 Penalty: 3246.253418
	Iteration 2F: 3 clusters Score -1959647 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1959984.875000 Penalty: 3246.253418
	Iteration 3Q: 3 clusters Score -1959985 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1960317.000000 Penalty: 3246.253418
	Iteration 4Q: 3 clusters Score -1960317 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1960672.625000 Penalty: 3246.253418
	Iteration 5Q: 3 clusters Score -1960673 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1961119.125000 Penalty: 3246.253418
	Iteration 6Q: 3 clusters Score -1961119 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1961789.500000 Penalty: 3246.253418
	Iteration 7Q: 3 clusters Score -1961790 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1962683.875000 Penalty: 3246.253418
	Iteration 8F: 3 clusters Score -1962684 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -1963708.000000 Penalty: 3246.253418
	Iteration 9F: 3 clusters Score -1963708 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -1964723.125000 Penalty: 3246.253418
	Iteration 10F: 3 clusters Score -1964723 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1965521.500000 Penalty: 3246.253418
	Iteration 11Q: 3 clusters Score -1965522 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -1966124.375000 Penalty: 3246.253418
	Iteration 12Q: 3 clusters Score -1966124 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -1966552.625000 Penalty: 3246.253418
	Iteration 13Q: 3 clusters Score -1966553 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -1966855.250000 Penalty: 3246.253418
	Iteration 14Q: 3 clusters Score -1966855 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1967090.875000 Penalty: 3246.253418
	Iteration 15Q: 3 clusters Score -1967091 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -1967228.125000 Penalty: 3246.253418
	Iteration 16Q: 3 clusters Score -1967228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -1967319.750000 Penalty: 3246.253418
	Iteration 17Q: 3 clusters Score -1967320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -1967384.375000 Penalty: 3246.253418
	Iteration 18Q: 3 clusters Score -1967384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -1967431.875000 Penalty: 3246.253418
	Iteration 19Q: 3 clusters Score -1967432 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -1967472.125000 Penalty: 3246.253418
	Iteration 20F: 3 clusters Score -1967472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1967507.750000 Penalty: 3246.253418
	Iteration 21Q: 3 clusters Score -1967508 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -1967541.625000 Penalty: 3246.253418
	Iteration 22Q: 3 clusters Score -1967542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -1967569.000000 Penalty: 3246.253418
	Iteration 23Q: 3 clusters Score -1967569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -1967584.750000 Penalty: 3246.253418
	Iteration 24Q: 3 clusters Score -1967585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -1967606.250000 Penalty: 3246.253418
	Iteration 25Q: 3 clusters Score -1967606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -1967619.625000 Penalty: 3246.253418
	Iteration 26Q: 3 clusters Score -1967620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1967622.500000 Penalty: 3246.253418
	Iteration 27Q: 3 clusters Score -1967622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -1967629.625000 Penalty: 3246.253418
	Iteration 28Q: 3 clusters Score -1967630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -1967636.375000 Penalty: 3246.253418
	Iteration 29Q: 3 clusters Score -1967636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1967640.875000 Penalty: 3246.253418
	Iteration 30Q: 3 clusters Score -1967641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1967648.375000 Penalty: 3246.253418
	Iteration 31Q: 3 clusters Score -1967648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -1967648.500000 Penalty: 3246.253418
	Iteration 32Q: 3 clusters Score -1967648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1967650.000000 Penalty: 3246.253418
	Iteration 33Q: 3 clusters Score -1967650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1967647.125000 Penalty: 3246.253418
	Iteration 34Q: 3 clusters Score -1967647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -1967646.625000 Penalty: 3246.253418
	Iteration 35Q: 3 clusters Score -1967647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -1967649.125000 Penalty: 3246.253418
	Iteration 36Q: 3 clusters Score -1967649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1967649.875000 Penalty: 3246.253418
	Iteration 37Q: 3 clusters Score -1967650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -1967649.875000 Penalty: 3246.253418
	Iteration 38F: 3 clusters Score -1967650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Entering Unmasked Estep 
Score: -1884822.750000 Penalty: 1612.614380
	Iteration 0F: 2 clusters Score -1884823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1871014.750000 Penalty: 3225.228760
	Iteration 0F: 3 clusters Score -1871015 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1876165.625000 Penalty: 3225.228760
	Iteration 1F: 3 clusters Score -1876166 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1876560.000000 Penalty: 3225.228760
	Iteration 2F: 3 clusters Score -1876560 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1876955.625000 Penalty: 3225.228760
	Iteration 3Q: 3 clusters Score -1876956 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1877383.625000 Penalty: 3225.228760
	Iteration 4Q: 3 clusters Score -1877384 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1877838.625000 Penalty: 3225.228760
	Iteration 5Q: 3 clusters Score -1877839 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1878389.750000 Penalty: 3225.228760
	Iteration 6F: 3 clusters Score -1878390 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1878973.250000 Penalty: 3225.228760
	Iteration 7F: 3 clusters Score -1878973 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1879577.375000 Penalty: 3225.228760
	Iteration 8F: 3 clusters Score -1879577 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1880216.500000 Penalty: 3225.228760
	Iteration 9Q: 3 clusters Score -1880216 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1880807.000000 Penalty: 3225.228760
	Iteration 10Q: 3 clusters Score -1880807 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1881286.625000 Penalty: 3225.228760
	Iteration 11Q: 3 clusters Score -1881287 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1881613.125000 Penalty: 3225.228760
	Iteration 12Q: 3 clusters Score -1881613 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1881786.875000 Penalty: 3225.228760
	Iteration 13Q: 3 clusters Score -1881787 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1881900.875000 Penalty: 3225.228760
	Iteration 14Q: 3 clusters Score -1881901 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1881955.625000 Penalty: 3225.228760
	Iteration 15Q: 3 clusters Score -1881956 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1882004.625000 Penalty: 3225.228760
	Iteration 16Q: 3 clusters Score -1882005 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1882052.500000 Penalty: 3225.228760
	Iteration 17Q: 3 clusters Score -1882052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1882102.625000 Penalty: 3225.228760
	Iteration 18Q: 3 clusters Score -1882103 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1882157.875000 Penalty: 3225.228760
	Iteration 19Q: 3 clusters Score -1882158 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1882211.250000 Penalty: 3225.228760
	Iteration 20F: 3 clusters Score -1882211 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1882260.000000 Penalty: 3225.228760
	Iteration 21Q: 3 clusters Score -1882260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1882308.875000 Penalty: 3225.228760
	Iteration 22Q: 3 clusters Score -1882309 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1882358.875000 Penalty: 3225.228760
	Iteration 23Q: 3 clusters Score -1882359 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1882397.625000 Penalty: 3225.228760
	Iteration 24Q: 3 clusters Score -1882398 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1882431.625000 Penalty: 3225.228760
	Iteration 25Q: 3 clusters Score -1882432 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1882475.875000 Penalty: 3225.228760
	Iteration 26Q: 3 clusters Score -1882476 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1882512.375000 Penalty: 3225.228760
	Iteration 27Q: 3 clusters Score -1882512 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1882546.625000 Penalty: 3225.228760
	Iteration 28Q: 3 clusters Score -1882547 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1882571.500000 Penalty: 3225.228760
	Iteration 29Q: 3 clusters Score -1882572 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1882598.625000 Penalty: 3225.228760
	Iteration 30Q: 3 clusters Score -1882599 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1882623.500000 Penalty: 3225.228760
	Iteration 31Q: 3 clusters Score -1882624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1882651.750000 Penalty: 3225.228760
	Iteration 32Q: 3 clusters Score -1882652 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1882675.500000 Penalty: 3225.228760
	Iteration 33Q: 3 clusters Score -1882676 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1882689.500000 Penalty: 3225.228760
	Iteration 34Q: 3 clusters Score -1882690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1882706.000000 Penalty: 3225.228760
	Iteration 35Q: 3 clusters Score -1882706 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1882720.750000 Penalty: 3225.228760
	Iteration 36Q: 3 clusters Score -1882721 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1882740.000000 Penalty: 3225.228760
	Iteration 37Q: 3 clusters Score -1882740 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1882748.625000 Penalty: 3225.228760
	Iteration 38Q: 3 clusters Score -1882749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1882765.000000 Penalty: 3225.228760
	Iteration 39Q: 3 clusters Score -1882765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1882767.000000 Penalty: 3225.228760
	Iteration 40F: 3 clusters Score -1882767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1882776.000000 Penalty: 3225.228760
	Iteration 41Q: 3 clusters Score -1882776 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1882791.125000 Penalty: 3225.228760
	Iteration 42Q: 3 clusters Score -1882791 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1882790.750000 Penalty: 3225.228760
	Iteration 43Q: 3 clusters Score -1882791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1882791.500000 Penalty: 3225.228760
	Iteration 44Q: 3 clusters Score -1882792 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1882807.375000 Penalty: 3225.228760
	Iteration 45Q: 3 clusters Score -1882807 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1882812.500000 Penalty: 3225.228760
	Iteration 46Q: 3 clusters Score -1882812 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1882816.750000 Penalty: 3225.228760
	Iteration 47Q: 3 clusters Score -1882817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1882826.625000 Penalty: 3225.228760
	Iteration 48Q: 3 clusters Score -1882827 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1882843.375000 Penalty: 3225.228760
	Iteration 49Q: 3 clusters Score -1882843 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1882868.125000 Penalty: 3225.228760
	Iteration 50Q: 3 clusters Score -1882868 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1882884.000000 Penalty: 3225.228760
	Iteration 51Q: 3 clusters Score -1882884 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1882900.000000 Penalty: 3225.228760
	Iteration 52Q: 3 clusters Score -1882900 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1882909.500000 Penalty: 3225.228760
	Iteration 53Q: 3 clusters Score -1882910 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1882924.875000 Penalty: 3225.228760
	Iteration 54Q: 3 clusters Score -1882925 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1882948.000000 Penalty: 3225.228760
	Iteration 55Q: 3 clusters Score -1882948 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1882963.375000 Penalty: 3225.228760
	Iteration 56Q: 3 clusters Score -1882963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1882976.125000 Penalty: 3225.228760
	Iteration 57Q: 3 clusters Score -1882976 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1883012.875000 Penalty: 3225.228760
	Iteration 58Q: 3 clusters Score -1883013 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1883048.250000 Penalty: 3225.228760
	Iteration 59Q: 3 clusters Score -1883048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1883074.750000 Penalty: 3225.228760
	Iteration 60F: 3 clusters Score -1883075 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1883102.375000 Penalty: 3225.228760
	Iteration 61Q: 3 clusters Score -1883102 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1883130.250000 Penalty: 3225.228760
	Iteration 62Q: 3 clusters Score -1883130 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1883171.125000 Penalty: 3225.228760
	Iteration 63Q: 3 clusters Score -1883171 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1883198.500000 Penalty: 3225.228760
	Iteration 64Q: 3 clusters Score -1883198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1883210.875000 Penalty: 3225.228760
	Iteration 65Q: 3 clusters Score -1883211 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1883233.000000 Penalty: 3225.228760
	Iteration 66Q: 3 clusters Score -1883233 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1883247.750000 Penalty: 3225.228760
	Iteration 67Q: 3 clusters Score -1883248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1883275.625000 Penalty: 3225.228760
	Iteration 68Q: 3 clusters Score -1883276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1883296.750000 Penalty: 3225.228760
	Iteration 69Q: 3 clusters Score -1883297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1883315.625000 Penalty: 3225.228760
	Iteration 70Q: 3 clusters Score -1883316 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1883326.375000 Penalty: 3225.228760
	Iteration 71Q: 3 clusters Score -1883326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1883335.125000 Penalty: 3225.228760
	Iteration 72Q: 3 clusters Score -1883335 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1883341.250000 Penalty: 3225.228760
	Iteration 73Q: 3 clusters Score -1883341 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1883359.125000 Penalty: 3225.228760
	Iteration 74Q: 3 clusters Score -1883359 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1883368.375000 Penalty: 3225.228760
	Iteration 75Q: 3 clusters Score -1883368 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1883384.875000 Penalty: 3225.228760
	Iteration 76Q: 3 clusters Score -1883385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1883388.500000 Penalty: 3225.228760
	Iteration 77Q: 3 clusters Score -1883388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1883405.875000 Penalty: 3225.228760
	Iteration 78Q: 3 clusters Score -1883406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1883414.875000 Penalty: 3225.228760
	Iteration 79Q: 3 clusters Score -1883415 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1883428.000000 Penalty: 3225.228760
	Iteration 80F: 3 clusters Score -1883428 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1883429.000000 Penalty: 3225.228760
	Iteration 81Q: 3 clusters Score -1883429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1883433.500000 Penalty: 3225.228760
	Iteration 82Q: 3 clusters Score -1883434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1883438.500000 Penalty: 3225.228760
	Iteration 83Q: 3 clusters Score -1883438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1883442.875000 Penalty: 3225.228760
	Iteration 84Q: 3 clusters Score -1883443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1883446.125000 Penalty: 3225.228760
	Iteration 85Q: 3 clusters Score -1883446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1883444.500000 Penalty: 3225.228760
	Iteration 86Q: 3 clusters Score -1883444 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1883445.625000 Penalty: 3225.228760
	Iteration 87Q: 3 clusters Score -1883446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1883448.875000 Penalty: 3225.228760
	Iteration 88Q: 3 clusters Score -1883449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1883450.375000 Penalty: 3225.228760
	Iteration 89Q: 3 clusters Score -1883450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1883449.750000 Penalty: 3225.228760
	Iteration 90Q: 3 clusters Score -1883450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1883451.500000 Penalty: 3225.228760
	Iteration 91Q: 3 clusters Score -1883452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1883461.625000 Penalty: 3225.228760
	Iteration 92Q: 3 clusters Score -1883462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1883461.000000 Penalty: 3225.228760
	Iteration 93Q: 3 clusters Score -1883461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1883458.250000 Penalty: 3225.228760
	Iteration 94Q: 3 clusters Score -1883458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1883462.500000 Penalty: 3225.228760
	Iteration 95Q: 3 clusters Score -1883462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1883459.375000 Penalty: 3225.228760
	Iteration 96Q: 3 clusters Score -1883459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1883466.750000 Penalty: 3225.228760
	Iteration 97Q: 3 clusters Score -1883467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1883465.750000 Penalty: 3225.228760
	Iteration 98Q: 3 clusters Score -1883466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1883462.750000 Penalty: 3225.228760
	Iteration 99Q: 3 clusters Score -1883463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1883464.000000 Penalty: 3225.228760
	Iteration 100F: 3 clusters Score -1883464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1883467.250000 Penalty: 3225.228760
	Iteration 101Q: 3 clusters Score -1883467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1883466.000000 Penalty: 3225.228760
	Iteration 102Q: 3 clusters Score -1883466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1883470.375000 Penalty: 3225.228760
	Iteration 103Q: 3 clusters Score -1883470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1883466.250000 Penalty: 3225.228760
	Iteration 104Q: 3 clusters Score -1883466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1883468.375000 Penalty: 3225.228760
	Iteration 105Q: 3 clusters Score -1883468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1883468.875000 Penalty: 3225.228760
	Iteration 106Q: 3 clusters Score -1883469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1883474.500000 Penalty: 3225.228760
	Iteration 107Q: 3 clusters Score -1883474 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1883472.875000 Penalty: 3225.228760
	Iteration 108Q: 3 clusters Score -1883473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1883477.875000 Penalty: 3225.228760
	Iteration 109Q: 3 clusters Score -1883478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1883479.125000 Penalty: 3225.228760
	Iteration 110Q: 3 clusters Score -1883479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1883477.250000 Penalty: 3225.228760
	Iteration 111Q: 3 clusters Score -1883477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1883480.125000 Penalty: 3225.228760
	Iteration 112Q: 3 clusters Score -1883480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1883485.375000 Penalty: 3225.228760
	Iteration 113Q: 3 clusters Score -1883485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1883479.750000 Penalty: 3225.228760
	Iteration 114Q: 3 clusters Score -1883480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1883480.500000 Penalty: 3225.228760
	Iteration 115Q: 3 clusters Score -1883480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1883480.125000 Penalty: 3225.228760
	Iteration 116Q: 3 clusters Score -1883480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1883479.125000 Penalty: 3225.228760
	Iteration 117Q: 3 clusters Score -1883479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1883475.250000 Penalty: 3225.228760
	Iteration 118Q: 3 clusters Score -1883475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1883475.375000 Penalty: 3225.228760
	Iteration 119Q: 3 clusters Score -1883475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1883477.000000 Penalty: 3225.228760
	Iteration 120F: 3 clusters Score -1883477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1883474.750000 Penalty: 3225.228760
	Iteration 121Q: 3 clusters Score -1883475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1883478.625000 Penalty: 3225.228760
	Iteration 122Q: 3 clusters Score -1883479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1883479.500000 Penalty: 3225.228760
	Iteration 123Q: 3 clusters Score -1883480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1883479.500000 Penalty: 3225.228760
	Iteration 124F: 3 clusters Score -1883480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Entering Unmasked Estep 
Score: -350614.250000 Penalty: 1361.898804
	Iteration 0F: 2 clusters Score -350614.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -346976.000000 Penalty: 2723.797607
	Iteration 0F: 3 clusters Score -346976 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -348170.593750 Penalty: 2723.797607
	Iteration 1F: 3 clusters Score -348170.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -348600.187500 Penalty: 2723.797607
	Iteration 2F: 3 clusters Score -348600.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -348886.218750 Penalty: 2723.797607
	Iteration 3F: 3 clusters Score -348886.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -349057.937500 Penalty: 2723.797607
	Iteration 4F: 3 clusters Score -349057.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -349173.281250 Penalty: 2723.797607
	Iteration 5Q: 3 clusters Score -349173.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -349247.906250 Penalty: 2723.797607
	Iteration 6Q: 3 clusters Score -349247.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -349291.875000 Penalty: 2723.797607
	Iteration 7Q: 3 clusters Score -349291.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -349342.750000 Penalty: 2723.797607
	Iteration 8Q: 3 clusters Score -349342.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -349382.812500 Penalty: 2723.797607
	Iteration 9Q: 3 clusters Score -349382.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -349424.375000 Penalty: 2723.797607
	Iteration 10Q: 3 clusters Score -349424.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -349456.093750 Penalty: 2723.797607
	Iteration 11Q: 3 clusters Score -349456.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349482.343750 Penalty: 2723.797607
	Iteration 12Q: 3 clusters Score -349482.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -349512.218750 Penalty: 2723.797607
	Iteration 13Q: 3 clusters Score -349512.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -349539.781250 Penalty: 2723.797607
	Iteration 14Q: 3 clusters Score -349539.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -349561.031250 Penalty: 2723.797607
	Iteration 15Q: 3 clusters Score -349561 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -349579.343750 Penalty: 2723.797607
	Iteration 16Q: 3 clusters Score -349579.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -349592.781250 Penalty: 2723.797607
	Iteration 17Q: 3 clusters Score -349592.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -349611.406250 Penalty: 2723.797607
	Iteration 18Q: 3 clusters Score -349611.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -349627.562500 Penalty: 2723.797607
	Iteration 19Q: 3 clusters Score -349627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -349637.656250 Penalty: 2723.797607
	Iteration 20F: 3 clusters Score -349637.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -349653.656250 Penalty: 2723.797607
	Iteration 21Q: 3 clusters Score -349653.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349664.187500 Penalty: 2723.797607
	Iteration 22Q: 3 clusters Score -349664.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -349670.531250 Penalty: 2723.797607
	Iteration 23Q: 3 clusters Score -349670.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -349676.875000 Penalty: 2723.797607
	Iteration 24Q: 3 clusters Score -349676.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -349681.406250 Penalty: 2723.797607
	Iteration 25Q: 3 clusters Score -349681.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -349684.375000 Penalty: 2723.797607
	Iteration 26Q: 3 clusters Score -349684.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -349686.187500 Penalty: 2723.797607
	Iteration 27Q: 3 clusters Score -349686.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -349687.093750 Penalty: 2723.797607
	Iteration 28Q: 3 clusters Score -349687.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -349687.843750 Penalty: 2723.797607
	Iteration 29Q: 3 clusters Score -349687.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -349688.625000 Penalty: 2723.797607
	Iteration 30Q: 3 clusters Score -349688.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -349689.187500 Penalty: 2723.797607
	Iteration 31Q: 3 clusters Score -349689.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -349690.843750 Penalty: 2723.797607
	Iteration 32Q: 3 clusters Score -349690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349690.968750 Penalty: 2723.797607
	Iteration 33Q: 3 clusters Score -349691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -349691.656250 Penalty: 2723.797607
	Iteration 34Q: 3 clusters Score -349691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349691.250000 Penalty: 2723.797607
	Iteration 35Q: 3 clusters Score -349691.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -349691.250000 Penalty: 2723.797607
	Iteration 36F: 3 clusters Score -349691.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -449578.562500 Penalty: 1382.147949
	Iteration 0F: 2 clusters Score -449578.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -445677.250000 Penalty: 2764.295898
	Iteration 0F: 3 clusters Score -445677.2 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -446761.687500 Penalty: 2764.295898
	Iteration 1F: 3 clusters Score -446761.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -446928.812500 Penalty: 2764.295898
	Iteration 2F: 3 clusters Score -446928.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -447035.750000 Penalty: 2764.295898
	Iteration 3Q: 3 clusters Score -447035.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -447102.187500 Penalty: 2764.295898
	Iteration 4Q: 3 clusters Score -447102.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -447161.218750 Penalty: 2764.295898
	Iteration 5Q: 3 clusters Score -447161.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -447225.781250 Penalty: 2764.295898
	Iteration 6Q: 3 clusters Score -447225.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -447295.875000 Penalty: 2764.295898
	Iteration 7Q: 3 clusters Score -447295.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -447363.937500 Penalty: 2764.295898
	Iteration 8Q: 3 clusters Score -447363.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -447437.093750 Penalty: 2764.295898
	Iteration 9Q: 3 clusters Score -447437.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -447503.437500 Penalty: 2764.295898
	Iteration 10Q: 3 clusters Score -447503.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -447577.343750 Penalty: 2764.295898
	Iteration 11Q: 3 clusters Score -447577.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -447659.562500 Penalty: 2764.295898
	Iteration 12Q: 3 clusters Score -447659.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -447744.937500 Penalty: 2764.295898
	Iteration 13Q: 3 clusters Score -447744.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -447824.062500 Penalty: 2764.295898
	Iteration 14Q: 3 clusters Score -447824.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -447909.687500 Penalty: 2764.295898
	Iteration 15Q: 3 clusters Score -447909.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -447976.312500 Penalty: 2764.295898
	Iteration 16Q: 3 clusters Score -447976.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -448040.218750 Penalty: 2764.295898
	Iteration 17Q: 3 clusters Score -448040.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -448091.312500 Penalty: 2764.295898
	Iteration 18Q: 3 clusters Score -448091.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -448136.750000 Penalty: 2764.295898
	Iteration 19Q: 3 clusters Score -448136.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -448183.843750 Penalty: 2764.295898
	Iteration 20F: 3 clusters Score -448183.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -448232.187500 Penalty: 2764.295898
	Iteration 21Q: 3 clusters Score -448232.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -448281.968750 Penalty: 2764.295898
	Iteration 22Q: 3 clusters Score -448282 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -448311.468750 Penalty: 2764.295898
	Iteration 23Q: 3 clusters Score -448311.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -448341.937500 Penalty: 2764.295898
	Iteration 24Q: 3 clusters Score -448341.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -448372.093750 Penalty: 2764.295898
	Iteration 25Q: 3 clusters Score -448372.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -448396.625000 Penalty: 2764.295898
	Iteration 26Q: 3 clusters Score -448396.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -448409.968750 Penalty: 2764.295898
	Iteration 27Q: 3 clusters Score -448410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -448425.000000 Penalty: 2764.295898
	Iteration 28Q: 3 clusters Score -448425 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -448437.656250 Penalty: 2764.295898
	Iteration 29Q: 3 clusters Score -448437.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -448449.375000 Penalty: 2764.295898
	Iteration 30Q: 3 clusters Score -448449.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -448459.062500 Penalty: 2764.295898
	Iteration 31Q: 3 clusters Score -448459.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -448465.687500 Penalty: 2764.295898
	Iteration 32Q: 3 clusters Score -448465.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -448470.500000 Penalty: 2764.295898
	Iteration 33Q: 3 clusters Score -448470.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -448476.625000 Penalty: 2764.295898
	Iteration 34Q: 3 clusters Score -448476.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -448482.750000 Penalty: 2764.295898
	Iteration 35Q: 3 clusters Score -448482.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -448488.531250 Penalty: 2764.295898
	Iteration 36Q: 3 clusters Score -448488.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -448495.187500 Penalty: 2764.295898
	Iteration 37Q: 3 clusters Score -448495.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -448499.875000 Penalty: 2764.295898
	Iteration 38Q: 3 clusters Score -448499.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -448502.812500 Penalty: 2764.295898
	Iteration 39Q: 3 clusters Score -448502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -448504.250000 Penalty: 2764.295898
	Iteration 40F: 3 clusters Score -448504.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -448506.062500 Penalty: 2764.295898
	Iteration 41Q: 3 clusters Score -448506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -448508.031250 Penalty: 2764.295898
	Iteration 42Q: 3 clusters Score -448508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -448508.875000 Penalty: 2764.295898
	Iteration 43Q: 3 clusters Score -448508.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -448512.187500 Penalty: 2764.295898
	Iteration 44Q: 3 clusters Score -448512.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -448516.343750 Penalty: 2764.295898
	Iteration 45Q: 3 clusters Score -448516.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -448519.031250 Penalty: 2764.295898
	Iteration 46Q: 3 clusters Score -448519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -448521.875000 Penalty: 2764.295898
	Iteration 47Q: 3 clusters Score -448521.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -448523.375000 Penalty: 2764.295898
	Iteration 48Q: 3 clusters Score -448523.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -448523.968750 Penalty: 2764.295898
	Iteration 49Q: 3 clusters Score -448524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -448524.406250 Penalty: 2764.295898
	Iteration 50Q: 3 clusters Score -448524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -448526.343750 Penalty: 2764.295898
	Iteration 51Q: 3 clusters Score -448526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -448527.125000 Penalty: 2764.295898
	Iteration 52Q: 3 clusters Score -448527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -448528.562500 Penalty: 2764.295898
	Iteration 53Q: 3 clusters Score -448528.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -448529.812500 Penalty: 2764.295898
	Iteration 54Q: 3 clusters Score -448529.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -448530.187500 Penalty: 2764.295898
	Iteration 55Q: 3 clusters Score -448530.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -448532.906250 Penalty: 2764.295898
	Iteration 56Q: 3 clusters Score -448532.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -448532.656250 Penalty: 2764.295898
	Iteration 57Q: 3 clusters Score -448532.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -448533.156250 Penalty: 2764.295898
	Iteration 58Q: 3 clusters Score -448533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -448533.875000 Penalty: 2764.295898
	Iteration 59Q: 3 clusters Score -448533.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -448534.750000 Penalty: 2764.295898
	Iteration 60F: 3 clusters Score -448534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -448535.875000 Penalty: 2764.295898
	Iteration 61Q: 3 clusters Score -448535.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -448536.218750 Penalty: 2764.295898
	Iteration 62Q: 3 clusters Score -448536.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -448535.968750 Penalty: 2764.295898
	Iteration 63Q: 3 clusters Score -448536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -448535.968750 Penalty: 2764.295898
	Iteration 64F: 3 clusters Score -448536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -102332.273438 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -102332.3 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 657 members 
Entering Unmasked Estep 
Score: -100727.937500 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -100727.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -101158.718750 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -101158.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -101291.468750 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -101291.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -101388.015625 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -101388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -101465.570312 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -101465.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101547.632812 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -101547.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -101615.890625 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -101615.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101654.531250 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -101654.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101678.000000 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -101678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -101693.992188 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -101694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101704.226562 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -101704.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -101710.914062 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -101710.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101723.203125 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -101723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -101727.500000 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -101727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -101731.671875 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -101731.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101733.492188 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -101733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -101735.445312 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -101735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -101739.296875 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -101739.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -101741.664062 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -101741.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101742.000000 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -101742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -101742.000000 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -101742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Entering Unmasked Estep 
Score: -684689.500000 Penalty: 1454.735229
	Iteration 0F: 2 clusters Score -684689.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -678993.312500 Penalty: 2909.470459
	Iteration 0F: 3 clusters Score -678993.3 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -681024.000000 Penalty: 2909.470459
	Iteration 1F: 3 clusters Score -681024 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -681679.562500 Penalty: 2909.470459
	Iteration 2F: 3 clusters Score -681679.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -682308.750000 Penalty: 2909.470459
	Iteration 3F: 3 clusters Score -682308.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -682849.500000 Penalty: 2909.470459
	Iteration 4F: 3 clusters Score -682849.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -683295.187500 Penalty: 2909.470459
	Iteration 5F: 3 clusters Score -683295.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -683659.562500 Penalty: 2909.470459
	Iteration 6F: 3 clusters Score -683659.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -683879.062500 Penalty: 2909.470459
	Iteration 7Q: 3 clusters Score -683879.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -684031.125000 Penalty: 2909.470459
	Iteration 8Q: 3 clusters Score -684031.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -684129.500000 Penalty: 2909.470459
	Iteration 9Q: 3 clusters Score -684129.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -684216.687500 Penalty: 2909.470459
	Iteration 10Q: 3 clusters Score -684216.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -684283.812500 Penalty: 2909.470459
	Iteration 11Q: 3 clusters Score -684283.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -684341.437500 Penalty: 2909.470459
	Iteration 12Q: 3 clusters Score -684341.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -684383.812500 Penalty: 2909.470459
	Iteration 13Q: 3 clusters Score -684383.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -684421.937500 Penalty: 2909.470459
	Iteration 14Q: 3 clusters Score -684421.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -684460.187500 Penalty: 2909.470459
	Iteration 15Q: 3 clusters Score -684460.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -684492.562500 Penalty: 2909.470459
	Iteration 16Q: 3 clusters Score -684492.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -684519.125000 Penalty: 2909.470459
	Iteration 17Q: 3 clusters Score -684519.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -684547.562500 Penalty: 2909.470459
	Iteration 18Q: 3 clusters Score -684547.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -684568.312500 Penalty: 2909.470459
	Iteration 19Q: 3 clusters Score -684568.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -684604.812500 Penalty: 2909.470459
	Iteration 20F: 3 clusters Score -684604.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -684634.625000 Penalty: 2909.470459
	Iteration 21Q: 3 clusters Score -684634.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -684658.125000 Penalty: 2909.470459
	Iteration 22Q: 3 clusters Score -684658.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -684676.437500 Penalty: 2909.470459
	Iteration 23Q: 3 clusters Score -684676.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -684684.437500 Penalty: 2909.470459
	Iteration 24Q: 3 clusters Score -684684.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -684690.625000 Penalty: 2909.470459
	Iteration 25Q: 3 clusters Score -684690.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -684695.687500 Penalty: 2909.470459
	Iteration 26Q: 3 clusters Score -684695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -684696.250000 Penalty: 2909.470459
	Iteration 27Q: 3 clusters Score -684696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -684698.187500 Penalty: 2909.470459
	Iteration 28Q: 3 clusters Score -684698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -684697.687500 Penalty: 2909.470459
	Iteration 29Q: 3 clusters Score -684697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -684697.687500 Penalty: 2909.470459
	Iteration 30F: 3 clusters Score -684697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 5386 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16519 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 30890 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 70280 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 2339 members 
Entering Unmasked Estep 
Score: -24816950.000000 Penalty: 44861.425781
Splitting cluster 6 changes total score from -24817466.000000 to -24816950.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (10565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Entering Unmasked Estep 
Score: -920894.125000 Penalty: 1505.611572
	Iteration 0F: 2 clusters Score -920894.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -913391.312500 Penalty: 3011.223145
	Iteration 0F: 3 clusters Score -913391.3 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -915999.375000 Penalty: 3011.223145
	Iteration 1F: 3 clusters Score -915999.4 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -916580.625000 Penalty: 3011.223145
	Iteration 2F: 3 clusters Score -916580.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -917292.687500 Penalty: 3011.223145
	Iteration 3F: 3 clusters Score -917292.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -918223.812500 Penalty: 3011.223145
	Iteration 4F: 3 clusters Score -918223.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -919001.312500 Penalty: 3011.223145
	Iteration 5F: 3 clusters Score -919001.3 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -919491.062500 Penalty: 3011.223145
	Iteration 6F: 3 clusters Score -919491.1 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -919781.625000 Penalty: 3011.223145
	Iteration 7Q: 3 clusters Score -919781.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -919956.125000 Penalty: 3011.223145
	Iteration 8Q: 3 clusters Score -919956.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -920088.000000 Penalty: 3011.223145
	Iteration 9Q: 3 clusters Score -920088 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -920208.125000 Penalty: 3011.223145
	Iteration 10Q: 3 clusters Score -920208.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -920325.062500 Penalty: 3011.223145
	Iteration 11Q: 3 clusters Score -920325.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -920459.875000 Penalty: 3011.223145
	Iteration 12Q: 3 clusters Score -920459.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -920568.062500 Penalty: 3011.223145
	Iteration 13Q: 3 clusters Score -920568.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -920637.437500 Penalty: 3011.223145
	Iteration 14Q: 3 clusters Score -920637.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -920685.875000 Penalty: 3011.223145
	Iteration 15Q: 3 clusters Score -920685.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -920726.000000 Penalty: 3011.223145
	Iteration 16Q: 3 clusters Score -920726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -920760.562500 Penalty: 3011.223145
	Iteration 17Q: 3 clusters Score -920760.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -920780.750000 Penalty: 3011.223145
	Iteration 18Q: 3 clusters Score -920780.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -920806.375000 Penalty: 3011.223145
	Iteration 19Q: 3 clusters Score -920806.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -920832.937500 Penalty: 3011.223145
	Iteration 20F: 3 clusters Score -920832.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -920849.375000 Penalty: 3011.223145
	Iteration 21Q: 3 clusters Score -920849.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -920861.937500 Penalty: 3011.223145
	Iteration 22Q: 3 clusters Score -920861.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -920878.875000 Penalty: 3011.223145
	Iteration 23Q: 3 clusters Score -920878.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -920901.187500 Penalty: 3011.223145
	Iteration 24Q: 3 clusters Score -920901.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -920915.937500 Penalty: 3011.223145
	Iteration 25Q: 3 clusters Score -920915.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -920922.187500 Penalty: 3011.223145
	Iteration 26Q: 3 clusters Score -920922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -920927.875000 Penalty: 3011.223145
	Iteration 27Q: 3 clusters Score -920927.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -920934.875000 Penalty: 3011.223145
	Iteration 28Q: 3 clusters Score -920934.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -920941.125000 Penalty: 3011.223145
	Iteration 29Q: 3 clusters Score -920941.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -920941.125000 Penalty: 3011.223145
	Iteration 30Q: 3 clusters Score -920941.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -920940.875000 Penalty: 3011.223145
	Iteration 31Q: 3 clusters Score -920940.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -920942.562500 Penalty: 3011.223145
	Iteration 32Q: 3 clusters Score -920942.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -920945.187500 Penalty: 3011.223145
	Iteration 33Q: 3 clusters Score -920945.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -920944.750000 Penalty: 3011.223145
	Iteration 34Q: 3 clusters Score -920944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -920945.250000 Penalty: 3011.223145
	Iteration 35Q: 3 clusters Score -920945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -920947.250000 Penalty: 3011.223145
	Iteration 36Q: 3 clusters Score -920947.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -920946.437500 Penalty: 3011.223145
	Iteration 37Q: 3 clusters Score -920946.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -920946.125000 Penalty: 3011.223145
	Iteration 38Q: 3 clusters Score -920946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -920946.125000 Penalty: 3011.223145
	Iteration 39F: 3 clusters Score -920946.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7725 members 
Mstep: Class 7 contains 9837 members 
Mstep: Class 8 contains 16519 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 30890 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 70280 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5195 members 
Mstep: Class 22 contains 728 members 
Entering Unmasked Estep 
Score: -24817052.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24817466.000000 to -24817052.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Entering Unmasked Estep 
Score: -1497498.375000 Penalty: 1578.243408
	Iteration 0F: 2 clusters Score -1497498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1486093.125000 Penalty: 3156.486816
	Iteration 0F: 3 clusters Score -1486093 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1490123.750000 Penalty: 3156.486816
	Iteration 1F: 3 clusters Score -1490124 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -1490602.000000 Penalty: 3156.486816
	Iteration 2F: 3 clusters Score -1490602 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1491131.500000 Penalty: 3156.486816
	Iteration 3F: 3 clusters Score -1491132 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1491723.375000 Penalty: 3156.486816
	Iteration 4F: 3 clusters Score -1491723 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -1492430.750000 Penalty: 3156.486816
	Iteration 5F: 3 clusters Score -1492431 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1493160.375000 Penalty: 3156.486816
	Iteration 6F: 3 clusters Score -1493160 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1493842.375000 Penalty: 3156.486816
	Iteration 7F: 3 clusters Score -1493842 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1494474.000000 Penalty: 3156.486816
	Iteration 8Q: 3 clusters Score -1494474 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1495017.750000 Penalty: 3156.486816
	Iteration 9Q: 3 clusters Score -1495018 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -1495407.500000 Penalty: 3156.486816
	Iteration 10Q: 3 clusters Score -1495408 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1495693.875000 Penalty: 3156.486816
	Iteration 11Q: 3 clusters Score -1495694 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1495870.875000 Penalty: 3156.486816
	Iteration 12Q: 3 clusters Score -1495871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1495971.000000 Penalty: 3156.486816
	Iteration 13Q: 3 clusters Score -1495971 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1496019.250000 Penalty: 3156.486816
	Iteration 14Q: 3 clusters Score -1496019 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1496050.625000 Penalty: 3156.486816
	Iteration 15Q: 3 clusters Score -1496051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1496074.625000 Penalty: 3156.486816
	Iteration 16Q: 3 clusters Score -1496075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -1496088.250000 Penalty: 3156.486816
	Iteration 17Q: 3 clusters Score -1496088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -1496096.625000 Penalty: 3156.486816
	Iteration 18Q: 3 clusters Score -1496097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1496105.250000 Penalty: 3156.486816
	Iteration 19Q: 3 clusters Score -1496105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -1496108.000000 Penalty: 3156.486816
	Iteration 20F: 3 clusters Score -1496108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1496117.625000 Penalty: 3156.486816
	Iteration 21Q: 3 clusters Score -1496118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1496121.625000 Penalty: 3156.486816
	Iteration 22Q: 3 clusters Score -1496122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1496123.250000 Penalty: 3156.486816
	Iteration 23Q: 3 clusters Score -1496123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1496123.875000 Penalty: 3156.486816
	Iteration 24Q: 3 clusters Score -1496124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1496123.875000 Penalty: 3156.486816
	Iteration 25F: 3 clusters Score -1496124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -463547.125000 Penalty: 1393.665771
	Iteration 0F: 2 clusters Score -463547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -459401.562500 Penalty: 2787.331543
	Iteration 0F: 3 clusters Score -459401.6 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -460565.343750 Penalty: 2787.331543
	Iteration 1F: 3 clusters Score -460565.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -460759.187500 Penalty: 2787.331543
	Iteration 2F: 3 clusters Score -460759.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -460892.968750 Penalty: 2787.331543
	Iteration 3F: 3 clusters Score -460893 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -460998.531250 Penalty: 2787.331543
	Iteration 4Q: 3 clusters Score -460998.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -461083.281250 Penalty: 2787.331543
	Iteration 5Q: 3 clusters Score -461083.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -461146.031250 Penalty: 2787.331543
	Iteration 6Q: 3 clusters Score -461146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -461200.343750 Penalty: 2787.331543
	Iteration 7Q: 3 clusters Score -461200.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -461239.625000 Penalty: 2787.331543
	Iteration 8Q: 3 clusters Score -461239.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -461290.406250 Penalty: 2787.331543
	Iteration 9Q: 3 clusters Score -461290.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -461340.875000 Penalty: 2787.331543
	Iteration 10Q: 3 clusters Score -461340.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -461386.125000 Penalty: 2787.331543
	Iteration 11Q: 3 clusters Score -461386.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -461446.937500 Penalty: 2787.331543
	Iteration 12Q: 3 clusters Score -461446.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -461501.875000 Penalty: 2787.331543
	Iteration 13Q: 3 clusters Score -461501.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -461572.562500 Penalty: 2787.331543
	Iteration 14Q: 3 clusters Score -461572.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -461658.125000 Penalty: 2787.331543
	Iteration 15Q: 3 clusters Score -461658.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -461743.500000 Penalty: 2787.331543
	Iteration 16Q: 3 clusters Score -461743.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -461831.062500 Penalty: 2787.331543
	Iteration 17Q: 3 clusters Score -461831.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -461921.031250 Penalty: 2787.331543
	Iteration 18Q: 3 clusters Score -461921 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -461992.437500 Penalty: 2787.331543
	Iteration 19Q: 3 clusters Score -461992.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -462046.281250 Penalty: 2787.331543
	Iteration 20F: 3 clusters Score -462046.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -462098.218750 Penalty: 2787.331543
	Iteration 21Q: 3 clusters Score -462098.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -462133.781250 Penalty: 2787.331543
	Iteration 22Q: 3 clusters Score -462133.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -462164.875000 Penalty: 2787.331543
	Iteration 23Q: 3 clusters Score -462164.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -462192.843750 Penalty: 2787.331543
	Iteration 24Q: 3 clusters Score -462192.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -462216.687500 Penalty: 2787.331543
	Iteration 25Q: 3 clusters Score -462216.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -462235.281250 Penalty: 2787.331543
	Iteration 26Q: 3 clusters Score -462235.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -462252.156250 Penalty: 2787.331543
	Iteration 27Q: 3 clusters Score -462252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -462259.531250 Penalty: 2787.331543
	Iteration 28Q: 3 clusters Score -462259.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -462263.437500 Penalty: 2787.331543
	Iteration 29Q: 3 clusters Score -462263.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -462269.781250 Penalty: 2787.331543
	Iteration 30Q: 3 clusters Score -462269.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -462281.312500 Penalty: 2787.331543
	Iteration 31Q: 3 clusters Score -462281.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -462287.468750 Penalty: 2787.331543
	Iteration 32Q: 3 clusters Score -462287.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -462297.187500 Penalty: 2787.331543
	Iteration 33Q: 3 clusters Score -462297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -462303.656250 Penalty: 2787.331543
	Iteration 34Q: 3 clusters Score -462303.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -462308.343750 Penalty: 2787.331543
	Iteration 35Q: 3 clusters Score -462308.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -462314.875000 Penalty: 2787.331543
	Iteration 36Q: 3 clusters Score -462314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -462316.656250 Penalty: 2787.331543
	Iteration 37Q: 3 clusters Score -462316.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -462321.875000 Penalty: 2787.331543
	Iteration 38Q: 3 clusters Score -462321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -462326.000000 Penalty: 2787.331543
	Iteration 39Q: 3 clusters Score -462326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -462327.250000 Penalty: 2787.331543
	Iteration 40F: 3 clusters Score -462327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Entering Unmasked Estep 
Score: -358862.968750 Penalty: 1348.876343
	Iteration 0F: 2 clusters Score -358863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -355486.937500 Penalty: 2697.752686
	Iteration 0F: 3 clusters Score -355486.9 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -356374.687500 Penalty: 2697.752686
	Iteration 1F: 3 clusters Score -356374.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -356630.593750 Penalty: 2697.752686
	Iteration 2F: 3 clusters Score -356630.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -357036.687500 Penalty: 2697.752686
	Iteration 3F: 3 clusters Score -357036.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -357387.031250 Penalty: 2697.752686
	Iteration 4F: 3 clusters Score -357387 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -357664.031250 Penalty: 2697.752686
	Iteration 5F: 3 clusters Score -357664 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -357946.687500 Penalty: 2697.752686
	Iteration 6F: 3 clusters Score -357946.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -358145.062500 Penalty: 2697.752686
	Iteration 7F: 3 clusters Score -358145.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -358252.375000 Penalty: 2697.752686
	Iteration 8Q: 3 clusters Score -358252.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -358343.218750 Penalty: 2697.752686
	Iteration 9Q: 3 clusters Score -358343.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -358427.312500 Penalty: 2697.752686
	Iteration 10Q: 3 clusters Score -358427.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -358497.156250 Penalty: 2697.752686
	Iteration 11Q: 3 clusters Score -358497.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -358557.656250 Penalty: 2697.752686
	Iteration 12Q: 3 clusters Score -358557.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -358607.843750 Penalty: 2697.752686
	Iteration 13Q: 3 clusters Score -358607.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -358645.687500 Penalty: 2697.752686
	Iteration 14Q: 3 clusters Score -358645.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -358680.625000 Penalty: 2697.752686
	Iteration 15Q: 3 clusters Score -358680.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -358700.468750 Penalty: 2697.752686
	Iteration 16Q: 3 clusters Score -358700.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -358720.750000 Penalty: 2697.752686
	Iteration 17Q: 3 clusters Score -358720.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -358735.218750 Penalty: 2697.752686
	Iteration 18Q: 3 clusters Score -358735.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -358746.437500 Penalty: 2697.752686
	Iteration 19Q: 3 clusters Score -358746.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -358753.625000 Penalty: 2697.752686
	Iteration 20F: 3 clusters Score -358753.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -358758.125000 Penalty: 2697.752686
	Iteration 21Q: 3 clusters Score -358758.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -358761.687500 Penalty: 2697.752686
	Iteration 22Q: 3 clusters Score -358761.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -358765.687500 Penalty: 2697.752686
	Iteration 23Q: 3 clusters Score -358765.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -358768.968750 Penalty: 2697.752686
	Iteration 24Q: 3 clusters Score -358769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -358770.750000 Penalty: 2697.752686
	Iteration 25Q: 3 clusters Score -358770.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -358772.531250 Penalty: 2697.752686
	Iteration 26Q: 3 clusters Score -358772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -358773.312500 Penalty: 2697.752686
	Iteration 27Q: 3 clusters Score -358773.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -358774.687500 Penalty: 2697.752686
	Iteration 28Q: 3 clusters Score -358774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -358776.406250 Penalty: 2697.752686
	Iteration 29Q: 3 clusters Score -358776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -358777.375000 Penalty: 2697.752686
	Iteration 30Q: 3 clusters Score -358777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -358778.593750 Penalty: 2697.752686
	Iteration 31Q: 3 clusters Score -358778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -358778.781250 Penalty: 2697.752686
	Iteration 32Q: 3 clusters Score -358778.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -358781.593750 Penalty: 2697.752686
	Iteration 33Q: 3 clusters Score -358781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -358781.437500 Penalty: 2697.752686
	Iteration 34Q: 3 clusters Score -358781.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -358781.781250 Penalty: 2697.752686
	Iteration 35Q: 3 clusters Score -358781.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358782.531250 Penalty: 2697.752686
	Iteration 36Q: 3 clusters Score -358782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358783.281250 Penalty: 2697.752686
	Iteration 37Q: 3 clusters Score -358783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358783.093750 Penalty: 2697.752686
	Iteration 38Q: 3 clusters Score -358783.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -358783.093750 Penalty: 2697.752686
	Iteration 39F: 3 clusters Score -358783.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31274 members 
Entering Unmasked Estep 
Score: -2908928.500000 Penalty: 1681.963135
	Iteration 0F: 2 clusters Score -2908928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -2887933.750000 Penalty: 3363.926270
	Iteration 0F: 3 clusters Score -2887934 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2896209.000000 Penalty: 3363.926270
	Iteration 1F: 3 clusters Score -2896209 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2896893.250000 Penalty: 3363.926270
	Iteration 2F: 3 clusters Score -2896893 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -2897831.250000 Penalty: 3363.926270
	Iteration 3F: 3 clusters Score -2897831 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2898893.000000 Penalty: 3363.926270
	Iteration 4F: 3 clusters Score -2898893 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2900096.250000 Penalty: 3363.926270
	Iteration 5F: 3 clusters Score -2900096 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2901332.000000 Penalty: 3363.926270
	Iteration 6F: 3 clusters Score -2901332 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2902504.750000 Penalty: 3363.926270
	Iteration 7F: 3 clusters Score -2902505 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2903455.000000 Penalty: 3363.926270
	Iteration 8Q: 3 clusters Score -2903455 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2904084.000000 Penalty: 3363.926270
	Iteration 9Q: 3 clusters Score -2904084 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2904472.750000 Penalty: 3363.926270
	Iteration 10Q: 3 clusters Score -2904473 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2904747.750000 Penalty: 3363.926270
	Iteration 11Q: 3 clusters Score -2904748 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -2904978.000000 Penalty: 3363.926270
	Iteration 12Q: 3 clusters Score -2904978 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2905195.500000 Penalty: 3363.926270
	Iteration 13Q: 3 clusters Score -2905196 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2905400.250000 Penalty: 3363.926270
	Iteration 14Q: 3 clusters Score -2905400 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2905604.750000 Penalty: 3363.926270
	Iteration 15Q: 3 clusters Score -2905605 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2905798.750000 Penalty: 3363.926270
	Iteration 16Q: 3 clusters Score -2905799 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -2905969.250000 Penalty: 3363.926270
	Iteration 17Q: 3 clusters Score -2905969 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2906112.000000 Penalty: 3363.926270
	Iteration 18Q: 3 clusters Score -2906112 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2906272.000000 Penalty: 3363.926270
	Iteration 19Q: 3 clusters Score -2906272 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2906409.500000 Penalty: 3363.926270
	Iteration 20F: 3 clusters Score -2906410 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -2906526.500000 Penalty: 3363.926270
	Iteration 21Q: 3 clusters Score -2906526 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2906620.500000 Penalty: 3363.926270
	Iteration 22Q: 3 clusters Score -2906620 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2906696.500000 Penalty: 3363.926270
	Iteration 23Q: 3 clusters Score -2906696 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2906767.750000 Penalty: 3363.926270
	Iteration 24Q: 3 clusters Score -2906768 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2906845.000000 Penalty: 3363.926270
	Iteration 25Q: 3 clusters Score -2906845 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2906936.750000 Penalty: 3363.926270
	Iteration 26Q: 3 clusters Score -2906937 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2907003.000000 Penalty: 3363.926270
	Iteration 27Q: 3 clusters Score -2907003 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -2907088.500000 Penalty: 3363.926270
	Iteration 28Q: 3 clusters Score -2907088 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2907165.000000 Penalty: 3363.926270
	Iteration 29Q: 3 clusters Score -2907165 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2907216.500000 Penalty: 3363.926270
	Iteration 30Q: 3 clusters Score -2907216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2907260.750000 Penalty: 3363.926270
	Iteration 31Q: 3 clusters Score -2907261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2907310.000000 Penalty: 3363.926270
	Iteration 32Q: 3 clusters Score -2907310 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2907348.750000 Penalty: 3363.926270
	Iteration 33Q: 3 clusters Score -2907349 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2907383.750000 Penalty: 3363.926270
	Iteration 34Q: 3 clusters Score -2907384 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2907427.000000 Penalty: 3363.926270
	Iteration 35Q: 3 clusters Score -2907427 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2907468.500000 Penalty: 3363.926270
	Iteration 36Q: 3 clusters Score -2907468 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2907502.500000 Penalty: 3363.926270
	Iteration 37Q: 3 clusters Score -2907502 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2907540.750000 Penalty: 3363.926270
	Iteration 38Q: 3 clusters Score -2907541 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29830 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2907580.000000 Penalty: 3363.926270
	Iteration 39Q: 3 clusters Score -2907580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2907608.250000 Penalty: 3363.926270
	Iteration 40F: 3 clusters Score -2907608 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2907646.500000 Penalty: 3363.926270
	Iteration 41Q: 3 clusters Score -2907646 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2907661.500000 Penalty: 3363.926270
	Iteration 42Q: 3 clusters Score -2907662 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30075 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2907680.250000 Penalty: 3363.926270
	Iteration 43Q: 3 clusters Score -2907680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2907696.750000 Penalty: 3363.926270
	Iteration 44Q: 3 clusters Score -2907697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2907705.250000 Penalty: 3363.926270
	Iteration 45Q: 3 clusters Score -2907705 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2907710.500000 Penalty: 3363.926270
	Iteration 46Q: 3 clusters Score -2907710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2907724.500000 Penalty: 3363.926270
	Iteration 47Q: 3 clusters Score -2907724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2907734.250000 Penalty: 3363.926270
	Iteration 48Q: 3 clusters Score -2907734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2907748.000000 Penalty: 3363.926270
	Iteration 49Q: 3 clusters Score -2907748 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2907757.750000 Penalty: 3363.926270
	Iteration 50Q: 3 clusters Score -2907758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2907756.750000 Penalty: 3363.926270
	Iteration 51Q: 3 clusters Score -2907757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2907761.000000 Penalty: 3363.926270
	Iteration 52Q: 3 clusters Score -2907761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2907771.250000 Penalty: 3363.926270
	Iteration 53Q: 3 clusters Score -2907771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2907777.000000 Penalty: 3363.926270
	Iteration 54Q: 3 clusters Score -2907777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2907772.500000 Penalty: 3363.926270
	Iteration 55Q: 3 clusters Score -2907772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2907771.750000 Penalty: 3363.926270
	Iteration 56Q: 3 clusters Score -2907772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2907773.750000 Penalty: 3363.926270
	Iteration 57Q: 3 clusters Score -2907774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2907774.250000 Penalty: 3363.926270
	Iteration 58Q: 3 clusters Score -2907774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2907774.250000 Penalty: 3363.926270
	Iteration 59F: 3 clusters Score -2907774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Entering Unmasked Estep 
Score: -372211.968750 Penalty: 1356.175049
	Iteration 0F: 2 clusters Score -372212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -368735.093750 Penalty: 2712.350098
	Iteration 0F: 3 clusters Score -368735.1 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -369731.218750 Penalty: 2712.350098
	Iteration 1F: 3 clusters Score -369731.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -369960.875000 Penalty: 2712.350098
	Iteration 2F: 3 clusters Score -369960.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -370150.937500 Penalty: 2712.350098
	Iteration 3F: 3 clusters Score -370150.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -370333.093750 Penalty: 2712.350098
	Iteration 4F: 3 clusters Score -370333.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -370504.593750 Penalty: 2712.350098
	Iteration 5F: 3 clusters Score -370504.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -370668.875000 Penalty: 2712.350098
	Iteration 6Q: 3 clusters Score -370668.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -370851.781250 Penalty: 2712.350098
	Iteration 7Q: 3 clusters Score -370851.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -371033.093750 Penalty: 2712.350098
	Iteration 8Q: 3 clusters Score -371033.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -371175.468750 Penalty: 2712.350098
	Iteration 9Q: 3 clusters Score -371175.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -371279.656250 Penalty: 2712.350098
	Iteration 10Q: 3 clusters Score -371279.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -371360.593750 Penalty: 2712.350098
	Iteration 11Q: 3 clusters Score -371360.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -371403.656250 Penalty: 2712.350098
	Iteration 12Q: 3 clusters Score -371403.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -371426.625000 Penalty: 2712.350098
	Iteration 13Q: 3 clusters Score -371426.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -371439.843750 Penalty: 2712.350098
	Iteration 14Q: 3 clusters Score -371439.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -371447.531250 Penalty: 2712.350098
	Iteration 15Q: 3 clusters Score -371447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -371451.625000 Penalty: 2712.350098
	Iteration 16Q: 3 clusters Score -371451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -371457.187500 Penalty: 2712.350098
	Iteration 17Q: 3 clusters Score -371457.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -371464.250000 Penalty: 2712.350098
	Iteration 18Q: 3 clusters Score -371464.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -371465.875000 Penalty: 2712.350098
	Iteration 19Q: 3 clusters Score -371465.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -371467.312500 Penalty: 2712.350098
	Iteration 20F: 3 clusters Score -371467.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -371467.500000 Penalty: 2712.350098
	Iteration 21Q: 3 clusters Score -371467.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -371467.500000 Penalty: 2712.350098
	Iteration 22F: 3 clusters Score -371467.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Entering Unmasked Estep 
Score: -1103869.625000 Penalty: 1532.941162
	Iteration 0F: 2 clusters Score -1103870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1095091.375000 Penalty: 3065.882324
	Iteration 0F: 3 clusters Score -1095091 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1098351.000000 Penalty: 3065.882324
	Iteration 1F: 3 clusters Score -1098351 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1098871.000000 Penalty: 3065.882324
	Iteration 2F: 3 clusters Score -1098871 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1099371.875000 Penalty: 3065.882324
	Iteration 3F: 3 clusters Score -1099372 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1099860.875000 Penalty: 3065.882324
	Iteration 4F: 3 clusters Score -1099861 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1100302.875000 Penalty: 3065.882324
	Iteration 5F: 3 clusters Score -1100303 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1100650.250000 Penalty: 3065.882324
	Iteration 6F: 3 clusters Score -1100650 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1100915.125000 Penalty: 3065.882324
	Iteration 7Q: 3 clusters Score -1100915 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1101107.500000 Penalty: 3065.882324
	Iteration 8Q: 3 clusters Score -1101108 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -1101253.000000 Penalty: 3065.882324
	Iteration 9Q: 3 clusters Score -1101253 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1101377.750000 Penalty: 3065.882324
	Iteration 10Q: 3 clusters Score -1101378 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1101487.125000 Penalty: 3065.882324
	Iteration 11Q: 3 clusters Score -1101487 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1101579.500000 Penalty: 3065.882324
	Iteration 12Q: 3 clusters Score -1101580 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1101643.375000 Penalty: 3065.882324
	Iteration 13Q: 3 clusters Score -1101643 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1101703.125000 Penalty: 3065.882324
	Iteration 14Q: 3 clusters Score -1101703 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1101758.000000 Penalty: 3065.882324
	Iteration 15Q: 3 clusters Score -1101758 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1101820.500000 Penalty: 3065.882324
	Iteration 16Q: 3 clusters Score -1101820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1101885.750000 Penalty: 3065.882324
	Iteration 17Q: 3 clusters Score -1101886 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1101951.750000 Penalty: 3065.882324
	Iteration 18Q: 3 clusters Score -1101952 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1102009.750000 Penalty: 3065.882324
	Iteration 19Q: 3 clusters Score -1102010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -1102075.750000 Penalty: 3065.882324
	Iteration 20F: 3 clusters Score -1102076 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1102134.500000 Penalty: 3065.882324
	Iteration 21Q: 3 clusters Score -1102134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1102182.250000 Penalty: 3065.882324
	Iteration 22Q: 3 clusters Score -1102182 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1102226.000000 Penalty: 3065.882324
	Iteration 23Q: 3 clusters Score -1102226 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1102267.500000 Penalty: 3065.882324
	Iteration 24Q: 3 clusters Score -1102268 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1102304.750000 Penalty: 3065.882324
	Iteration 25Q: 3 clusters Score -1102305 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1102335.000000 Penalty: 3065.882324
	Iteration 26Q: 3 clusters Score -1102335 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1102373.000000 Penalty: 3065.882324
	Iteration 27Q: 3 clusters Score -1102373 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1102408.250000 Penalty: 3065.882324
	Iteration 28Q: 3 clusters Score -1102408 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1102434.625000 Penalty: 3065.882324
	Iteration 29Q: 3 clusters Score -1102435 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1102466.500000 Penalty: 3065.882324
	Iteration 30Q: 3 clusters Score -1102466 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1102498.000000 Penalty: 3065.882324
	Iteration 31Q: 3 clusters Score -1102498 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1102529.375000 Penalty: 3065.882324
	Iteration 32Q: 3 clusters Score -1102529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1102557.125000 Penalty: 3065.882324
	Iteration 33Q: 3 clusters Score -1102557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1102583.250000 Penalty: 3065.882324
	Iteration 34Q: 3 clusters Score -1102583 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1102610.375000 Penalty: 3065.882324
	Iteration 35Q: 3 clusters Score -1102610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1102633.000000 Penalty: 3065.882324
	Iteration 36Q: 3 clusters Score -1102633 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1102647.000000 Penalty: 3065.882324
	Iteration 37Q: 3 clusters Score -1102647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1102657.250000 Penalty: 3065.882324
	Iteration 38Q: 3 clusters Score -1102657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1102669.500000 Penalty: 3065.882324
	Iteration 39Q: 3 clusters Score -1102670 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1102686.000000 Penalty: 3065.882324
	Iteration 40F: 3 clusters Score -1102686 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1102709.625000 Penalty: 3065.882324
	Iteration 41Q: 3 clusters Score -1102710 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1102721.375000 Penalty: 3065.882324
	Iteration 42Q: 3 clusters Score -1102721 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1102730.875000 Penalty: 3065.882324
	Iteration 43Q: 3 clusters Score -1102731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1102739.375000 Penalty: 3065.882324
	Iteration 44Q: 3 clusters Score -1102739 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1102752.125000 Penalty: 3065.882324
	Iteration 45Q: 3 clusters Score -1102752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1102764.000000 Penalty: 3065.882324
	Iteration 46Q: 3 clusters Score -1102764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1102780.125000 Penalty: 3065.882324
	Iteration 47Q: 3 clusters Score -1102780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1102787.125000 Penalty: 3065.882324
	Iteration 48Q: 3 clusters Score -1102787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1102812.625000 Penalty: 3065.882324
	Iteration 49Q: 3 clusters Score -1102813 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1102826.875000 Penalty: 3065.882324
	Iteration 50Q: 3 clusters Score -1102827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1102837.625000 Penalty: 3065.882324
	Iteration 51Q: 3 clusters Score -1102838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1102847.125000 Penalty: 3065.882324
	Iteration 52Q: 3 clusters Score -1102847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -1102850.750000 Penalty: 3065.882324
	Iteration 53Q: 3 clusters Score -1102851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -1102860.125000 Penalty: 3065.882324
	Iteration 54Q: 3 clusters Score -1102860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -1102868.250000 Penalty: 3065.882324
	Iteration 55Q: 3 clusters Score -1102868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1102877.875000 Penalty: 3065.882324
	Iteration 56Q: 3 clusters Score -1102878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1102883.250000 Penalty: 3065.882324
	Iteration 57Q: 3 clusters Score -1102883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1102889.125000 Penalty: 3065.882324
	Iteration 58Q: 3 clusters Score -1102889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1102894.000000 Penalty: 3065.882324
	Iteration 59Q: 3 clusters Score -1102894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1102898.000000 Penalty: 3065.882324
	Iteration 60F: 3 clusters Score -1102898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1102897.875000 Penalty: 3065.882324
	Iteration 61Q: 3 clusters Score -1102898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1102899.875000 Penalty: 3065.882324
	Iteration 62Q: 3 clusters Score -1102900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1102903.250000 Penalty: 3065.882324
	Iteration 63Q: 3 clusters Score -1102903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1102904.000000 Penalty: 3065.882324
	Iteration 64Q: 3 clusters Score -1102904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1102906.125000 Penalty: 3065.882324
	Iteration 65Q: 3 clusters Score -1102906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -1102908.125000 Penalty: 3065.882324
	Iteration 66Q: 3 clusters Score -1102908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1102911.500000 Penalty: 3065.882324
	Iteration 67Q: 3 clusters Score -1102912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1102916.125000 Penalty: 3065.882324
	Iteration 68Q: 3 clusters Score -1102916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1102916.875000 Penalty: 3065.882324
	Iteration 69Q: 3 clusters Score -1102917 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1102924.375000 Penalty: 3065.882324
	Iteration 70Q: 3 clusters Score -1102924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1102930.875000 Penalty: 3065.882324
	Iteration 71Q: 3 clusters Score -1102931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1102936.375000 Penalty: 3065.882324
	Iteration 72Q: 3 clusters Score -1102936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1102945.500000 Penalty: 3065.882324
	Iteration 73Q: 3 clusters Score -1102946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1102951.125000 Penalty: 3065.882324
	Iteration 74Q: 3 clusters Score -1102951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1102959.875000 Penalty: 3065.882324
	Iteration 75Q: 3 clusters Score -1102960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1102966.000000 Penalty: 3065.882324
	Iteration 76Q: 3 clusters Score -1102966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1102978.375000 Penalty: 3065.882324
	Iteration 77Q: 3 clusters Score -1102978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1102989.250000 Penalty: 3065.882324
	Iteration 78Q: 3 clusters Score -1102989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1103000.875000 Penalty: 3065.882324
	Iteration 79Q: 3 clusters Score -1103001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1103007.625000 Penalty: 3065.882324
	Iteration 80F: 3 clusters Score -1103008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1103026.500000 Penalty: 3065.882324
	Iteration 81Q: 3 clusters Score -1103026 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1103054.000000 Penalty: 3065.882324
	Iteration 82Q: 3 clusters Score -1103054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1103068.000000 Penalty: 3065.882324
	Iteration 83Q: 3 clusters Score -1103068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1103079.625000 Penalty: 3065.882324
	Iteration 84Q: 3 clusters Score -1103080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1103088.000000 Penalty: 3065.882324
	Iteration 85Q: 3 clusters Score -1103088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1103096.500000 Penalty: 3065.882324
	Iteration 86Q: 3 clusters Score -1103096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1103102.750000 Penalty: 3065.882324
	Iteration 87Q: 3 clusters Score -1103103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1103105.625000 Penalty: 3065.882324
	Iteration 88Q: 3 clusters Score -1103106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1103109.000000 Penalty: 3065.882324
	Iteration 89Q: 3 clusters Score -1103109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1103110.625000 Penalty: 3065.882324
	Iteration 90Q: 3 clusters Score -1103111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1103116.500000 Penalty: 3065.882324
	Iteration 91Q: 3 clusters Score -1103116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1103115.000000 Penalty: 3065.882324
	Iteration 92Q: 3 clusters Score -1103115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1103116.875000 Penalty: 3065.882324
	Iteration 93Q: 3 clusters Score -1103117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1103117.625000 Penalty: 3065.882324
	Iteration 94Q: 3 clusters Score -1103118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1103117.625000 Penalty: 3065.882324
	Iteration 95F: 3 clusters Score -1103118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Entering Unmasked Estep 
Score: -2775857.750000 Penalty: 1679.955566
	Iteration 0F: 2 clusters Score -2775858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2755121.000000 Penalty: 3359.911133
	Iteration 0F: 3 clusters Score -2755121 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2763002.000000 Penalty: 3359.911133
	Iteration 1F: 3 clusters Score -2763002 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -2763386.000000 Penalty: 3359.911133
	Iteration 2Q: 3 clusters Score -2763386 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2763771.000000 Penalty: 3359.911133
	Iteration 3Q: 3 clusters Score -2763771 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2764217.250000 Penalty: 3359.911133
	Iteration 4Q: 3 clusters Score -2764217 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2764777.750000 Penalty: 3359.911133
	Iteration 5Q: 3 clusters Score -2764778 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -2765605.500000 Penalty: 3359.911133
	Iteration 6F: 3 clusters Score -2765606 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2766805.750000 Penalty: 3359.911133
	Iteration 7F: 3 clusters Score -2766806 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -2768400.250000 Penalty: 3359.911133
	Iteration 8F: 3 clusters Score -2768400 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -2770175.250000 Penalty: 3359.911133
	Iteration 9F: 3 clusters Score -2770175 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -2771752.500000 Penalty: 3359.911133
	Iteration 10F: 3 clusters Score -2771752 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -2772857.750000 Penalty: 3359.911133
	Iteration 11Q: 3 clusters Score -2772858 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -2773459.500000 Penalty: 3359.911133
	Iteration 12Q: 3 clusters Score -2773460 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -2773813.250000 Penalty: 3359.911133
	Iteration 13Q: 3 clusters Score -2773813 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -2774019.250000 Penalty: 3359.911133
	Iteration 14Q: 3 clusters Score -2774019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -2774153.750000 Penalty: 3359.911133
	Iteration 15Q: 3 clusters Score -2774154 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -2774253.750000 Penalty: 3359.911133
	Iteration 16Q: 3 clusters Score -2774254 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -2774314.750000 Penalty: 3359.911133
	Iteration 17Q: 3 clusters Score -2774315 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 30357 members 
Entering Unmasked Estep 
Score: -2774365.500000 Penalty: 3359.911133
	Iteration 18Q: 3 clusters Score -2774366 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -2774397.250000 Penalty: 3359.911133
	Iteration 19Q: 3 clusters Score -2774397 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -2774433.000000 Penalty: 3359.911133
	Iteration 20F: 3 clusters Score -2774433 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -2774462.000000 Penalty: 3359.911133
	Iteration 21Q: 3 clusters Score -2774462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -2774488.500000 Penalty: 3359.911133
	Iteration 22Q: 3 clusters Score -2774488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -2774501.000000 Penalty: 3359.911133
	Iteration 23Q: 3 clusters Score -2774501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -2774509.000000 Penalty: 3359.911133
	Iteration 24Q: 3 clusters Score -2774509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -2774517.250000 Penalty: 3359.911133
	Iteration 25Q: 3 clusters Score -2774517 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -2774521.000000 Penalty: 3359.911133
	Iteration 26Q: 3 clusters Score -2774521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -2774522.750000 Penalty: 3359.911133
	Iteration 27Q: 3 clusters Score -2774523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -2774522.000000 Penalty: 3359.911133
	Iteration 28Q: 3 clusters Score -2774522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -2774521.500000 Penalty: 3359.911133
	Iteration 29Q: 3 clusters Score -2774522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -2774521.500000 Penalty: 3359.911133
	Iteration 30F: 3 clusters Score -2774522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Entering Unmasked Estep 
Score: -873648.437500 Penalty: 1488.413452
	Iteration 0F: 2 clusters Score -873648.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -866753.250000 Penalty: 2976.826904
	Iteration 0F: 3 clusters Score -866753.2 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -869025.125000 Penalty: 2976.826904
	Iteration 1F: 3 clusters Score -869025.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -869317.375000 Penalty: 2976.826904
	Iteration 2F: 3 clusters Score -869317.4 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -869546.562500 Penalty: 2976.826904
	Iteration 3F: 3 clusters Score -869546.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -869722.625000 Penalty: 2976.826904
	Iteration 4Q: 3 clusters Score -869722.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -869884.500000 Penalty: 2976.826904
	Iteration 5Q: 3 clusters Score -869884.5 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -870061.687500 Penalty: 2976.826904
	Iteration 6Q: 3 clusters Score -870061.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -870235.375000 Penalty: 2976.826904
	Iteration 7Q: 3 clusters Score -870235.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -870433.562500 Penalty: 2976.826904
	Iteration 8Q: 3 clusters Score -870433.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -870631.375000 Penalty: 2976.826904
	Iteration 9Q: 3 clusters Score -870631.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -870838.375000 Penalty: 2976.826904
	Iteration 10Q: 3 clusters Score -870838.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -871054.000000 Penalty: 2976.826904
	Iteration 11Q: 3 clusters Score -871054 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -871221.500000 Penalty: 2976.826904
	Iteration 12Q: 3 clusters Score -871221.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -871357.562500 Penalty: 2976.826904
	Iteration 13Q: 3 clusters Score -871357.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -871464.625000 Penalty: 2976.826904
	Iteration 14Q: 3 clusters Score -871464.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -871538.687500 Penalty: 2976.826904
	Iteration 15Q: 3 clusters Score -871538.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -871584.937500 Penalty: 2976.826904
	Iteration 16Q: 3 clusters Score -871584.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -871625.062500 Penalty: 2976.826904
	Iteration 17Q: 3 clusters Score -871625.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -871664.625000 Penalty: 2976.826904
	Iteration 18Q: 3 clusters Score -871664.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -871707.375000 Penalty: 2976.826904
	Iteration 19Q: 3 clusters Score -871707.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -871755.062500 Penalty: 2976.826904
	Iteration 20F: 3 clusters Score -871755.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -871805.687500 Penalty: 2976.826904
	Iteration 21Q: 3 clusters Score -871805.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -871864.562500 Penalty: 2976.826904
	Iteration 22Q: 3 clusters Score -871864.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -871912.562500 Penalty: 2976.826904
	Iteration 23Q: 3 clusters Score -871912.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -871985.062500 Penalty: 2976.826904
	Iteration 24Q: 3 clusters Score -871985.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -872069.125000 Penalty: 2976.826904
	Iteration 25Q: 3 clusters Score -872069.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -872136.000000 Penalty: 2976.826904
	Iteration 26Q: 3 clusters Score -872136 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -872206.562500 Penalty: 2976.826904
	Iteration 27Q: 3 clusters Score -872206.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -872257.500000 Penalty: 2976.826904
	Iteration 28Q: 3 clusters Score -872257.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -872291.437500 Penalty: 2976.826904
	Iteration 29Q: 3 clusters Score -872291.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -872319.312500 Penalty: 2976.826904
	Iteration 30Q: 3 clusters Score -872319.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -872336.437500 Penalty: 2976.826904
	Iteration 31Q: 3 clusters Score -872336.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -872355.187500 Penalty: 2976.826904
	Iteration 32Q: 3 clusters Score -872355.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -872365.937500 Penalty: 2976.826904
	Iteration 33Q: 3 clusters Score -872365.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -872377.562500 Penalty: 2976.826904
	Iteration 34Q: 3 clusters Score -872377.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -872391.750000 Penalty: 2976.826904
	Iteration 35Q: 3 clusters Score -872391.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -872396.125000 Penalty: 2976.826904
	Iteration 36Q: 3 clusters Score -872396.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -872399.312500 Penalty: 2976.826904
	Iteration 37Q: 3 clusters Score -872399.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -872403.125000 Penalty: 2976.826904
	Iteration 38Q: 3 clusters Score -872403.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -872402.875000 Penalty: 2976.826904
	Iteration 39Q: 3 clusters Score -872402.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -872402.937500 Penalty: 2976.826904
	Iteration 40F: 3 clusters Score -872402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -872405.812500 Penalty: 2976.826904
	Iteration 41Q: 3 clusters Score -872405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -872405.937500 Penalty: 2976.826904
	Iteration 42Q: 3 clusters Score -872405.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -872407.000000 Penalty: 2976.826904
	Iteration 43Q: 3 clusters Score -872407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -872409.375000 Penalty: 2976.826904
	Iteration 44Q: 3 clusters Score -872409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -872409.375000 Penalty: 2976.826904
	Iteration 45Q: 3 clusters Score -872409.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -872409.875000 Penalty: 2976.826904
	Iteration 46Q: 3 clusters Score -872409.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -872410.187500 Penalty: 2976.826904
	Iteration 47Q: 3 clusters Score -872410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -872409.312500 Penalty: 2976.826904
	Iteration 48Q: 3 clusters Score -872409.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -872411.500000 Penalty: 2976.826904
	Iteration 49Q: 3 clusters Score -872411.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -872412.000000 Penalty: 2976.826904
	Iteration 50Q: 3 clusters Score -872412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -872411.875000 Penalty: 2976.826904
	Iteration 51Q: 3 clusters Score -872411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -872411.750000 Penalty: 2976.826904
	Iteration 52Q: 3 clusters Score -872411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -872412.937500 Penalty: 2976.826904
	Iteration 53Q: 3 clusters Score -872412.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -872413.375000 Penalty: 2976.826904
	Iteration 54Q: 3 clusters Score -872413.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -872412.250000 Penalty: 2976.826904
	Iteration 55Q: 3 clusters Score -872412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -872412.625000 Penalty: 2976.826904
	Iteration 56Q: 3 clusters Score -872412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -872412.312500 Penalty: 2976.826904
	Iteration 57Q: 3 clusters Score -872412.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -872412.312500 Penalty: 2976.826904
	Iteration 58F: 3 clusters Score -872412.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70280 members 
Entering Unmasked Estep 
Score: -6516477.000000 Penalty: 1813.539307
	Iteration 0F: 2 clusters Score -6516477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 35158 members 
Entering Unmasked Estep 
Score: -6469900.500000 Penalty: 3627.078613
	Iteration 0F: 3 clusters Score -6469900 nChanged 33500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -6489652.500000 Penalty: 3627.078613
	Iteration 1F: 3 clusters Score -6489652 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -6491002.000000 Penalty: 3627.078613
	Iteration 2Q: 3 clusters Score -6491002 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -6492639.500000 Penalty: 3627.078613
	Iteration 3Q: 3 clusters Score -6492640 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -6494755.500000 Penalty: 3627.078613
	Iteration 4F: 3 clusters Score -6494756 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6497228.000000 Penalty: 3627.078613
	Iteration 5F: 3 clusters Score -6497228 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -6500136.000000 Penalty: 3627.078613
	Iteration 6F: 3 clusters Score -6500136 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 37931 members 
Entering Unmasked Estep 
Score: -6502618.500000 Penalty: 3627.078613
	Iteration 7F: 3 clusters Score -6502618 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -6504267.000000 Penalty: 3627.078613
	Iteration 8Q: 3 clusters Score -6504267 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -6505115.500000 Penalty: 3627.078613
	Iteration 9Q: 3 clusters Score -6505116 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -6505481.500000 Penalty: 3627.078613
	Iteration 10Q: 3 clusters Score -6505482 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -6505697.500000 Penalty: 3627.078613
	Iteration 11Q: 3 clusters Score -6505698 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -6505898.000000 Penalty: 3627.078613
	Iteration 12Q: 3 clusters Score -6505898 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -6506056.000000 Penalty: 3627.078613
	Iteration 13Q: 3 clusters Score -6506056 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -6506265.000000 Penalty: 3627.078613
	Iteration 14Q: 3 clusters Score -6506265 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -6506472.000000 Penalty: 3627.078613
	Iteration 15Q: 3 clusters Score -6506472 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -6506689.000000 Penalty: 3627.078613
	Iteration 16Q: 3 clusters Score -6506689 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -6506896.000000 Penalty: 3627.078613
	Iteration 17Q: 3 clusters Score -6506896 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -6507103.000000 Penalty: 3627.078613
	Iteration 18Q: 3 clusters Score -6507103 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 47610 members 
Entering Unmasked Estep 
Score: -6507325.500000 Penalty: 3627.078613
	Iteration 19Q: 3 clusters Score -6507326 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6507539.500000 Penalty: 3627.078613
	Iteration 20F: 3 clusters Score -6507540 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -6507853.000000 Penalty: 3627.078613
	Iteration 21Q: 3 clusters Score -6507853 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -6508183.000000 Penalty: 3627.078613
	Iteration 22Q: 3 clusters Score -6508183 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 51825 members 
Entering Unmasked Estep 
Score: -6508528.500000 Penalty: 3627.078613
	Iteration 23Q: 3 clusters Score -6508528 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 53005 members 
Entering Unmasked Estep 
Score: -6508868.500000 Penalty: 3627.078613
	Iteration 24Q: 3 clusters Score -6508868 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 54127 members 
Entering Unmasked Estep 
Score: -6509216.500000 Penalty: 3627.078613
	Iteration 25Q: 3 clusters Score -6509216 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -6509630.000000 Penalty: 3627.078613
	Iteration 26Q: 3 clusters Score -6509630 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -6510023.000000 Penalty: 3627.078613
	Iteration 27Q: 3 clusters Score -6510023 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -6510408.500000 Penalty: 3627.078613
	Iteration 28Q: 3 clusters Score -6510408 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 58531 members 
Entering Unmasked Estep 
Score: -6510793.000000 Penalty: 3627.078613
	Iteration 29Q: 3 clusters Score -6510793 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 59555 members 
Entering Unmasked Estep 
Score: -6511176.500000 Penalty: 3627.078613
	Iteration 30Q: 3 clusters Score -6511176 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 60467 members 
Entering Unmasked Estep 
Score: -6511558.500000 Penalty: 3627.078613
	Iteration 31Q: 3 clusters Score -6511558 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 61359 members 
Entering Unmasked Estep 
Score: -6511895.500000 Penalty: 3627.078613
	Iteration 32Q: 3 clusters Score -6511896 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -6512237.000000 Penalty: 3627.078613
	Iteration 33Q: 3 clusters Score -6512237 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -6512612.500000 Penalty: 3627.078613
	Iteration 34Q: 3 clusters Score -6512612 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -6512978.000000 Penalty: 3627.078613
	Iteration 35Q: 3 clusters Score -6512978 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 64514 members 
Entering Unmasked Estep 
Score: -6513250.500000 Penalty: 3627.078613
	Iteration 36Q: 3 clusters Score -6513250 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 65116 members 
Entering Unmasked Estep 
Score: -6513503.000000 Penalty: 3627.078613
	Iteration 37Q: 3 clusters Score -6513503 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -6513741.000000 Penalty: 3627.078613
	Iteration 38Q: 3 clusters Score -6513741 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -6513982.500000 Penalty: 3627.078613
	Iteration 39Q: 3 clusters Score -6513982 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 66580 members 
Entering Unmasked Estep 
Score: -6514172.500000 Penalty: 3627.078613
	Iteration 40F: 3 clusters Score -6514172 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -6514344.500000 Penalty: 3627.078613
	Iteration 41Q: 3 clusters Score -6514344 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 67288 members 
Entering Unmasked Estep 
Score: -6514476.000000 Penalty: 3627.078613
	Iteration 42Q: 3 clusters Score -6514476 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 67581 members 
Entering Unmasked Estep 
Score: -6514590.000000 Penalty: 3627.078613
	Iteration 43Q: 3 clusters Score -6514590 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -6514694.500000 Penalty: 3627.078613
	Iteration 44Q: 3 clusters Score -6514694 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -6514759.500000 Penalty: 3627.078613
	Iteration 45Q: 3 clusters Score -6514760 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 68222 members 
Entering Unmasked Estep 
Score: -6514815.500000 Penalty: 3627.078613
	Iteration 46Q: 3 clusters Score -6514816 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 68364 members 
Entering Unmasked Estep 
Score: -6514889.500000 Penalty: 3627.078613
	Iteration 47Q: 3 clusters Score -6514890 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 68488 members 
Entering Unmasked Estep 
Score: -6514937.500000 Penalty: 3627.078613
	Iteration 48Q: 3 clusters Score -6514938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -6514974.000000 Penalty: 3627.078613
	Iteration 49Q: 3 clusters Score -6514974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -6515007.500000 Penalty: 3627.078613
	Iteration 50Q: 3 clusters Score -6515008 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 68761 members 
Entering Unmasked Estep 
Score: -6515011.000000 Penalty: 3627.078613
	Iteration 51Q: 3 clusters Score -6515011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 68806 members 
Entering Unmasked Estep 
Score: -6515024.500000 Penalty: 3627.078613
	Iteration 52Q: 3 clusters Score -6515024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 68844 members 
Entering Unmasked Estep 
Score: -6515035.000000 Penalty: 3627.078613
	Iteration 53Q: 3 clusters Score -6515035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 68873 members 
Entering Unmasked Estep 
Score: -6515039.000000 Penalty: 3627.078613
	Iteration 54Q: 3 clusters Score -6515039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 68905 members 
Entering Unmasked Estep 
Score: -6515046.000000 Penalty: 3627.078613
	Iteration 55Q: 3 clusters Score -6515046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -6515060.000000 Penalty: 3627.078613
	Iteration 56Q: 3 clusters Score -6515060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 68960 members 
Entering Unmasked Estep 
Score: -6515058.000000 Penalty: 3627.078613
	Iteration 57Q: 3 clusters Score -6515058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 68979 members 
Entering Unmasked Estep 
Score: -6515069.500000 Penalty: 3627.078613
	Iteration 58Q: 3 clusters Score -6515070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 68988 members 
Entering Unmasked Estep 
Score: -6515067.000000 Penalty: 3627.078613
	Iteration 59Q: 3 clusters Score -6515067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -6515077.000000 Penalty: 3627.078613
	Iteration 60F: 3 clusters Score -6515077 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 69017 members 
Entering Unmasked Estep 
Score: -6515086.000000 Penalty: 3627.078613
	Iteration 61Q: 3 clusters Score -6515086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -6515081.500000 Penalty: 3627.078613
	Iteration 62Q: 3 clusters Score -6515082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 69047 members 
Entering Unmasked Estep 
Score: -6515091.000000 Penalty: 3627.078613
	Iteration 63Q: 3 clusters Score -6515091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 69059 members 
Entering Unmasked Estep 
Score: -6515104.000000 Penalty: 3627.078613
	Iteration 64Q: 3 clusters Score -6515104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 69076 members 
Entering Unmasked Estep 
Score: -6515116.500000 Penalty: 3627.078613
	Iteration 65Q: 3 clusters Score -6515116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -6515118.000000 Penalty: 3627.078613
	Iteration 66Q: 3 clusters Score -6515118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -6515125.500000 Penalty: 3627.078613
	Iteration 67Q: 3 clusters Score -6515126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 69108 members 
Entering Unmasked Estep 
Score: -6515128.500000 Penalty: 3627.078613
	Iteration 68Q: 3 clusters Score -6515128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 69111 members 
Entering Unmasked Estep 
Score: -6515130.000000 Penalty: 3627.078613
	Iteration 69Q: 3 clusters Score -6515130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 69115 members 
Entering Unmasked Estep 
Score: -6515128.000000 Penalty: 3627.078613
	Iteration 70Q: 3 clusters Score -6515128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -6515131.000000 Penalty: 3627.078613
	Iteration 71Q: 3 clusters Score -6515131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 69124 members 
Entering Unmasked Estep 
Score: -6515132.000000 Penalty: 3627.078613
	Iteration 72Q: 3 clusters Score -6515132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 69128 members 
Entering Unmasked Estep 
Score: -6515130.000000 Penalty: 3627.078613
	Iteration 73Q: 3 clusters Score -6515130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 69132 members 
Entering Unmasked Estep 
Score: -6515127.000000 Penalty: 3627.078613
	Iteration 74Q: 3 clusters Score -6515127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -6515137.000000 Penalty: 3627.078613
	Iteration 75Q: 3 clusters Score -6515137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 69135 members 
Entering Unmasked Estep 
Score: -6515139.000000 Penalty: 3627.078613
	Iteration 76Q: 3 clusters Score -6515139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 69136 members 
Entering Unmasked Estep 
Score: -6515138.000000 Penalty: 3627.078613
	Iteration 77Q: 3 clusters Score -6515138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 69137 members 
Entering Unmasked Estep 
Score: -6515146.000000 Penalty: 3627.078613
	Iteration 78Q: 3 clusters Score -6515146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 69140 members 
Entering Unmasked Estep 
Score: -6515137.500000 Penalty: 3627.078613
	Iteration 79Q: 3 clusters Score -6515138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 69145 members 
Entering Unmasked Estep 
Score: -6515136.500000 Penalty: 3627.078613
	Iteration 80F: 3 clusters Score -6515136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -6515134.000000 Penalty: 3627.078613
	Iteration 81Q: 3 clusters Score -6515134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -6515139.500000 Penalty: 3627.078613
	Iteration 82Q: 3 clusters Score -6515140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 69159 members 
Entering Unmasked Estep 
Score: -6515139.500000 Penalty: 3627.078613
	Iteration 83Q: 3 clusters Score -6515140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -6515142.000000 Penalty: 3627.078613
	Iteration 84Q: 3 clusters Score -6515142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -6515141.500000 Penalty: 3627.078613
	Iteration 85Q: 3 clusters Score -6515142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -6515142.500000 Penalty: 3627.078613
	Iteration 86Q: 3 clusters Score -6515142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 69166 members 
Entering Unmasked Estep 
Score: -6515142.000000 Penalty: 3627.078613
	Iteration 87Q: 3 clusters Score -6515142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 69168 members 
Entering Unmasked Estep 
Score: -6515143.500000 Penalty: 3627.078613
	Iteration 88Q: 3 clusters Score -6515144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -6515145.000000 Penalty: 3627.078613
	Iteration 89Q: 3 clusters Score -6515145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 69170 members 
Entering Unmasked Estep 
Score: -6515145.000000 Penalty: 3627.078613
	Iteration 90F: 3 clusters Score -6515145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Entering Unmasked Estep 
Score: -520798.781250 Penalty: 1409.279053
	Iteration 0F: 2 clusters Score -520798.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -516357.687500 Penalty: 2818.558105
	Iteration 0F: 3 clusters Score -516357.7 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -517727.781250 Penalty: 2818.558105
	Iteration 1F: 3 clusters Score -517727.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -518006.531250 Penalty: 2818.558105
	Iteration 2F: 3 clusters Score -518006.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -518237.781250 Penalty: 2818.558105
	Iteration 3F: 3 clusters Score -518237.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -518473.906250 Penalty: 2818.558105
	Iteration 4F: 3 clusters Score -518473.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -518680.593750 Penalty: 2818.558105
	Iteration 5F: 3 clusters Score -518680.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -518859.531250 Penalty: 2818.558105
	Iteration 6Q: 3 clusters Score -518859.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -519010.281250 Penalty: 2818.558105
	Iteration 7Q: 3 clusters Score -519010.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -519142.656250 Penalty: 2818.558105
	Iteration 8Q: 3 clusters Score -519142.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -519285.843750 Penalty: 2818.558105
	Iteration 9Q: 3 clusters Score -519285.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -519390.750000 Penalty: 2818.558105
	Iteration 10Q: 3 clusters Score -519390.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -519460.468750 Penalty: 2818.558105
	Iteration 11Q: 3 clusters Score -519460.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519510.593750 Penalty: 2818.558105
	Iteration 12Q: 3 clusters Score -519510.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -519547.812500 Penalty: 2818.558105
	Iteration 13Q: 3 clusters Score -519547.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -519582.218750 Penalty: 2818.558105
	Iteration 14Q: 3 clusters Score -519582.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -519608.812500 Penalty: 2818.558105
	Iteration 15Q: 3 clusters Score -519608.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -519630.156250 Penalty: 2818.558105
	Iteration 16Q: 3 clusters Score -519630.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -519653.625000 Penalty: 2818.558105
	Iteration 17Q: 3 clusters Score -519653.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -519674.062500 Penalty: 2818.558105
	Iteration 18Q: 3 clusters Score -519674.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -519690.781250 Penalty: 2818.558105
	Iteration 19Q: 3 clusters Score -519690.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -519706.812500 Penalty: 2818.558105
	Iteration 20F: 3 clusters Score -519706.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -519730.000000 Penalty: 2818.558105
	Iteration 21Q: 3 clusters Score -519730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -519751.687500 Penalty: 2818.558105
	Iteration 22Q: 3 clusters Score -519751.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -519782.031250 Penalty: 2818.558105
	Iteration 23Q: 3 clusters Score -519782 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -519817.531250 Penalty: 2818.558105
	Iteration 24Q: 3 clusters Score -519817.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -519842.187500 Penalty: 2818.558105
	Iteration 25Q: 3 clusters Score -519842.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -519868.531250 Penalty: 2818.558105
	Iteration 26Q: 3 clusters Score -519868.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -519897.375000 Penalty: 2818.558105
	Iteration 27Q: 3 clusters Score -519897.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -519927.687500 Penalty: 2818.558105
	Iteration 28Q: 3 clusters Score -519927.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -519956.718750 Penalty: 2818.558105
	Iteration 29Q: 3 clusters Score -519956.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -519989.093750 Penalty: 2818.558105
	Iteration 30Q: 3 clusters Score -519989.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -520010.718750 Penalty: 2818.558105
	Iteration 31Q: 3 clusters Score -520010.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -520032.250000 Penalty: 2818.558105
	Iteration 32Q: 3 clusters Score -520032.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -520052.250000 Penalty: 2818.558105
	Iteration 33Q: 3 clusters Score -520052.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -520067.843750 Penalty: 2818.558105
	Iteration 34Q: 3 clusters Score -520067.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -520085.562500 Penalty: 2818.558105
	Iteration 35Q: 3 clusters Score -520085.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -520106.687500 Penalty: 2818.558105
	Iteration 36Q: 3 clusters Score -520106.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -520124.218750 Penalty: 2818.558105
	Iteration 37Q: 3 clusters Score -520124.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -520136.750000 Penalty: 2818.558105
	Iteration 38Q: 3 clusters Score -520136.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -520144.062500 Penalty: 2818.558105
	Iteration 39Q: 3 clusters Score -520144.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -520149.906250 Penalty: 2818.558105
	Iteration 40F: 3 clusters Score -520149.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -520151.343750 Penalty: 2818.558105
	Iteration 41Q: 3 clusters Score -520151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -520154.343750 Penalty: 2818.558105
	Iteration 42Q: 3 clusters Score -520154.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -520156.625000 Penalty: 2818.558105
	Iteration 43Q: 3 clusters Score -520156.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -520159.343750 Penalty: 2818.558105
	Iteration 44Q: 3 clusters Score -520159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -520160.593750 Penalty: 2818.558105
	Iteration 45Q: 3 clusters Score -520160.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -520161.968750 Penalty: 2818.558105
	Iteration 46Q: 3 clusters Score -520162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -520161.968750 Penalty: 2818.558105
	Iteration 47F: 3 clusters Score -520162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Entering Unmasked Estep 
Score: -659613.312500 Penalty: 1447.421021
	Iteration 0F: 2 clusters Score -659613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -654079.187500 Penalty: 2894.842041
	Iteration 0F: 3 clusters Score -654079.2 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -655834.125000 Penalty: 2894.842041
	Iteration 1F: 3 clusters Score -655834.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -656231.562500 Penalty: 2894.842041
	Iteration 2F: 3 clusters Score -656231.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -656671.125000 Penalty: 2894.842041
	Iteration 3F: 3 clusters Score -656671.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -657133.125000 Penalty: 2894.842041
	Iteration 4F: 3 clusters Score -657133.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -657574.937500 Penalty: 2894.842041
	Iteration 5F: 3 clusters Score -657574.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -658012.312500 Penalty: 2894.842041
	Iteration 6F: 3 clusters Score -658012.3 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -658410.187500 Penalty: 2894.842041
	Iteration 7F: 3 clusters Score -658410.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -658781.437500 Penalty: 2894.842041
	Iteration 8F: 3 clusters Score -658781.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -659006.437500 Penalty: 2894.842041
	Iteration 9Q: 3 clusters Score -659006.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -659121.875000 Penalty: 2894.842041
	Iteration 10Q: 3 clusters Score -659121.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -659187.437500 Penalty: 2894.842041
	Iteration 11Q: 3 clusters Score -659187.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -659218.625000 Penalty: 2894.842041
	Iteration 12Q: 3 clusters Score -659218.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -659239.250000 Penalty: 2894.842041
	Iteration 13Q: 3 clusters Score -659239.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -659251.750000 Penalty: 2894.842041
	Iteration 14Q: 3 clusters Score -659251.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -659257.375000 Penalty: 2894.842041
	Iteration 15Q: 3 clusters Score -659257.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -659262.687500 Penalty: 2894.842041
	Iteration 16Q: 3 clusters Score -659262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -659265.062500 Penalty: 2894.842041
	Iteration 17Q: 3 clusters Score -659265.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -659269.250000 Penalty: 2894.842041
	Iteration 18Q: 3 clusters Score -659269.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -659269.375000 Penalty: 2894.842041
	Iteration 19Q: 3 clusters Score -659269.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -659273.687500 Penalty: 2894.842041
	Iteration 20F: 3 clusters Score -659273.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -659274.750000 Penalty: 2894.842041
	Iteration 21Q: 3 clusters Score -659274.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -659279.000000 Penalty: 2894.842041
	Iteration 22Q: 3 clusters Score -659279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -659279.187500 Penalty: 2894.842041
	Iteration 23Q: 3 clusters Score -659279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -659281.625000 Penalty: 2894.842041
	Iteration 24Q: 3 clusters Score -659281.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -659284.437500 Penalty: 2894.842041
	Iteration 25Q: 3 clusters Score -659284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -659286.687500 Penalty: 2894.842041
	Iteration 26Q: 3 clusters Score -659286.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -659289.875000 Penalty: 2894.842041
	Iteration 27Q: 3 clusters Score -659289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -659288.937500 Penalty: 2894.842041
	Iteration 28Q: 3 clusters Score -659288.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -659287.562500 Penalty: 2894.842041
	Iteration 29Q: 3 clusters Score -659287.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -659290.562500 Penalty: 2894.842041
	Iteration 30Q: 3 clusters Score -659290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -659290.562500 Penalty: 2894.842041
	Iteration 31Q: 3 clusters Score -659290.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -659290.562500 Penalty: 2894.842041
	Iteration 32Q: 3 clusters Score -659290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -659291.625000 Penalty: 2894.842041
	Iteration 33Q: 3 clusters Score -659291.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -659291.500000 Penalty: 2894.842041
	Iteration 34Q: 3 clusters Score -659291.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -659291.562500 Penalty: 2894.842041
	Iteration 35Q: 3 clusters Score -659291.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -659291.125000 Penalty: 2894.842041
	Iteration 36Q: 3 clusters Score -659291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -659292.437500 Penalty: 2894.842041
	Iteration 37Q: 3 clusters Score -659292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -659292.625000 Penalty: 2894.842041
	Iteration 38Q: 3 clusters Score -659292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -659291.937500 Penalty: 2894.842041
	Iteration 39Q: 3 clusters Score -659291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -659291.937500 Penalty: 2894.842041
	Iteration 40F: 3 clusters Score -659291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Entering Unmasked Estep 
Score: -366173.406250 Penalty: 1358.701660
	Iteration 0F: 2 clusters Score -366173.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -362613.281250 Penalty: 2717.403320
	Iteration 0F: 3 clusters Score -362613.3 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -363607.687500 Penalty: 2717.403320
	Iteration 1F: 3 clusters Score -363607.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -363872.375000 Penalty: 2717.403320
	Iteration 2F: 3 clusters Score -363872.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -364104.000000 Penalty: 2717.403320
	Iteration 3F: 3 clusters Score -364104 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -364380.031250 Penalty: 2717.403320
	Iteration 4F: 3 clusters Score -364380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -364640.906250 Penalty: 2717.403320
	Iteration 5F: 3 clusters Score -364640.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -364879.750000 Penalty: 2717.403320
	Iteration 6F: 3 clusters Score -364879.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -365077.062500 Penalty: 2717.403320
	Iteration 7Q: 3 clusters Score -365077.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -365236.718750 Penalty: 2717.403320
	Iteration 8Q: 3 clusters Score -365236.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -365334.437500 Penalty: 2717.403320
	Iteration 9Q: 3 clusters Score -365334.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -365411.593750 Penalty: 2717.403320
	Iteration 10Q: 3 clusters Score -365411.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -365474.875000 Penalty: 2717.403320
	Iteration 11Q: 3 clusters Score -365474.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -365523.437500 Penalty: 2717.403320
	Iteration 12Q: 3 clusters Score -365523.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -365558.593750 Penalty: 2717.403320
	Iteration 13Q: 3 clusters Score -365558.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -365589.750000 Penalty: 2717.403320
	Iteration 14Q: 3 clusters Score -365589.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -365613.750000 Penalty: 2717.403320
	Iteration 15Q: 3 clusters Score -365613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -365630.343750 Penalty: 2717.403320
	Iteration 16Q: 3 clusters Score -365630.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -365649.968750 Penalty: 2717.403320
	Iteration 17Q: 3 clusters Score -365650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -365662.437500 Penalty: 2717.403320
	Iteration 18Q: 3 clusters Score -365662.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -365674.375000 Penalty: 2717.403320
	Iteration 19Q: 3 clusters Score -365674.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -365690.281250 Penalty: 2717.403320
	Iteration 20F: 3 clusters Score -365690.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -365705.000000 Penalty: 2717.403320
	Iteration 21Q: 3 clusters Score -365705 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -365714.968750 Penalty: 2717.403320
	Iteration 22Q: 3 clusters Score -365715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -365724.437500 Penalty: 2717.403320
	Iteration 23Q: 3 clusters Score -365724.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -365733.812500 Penalty: 2717.403320
	Iteration 24Q: 3 clusters Score -365733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -365745.718750 Penalty: 2717.403320
	Iteration 25Q: 3 clusters Score -365745.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -365752.812500 Penalty: 2717.403320
	Iteration 26Q: 3 clusters Score -365752.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -365757.406250 Penalty: 2717.403320
	Iteration 27Q: 3 clusters Score -365757.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -365763.375000 Penalty: 2717.403320
	Iteration 28Q: 3 clusters Score -365763.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -365766.312500 Penalty: 2717.403320
	Iteration 29Q: 3 clusters Score -365766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -365767.906250 Penalty: 2717.403320
	Iteration 30Q: 3 clusters Score -365767.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -365771.187500 Penalty: 2717.403320
	Iteration 31Q: 3 clusters Score -365771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -365773.000000 Penalty: 2717.403320
	Iteration 32Q: 3 clusters Score -365773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -365775.250000 Penalty: 2717.403320
	Iteration 33Q: 3 clusters Score -365775.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -365776.156250 Penalty: 2717.403320
	Iteration 34Q: 3 clusters Score -365776.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -365776.906250 Penalty: 2717.403320
	Iteration 35Q: 3 clusters Score -365776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -365778.375000 Penalty: 2717.403320
	Iteration 36Q: 3 clusters Score -365778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -365779.750000 Penalty: 2717.403320
	Iteration 37Q: 3 clusters Score -365779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -365780.625000 Penalty: 2717.403320
	Iteration 38Q: 3 clusters Score -365780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -365780.843750 Penalty: 2717.403320
	Iteration 39Q: 3 clusters Score -365780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -365781.687500 Penalty: 2717.403320
	Iteration 40F: 3 clusters Score -365781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -299821.718750 Penalty: 1320.559204
	Iteration 0F: 2 clusters Score -299821.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -296867.875000 Penalty: 2641.118408
	Iteration 0F: 3 clusters Score -296867.9 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -297684.218750 Penalty: 2641.118408
	Iteration 1F: 3 clusters Score -297684.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -297956.250000 Penalty: 2641.118408
	Iteration 2F: 3 clusters Score -297956.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -298151.937500 Penalty: 2641.118408
	Iteration 3F: 3 clusters Score -298151.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -298307.781250 Penalty: 2641.118408
	Iteration 4F: 3 clusters Score -298307.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -298435.062500 Penalty: 2641.118408
	Iteration 5Q: 3 clusters Score -298435.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -298530.656250 Penalty: 2641.118408
	Iteration 6Q: 3 clusters Score -298530.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -298595.406250 Penalty: 2641.118408
	Iteration 7Q: 3 clusters Score -298595.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -298646.312500 Penalty: 2641.118408
	Iteration 8Q: 3 clusters Score -298646.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -298686.187500 Penalty: 2641.118408
	Iteration 9Q: 3 clusters Score -298686.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -298723.687500 Penalty: 2641.118408
	Iteration 10Q: 3 clusters Score -298723.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -298751.156250 Penalty: 2641.118408
	Iteration 11Q: 3 clusters Score -298751.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -298774.531250 Penalty: 2641.118408
	Iteration 12Q: 3 clusters Score -298774.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -298799.468750 Penalty: 2641.118408
	Iteration 13Q: 3 clusters Score -298799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -298820.531250 Penalty: 2641.118408
	Iteration 14Q: 3 clusters Score -298820.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -298849.218750 Penalty: 2641.118408
	Iteration 15Q: 3 clusters Score -298849.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -298871.781250 Penalty: 2641.118408
	Iteration 16Q: 3 clusters Score -298871.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -298896.906250 Penalty: 2641.118408
	Iteration 17Q: 3 clusters Score -298896.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -298914.562500 Penalty: 2641.118408
	Iteration 18Q: 3 clusters Score -298914.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -298930.593750 Penalty: 2641.118408
	Iteration 19Q: 3 clusters Score -298930.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -298939.781250 Penalty: 2641.118408
	Iteration 20F: 3 clusters Score -298939.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -298946.437500 Penalty: 2641.118408
	Iteration 21Q: 3 clusters Score -298946.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -298952.187500 Penalty: 2641.118408
	Iteration 22Q: 3 clusters Score -298952.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -298956.531250 Penalty: 2641.118408
	Iteration 23Q: 3 clusters Score -298956.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -298960.656250 Penalty: 2641.118408
	Iteration 24Q: 3 clusters Score -298960.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -298962.781250 Penalty: 2641.118408
	Iteration 25Q: 3 clusters Score -298962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -298965.375000 Penalty: 2641.118408
	Iteration 26Q: 3 clusters Score -298965.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -298970.125000 Penalty: 2641.118408
	Iteration 27Q: 3 clusters Score -298970.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -298976.156250 Penalty: 2641.118408
	Iteration 28Q: 3 clusters Score -298976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -298983.437500 Penalty: 2641.118408
	Iteration 29Q: 3 clusters Score -298983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -298987.843750 Penalty: 2641.118408
	Iteration 30Q: 3 clusters Score -298987.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -298995.281250 Penalty: 2641.118408
	Iteration 31Q: 3 clusters Score -298995.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -298999.875000 Penalty: 2641.118408
	Iteration 32Q: 3 clusters Score -298999.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -299001.250000 Penalty: 2641.118408
	Iteration 33Q: 3 clusters Score -299001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -299002.656250 Penalty: 2641.118408
	Iteration 34Q: 3 clusters Score -299002.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -299003.562500 Penalty: 2641.118408
	Iteration 35Q: 3 clusters Score -299003.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -299005.625000 Penalty: 2641.118408
	Iteration 36Q: 3 clusters Score -299005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -299005.781250 Penalty: 2641.118408
	Iteration 37Q: 3 clusters Score -299005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -299006.000000 Penalty: 2641.118408
	Iteration 38Q: 3 clusters Score -299006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -299006.000000 Penalty: 2641.118408
	Iteration 39F: 3 clusters Score -299006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -479231.687500 Penalty: 1390.260986
	Iteration 0F: 2 clusters Score -479231.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -475217.625000 Penalty: 2780.521973
	Iteration 0F: 3 clusters Score -475217.6 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -476258.875000 Penalty: 2780.521973
	Iteration 1F: 3 clusters Score -476258.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -476390.000000 Penalty: 2780.521973
	Iteration 2F: 3 clusters Score -476390 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -476493.375000 Penalty: 2780.521973
	Iteration 3Q: 3 clusters Score -476493.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -476565.343750 Penalty: 2780.521973
	Iteration 4Q: 3 clusters Score -476565.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -476627.687500 Penalty: 2780.521973
	Iteration 5Q: 3 clusters Score -476627.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -476684.656250 Penalty: 2780.521973
	Iteration 6Q: 3 clusters Score -476684.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -476745.812500 Penalty: 2780.521973
	Iteration 7Q: 3 clusters Score -476745.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -476823.937500 Penalty: 2780.521973
	Iteration 8Q: 3 clusters Score -476823.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -476923.093750 Penalty: 2780.521973
	Iteration 9Q: 3 clusters Score -476923.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -477055.968750 Penalty: 2780.521973
	Iteration 10Q: 3 clusters Score -477056 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -477250.812500 Penalty: 2780.521973
	Iteration 11Q: 3 clusters Score -477250.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -477465.843750 Penalty: 2780.521973
	Iteration 12Q: 3 clusters Score -477465.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -477657.781250 Penalty: 2780.521973
	Iteration 13Q: 3 clusters Score -477657.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -477795.593750 Penalty: 2780.521973
	Iteration 14Q: 3 clusters Score -477795.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -477882.093750 Penalty: 2780.521973
	Iteration 15Q: 3 clusters Score -477882.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -477937.656250 Penalty: 2780.521973
	Iteration 16Q: 3 clusters Score -477937.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -477974.843750 Penalty: 2780.521973
	Iteration 17Q: 3 clusters Score -477974.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -478004.937500 Penalty: 2780.521973
	Iteration 18Q: 3 clusters Score -478004.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -478024.750000 Penalty: 2780.521973
	Iteration 19Q: 3 clusters Score -478024.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -478040.312500 Penalty: 2780.521973
	Iteration 20F: 3 clusters Score -478040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -478052.000000 Penalty: 2780.521973
	Iteration 21Q: 3 clusters Score -478052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -478060.187500 Penalty: 2780.521973
	Iteration 22Q: 3 clusters Score -478060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -478066.406250 Penalty: 2780.521973
	Iteration 23Q: 3 clusters Score -478066.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -478073.437500 Penalty: 2780.521973
	Iteration 24Q: 3 clusters Score -478073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -478077.906250 Penalty: 2780.521973
	Iteration 25Q: 3 clusters Score -478077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -478082.250000 Penalty: 2780.521973
	Iteration 26Q: 3 clusters Score -478082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -478089.281250 Penalty: 2780.521973
	Iteration 27Q: 3 clusters Score -478089.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -478092.125000 Penalty: 2780.521973
	Iteration 28Q: 3 clusters Score -478092.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -478093.375000 Penalty: 2780.521973
	Iteration 29Q: 3 clusters Score -478093.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -478095.375000 Penalty: 2780.521973
	Iteration 30Q: 3 clusters Score -478095.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -478098.593750 Penalty: 2780.521973
	Iteration 31Q: 3 clusters Score -478098.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -478100.312500 Penalty: 2780.521973
	Iteration 32Q: 3 clusters Score -478100.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -478100.937500 Penalty: 2780.521973
	Iteration 33Q: 3 clusters Score -478100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -478100.937500 Penalty: 2780.521973
	Iteration 34F: 3 clusters Score -478100.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 20410 members 
Mstep: Class 3 contains 4363 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7725 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16519 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 31274 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 12500 members 
Mstep: Class 14 contains 30890 members 
Mstep: Class 15 contains 9504 members 
Mstep: Class 16 contains 70280 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7385 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3383 members 
Mstep: Class 21 contains 5195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817584.000000 Penalty: 42822.269531
Iteration 439Q: 22 clusters Score -2.481758e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 20356 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 7711 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16529 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 31279 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 12407 members 
Mstep: Class 14 contains 30907 members 
Mstep: Class 15 contains 9528 members 
Mstep: Class 16 contains 70290 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7401 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3400 members 
Mstep: Class 21 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817650.000000 Penalty: 42822.269531
Iteration 440F: 22 clusters Score -2.481765e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 20286 members 
Mstep: Class 3 contains 4357 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 31286 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 12334 members 
Mstep: Class 14 contains 30924 members 
Mstep: Class 15 contains 9561 members 
Mstep: Class 16 contains 70290 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3406 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817742.000000 Penalty: 42822.269531
Iteration 441Q: 22 clusters Score -2.481774e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 20212 members 
Mstep: Class 3 contains 4361 members 
Mstep: Class 4 contains 5053 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7714 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16528 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 4026 members 
Mstep: Class 11 contains 31290 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 13 contains 12242 members 
Mstep: Class 14 contains 30940 members 
Mstep: Class 15 contains 9605 members 
Mstep: Class 16 contains 70290 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7435 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3428 members 
Mstep: Class 21 contains 5205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817752.000000 Penalty: 42822.269531
Iteration 442Q: 22 clusters Score -2.481775e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 20143 members 
Mstep: Class 3 contains 4365 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7715 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 16530 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 4025 members 
Mstep: Class 11 contains 31298 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 12154 members 
Mstep: Class 14 contains 30972 members 
Mstep: Class 15 contains 9645 members 
Mstep: Class 16 contains 70295 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7456 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3454 members 
Mstep: Class 21 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817690.000000 Penalty: 42822.269531
Iteration 443Q: 22 clusters Score -2.481769e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 20083 members 
Mstep: Class 3 contains 4371 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7710 members 
Mstep: Class 7 contains 10565 members 
Mstep: Class 8 contains 16532 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 31297 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 12083 members 
Mstep: Class 14 contains 30974 members 
Mstep: Class 15 contains 9688 members 
Mstep: Class 16 contains 70306 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7486 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3471 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817752.000000 Penalty: 42822.269531
Iteration 444Q: 22 clusters Score -2.481775e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 20018 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 5060 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 10562 members 
Mstep: Class 8 contains 16536 members 
Mstep: Class 9 contains 5298 members 
Mstep: Class 10 contains 4023 members 
Mstep: Class 11 contains 31296 members 
Mstep: Class 12 contains 4323 members 
Mstep: Class 13 contains 12008 members 
Mstep: Class 14 contains 30991 members 
Mstep: Class 15 contains 9735 members 
Mstep: Class 16 contains 70302 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7510 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 3479 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817892.000000 Penalty: 42822.269531
Iteration 445Q: 22 clusters Score -2.481789e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 19961 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7701 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 16543 members 
Mstep: Class 9 contains 5297 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 31298 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 11935 members 
Mstep: Class 14 contains 31010 members 
Mstep: Class 15 contains 9784 members 
Mstep: Class 16 contains 70299 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7527 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 3489 members 
Mstep: Class 21 contains 5207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818030.000000 Penalty: 42822.269531
Iteration 446Q: 22 clusters Score -2.481803e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 19920 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7705 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 4021 members 
Mstep: Class 11 contains 31300 members 
Mstep: Class 12 contains 4337 members 
Mstep: Class 13 contains 11868 members 
Mstep: Class 14 contains 31026 members 
Mstep: Class 15 contains 9810 members 
Mstep: Class 16 contains 70306 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7545 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 3501 members 
Mstep: Class 21 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818056.000000 Penalty: 42822.269531
Iteration 447Q: 22 clusters Score -2.481806e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 19892 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7716 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 16548 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 31305 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 11796 members 
Mstep: Class 14 contains 31041 members 
Mstep: Class 15 contains 9828 members 
Mstep: Class 16 contains 70313 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7555 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 3518 members 
Mstep: Class 21 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818124.000000 Penalty: 42822.269531
Iteration 448Q: 22 clusters Score -2.481812e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 19854 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 5140 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7724 members 
Mstep: Class 7 contains 10559 members 
Mstep: Class 8 contains 16551 members 
Mstep: Class 9 contains 5290 members 
Mstep: Class 10 contains 4020 members 
Mstep: Class 11 contains 31307 members 
Mstep: Class 12 contains 4363 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 31065 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 70317 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 7565 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 3536 members 
Mstep: Class 21 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818172.000000 Penalty: 42822.269531
Iteration 449Q: 22 clusters Score -2.481817e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 19815 members 
Mstep: Class 3 contains 4395 members 
Mstep: Class 4 contains 5133 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 7732 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 16549 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 4019 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 11680 members 
Mstep: Class 14 contains 31095 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 16 contains 70339 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 7590 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3563 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818292.000000 Penalty: 42822.269531
Iteration 450Q: 22 clusters Score -2.481829e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 19789 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 16558 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31311 members 
Mstep: Class 12 contains 4397 members 
Mstep: Class 13 contains 11630 members 
Mstep: Class 14 contains 31122 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 70357 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 7612 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3583 members 
Mstep: Class 21 contains 5206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818284.000000 Penalty: 42822.269531
Iteration 451Q: 22 clusters Score -2.481828e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 19759 members 
Mstep: Class 3 contains 4410 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 7747 members 
Mstep: Class 7 contains 10552 members 
Mstep: Class 8 contains 16566 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31309 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 11570 members 
Mstep: Class 14 contains 31145 members 
Mstep: Class 15 contains 9877 members 
Mstep: Class 16 contains 70377 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7638 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 3607 members 
Mstep: Class 21 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818416.000000 Penalty: 42822.269531
Iteration 452Q: 22 clusters Score -2.481842e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 19717 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 10550 members 
Mstep: Class 8 contains 16579 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31311 members 
Mstep: Class 12 contains 4420 members 
Mstep: Class 13 contains 11520 members 
Mstep: Class 14 contains 31164 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 70401 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 3623 members 
Mstep: Class 21 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818486.000000 Penalty: 42822.269531
Iteration 453Q: 22 clusters Score -2.481849e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 19686 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7773 members 
Mstep: Class 7 contains 10553 members 
Mstep: Class 8 contains 16585 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31310 members 
Mstep: Class 12 contains 4438 members 
Mstep: Class 13 contains 11433 members 
Mstep: Class 14 contains 31188 members 
Mstep: Class 15 contains 9937 members 
Mstep: Class 16 contains 70422 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7702 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 3642 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818464.000000 Penalty: 42822.269531
Iteration 454Q: 22 clusters Score -2.481846e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 19657 members 
Mstep: Class 3 contains 4407 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 10555 members 
Mstep: Class 8 contains 16588 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31313 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 11355 members 
Mstep: Class 14 contains 31220 members 
Mstep: Class 15 contains 9952 members 
Mstep: Class 16 contains 70447 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3652 members 
Mstep: Class 21 contains 5203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818576.000000 Penalty: 42822.269531
Iteration 455Q: 22 clusters Score -2.481858e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21618 members 
Mstep: Class 2 contains 19630 members 
Mstep: Class 3 contains 4411 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 10560 members 
Mstep: Class 8 contains 16595 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31312 members 
Mstep: Class 12 contains 4465 members 
Mstep: Class 13 contains 11285 members 
Mstep: Class 14 contains 31260 members 
Mstep: Class 15 contains 9959 members 
Mstep: Class 16 contains 70461 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3671 members 
Mstep: Class 21 contains 5201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818646.000000 Penalty: 42822.269531
Iteration 456Q: 22 clusters Score -2.481865e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 19610 members 
Mstep: Class 3 contains 4415 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7783 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 16599 members 
Mstep: Class 9 contains 5274 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 31314 members 
Mstep: Class 12 contains 4474 members 
Mstep: Class 13 contains 11231 members 
Mstep: Class 14 contains 31283 members 
Mstep: Class 15 contains 9960 members 
Mstep: Class 16 contains 70464 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3691 members 
Mstep: Class 21 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818728.000000 Penalty: 42822.269531
Iteration 457Q: 22 clusters Score -2.481873e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 19596 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7777 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 16611 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 31304 members 
Mstep: Class 12 contains 4495 members 
Mstep: Class 13 contains 11172 members 
Mstep: Class 14 contains 31322 members 
Mstep: Class 15 contains 9943 members 
Mstep: Class 16 contains 70472 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3708 members 
Mstep: Class 21 contains 5194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818778.000000 Penalty: 42822.269531
Iteration 458Q: 22 clusters Score -2.481878e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 19570 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 4985 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 10563 members 
Mstep: Class 8 contains 16617 members 
Mstep: Class 9 contains 5272 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31305 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 11114 members 
Mstep: Class 14 contains 31355 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 70487 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3726 members 
Mstep: Class 21 contains 5190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818820.000000 Penalty: 42822.269531
Iteration 459Q: 22 clusters Score -2.481882e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 19541 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7763 members 
Mstep: Class 7 contains 10569 members 
Mstep: Class 8 contains 16622 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 31306 members 
Mstep: Class 12 contains 4522 members 
Mstep: Class 13 contains 11058 members 
Mstep: Class 14 contains 31381 members 
Mstep: Class 15 contains 9934 members 
Mstep: Class 16 contains 70496 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 21 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818902.000000 Penalty: 42822.269531
Iteration 460F: 22 clusters Score -2.48189e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 19509 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 10572 members 
Mstep: Class 8 contains 16630 members 
Mstep: Class 9 contains 5273 members 
Mstep: Class 10 contains 4017 members 
Mstep: Class 11 contains 31308 members 
Mstep: Class 12 contains 4538 members 
Mstep: Class 13 contains 10991 members 
Mstep: Class 14 contains 31411 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 70511 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7895 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3769 members 
Mstep: Class 21 contains 5176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818942.000000 Penalty: 42822.269531
Iteration 461Q: 22 clusters Score -2.481894e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 19474 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 5019 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7762 members 
Mstep: Class 7 contains 10575 members 
Mstep: Class 8 contains 16634 members 
Mstep: Class 9 contains 5271 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 31312 members 
Mstep: Class 12 contains 4551 members 
Mstep: Class 13 contains 10920 members 
Mstep: Class 14 contains 31432 members 
Mstep: Class 15 contains 9939 members 
Mstep: Class 16 contains 70530 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7911 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3791 members 
Mstep: Class 21 contains 5170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819006.000000 Penalty: 42822.269531
Iteration 462Q: 22 clusters Score -2.481901e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 19446 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 10577 members 
Mstep: Class 8 contains 16635 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 4016 members 
Mstep: Class 11 contains 31315 members 
Mstep: Class 12 contains 4561 members 
Mstep: Class 13 contains 10869 members 
Mstep: Class 14 contains 31456 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 70543 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7928 members 
Mstep: Class 19 contains 4270 members 
Mstep: Class 20 contains 3811 members 
Mstep: Class 21 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819006.000000 Penalty: 42822.269531
Iteration 463Q: 22 clusters Score -2.481901e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 19416 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 16636 members 
Mstep: Class 9 contains 5268 members 
Mstep: Class 10 contains 4015 members 
Mstep: Class 11 contains 31315 members 
Mstep: Class 12 contains 4581 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 31452 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 70554 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7939 members 
Mstep: Class 19 contains 4272 members 
Mstep: Class 20 contains 3821 members 
Mstep: Class 21 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819074.000000 Penalty: 42822.269531
Iteration 464Q: 22 clusters Score -2.481907e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 19390 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7766 members 
Mstep: Class 7 contains 10593 members 
Mstep: Class 8 contains 16637 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 31320 members 
Mstep: Class 12 contains 4593 members 
Mstep: Class 13 contains 10772 members 
Mstep: Class 14 contains 31455 members 
Mstep: Class 15 contains 9921 members 
Mstep: Class 16 contains 70565 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7956 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 5166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819084.000000 Penalty: 42822.269531
Iteration 465Q: 22 clusters Score -2.481908e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 19368 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7768 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 16638 members 
Mstep: Class 9 contains 5269 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 31318 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 10733 members 
Mstep: Class 14 contains 31464 members 
Mstep: Class 15 contains 9909 members 
Mstep: Class 16 contains 70593 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 7962 members 
Mstep: Class 19 contains 4274 members 
Mstep: Class 20 contains 3846 members 
Mstep: Class 21 contains 5167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819122.000000 Penalty: 42822.269531
Iteration 466Q: 22 clusters Score -2.481912e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 19350 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7766 members 
Mstep: Class 7 contains 10597 members 
Mstep: Class 8 contains 16639 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 31321 members 
Mstep: Class 12 contains 4614 members 
Mstep: Class 13 contains 10703 members 
Mstep: Class 14 contains 31479 members 
Mstep: Class 15 contains 9905 members 
Mstep: Class 16 contains 70601 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 3856 members 
Mstep: Class 21 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819120.000000 Penalty: 42822.269531
Iteration 467Q: 22 clusters Score -2.481912e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 19328 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 10598 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 31328 members 
Mstep: Class 12 contains 4625 members 
Mstep: Class 13 contains 10674 members 
Mstep: Class 14 contains 31483 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 70608 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 4271 members 
Mstep: Class 20 contains 3871 members 
Mstep: Class 21 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819206.000000 Penalty: 42822.269531
Iteration 468Q: 22 clusters Score -2.481921e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 19310 members 
Mstep: Class 3 contains 4445 members 
Mstep: Class 4 contains 5125 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 7759 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5265 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 31333 members 
Mstep: Class 12 contains 4635 members 
Mstep: Class 13 contains 10650 members 
Mstep: Class 14 contains 31494 members 
Mstep: Class 15 contains 9905 members 
Mstep: Class 16 contains 70607 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 4273 members 
Mstep: Class 20 contains 3882 members 
Mstep: Class 21 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819178.000000 Penalty: 42822.269531
Iteration 469Q: 22 clusters Score -2.481918e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 19286 members 
Mstep: Class 3 contains 4449 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 1330 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 10602 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5264 members 
Mstep: Class 10 contains 4014 members 
Mstep: Class 11 contains 31336 members 
Mstep: Class 12 contains 4645 members 
Mstep: Class 13 contains 10626 members 
Mstep: Class 14 contains 31494 members 
Mstep: Class 15 contains 9903 members 
Mstep: Class 16 contains 70613 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7966 members 
Mstep: Class 19 contains 4275 members 
Mstep: Class 20 contains 3900 members 
Mstep: Class 21 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819250.000000 Penalty: 42822.269531
Iteration 470Q: 22 clusters Score -2.481925e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 19270 members 
Mstep: Class 3 contains 4451 members 
Mstep: Class 4 contains 5165 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7765 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 5263 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 31344 members 
Mstep: Class 12 contains 4653 members 
Mstep: Class 13 contains 10600 members 
Mstep: Class 14 contains 31495 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 70618 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7965 members 
Mstep: Class 19 contains 4276 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 21 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819166.000000 Penalty: 42822.269531
Iteration 471Q: 22 clusters Score -2.481917e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 19257 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 5174 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 31346 members 
Mstep: Class 12 contains 4663 members 
Mstep: Class 13 contains 10589 members 
Mstep: Class 14 contains 31493 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 16 contains 70629 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7969 members 
Mstep: Class 19 contains 4277 members 
Mstep: Class 20 contains 3945 members 
Mstep: Class 21 contains 5156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819156.000000 Penalty: 42822.269531
Iteration 472Q: 22 clusters Score -2.481916e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 19244 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 5185 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 10603 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 5262 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 31355 members 
Mstep: Class 12 contains 4674 members 
Mstep: Class 13 contains 10556 members 
Mstep: Class 14 contains 31498 members 
Mstep: Class 15 contains 9860 members 
Mstep: Class 16 contains 70627 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3961 members 
Mstep: Class 21 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819190.000000 Penalty: 42822.269531
Iteration 473Q: 22 clusters Score -2.481919e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 19230 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 10605 members 
Mstep: Class 8 contains 16642 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31365 members 
Mstep: Class 12 contains 4681 members 
Mstep: Class 13 contains 10530 members 
Mstep: Class 14 contains 31499 members 
Mstep: Class 15 contains 9856 members 
Mstep: Class 16 contains 70633 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3976 members 
Mstep: Class 21 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819206.000000 Penalty: 42822.269531
Iteration 474Q: 22 clusters Score -2.481921e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 19211 members 
Mstep: Class 3 contains 4454 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31377 members 
Mstep: Class 12 contains 4688 members 
Mstep: Class 13 contains 10513 members 
Mstep: Class 14 contains 31496 members 
Mstep: Class 15 contains 9841 members 
Mstep: Class 16 contains 70643 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7979 members 
Mstep: Class 19 contains 4278 members 
Mstep: Class 20 contains 3991 members 
Mstep: Class 21 contains 5149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819184.000000 Penalty: 42822.269531
Iteration 475Q: 22 clusters Score -2.481918e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 19203 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7751 members 
Mstep: Class 7 contains 10607 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 31388 members 
Mstep: Class 12 contains 4689 members 
Mstep: Class 13 contains 10490 members 
Mstep: Class 14 contains 31504 members 
Mstep: Class 15 contains 9827 members 
Mstep: Class 16 contains 70653 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 7977 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 3997 members 
Mstep: Class 21 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819194.000000 Penalty: 42822.269531
Iteration 476Q: 22 clusters Score -2.481919e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 19190 members 
Mstep: Class 3 contains 4459 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7753 members 
Mstep: Class 7 contains 10609 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31392 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 10472 members 
Mstep: Class 14 contains 31505 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 70657 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 4000 members 
Mstep: Class 21 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819214.000000 Penalty: 42822.269531
Iteration 477Q: 22 clusters Score -2.481921e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 19177 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7755 members 
Mstep: Class 7 contains 10611 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31395 members 
Mstep: Class 12 contains 4690 members 
Mstep: Class 13 contains 10460 members 
Mstep: Class 14 contains 31512 members 
Mstep: Class 15 contains 9828 members 
Mstep: Class 16 contains 70656 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4004 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819204.000000 Penalty: 42822.269531
Iteration 478Q: 22 clusters Score -2.48192e+07 nChanged 94
Entering ConstructFrom: 
Score: -24819204.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -1939642.125000 Penalty: 1620.470581
	Iteration 0F: 2 clusters Score -1939642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1925046.500000 Penalty: 3240.941162
	Iteration 0F: 3 clusters Score -1925046 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1930386.000000 Penalty: 3240.941162
	Iteration 1F: 3 clusters Score -1930386 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -1930801.250000 Penalty: 3240.941162
	Iteration 2F: 3 clusters Score -1930801 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -1931205.500000 Penalty: 3240.941162
	Iteration 3Q: 3 clusters Score -1931206 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1931597.250000 Penalty: 3240.941162
	Iteration 4Q: 3 clusters Score -1931597 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1931991.250000 Penalty: 3240.941162
	Iteration 5Q: 3 clusters Score -1931991 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1932373.625000 Penalty: 3240.941162
	Iteration 6Q: 3 clusters Score -1932374 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1932795.250000 Penalty: 3240.941162
	Iteration 7Q: 3 clusters Score -1932795 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -1933257.625000 Penalty: 3240.941162
	Iteration 8Q: 3 clusters Score -1933258 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -1933808.625000 Penalty: 3240.941162
	Iteration 9Q: 3 clusters Score -1933809 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -1934447.250000 Penalty: 3240.941162
	Iteration 10Q: 3 clusters Score -1934447 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -1935195.000000 Penalty: 3240.941162
	Iteration 11Q: 3 clusters Score -1935195 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1935957.375000 Penalty: 3240.941162
	Iteration 12Q: 3 clusters Score -1935957 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -1936627.500000 Penalty: 3240.941162
	Iteration 13Q: 3 clusters Score -1936628 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -1937134.000000 Penalty: 3240.941162
	Iteration 14Q: 3 clusters Score -1937134 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -1937521.750000 Penalty: 3240.941162
	Iteration 15Q: 3 clusters Score -1937522 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -1937795.625000 Penalty: 3240.941162
	Iteration 16Q: 3 clusters Score -1937796 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -1937976.625000 Penalty: 3240.941162
	Iteration 17Q: 3 clusters Score -1937977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -1938086.000000 Penalty: 3240.941162
	Iteration 18Q: 3 clusters Score -1938086 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1938136.125000 Penalty: 3240.941162
	Iteration 19Q: 3 clusters Score -1938136 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1938174.250000 Penalty: 3240.941162
	Iteration 20F: 3 clusters Score -1938174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -1938198.250000 Penalty: 3240.941162
	Iteration 21Q: 3 clusters Score -1938198 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1938221.250000 Penalty: 3240.941162
	Iteration 22Q: 3 clusters Score -1938221 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -1938233.375000 Penalty: 3240.941162
	Iteration 23Q: 3 clusters Score -1938233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -1938248.250000 Penalty: 3240.941162
	Iteration 24Q: 3 clusters Score -1938248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1938255.500000 Penalty: 3240.941162
	Iteration 25Q: 3 clusters Score -1938256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -1938264.625000 Penalty: 3240.941162
	Iteration 26Q: 3 clusters Score -1938265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -1938266.875000 Penalty: 3240.941162
	Iteration 27Q: 3 clusters Score -1938267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1938268.750000 Penalty: 3240.941162
	Iteration 28Q: 3 clusters Score -1938269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -1938268.750000 Penalty: 3240.941162
	Iteration 29F: 3 clusters Score -1938269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (19164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Entering Unmasked Estep 
Score: -1770289.875000 Penalty: 1602.378052
	Iteration 0F: 2 clusters Score -1770290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1757182.750000 Penalty: 3204.756104
	Iteration 0F: 3 clusters Score -1757183 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1762088.750000 Penalty: 3204.756104
	Iteration 1F: 3 clusters Score -1762089 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1762652.625000 Penalty: 3204.756104
	Iteration 2F: 3 clusters Score -1762653 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1763239.500000 Penalty: 3204.756104
	Iteration 3F: 3 clusters Score -1763240 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1763948.000000 Penalty: 3204.756104
	Iteration 4F: 3 clusters Score -1763948 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1764672.125000 Penalty: 3204.756104
	Iteration 5F: 3 clusters Score -1764672 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1765453.000000 Penalty: 3204.756104
	Iteration 6F: 3 clusters Score -1765453 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1766203.625000 Penalty: 3204.756104
	Iteration 7F: 3 clusters Score -1766204 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1766867.500000 Penalty: 3204.756104
	Iteration 8Q: 3 clusters Score -1766868 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1767411.375000 Penalty: 3204.756104
	Iteration 9Q: 3 clusters Score -1767411 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1767694.250000 Penalty: 3204.756104
	Iteration 10Q: 3 clusters Score -1767694 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1767849.250000 Penalty: 3204.756104
	Iteration 11Q: 3 clusters Score -1767849 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1767930.625000 Penalty: 3204.756104
	Iteration 12Q: 3 clusters Score -1767931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1767993.750000 Penalty: 3204.756104
	Iteration 13Q: 3 clusters Score -1767994 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -1768036.375000 Penalty: 3204.756104
	Iteration 14Q: 3 clusters Score -1768036 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1768073.625000 Penalty: 3204.756104
	Iteration 15Q: 3 clusters Score -1768074 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1768096.250000 Penalty: 3204.756104
	Iteration 16Q: 3 clusters Score -1768096 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1768120.125000 Penalty: 3204.756104
	Iteration 17Q: 3 clusters Score -1768120 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1768126.375000 Penalty: 3204.756104
	Iteration 18Q: 3 clusters Score -1768126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -1768141.500000 Penalty: 3204.756104
	Iteration 19Q: 3 clusters Score -1768142 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1768151.875000 Penalty: 3204.756104
	Iteration 20F: 3 clusters Score -1768152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1768155.625000 Penalty: 3204.756104
	Iteration 21Q: 3 clusters Score -1768156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1768166.500000 Penalty: 3204.756104
	Iteration 22Q: 3 clusters Score -1768166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1768173.750000 Penalty: 3204.756104
	Iteration 23Q: 3 clusters Score -1768174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1768177.500000 Penalty: 3204.756104
	Iteration 24Q: 3 clusters Score -1768178 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -1768184.500000 Penalty: 3204.756104
	Iteration 25Q: 3 clusters Score -1768184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1768183.750000 Penalty: 3204.756104
	Iteration 26Q: 3 clusters Score -1768184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1768185.500000 Penalty: 3204.756104
	Iteration 27Q: 3 clusters Score -1768186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1768185.750000 Penalty: 3204.756104
	Iteration 28Q: 3 clusters Score -1768186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1768194.125000 Penalty: 3204.756104
	Iteration 29Q: 3 clusters Score -1768194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1768193.375000 Penalty: 3204.756104
	Iteration 30Q: 3 clusters Score -1768193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1768198.500000 Penalty: 3204.756104
	Iteration 31Q: 3 clusters Score -1768198 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1768195.125000 Penalty: 3204.756104
	Iteration 32Q: 3 clusters Score -1768195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1768198.625000 Penalty: 3204.756104
	Iteration 33Q: 3 clusters Score -1768199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -1768203.250000 Penalty: 3204.756104
	Iteration 34Q: 3 clusters Score -1768203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1768202.500000 Penalty: 3204.756104
	Iteration 35Q: 3 clusters Score -1768202 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1768204.250000 Penalty: 3204.756104
	Iteration 36Q: 3 clusters Score -1768204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -1768203.875000 Penalty: 3204.756104
	Iteration 37Q: 3 clusters Score -1768204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1768202.500000 Penalty: 3204.756104
	Iteration 38Q: 3 clusters Score -1768202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1768210.625000 Penalty: 3204.756104
	Iteration 39Q: 3 clusters Score -1768211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1768212.500000 Penalty: 3204.756104
	Iteration 40F: 3 clusters Score -1768212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1768211.875000 Penalty: 3204.756104
	Iteration 41Q: 3 clusters Score -1768212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -1768219.500000 Penalty: 3204.756104
	Iteration 42Q: 3 clusters Score -1768220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1768217.125000 Penalty: 3204.756104
	Iteration 43Q: 3 clusters Score -1768217 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1768223.750000 Penalty: 3204.756104
	Iteration 44Q: 3 clusters Score -1768224 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1768230.500000 Penalty: 3204.756104
	Iteration 45Q: 3 clusters Score -1768230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1768241.250000 Penalty: 3204.756104
	Iteration 46Q: 3 clusters Score -1768241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1768244.250000 Penalty: 3204.756104
	Iteration 47Q: 3 clusters Score -1768244 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1768250.625000 Penalty: 3204.756104
	Iteration 48Q: 3 clusters Score -1768251 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1768257.000000 Penalty: 3204.756104
	Iteration 49Q: 3 clusters Score -1768257 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1768266.000000 Penalty: 3204.756104
	Iteration 50Q: 3 clusters Score -1768266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1768273.375000 Penalty: 3204.756104
	Iteration 51Q: 3 clusters Score -1768273 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1768273.875000 Penalty: 3204.756104
	Iteration 52Q: 3 clusters Score -1768274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1768277.000000 Penalty: 3204.756104
	Iteration 53Q: 3 clusters Score -1768277 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1768284.500000 Penalty: 3204.756104
	Iteration 54Q: 3 clusters Score -1768284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1768286.500000 Penalty: 3204.756104
	Iteration 55Q: 3 clusters Score -1768286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1768288.500000 Penalty: 3204.756104
	Iteration 56Q: 3 clusters Score -1768288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1768297.500000 Penalty: 3204.756104
	Iteration 57Q: 3 clusters Score -1768298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1768296.875000 Penalty: 3204.756104
	Iteration 58Q: 3 clusters Score -1768297 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -1768302.875000 Penalty: 3204.756104
	Iteration 59Q: 3 clusters Score -1768303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1768301.875000 Penalty: 3204.756104
	Iteration 60F: 3 clusters Score -1768302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -1768306.250000 Penalty: 3204.756104
	Iteration 61Q: 3 clusters Score -1768306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -1768310.500000 Penalty: 3204.756104
	Iteration 62Q: 3 clusters Score -1768310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1768320.500000 Penalty: 3204.756104
	Iteration 63Q: 3 clusters Score -1768320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1768324.375000 Penalty: 3204.756104
	Iteration 64Q: 3 clusters Score -1768324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -1768328.875000 Penalty: 3204.756104
	Iteration 65Q: 3 clusters Score -1768329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1768334.000000 Penalty: 3204.756104
	Iteration 66Q: 3 clusters Score -1768334 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1768334.375000 Penalty: 3204.756104
	Iteration 67Q: 3 clusters Score -1768334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1768340.750000 Penalty: 3204.756104
	Iteration 68Q: 3 clusters Score -1768341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1768342.250000 Penalty: 3204.756104
	Iteration 69Q: 3 clusters Score -1768342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -1768344.875000 Penalty: 3204.756104
	Iteration 70Q: 3 clusters Score -1768345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1768352.625000 Penalty: 3204.756104
	Iteration 71Q: 3 clusters Score -1768353 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1768359.625000 Penalty: 3204.756104
	Iteration 72Q: 3 clusters Score -1768360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1768366.000000 Penalty: 3204.756104
	Iteration 73Q: 3 clusters Score -1768366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1768369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1768373.250000 Penalty: 3204.756104
	Iteration 75Q: 3 clusters Score -1768373 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1768378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1768379.500000 Penalty: 3204.756104
	Iteration 77Q: 3 clusters Score -1768380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1768385.625000 Penalty: 3204.756104
	Iteration 78Q: 3 clusters Score -1768386 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1768395.750000 Penalty: 3204.756104
	Iteration 79Q: 3 clusters Score -1768396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -1768398.625000 Penalty: 3204.756104
	Iteration 80F: 3 clusters Score -1768399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -1768401.750000 Penalty: 3204.756104
	Iteration 81Q: 3 clusters Score -1768402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1768408.125000 Penalty: 3204.756104
	Iteration 82Q: 3 clusters Score -1768408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -1768418.375000 Penalty: 3204.756104
	Iteration 83Q: 3 clusters Score -1768418 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1768425.625000 Penalty: 3204.756104
	Iteration 84Q: 3 clusters Score -1768426 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1768431.875000 Penalty: 3204.756104
	Iteration 85Q: 3 clusters Score -1768432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -1768434.250000 Penalty: 3204.756104
	Iteration 86Q: 3 clusters Score -1768434 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -1768449.000000 Penalty: 3204.756104
	Iteration 87Q: 3 clusters Score -1768449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -1768452.750000 Penalty: 3204.756104
	Iteration 88Q: 3 clusters Score -1768453 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -1768462.250000 Penalty: 3204.756104
	Iteration 89Q: 3 clusters Score -1768462 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1768471.500000 Penalty: 3204.756104
	Iteration 90Q: 3 clusters Score -1768472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1768481.625000 Penalty: 3204.756104
	Iteration 91Q: 3 clusters Score -1768482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -1768499.250000 Penalty: 3204.756104
	Iteration 92Q: 3 clusters Score -1768499 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -1768509.500000 Penalty: 3204.756104
	Iteration 93Q: 3 clusters Score -1768510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -1768510.250000 Penalty: 3204.756104
	Iteration 94Q: 3 clusters Score -1768510 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -1768520.250000 Penalty: 3204.756104
	Iteration 95Q: 3 clusters Score -1768520 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1768533.250000 Penalty: 3204.756104
	Iteration 96Q: 3 clusters Score -1768533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -1768553.375000 Penalty: 3204.756104
	Iteration 97Q: 3 clusters Score -1768553 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1768573.750000 Penalty: 3204.756104
	Iteration 98Q: 3 clusters Score -1768574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1768602.375000 Penalty: 3204.756104
	Iteration 99Q: 3 clusters Score -1768602 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1768627.125000 Penalty: 3204.756104
	Iteration 100F: 3 clusters Score -1768627 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -1768651.750000 Penalty: 3204.756104
	Iteration 101Q: 3 clusters Score -1768652 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1768675.750000 Penalty: 3204.756104
	Iteration 102Q: 3 clusters Score -1768676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1768699 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1768723.750000 Penalty: 3204.756104
	Iteration 104Q: 3 clusters Score -1768724 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1768754.500000 Penalty: 3204.756104
	Iteration 105Q: 3 clusters Score -1768754 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -1768790.125000 Penalty: 3204.756104
	Iteration 106Q: 3 clusters Score -1768790 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1768828.875000 Penalty: 3204.756104
	Iteration 107Q: 3 clusters Score -1768829 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -1768874.000000 Penalty: 3204.756104
	Iteration 108Q: 3 clusters Score -1768874 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1768904.375000 Penalty: 3204.756104
	Iteration 109Q: 3 clusters Score -1768904 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -1768931.375000 Penalty: 3204.756104
	Iteration 110Q: 3 clusters Score -1768931 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -1768951.750000 Penalty: 3204.756104
	Iteration 111Q: 3 clusters Score -1768952 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -1768976.250000 Penalty: 3204.756104
	Iteration 112Q: 3 clusters Score -1768976 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -1769009.125000 Penalty: 3204.756104
	Iteration 113Q: 3 clusters Score -1769009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -1769041.875000 Penalty: 3204.756104
	Iteration 114Q: 3 clusters Score -1769042 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1769065.000000 Penalty: 3204.756104
	Iteration 115Q: 3 clusters Score -1769065 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1769102.875000 Penalty: 3204.756104
	Iteration 116Q: 3 clusters Score -1769103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1769131.750000 Penalty: 3204.756104
	Iteration 117Q: 3 clusters Score -1769132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1769148.250000 Penalty: 3204.756104
	Iteration 118Q: 3 clusters Score -1769148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -1769181.375000 Penalty: 3204.756104
	Iteration 119Q: 3 clusters Score -1769181 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1769196.625000 Penalty: 3204.756104
	Iteration 120F: 3 clusters Score -1769197 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1769212.500000 Penalty: 3204.756104
	Iteration 121Q: 3 clusters Score -1769212 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1769226.125000 Penalty: 3204.756104
	Iteration 122Q: 3 clusters Score -1769226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -1769235.125000 Penalty: 3204.756104
	Iteration 123Q: 3 clusters Score -1769235 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -1769247.125000 Penalty: 3204.756104
	Iteration 124Q: 3 clusters Score -1769247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1769266.625000 Penalty: 3204.756104
	Iteration 125Q: 3 clusters Score -1769267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1769288.375000 Penalty: 3204.756104
	Iteration 126Q: 3 clusters Score -1769288 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1769313.000000 Penalty: 3204.756104
	Iteration 127Q: 3 clusters Score -1769313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1769340.125000 Penalty: 3204.756104
	Iteration 128Q: 3 clusters Score -1769340 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1769368.500000 Penalty: 3204.756104
	Iteration 129Q: 3 clusters Score -1769368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -1769383.125000 Penalty: 3204.756104
	Iteration 130Q: 3 clusters Score -1769383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -1769397.875000 Penalty: 3204.756104
	Iteration 131Q: 3 clusters Score -1769398 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -1769417.750000 Penalty: 3204.756104
	Iteration 132Q: 3 clusters Score -1769418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1769430.250000 Penalty: 3204.756104
	Iteration 133Q: 3 clusters Score -1769430 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1769445.000000 Penalty: 3204.756104
	Iteration 134Q: 3 clusters Score -1769445 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1769462.500000 Penalty: 3204.756104
	Iteration 135Q: 3 clusters Score -1769462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -1769474.875000 Penalty: 3204.756104
	Iteration 136Q: 3 clusters Score -1769475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -1769479.000000 Penalty: 3204.756104
	Iteration 137Q: 3 clusters Score -1769479 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -1769496.125000 Penalty: 3204.756104
	Iteration 138Q: 3 clusters Score -1769496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1769505.750000 Penalty: 3204.756104
	Iteration 139Q: 3 clusters Score -1769506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1769507.375000 Penalty: 3204.756104
	Iteration 140F: 3 clusters Score -1769507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1769518.000000 Penalty: 3204.756104
	Iteration 141Q: 3 clusters Score -1769518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1769521.750000 Penalty: 3204.756104
	Iteration 142Q: 3 clusters Score -1769522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -1769525.625000 Penalty: 3204.756104
	Iteration 143Q: 3 clusters Score -1769526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1769530.125000 Penalty: 3204.756104
	Iteration 144Q: 3 clusters Score -1769530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -1769530.750000 Penalty: 3204.756104
	Iteration 145Q: 3 clusters Score -1769531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1769532.375000 Penalty: 3204.756104
	Iteration 146Q: 3 clusters Score -1769532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1769530.375000 Penalty: 3204.756104
	Iteration 147Q: 3 clusters Score -1769530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1769533.375000 Penalty: 3204.756104
	Iteration 148Q: 3 clusters Score -1769533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1769533.875000 Penalty: 3204.756104
	Iteration 149Q: 3 clusters Score -1769534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1769534.625000 Penalty: 3204.756104
	Iteration 150Q: 3 clusters Score -1769535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1769537.125000 Penalty: 3204.756104
	Iteration 151Q: 3 clusters Score -1769537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1769537.375000 Penalty: 3204.756104
	Iteration 152Q: 3 clusters Score -1769537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1769537.750000 Penalty: 3204.756104
	Iteration 153Q: 3 clusters Score -1769538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1769537.500000 Penalty: 3204.756104
	Iteration 154Q: 3 clusters Score -1769538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -1769537.500000 Penalty: 3204.756104
	Iteration 155F: 3 clusters Score -1769538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Entering Unmasked Estep 
Score: -358927.343750 Penalty: 1365.471924
	Iteration 0F: 2 clusters Score -358927.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -355314.531250 Penalty: 2730.943848
	Iteration 0F: 3 clusters Score -355314.5 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -356497.562500 Penalty: 2730.943848
	Iteration 1F: 3 clusters Score -356497.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -356856.375000 Penalty: 2730.943848
	Iteration 2F: 3 clusters Score -356856.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -357130.218750 Penalty: 2730.943848
	Iteration 3F: 3 clusters Score -357130.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -357294.437500 Penalty: 2730.943848
	Iteration 4F: 3 clusters Score -357294.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -357375.843750 Penalty: 2730.943848
	Iteration 5Q: 3 clusters Score -357375.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -357422.062500 Penalty: 2730.943848
	Iteration 6Q: 3 clusters Score -357422.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -357467.218750 Penalty: 2730.943848
	Iteration 7Q: 3 clusters Score -357467.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -357489.968750 Penalty: 2730.943848
	Iteration 8Q: 3 clusters Score -357490 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -357508.312500 Penalty: 2730.943848
	Iteration 9Q: 3 clusters Score -357508.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -357527.156250 Penalty: 2730.943848
	Iteration 10Q: 3 clusters Score -357527.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -357543.218750 Penalty: 2730.943848
	Iteration 11Q: 3 clusters Score -357543.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -357559.281250 Penalty: 2730.943848
	Iteration 12Q: 3 clusters Score -357559.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -357570.375000 Penalty: 2730.943848
	Iteration 13Q: 3 clusters Score -357570.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -357580.937500 Penalty: 2730.943848
	Iteration 14Q: 3 clusters Score -357580.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -357588.468750 Penalty: 2730.943848
	Iteration 15Q: 3 clusters Score -357588.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -357597.156250 Penalty: 2730.943848
	Iteration 16Q: 3 clusters Score -357597.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -357605.468750 Penalty: 2730.943848
	Iteration 17Q: 3 clusters Score -357605.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -357615.281250 Penalty: 2730.943848
	Iteration 18Q: 3 clusters Score -357615.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -357629.812500 Penalty: 2730.943848
	Iteration 19Q: 3 clusters Score -357629.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -357642.343750 Penalty: 2730.943848
	Iteration 20F: 3 clusters Score -357642.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -357649.875000 Penalty: 2730.943848
	Iteration 21Q: 3 clusters Score -357649.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -357659.687500 Penalty: 2730.943848
	Iteration 22Q: 3 clusters Score -357659.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -357666.062500 Penalty: 2730.943848
	Iteration 23Q: 3 clusters Score -357666.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -357672.312500 Penalty: 2730.943848
	Iteration 24Q: 3 clusters Score -357672.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -357678.406250 Penalty: 2730.943848
	Iteration 25Q: 3 clusters Score -357678.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -357687.031250 Penalty: 2730.943848
	Iteration 26Q: 3 clusters Score -357687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -357691.750000 Penalty: 2730.943848
	Iteration 27Q: 3 clusters Score -357691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -357697.468750 Penalty: 2730.943848
	Iteration 28Q: 3 clusters Score -357697.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -357704.281250 Penalty: 2730.943848
	Iteration 29Q: 3 clusters Score -357704.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -357712.687500 Penalty: 2730.943848
	Iteration 30Q: 3 clusters Score -357712.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -357721.093750 Penalty: 2730.943848
	Iteration 31Q: 3 clusters Score -357721.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -357730.812500 Penalty: 2730.943848
	Iteration 32Q: 3 clusters Score -357730.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -357740.750000 Penalty: 2730.943848
	Iteration 33Q: 3 clusters Score -357740.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -357748.718750 Penalty: 2730.943848
	Iteration 34Q: 3 clusters Score -357748.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -357755.718750 Penalty: 2730.943848
	Iteration 35Q: 3 clusters Score -357755.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -357761.687500 Penalty: 2730.943848
	Iteration 36Q: 3 clusters Score -357761.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -357766.875000 Penalty: 2730.943848
	Iteration 37Q: 3 clusters Score -357766.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -357773.468750 Penalty: 2730.943848
	Iteration 38Q: 3 clusters Score -357773.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -357780.062500 Penalty: 2730.943848
	Iteration 39Q: 3 clusters Score -357780.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -357783.812500 Penalty: 2730.943848
	Iteration 40F: 3 clusters Score -357783.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -357789.656250 Penalty: 2730.943848
	Iteration 41Q: 3 clusters Score -357789.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -357796.625000 Penalty: 2730.943848
	Iteration 42Q: 3 clusters Score -357796.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -357806.468750 Penalty: 2730.943848
	Iteration 43Q: 3 clusters Score -357806.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -357816.937500 Penalty: 2730.943848
	Iteration 44Q: 3 clusters Score -357816.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -357828.968750 Penalty: 2730.943848
	Iteration 45Q: 3 clusters Score -357829 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -357834.937500 Penalty: 2730.943848
	Iteration 46Q: 3 clusters Score -357834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -357839.843750 Penalty: 2730.943848
	Iteration 47Q: 3 clusters Score -357839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -357846.250000 Penalty: 2730.943848
	Iteration 48Q: 3 clusters Score -357846.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -357850.968750 Penalty: 2730.943848
	Iteration 49Q: 3 clusters Score -357851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -357856.250000 Penalty: 2730.943848
	Iteration 50Q: 3 clusters Score -357856.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -357860.343750 Penalty: 2730.943848
	Iteration 51Q: 3 clusters Score -357860.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -357863.875000 Penalty: 2730.943848
	Iteration 52Q: 3 clusters Score -357863.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -357865.218750 Penalty: 2730.943848
	Iteration 53Q: 3 clusters Score -357865.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -357869.781250 Penalty: 2730.943848
	Iteration 54Q: 3 clusters Score -357869.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -357874.343750 Penalty: 2730.943848
	Iteration 55Q: 3 clusters Score -357874.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -357879.406250 Penalty: 2730.943848
	Iteration 56Q: 3 clusters Score -357879.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -357884.781250 Penalty: 2730.943848
	Iteration 57Q: 3 clusters Score -357884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -357887.250000 Penalty: 2730.943848
	Iteration 58Q: 3 clusters Score -357887.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -357893.156250 Penalty: 2730.943848
	Iteration 59Q: 3 clusters Score -357893.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -357895.656250 Penalty: 2730.943848
	Iteration 60F: 3 clusters Score -357895.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -357896.468750 Penalty: 2730.943848
	Iteration 61Q: 3 clusters Score -357896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -357897.687500 Penalty: 2730.943848
	Iteration 62Q: 3 clusters Score -357897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -357898.062500 Penalty: 2730.943848
	Iteration 63Q: 3 clusters Score -357898.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -357898.625000 Penalty: 2730.943848
	Iteration 64Q: 3 clusters Score -357898.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -357898.500000 Penalty: 2730.943848
	Iteration 65Q: 3 clusters Score -357898.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -357898.687500 Penalty: 2730.943848
	Iteration 66Q: 3 clusters Score -357898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -357900.156250 Penalty: 2730.943848
	Iteration 67Q: 3 clusters Score -357900.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -357902.781250 Penalty: 2730.943848
	Iteration 68Q: 3 clusters Score -357902.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -357905.000000 Penalty: 2730.943848
	Iteration 69Q: 3 clusters Score -357905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -357908.125000 Penalty: 2730.943848
	Iteration 70Q: 3 clusters Score -357908.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -357912.343750 Penalty: 2730.943848
	Iteration 71Q: 3 clusters Score -357912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -357917.437500 Penalty: 2730.943848
	Iteration 72Q: 3 clusters Score -357917.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -357920.531250 Penalty: 2730.943848
	Iteration 73Q: 3 clusters Score -357920.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -357924.031250 Penalty: 2730.943848
	Iteration 74Q: 3 clusters Score -357924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -357930.468750 Penalty: 2730.943848
	Iteration 75Q: 3 clusters Score -357930.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -357934.343750 Penalty: 2730.943848
	Iteration 76Q: 3 clusters Score -357934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -357937.375000 Penalty: 2730.943848
	Iteration 77Q: 3 clusters Score -357937.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -357938.593750 Penalty: 2730.943848
	Iteration 78Q: 3 clusters Score -357938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -357939.500000 Penalty: 2730.943848
	Iteration 79Q: 3 clusters Score -357939.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -357939.843750 Penalty: 2730.943848
	Iteration 80F: 3 clusters Score -357939.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -357939.812500 Penalty: 2730.943848
	Iteration 81Q: 3 clusters Score -357939.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -357939.812500 Penalty: 2730.943848
	Iteration 82F: 3 clusters Score -357939.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Entering Unmasked Estep 
Score: -477977.437500 Penalty: 1392.157837
	Iteration 0F: 2 clusters Score -477977.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -473846.031250 Penalty: 2784.315674
	Iteration 0F: 3 clusters Score -473846 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -474932.593750 Penalty: 2784.315674
	Iteration 1F: 3 clusters Score -474932.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -475126.593750 Penalty: 2784.315674
	Iteration 2F: 3 clusters Score -475126.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -475238.906250 Penalty: 2784.315674
	Iteration 3Q: 3 clusters Score -475238.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -475314.656250 Penalty: 2784.315674
	Iteration 4Q: 3 clusters Score -475314.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -475373.187500 Penalty: 2784.315674
	Iteration 5Q: 3 clusters Score -475373.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -475419.750000 Penalty: 2784.315674
	Iteration 6Q: 3 clusters Score -475419.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -475452.781250 Penalty: 2784.315674
	Iteration 7Q: 3 clusters Score -475452.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -475479.343750 Penalty: 2784.315674
	Iteration 8Q: 3 clusters Score -475479.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -475501.968750 Penalty: 2784.315674
	Iteration 9Q: 3 clusters Score -475502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -475522.312500 Penalty: 2784.315674
	Iteration 10Q: 3 clusters Score -475522.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -475540.281250 Penalty: 2784.315674
	Iteration 11Q: 3 clusters Score -475540.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -475555.406250 Penalty: 2784.315674
	Iteration 12Q: 3 clusters Score -475555.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -475570.000000 Penalty: 2784.315674
	Iteration 13Q: 3 clusters Score -475570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -475591.781250 Penalty: 2784.315674
	Iteration 14Q: 3 clusters Score -475591.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -475607.750000 Penalty: 2784.315674
	Iteration 15Q: 3 clusters Score -475607.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -475625.625000 Penalty: 2784.315674
	Iteration 16Q: 3 clusters Score -475625.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -475647.125000 Penalty: 2784.315674
	Iteration 17Q: 3 clusters Score -475647.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -475671.937500 Penalty: 2784.315674
	Iteration 18Q: 3 clusters Score -475671.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -475697.812500 Penalty: 2784.315674
	Iteration 19Q: 3 clusters Score -475697.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -475729.343750 Penalty: 2784.315674
	Iteration 20F: 3 clusters Score -475729.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -475769.750000 Penalty: 2784.315674
	Iteration 21Q: 3 clusters Score -475769.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -475820.125000 Penalty: 2784.315674
	Iteration 22Q: 3 clusters Score -475820.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -475877.812500 Penalty: 2784.315674
	Iteration 23Q: 3 clusters Score -475877.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -475933.625000 Penalty: 2784.315674
	Iteration 24Q: 3 clusters Score -475933.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -475999.875000 Penalty: 2784.315674
	Iteration 25Q: 3 clusters Score -475999.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -476106.906250 Penalty: 2784.315674
	Iteration 26Q: 3 clusters Score -476106.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -476208.000000 Penalty: 2784.315674
	Iteration 27Q: 3 clusters Score -476208 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -476289.812500 Penalty: 2784.315674
	Iteration 28Q: 3 clusters Score -476289.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -476368.062500 Penalty: 2784.315674
	Iteration 29Q: 3 clusters Score -476368.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -476470.656250 Penalty: 2784.315674
	Iteration 30Q: 3 clusters Score -476470.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -476556.968750 Penalty: 2784.315674
	Iteration 31Q: 3 clusters Score -476557 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -476626.968750 Penalty: 2784.315674
	Iteration 32Q: 3 clusters Score -476627 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -476678.156250 Penalty: 2784.315674
	Iteration 33Q: 3 clusters Score -476678.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -476713.906250 Penalty: 2784.315674
	Iteration 34Q: 3 clusters Score -476713.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -476737.093750 Penalty: 2784.315674
	Iteration 35Q: 3 clusters Score -476737.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -476752.812500 Penalty: 2784.315674
	Iteration 36Q: 3 clusters Score -476752.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -476768.718750 Penalty: 2784.315674
	Iteration 37Q: 3 clusters Score -476768.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -476787.343750 Penalty: 2784.315674
	Iteration 38Q: 3 clusters Score -476787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -476804.812500 Penalty: 2784.315674
	Iteration 39Q: 3 clusters Score -476804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -476814.281250 Penalty: 2784.315674
	Iteration 40F: 3 clusters Score -476814.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -476830.812500 Penalty: 2784.315674
	Iteration 41Q: 3 clusters Score -476830.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -476840.875000 Penalty: 2784.315674
	Iteration 42Q: 3 clusters Score -476840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -476847.218750 Penalty: 2784.315674
	Iteration 43Q: 3 clusters Score -476847.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -476849.250000 Penalty: 2784.315674
	Iteration 44Q: 3 clusters Score -476849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -476849.968750 Penalty: 2784.315674
	Iteration 45Q: 3 clusters Score -476850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -476851.718750 Penalty: 2784.315674
	Iteration 46Q: 3 clusters Score -476851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -476852.468750 Penalty: 2784.315674
	Iteration 47Q: 3 clusters Score -476852.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -476853.562500 Penalty: 2784.315674
	Iteration 48Q: 3 clusters Score -476853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -476854.468750 Penalty: 2784.315674
	Iteration 49Q: 3 clusters Score -476854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -476855.343750 Penalty: 2784.315674
	Iteration 50Q: 3 clusters Score -476855.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -476855.343750 Penalty: 2784.315674
	Iteration 51F: 3 clusters Score -476855.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -102133.695312 Penalty: 1168.729614
	Iteration 0F: 2 clusters Score -102133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -100539.500000 Penalty: 2337.459229
	Iteration 0F: 3 clusters Score -100539.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -100961.789062 Penalty: 2337.459229
	Iteration 1F: 3 clusters Score -100961.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -101109.523438 Penalty: 2337.459229
	Iteration 2F: 3 clusters Score -101109.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -101188.562500 Penalty: 2337.459229
	Iteration 3Q: 3 clusters Score -101188.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -101253.000000 Penalty: 2337.459229
	Iteration 4Q: 3 clusters Score -101253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -101312.398438 Penalty: 2337.459229
	Iteration 5Q: 3 clusters Score -101312.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -101366.125000 Penalty: 2337.459229
	Iteration 6Q: 3 clusters Score -101366.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -101413.039062 Penalty: 2337.459229
	Iteration 7Q: 3 clusters Score -101413 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -101440.750000 Penalty: 2337.459229
	Iteration 8Q: 3 clusters Score -101440.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -101462.523438 Penalty: 2337.459229
	Iteration 9Q: 3 clusters Score -101462.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -101473.937500 Penalty: 2337.459229
	Iteration 10Q: 3 clusters Score -101473.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -101483.875000 Penalty: 2337.459229
	Iteration 11Q: 3 clusters Score -101483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -101493.726562 Penalty: 2337.459229
	Iteration 12Q: 3 clusters Score -101493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -101505.656250 Penalty: 2337.459229
	Iteration 13Q: 3 clusters Score -101505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -101516.570312 Penalty: 2337.459229
	Iteration 14Q: 3 clusters Score -101516.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -101531.750000 Penalty: 2337.459229
	Iteration 15Q: 3 clusters Score -101531.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -101545.898438 Penalty: 2337.459229
	Iteration 16Q: 3 clusters Score -101545.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -101573.921875 Penalty: 2337.459229
	Iteration 17Q: 3 clusters Score -101573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -101595.812500 Penalty: 2337.459229
	Iteration 18Q: 3 clusters Score -101595.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -101621.750000 Penalty: 2337.459229
	Iteration 19Q: 3 clusters Score -101621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -101635.812500 Penalty: 2337.459229
	Iteration 20F: 3 clusters Score -101635.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -101654.000000 Penalty: 2337.459229
	Iteration 21Q: 3 clusters Score -101654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -101660.039062 Penalty: 2337.459229
	Iteration 22Q: 3 clusters Score -101660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -101674.101562 Penalty: 2337.459229
	Iteration 23Q: 3 clusters Score -101674.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -101686.679688 Penalty: 2337.459229
	Iteration 24Q: 3 clusters Score -101686.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -101697.257812 Penalty: 2337.459229
	Iteration 25Q: 3 clusters Score -101697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -101698.843750 Penalty: 2337.459229
	Iteration 26Q: 3 clusters Score -101698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -101701.007812 Penalty: 2337.459229
	Iteration 27Q: 3 clusters Score -101701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -101703.210938 Penalty: 2337.459229
	Iteration 28Q: 3 clusters Score -101703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -101705.593750 Penalty: 2337.459229
	Iteration 29Q: 3 clusters Score -101705.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -101706.148438 Penalty: 2337.459229
	Iteration 30Q: 3 clusters Score -101706.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -101706.867188 Penalty: 2337.459229
	Iteration 31Q: 3 clusters Score -101706.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -101706.867188 Penalty: 2337.459229
	Iteration 32F: 3 clusters Score -101706.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Entering Unmasked Estep 
Score: -688101.187500 Penalty: 1455.344116
	Iteration 0F: 2 clusters Score -688101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -682438.187500 Penalty: 2910.688232
	Iteration 0F: 3 clusters Score -682438.2 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -684236.937500 Penalty: 2910.688232
	Iteration 1F: 3 clusters Score -684236.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -684515.875000 Penalty: 2910.688232
	Iteration 2F: 3 clusters Score -684515.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -684847.875000 Penalty: 2910.688232
	Iteration 3F: 3 clusters Score -684847.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -685316.500000 Penalty: 2910.688232
	Iteration 4F: 3 clusters Score -685316.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -685885.062500 Penalty: 2910.688232
	Iteration 5F: 3 clusters Score -685885.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -686315.687500 Penalty: 2910.688232
	Iteration 6F: 3 clusters Score -686315.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -686647.250000 Penalty: 2910.688232
	Iteration 7F: 3 clusters Score -686647.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -686923.937500 Penalty: 2910.688232
	Iteration 8Q: 3 clusters Score -686923.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -687171.125000 Penalty: 2910.688232
	Iteration 9Q: 3 clusters Score -687171.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -687367.750000 Penalty: 2910.688232
	Iteration 10Q: 3 clusters Score -687367.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -687542.812500 Penalty: 2910.688232
	Iteration 11Q: 3 clusters Score -687542.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -687664.375000 Penalty: 2910.688232
	Iteration 12Q: 3 clusters Score -687664.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -687727.000000 Penalty: 2910.688232
	Iteration 13Q: 3 clusters Score -687727 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -687785.250000 Penalty: 2910.688232
	Iteration 14Q: 3 clusters Score -687785.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -687836.750000 Penalty: 2910.688232
	Iteration 15Q: 3 clusters Score -687836.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -687882.187500 Penalty: 2910.688232
	Iteration 16Q: 3 clusters Score -687882.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -687911.625000 Penalty: 2910.688232
	Iteration 17Q: 3 clusters Score -687911.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -687930.500000 Penalty: 2910.688232
	Iteration 18Q: 3 clusters Score -687930.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -687942.187500 Penalty: 2910.688232
	Iteration 19Q: 3 clusters Score -687942.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -687956.125000 Penalty: 2910.688232
	Iteration 20F: 3 clusters Score -687956.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -687968.875000 Penalty: 2910.688232
	Iteration 21Q: 3 clusters Score -687968.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -687984.812500 Penalty: 2910.688232
	Iteration 22Q: 3 clusters Score -687984.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -688001.750000 Penalty: 2910.688232
	Iteration 23Q: 3 clusters Score -688001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -688010.312500 Penalty: 2910.688232
	Iteration 24Q: 3 clusters Score -688010.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -688019.187500 Penalty: 2910.688232
	Iteration 25Q: 3 clusters Score -688019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -688022.187500 Penalty: 2910.688232
	Iteration 26Q: 3 clusters Score -688022.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -688024.812500 Penalty: 2910.688232
	Iteration 27Q: 3 clusters Score -688024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -688025.625000 Penalty: 2910.688232
	Iteration 28Q: 3 clusters Score -688025.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -688030.000000 Penalty: 2910.688232
	Iteration 29Q: 3 clusters Score -688030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -688030.687500 Penalty: 2910.688232
	Iteration 30Q: 3 clusters Score -688030.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -688031.375000 Penalty: 2910.688232
	Iteration 31Q: 3 clusters Score -688031.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -688033.875000 Penalty: 2910.688232
	Iteration 32Q: 3 clusters Score -688033.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -688035.687500 Penalty: 2910.688232
	Iteration 33Q: 3 clusters Score -688035.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -688036.187500 Penalty: 2910.688232
	Iteration 34Q: 3 clusters Score -688036.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -688036.187500 Penalty: 2910.688232
	Iteration 35F: 3 clusters Score -688036.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Entering Unmasked Estep 
Score: -925101.187500 Penalty: 1506.332886
	Iteration 0F: 2 clusters Score -925101.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -917580.125000 Penalty: 3012.665771
	Iteration 0F: 3 clusters Score -917580.1 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -920188.187500 Penalty: 3012.665771
	Iteration 1F: 3 clusters Score -920188.2 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -920716.187500 Penalty: 3012.665771
	Iteration 2F: 3 clusters Score -920716.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -921266.125000 Penalty: 3012.665771
	Iteration 3F: 3 clusters Score -921266.1 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -921815.625000 Penalty: 3012.665771
	Iteration 4F: 3 clusters Score -921815.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -922442.812500 Penalty: 3012.665771
	Iteration 5F: 3 clusters Score -922442.8 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -923097.687500 Penalty: 3012.665771
	Iteration 6F: 3 clusters Score -923097.7 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -923695.812500 Penalty: 3012.665771
	Iteration 7F: 3 clusters Score -923695.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -924130.062500 Penalty: 3012.665771
	Iteration 8F: 3 clusters Score -924130.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -924445.312500 Penalty: 3012.665771
	Iteration 9Q: 3 clusters Score -924445.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -924697.375000 Penalty: 3012.665771
	Iteration 10Q: 3 clusters Score -924697.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -924841.875000 Penalty: 3012.665771
	Iteration 11Q: 3 clusters Score -924841.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -924918.437500 Penalty: 3012.665771
	Iteration 12Q: 3 clusters Score -924918.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -924982.187500 Penalty: 3012.665771
	Iteration 13Q: 3 clusters Score -924982.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -925030.812500 Penalty: 3012.665771
	Iteration 14Q: 3 clusters Score -925030.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -925060.875000 Penalty: 3012.665771
	Iteration 15Q: 3 clusters Score -925060.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -925080.750000 Penalty: 3012.665771
	Iteration 16Q: 3 clusters Score -925080.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -925095.687500 Penalty: 3012.665771
	Iteration 17Q: 3 clusters Score -925095.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -925114.562500 Penalty: 3012.665771
	Iteration 18Q: 3 clusters Score -925114.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -925127.312500 Penalty: 3012.665771
	Iteration 19Q: 3 clusters Score -925127.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -925136.062500 Penalty: 3012.665771
	Iteration 20F: 3 clusters Score -925136.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -925143.250000 Penalty: 3012.665771
	Iteration 21Q: 3 clusters Score -925143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -925147.375000 Penalty: 3012.665771
	Iteration 22Q: 3 clusters Score -925147.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -925145.000000 Penalty: 3012.665771
	Iteration 23Q: 3 clusters Score -925145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -925146.625000 Penalty: 3012.665771
	Iteration 24Q: 3 clusters Score -925146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -925148.187500 Penalty: 3012.665771
	Iteration 25Q: 3 clusters Score -925148.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -925147.812500 Penalty: 3012.665771
	Iteration 26Q: 3 clusters Score -925147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -925148.562500 Penalty: 3012.665771
	Iteration 27Q: 3 clusters Score -925148.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -925148.875000 Penalty: 3012.665771
	Iteration 28Q: 3 clusters Score -925148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -925150.312500 Penalty: 3012.665771
	Iteration 29Q: 3 clusters Score -925150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -925150.312500 Penalty: 3012.665771
	Iteration 30F: 3 clusters Score -925150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 19164 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 9849 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31397 members 
Mstep: Class 12 contains 4696 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 31512 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 16 contains 70653 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 5144 members 
Mstep: Class 22 contains 763 members 
Entering Unmasked Estep 
Score: -24818720.000000 Penalty: 44861.425781
Splitting cluster 7 changes total score from -24819204.000000 to -24818720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (16644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Entering Unmasked Estep 
Score: -1508590.375000 Penalty: 1579.468262
	Iteration 0F: 2 clusters Score -1508590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1497034.250000 Penalty: 3158.936523
	Iteration 0F: 3 clusters Score -1497034 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1501128.125000 Penalty: 3158.936523
	Iteration 1F: 3 clusters Score -1501128 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1501423.875000 Penalty: 3158.936523
	Iteration 2Q: 3 clusters Score -1501424 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1501709.875000 Penalty: 3158.936523
	Iteration 3Q: 3 clusters Score -1501710 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1502034.750000 Penalty: 3158.936523
	Iteration 4Q: 3 clusters Score -1502035 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1502422.500000 Penalty: 3158.936523
	Iteration 5Q: 3 clusters Score -1502422 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1502924.125000 Penalty: 3158.936523
	Iteration 6F: 3 clusters Score -1502924 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1503579.250000 Penalty: 3158.936523
	Iteration 7F: 3 clusters Score -1503579 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1504359.375000 Penalty: 3158.936523
	Iteration 8F: 3 clusters Score -1504359 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1505173.875000 Penalty: 3158.936523
	Iteration 9F: 3 clusters Score -1505174 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1505890.375000 Penalty: 3158.936523
	Iteration 10Q: 3 clusters Score -1505890 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1506435.500000 Penalty: 3158.936523
	Iteration 11Q: 3 clusters Score -1506436 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1506779.625000 Penalty: 3158.936523
	Iteration 12Q: 3 clusters Score -1506780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1506968.875000 Penalty: 3158.936523
	Iteration 13Q: 3 clusters Score -1506969 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1507093.750000 Penalty: 3158.936523
	Iteration 14Q: 3 clusters Score -1507094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1507152.750000 Penalty: 3158.936523
	Iteration 15Q: 3 clusters Score -1507153 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1507178.500000 Penalty: 3158.936523
	Iteration 16Q: 3 clusters Score -1507178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1507203.750000 Penalty: 3158.936523
	Iteration 17Q: 3 clusters Score -1507204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1507221.500000 Penalty: 3158.936523
	Iteration 18Q: 3 clusters Score -1507222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1507232.250000 Penalty: 3158.936523
	Iteration 19Q: 3 clusters Score -1507232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1507235.625000 Penalty: 3158.936523
	Iteration 20F: 3 clusters Score -1507236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1507243.375000 Penalty: 3158.936523
	Iteration 21Q: 3 clusters Score -1507243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1507244.375000 Penalty: 3158.936523
	Iteration 22Q: 3 clusters Score -1507244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1507248.750000 Penalty: 3158.936523
	Iteration 23Q: 3 clusters Score -1507249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1507249.625000 Penalty: 3158.936523
	Iteration 24Q: 3 clusters Score -1507250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1507251.750000 Penalty: 3158.936523
	Iteration 25Q: 3 clusters Score -1507252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1507251.750000 Penalty: 3158.936523
	Iteration 26F: 3 clusters Score -1507252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -459563.281250 Penalty: 1392.281494
	Iteration 0F: 2 clusters Score -459563.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -455507.812500 Penalty: 2784.562988
	Iteration 0F: 3 clusters Score -455507.8 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -456615.718750 Penalty: 2784.562988
	Iteration 1F: 3 clusters Score -456615.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -456806.312500 Penalty: 2784.562988
	Iteration 2F: 3 clusters Score -456806.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -456953.656250 Penalty: 2784.562988
	Iteration 3F: 3 clusters Score -456953.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -457133.187500 Penalty: 2784.562988
	Iteration 4F: 3 clusters Score -457133.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -457288.000000 Penalty: 2784.562988
	Iteration 5F: 3 clusters Score -457288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -457408.937500 Penalty: 2784.562988
	Iteration 6Q: 3 clusters Score -457408.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -457510.968750 Penalty: 2784.562988
	Iteration 7Q: 3 clusters Score -457511 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -457603.218750 Penalty: 2784.562988
	Iteration 8Q: 3 clusters Score -457603.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -457680.156250 Penalty: 2784.562988
	Iteration 9Q: 3 clusters Score -457680.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -457743.343750 Penalty: 2784.562988
	Iteration 10Q: 3 clusters Score -457743.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -457788.375000 Penalty: 2784.562988
	Iteration 11Q: 3 clusters Score -457788.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -457834.843750 Penalty: 2784.562988
	Iteration 12Q: 3 clusters Score -457834.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -457879.156250 Penalty: 2784.562988
	Iteration 13Q: 3 clusters Score -457879.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -457923.593750 Penalty: 2784.562988
	Iteration 14Q: 3 clusters Score -457923.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -457961.625000 Penalty: 2784.562988
	Iteration 15Q: 3 clusters Score -457961.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -458001.343750 Penalty: 2784.562988
	Iteration 16Q: 3 clusters Score -458001.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -458034.562500 Penalty: 2784.562988
	Iteration 17Q: 3 clusters Score -458034.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -458076.625000 Penalty: 2784.562988
	Iteration 18Q: 3 clusters Score -458076.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -458109.593750 Penalty: 2784.562988
	Iteration 19Q: 3 clusters Score -458109.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -458129.718750 Penalty: 2784.562988
	Iteration 20F: 3 clusters Score -458129.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -458145.312500 Penalty: 2784.562988
	Iteration 21Q: 3 clusters Score -458145.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -458160.031250 Penalty: 2784.562988
	Iteration 22Q: 3 clusters Score -458160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -458168.625000 Penalty: 2784.562988
	Iteration 23Q: 3 clusters Score -458168.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -458176.093750 Penalty: 2784.562988
	Iteration 24Q: 3 clusters Score -458176.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -458187.500000 Penalty: 2784.562988
	Iteration 25Q: 3 clusters Score -458187.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -458197.812500 Penalty: 2784.562988
	Iteration 26Q: 3 clusters Score -458197.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -458206.281250 Penalty: 2784.562988
	Iteration 27Q: 3 clusters Score -458206.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -458209.843750 Penalty: 2784.562988
	Iteration 28Q: 3 clusters Score -458209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -458211.906250 Penalty: 2784.562988
	Iteration 29Q: 3 clusters Score -458211.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -458213.875000 Penalty: 2784.562988
	Iteration 30Q: 3 clusters Score -458213.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -458215.437500 Penalty: 2784.562988
	Iteration 31Q: 3 clusters Score -458215.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -458215.437500 Penalty: 2784.562988
	Iteration 32F: 3 clusters Score -458215.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Entering Unmasked Estep 
Score: -357582.468750 Penalty: 1348.269775
	Iteration 0F: 2 clusters Score -357582.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -354226.437500 Penalty: 2696.539551
	Iteration 0F: 3 clusters Score -354226.4 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -355124.906250 Penalty: 2696.539551
	Iteration 1F: 3 clusters Score -355124.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -355389.656250 Penalty: 2696.539551
	Iteration 2F: 3 clusters Score -355389.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -355644.000000 Penalty: 2696.539551
	Iteration 3F: 3 clusters Score -355644 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -355958.437500 Penalty: 2696.539551
	Iteration 4F: 3 clusters Score -355958.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -356314.062500 Penalty: 2696.539551
	Iteration 5F: 3 clusters Score -356314.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -356627.375000 Penalty: 2696.539551
	Iteration 6F: 3 clusters Score -356627.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -356863.125000 Penalty: 2696.539551
	Iteration 7F: 3 clusters Score -356863.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -357003.625000 Penalty: 2696.539551
	Iteration 8Q: 3 clusters Score -357003.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -357069.000000 Penalty: 2696.539551
	Iteration 9Q: 3 clusters Score -357069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -357106.531250 Penalty: 2696.539551
	Iteration 10Q: 3 clusters Score -357106.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -357135.218750 Penalty: 2696.539551
	Iteration 11Q: 3 clusters Score -357135.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -357158.000000 Penalty: 2696.539551
	Iteration 12Q: 3 clusters Score -357158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -357175.250000 Penalty: 2696.539551
	Iteration 13Q: 3 clusters Score -357175.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -357189.343750 Penalty: 2696.539551
	Iteration 14Q: 3 clusters Score -357189.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -357197.656250 Penalty: 2696.539551
	Iteration 15Q: 3 clusters Score -357197.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -357202.906250 Penalty: 2696.539551
	Iteration 16Q: 3 clusters Score -357202.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -357211.000000 Penalty: 2696.539551
	Iteration 17Q: 3 clusters Score -357211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -357216.343750 Penalty: 2696.539551
	Iteration 18Q: 3 clusters Score -357216.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -357218.406250 Penalty: 2696.539551
	Iteration 19Q: 3 clusters Score -357218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -357223.093750 Penalty: 2696.539551
	Iteration 20F: 3 clusters Score -357223.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -357226.968750 Penalty: 2696.539551
	Iteration 21Q: 3 clusters Score -357227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -357227.906250 Penalty: 2696.539551
	Iteration 22Q: 3 clusters Score -357227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -357229.937500 Penalty: 2696.539551
	Iteration 23Q: 3 clusters Score -357229.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -357230.312500 Penalty: 2696.539551
	Iteration 24Q: 3 clusters Score -357230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -357230.156250 Penalty: 2696.539551
	Iteration 25Q: 3 clusters Score -357230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -357230.531250 Penalty: 2696.539551
	Iteration 26Q: 3 clusters Score -357230.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -357232.687500 Penalty: 2696.539551
	Iteration 27Q: 3 clusters Score -357232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -357233.437500 Penalty: 2696.539551
	Iteration 28Q: 3 clusters Score -357233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -357233.875000 Penalty: 2696.539551
	Iteration 29Q: 3 clusters Score -357233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -357234.687500 Penalty: 2696.539551
	Iteration 30Q: 3 clusters Score -357234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -357235.500000 Penalty: 2696.539551
	Iteration 31Q: 3 clusters Score -357235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -357235.187500 Penalty: 2696.539551
	Iteration 32Q: 3 clusters Score -357235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -357235.281250 Penalty: 2696.539551
	Iteration 33Q: 3 clusters Score -357235.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -357235.812500 Penalty: 2696.539551
	Iteration 34Q: 3 clusters Score -357235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -357235.906250 Penalty: 2696.539551
	Iteration 35Q: 3 clusters Score -357235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -357235.750000 Penalty: 2696.539551
	Iteration 36Q: 3 clusters Score -357235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -357237.281250 Penalty: 2696.539551
	Iteration 37Q: 3 clusters Score -357237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -357237.781250 Penalty: 2696.539551
	Iteration 38Q: 3 clusters Score -357237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -357239.468750 Penalty: 2696.539551
	Iteration 39Q: 3 clusters Score -357239.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -357241.656250 Penalty: 2696.539551
	Iteration 40F: 3 clusters Score -357241.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -357244.593750 Penalty: 2696.539551
	Iteration 41Q: 3 clusters Score -357244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -357249.250000 Penalty: 2696.539551
	Iteration 42Q: 3 clusters Score -357249.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -357253.187500 Penalty: 2696.539551
	Iteration 43Q: 3 clusters Score -357253.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -357256.843750 Penalty: 2696.539551
	Iteration 44Q: 3 clusters Score -357256.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -357259.000000 Penalty: 2696.539551
	Iteration 45Q: 3 clusters Score -357259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -357262.906250 Penalty: 2696.539551
	Iteration 46Q: 3 clusters Score -357262.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -357268.093750 Penalty: 2696.539551
	Iteration 47Q: 3 clusters Score -357268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -357272.312500 Penalty: 2696.539551
	Iteration 48Q: 3 clusters Score -357272.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -357277.562500 Penalty: 2696.539551
	Iteration 49Q: 3 clusters Score -357277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -357280.718750 Penalty: 2696.539551
	Iteration 50Q: 3 clusters Score -357280.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -357284.062500 Penalty: 2696.539551
	Iteration 51Q: 3 clusters Score -357284.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -357288.187500 Penalty: 2696.539551
	Iteration 52Q: 3 clusters Score -357288.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -357295.312500 Penalty: 2696.539551
	Iteration 53Q: 3 clusters Score -357295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -357302.156250 Penalty: 2696.539551
	Iteration 54Q: 3 clusters Score -357302.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -357307.625000 Penalty: 2696.539551
	Iteration 55Q: 3 clusters Score -357307.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -357312.468750 Penalty: 2696.539551
	Iteration 56Q: 3 clusters Score -357312.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -357317.562500 Penalty: 2696.539551
	Iteration 57Q: 3 clusters Score -357317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -357322.562500 Penalty: 2696.539551
	Iteration 58Q: 3 clusters Score -357322.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -357329.281250 Penalty: 2696.539551
	Iteration 59Q: 3 clusters Score -357329.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -357336.406250 Penalty: 2696.539551
	Iteration 60F: 3 clusters Score -357336.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -357346.437500 Penalty: 2696.539551
	Iteration 61Q: 3 clusters Score -357346.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -357351.906250 Penalty: 2696.539551
	Iteration 62Q: 3 clusters Score -357351.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -357353.406250 Penalty: 2696.539551
	Iteration 63Q: 3 clusters Score -357353.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -357356.062500 Penalty: 2696.539551
	Iteration 64Q: 3 clusters Score -357356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -357358.093750 Penalty: 2696.539551
	Iteration 65Q: 3 clusters Score -357358.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -357358.093750 Penalty: 2696.539551
	Iteration 66Q: 3 clusters Score -357358.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -357358.093750 Penalty: 2696.539551
	Iteration 67F: 3 clusters Score -357358.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31397 members 
Entering Unmasked Estep 
Score: -2920100.000000 Penalty: 1682.600952
	Iteration 0F: 2 clusters Score -2920100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2898885.000000 Penalty: 3365.201904
	Iteration 0F: 3 clusters Score -2898885 nChanged 14550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2907537.000000 Penalty: 3365.201904
	Iteration 1F: 3 clusters Score -2907537 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2908523.750000 Penalty: 3365.201904
	Iteration 2F: 3 clusters Score -2908524 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2909655.750000 Penalty: 3365.201904
	Iteration 3F: 3 clusters Score -2909656 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -2910806.500000 Penalty: 3365.201904
	Iteration 4F: 3 clusters Score -2910806 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2911875.250000 Penalty: 3365.201904
	Iteration 5F: 3 clusters Score -2911875 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2912813.500000 Penalty: 3365.201904
	Iteration 6F: 3 clusters Score -2912814 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2913603.250000 Penalty: 3365.201904
	Iteration 7Q: 3 clusters Score -2913603 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2914372.750000 Penalty: 3365.201904
	Iteration 8Q: 3 clusters Score -2914373 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2915134.500000 Penalty: 3365.201904
	Iteration 9Q: 3 clusters Score -2915134 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2915911.500000 Penalty: 3365.201904
	Iteration 10Q: 3 clusters Score -2915912 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2916633.500000 Penalty: 3365.201904
	Iteration 11Q: 3 clusters Score -2916634 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -2917119.500000 Penalty: 3365.201904
	Iteration 12Q: 3 clusters Score -2917120 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2917458.500000 Penalty: 3365.201904
	Iteration 13Q: 3 clusters Score -2917458 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2917756.000000 Penalty: 3365.201904
	Iteration 14Q: 3 clusters Score -2917756 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2917981.500000 Penalty: 3365.201904
	Iteration 15Q: 3 clusters Score -2917982 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2918138.750000 Penalty: 3365.201904
	Iteration 16Q: 3 clusters Score -2918139 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2918262.500000 Penalty: 3365.201904
	Iteration 17Q: 3 clusters Score -2918262 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2918361.500000 Penalty: 3365.201904
	Iteration 18Q: 3 clusters Score -2918362 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2918458.000000 Penalty: 3365.201904
	Iteration 19Q: 3 clusters Score -2918458 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2918535.750000 Penalty: 3365.201904
	Iteration 20F: 3 clusters Score -2918536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2918606.250000 Penalty: 3365.201904
	Iteration 21Q: 3 clusters Score -2918606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2918638.500000 Penalty: 3365.201904
	Iteration 22Q: 3 clusters Score -2918638 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29557 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2918680.250000 Penalty: 3365.201904
	Iteration 23Q: 3 clusters Score -2918680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2918734.750000 Penalty: 3365.201904
	Iteration 24Q: 3 clusters Score -2918735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2918771.500000 Penalty: 3365.201904
	Iteration 25Q: 3 clusters Score -2918772 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2918797.000000 Penalty: 3365.201904
	Iteration 26Q: 3 clusters Score -2918797 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2918815.000000 Penalty: 3365.201904
	Iteration 27Q: 3 clusters Score -2918815 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2918830.500000 Penalty: 3365.201904
	Iteration 28Q: 3 clusters Score -2918830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29985 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2918836.500000 Penalty: 3365.201904
	Iteration 29Q: 3 clusters Score -2918836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30021 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2918845.500000 Penalty: 3365.201904
	Iteration 30Q: 3 clusters Score -2918846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2918855.250000 Penalty: 3365.201904
	Iteration 31Q: 3 clusters Score -2918855 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2918869.000000 Penalty: 3365.201904
	Iteration 32Q: 3 clusters Score -2918869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2918883.000000 Penalty: 3365.201904
	Iteration 33Q: 3 clusters Score -2918883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2918888.250000 Penalty: 3365.201904
	Iteration 34Q: 3 clusters Score -2918888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2918901.750000 Penalty: 3365.201904
	Iteration 35Q: 3 clusters Score -2918902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30188 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2918908.500000 Penalty: 3365.201904
	Iteration 36Q: 3 clusters Score -2918908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2918908.250000 Penalty: 3365.201904
	Iteration 37Q: 3 clusters Score -2918908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2918914.750000 Penalty: 3365.201904
	Iteration 38Q: 3 clusters Score -2918915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2918933.000000 Penalty: 3365.201904
	Iteration 39Q: 3 clusters Score -2918933 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2918938.250000 Penalty: 3365.201904
	Iteration 40F: 3 clusters Score -2918938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2918950.250000 Penalty: 3365.201904
	Iteration 41Q: 3 clusters Score -2918950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2918959.250000 Penalty: 3365.201904
	Iteration 42Q: 3 clusters Score -2918959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2918969.000000 Penalty: 3365.201904
	Iteration 43Q: 3 clusters Score -2918969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2918980.000000 Penalty: 3365.201904
	Iteration 44Q: 3 clusters Score -2918980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -2918979.500000 Penalty: 3365.201904
	Iteration 45Q: 3 clusters Score -2918980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2918988.750000 Penalty: 3365.201904
	Iteration 46Q: 3 clusters Score -2918989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2918991.500000 Penalty: 3365.201904
	Iteration 47Q: 3 clusters Score -2918992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2918992.750000 Penalty: 3365.201904
	Iteration 48Q: 3 clusters Score -2918993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30417 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2918991.750000 Penalty: 3365.201904
	Iteration 49Q: 3 clusters Score -2918992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2918992.500000 Penalty: 3365.201904
	Iteration 50Q: 3 clusters Score -2918992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2918998.250000 Penalty: 3365.201904
	Iteration 51Q: 3 clusters Score -2918998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2919002.500000 Penalty: 3365.201904
	Iteration 52Q: 3 clusters Score -2919002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2919006.500000 Penalty: 3365.201904
	Iteration 53Q: 3 clusters Score -2919006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2919005.750000 Penalty: 3365.201904
	Iteration 54Q: 3 clusters Score -2919006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2919008.250000 Penalty: 3365.201904
	Iteration 55Q: 3 clusters Score -2919008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2919008.250000 Penalty: 3365.201904
	Iteration 56F: 3 clusters Score -2919008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -415204.968750 Penalty: 1373.850830
	Iteration 0F: 2 clusters Score -415205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -411398.750000 Penalty: 2747.701660
	Iteration 0F: 3 clusters Score -411398.8 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -412586.687500 Penalty: 2747.701660
	Iteration 1F: 3 clusters Score -412586.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -412858.343750 Penalty: 2747.701660
	Iteration 2F: 3 clusters Score -412858.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -413069.281250 Penalty: 2747.701660
	Iteration 3F: 3 clusters Score -413069.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -413231.343750 Penalty: 2747.701660
	Iteration 4F: 3 clusters Score -413231.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -413377.687500 Penalty: 2747.701660
	Iteration 5Q: 3 clusters Score -413377.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -413537.375000 Penalty: 2747.701660
	Iteration 6Q: 3 clusters Score -413537.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -413706.406250 Penalty: 2747.701660
	Iteration 7Q: 3 clusters Score -413706.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -413878.593750 Penalty: 2747.701660
	Iteration 8Q: 3 clusters Score -413878.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -414026.500000 Penalty: 2747.701660
	Iteration 9Q: 3 clusters Score -414026.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -414141.437500 Penalty: 2747.701660
	Iteration 10Q: 3 clusters Score -414141.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -414219.187500 Penalty: 2747.701660
	Iteration 11Q: 3 clusters Score -414219.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -414270.250000 Penalty: 2747.701660
	Iteration 12Q: 3 clusters Score -414270.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -414303.343750 Penalty: 2747.701660
	Iteration 13Q: 3 clusters Score -414303.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -414329.531250 Penalty: 2747.701660
	Iteration 14Q: 3 clusters Score -414329.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -414357.218750 Penalty: 2747.701660
	Iteration 15Q: 3 clusters Score -414357.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -414381.781250 Penalty: 2747.701660
	Iteration 16Q: 3 clusters Score -414381.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -414401.937500 Penalty: 2747.701660
	Iteration 17Q: 3 clusters Score -414401.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -414425.281250 Penalty: 2747.701660
	Iteration 18Q: 3 clusters Score -414425.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -414446.906250 Penalty: 2747.701660
	Iteration 19Q: 3 clusters Score -414446.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -414463.687500 Penalty: 2747.701660
	Iteration 20F: 3 clusters Score -414463.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -414483.031250 Penalty: 2747.701660
	Iteration 21Q: 3 clusters Score -414483 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -414502.281250 Penalty: 2747.701660
	Iteration 22Q: 3 clusters Score -414502.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -414511.718750 Penalty: 2747.701660
	Iteration 23Q: 3 clusters Score -414511.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -414518.593750 Penalty: 2747.701660
	Iteration 24Q: 3 clusters Score -414518.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -414522.156250 Penalty: 2747.701660
	Iteration 25Q: 3 clusters Score -414522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -414523.750000 Penalty: 2747.701660
	Iteration 26Q: 3 clusters Score -414523.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -414524.656250 Penalty: 2747.701660
	Iteration 27Q: 3 clusters Score -414524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -414526.375000 Penalty: 2747.701660
	Iteration 28Q: 3 clusters Score -414526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -414527.718750 Penalty: 2747.701660
	Iteration 29Q: 3 clusters Score -414527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -414529.781250 Penalty: 2747.701660
	Iteration 30Q: 3 clusters Score -414529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -414530.843750 Penalty: 2747.701660
	Iteration 31Q: 3 clusters Score -414530.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -414531.843750 Penalty: 2747.701660
	Iteration 32Q: 3 clusters Score -414531.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -414533.000000 Penalty: 2747.701660
	Iteration 33Q: 3 clusters Score -414533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -414533.343750 Penalty: 2747.701660
	Iteration 34Q: 3 clusters Score -414533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -414535.000000 Penalty: 2747.701660
	Iteration 35Q: 3 clusters Score -414535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -414537.375000 Penalty: 2747.701660
	Iteration 36Q: 3 clusters Score -414537.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -414538.625000 Penalty: 2747.701660
	Iteration 37Q: 3 clusters Score -414538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -414539.375000 Penalty: 2747.701660
	Iteration 38Q: 3 clusters Score -414539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -414538.593750 Penalty: 2747.701660
	Iteration 39Q: 3 clusters Score -414538.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -414540.312500 Penalty: 2747.701660
	Iteration 40F: 3 clusters Score -414540.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -414540.125000 Penalty: 2747.701660
	Iteration 41Q: 3 clusters Score -414540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -414541.218750 Penalty: 2747.701660
	Iteration 42Q: 3 clusters Score -414541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -414541.218750 Penalty: 2747.701660
	Iteration 43F: 3 clusters Score -414541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Entering Unmasked Estep 
Score: -919505.437500 Penalty: 1503.755249
	Iteration 0F: 2 clusters Score -919505.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -912123.812500 Penalty: 3007.510498
	Iteration 0F: 3 clusters Score -912123.8 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -914526.375000 Penalty: 3007.510498
	Iteration 1F: 3 clusters Score -914526.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -914834.562500 Penalty: 3007.510498
	Iteration 2F: 3 clusters Score -914834.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -915134.750000 Penalty: 3007.510498
	Iteration 3F: 3 clusters Score -915134.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -915389.250000 Penalty: 3007.510498
	Iteration 4Q: 3 clusters Score -915389.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -915679.312500 Penalty: 3007.510498
	Iteration 5F: 3 clusters Score -915679.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -916012.375000 Penalty: 3007.510498
	Iteration 6F: 3 clusters Score -916012.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -916337.687500 Penalty: 3007.510498
	Iteration 7Q: 3 clusters Score -916337.7 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -916628.625000 Penalty: 3007.510498
	Iteration 8Q: 3 clusters Score -916628.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -916915.250000 Penalty: 3007.510498
	Iteration 9Q: 3 clusters Score -916915.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -917150.875000 Penalty: 3007.510498
	Iteration 10Q: 3 clusters Score -917150.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -917353.250000 Penalty: 3007.510498
	Iteration 11Q: 3 clusters Score -917353.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -917514.250000 Penalty: 3007.510498
	Iteration 12Q: 3 clusters Score -917514.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -917638.375000 Penalty: 3007.510498
	Iteration 13Q: 3 clusters Score -917638.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -917739.625000 Penalty: 3007.510498
	Iteration 14Q: 3 clusters Score -917739.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -917830.562500 Penalty: 3007.510498
	Iteration 15Q: 3 clusters Score -917830.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -917940.500000 Penalty: 3007.510498
	Iteration 16Q: 3 clusters Score -917940.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -918047.812500 Penalty: 3007.510498
	Iteration 17Q: 3 clusters Score -918047.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -918127.500000 Penalty: 3007.510498
	Iteration 18Q: 3 clusters Score -918127.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -918174.500000 Penalty: 3007.510498
	Iteration 19Q: 3 clusters Score -918174.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -918211.250000 Penalty: 3007.510498
	Iteration 20F: 3 clusters Score -918211.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -918239.812500 Penalty: 3007.510498
	Iteration 21Q: 3 clusters Score -918239.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -918256.375000 Penalty: 3007.510498
	Iteration 22Q: 3 clusters Score -918256.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -918269.062500 Penalty: 3007.510498
	Iteration 23Q: 3 clusters Score -918269.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -918280.687500 Penalty: 3007.510498
	Iteration 24Q: 3 clusters Score -918280.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -918289.312500 Penalty: 3007.510498
	Iteration 25Q: 3 clusters Score -918289.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -918295.750000 Penalty: 3007.510498
	Iteration 26Q: 3 clusters Score -918295.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -918300.500000 Penalty: 3007.510498
	Iteration 27Q: 3 clusters Score -918300.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -918305.625000 Penalty: 3007.510498
	Iteration 28Q: 3 clusters Score -918305.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -918312.312500 Penalty: 3007.510498
	Iteration 29Q: 3 clusters Score -918312.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -918319.500000 Penalty: 3007.510498
	Iteration 30Q: 3 clusters Score -918319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -918325.312500 Penalty: 3007.510498
	Iteration 31Q: 3 clusters Score -918325.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -918325.312500 Penalty: 3007.510498
	Iteration 32Q: 3 clusters Score -918325.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -918333.812500 Penalty: 3007.510498
	Iteration 33Q: 3 clusters Score -918333.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -918339.375000 Penalty: 3007.510498
	Iteration 34Q: 3 clusters Score -918339.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -918341.687500 Penalty: 3007.510498
	Iteration 35Q: 3 clusters Score -918341.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -918345.875000 Penalty: 3007.510498
	Iteration 36Q: 3 clusters Score -918345.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -918348.625000 Penalty: 3007.510498
	Iteration 37Q: 3 clusters Score -918348.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -918351.937500 Penalty: 3007.510498
	Iteration 38Q: 3 clusters Score -918351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -918353.937500 Penalty: 3007.510498
	Iteration 39Q: 3 clusters Score -918353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -918357.187500 Penalty: 3007.510498
	Iteration 40F: 3 clusters Score -918357.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -918358.250000 Penalty: 3007.510498
	Iteration 41Q: 3 clusters Score -918358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -918359.937500 Penalty: 3007.510498
	Iteration 42Q: 3 clusters Score -918359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -918363.812500 Penalty: 3007.510498
	Iteration 43Q: 3 clusters Score -918363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -918366.625000 Penalty: 3007.510498
	Iteration 44Q: 3 clusters Score -918366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -918369.625000 Penalty: 3007.510498
	Iteration 45Q: 3 clusters Score -918369.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -918374.937500 Penalty: 3007.510498
	Iteration 46Q: 3 clusters Score -918374.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -918380.437500 Penalty: 3007.510498
	Iteration 47Q: 3 clusters Score -918380.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -918383.625000 Penalty: 3007.510498
	Iteration 48Q: 3 clusters Score -918383.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -918383.000000 Penalty: 3007.510498
	Iteration 49Q: 3 clusters Score -918383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -918385.000000 Penalty: 3007.510498
	Iteration 50Q: 3 clusters Score -918385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -918387.000000 Penalty: 3007.510498
	Iteration 51Q: 3 clusters Score -918387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -918387.875000 Penalty: 3007.510498
	Iteration 52Q: 3 clusters Score -918387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -918387.750000 Penalty: 3007.510498
	Iteration 53Q: 3 clusters Score -918387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -918393.125000 Penalty: 3007.510498
	Iteration 54Q: 3 clusters Score -918393.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -918392.750000 Penalty: 3007.510498
	Iteration 55Q: 3 clusters Score -918392.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -918392.062500 Penalty: 3007.510498
	Iteration 56Q: 3 clusters Score -918392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -918392.062500 Penalty: 3007.510498
	Iteration 57F: 3 clusters Score -918392.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Entering Unmasked Estep 
Score: -2831235.000000 Penalty: 1683.195068
	Iteration 0F: 2 clusters Score -2831235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2810002.500000 Penalty: 3366.390137
	Iteration 0F: 3 clusters Score -2810002 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2818118.750000 Penalty: 3366.390137
	Iteration 1F: 3 clusters Score -2818119 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2818471.750000 Penalty: 3366.390137
	Iteration 2Q: 3 clusters Score -2818472 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2818862.500000 Penalty: 3366.390137
	Iteration 3Q: 3 clusters Score -2818862 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2819316.750000 Penalty: 3366.390137
	Iteration 4Q: 3 clusters Score -2819317 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2819939.000000 Penalty: 3366.390137
	Iteration 5Q: 3 clusters Score -2819939 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2820834.000000 Penalty: 3366.390137
	Iteration 6F: 3 clusters Score -2820834 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2822118.500000 Penalty: 3366.390137
	Iteration 7F: 3 clusters Score -2822118 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2823827.750000 Penalty: 3366.390137
	Iteration 8F: 3 clusters Score -2823828 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2825741.750000 Penalty: 3366.390137
	Iteration 9F: 3 clusters Score -2825742 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2827421.000000 Penalty: 3366.390137
	Iteration 10F: 3 clusters Score -2827421 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -2828564.750000 Penalty: 3366.390137
	Iteration 11Q: 3 clusters Score -2828565 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2829186.750000 Penalty: 3366.390137
	Iteration 12Q: 3 clusters Score -2829187 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2829494.500000 Penalty: 3366.390137
	Iteration 13Q: 3 clusters Score -2829494 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2829624.250000 Penalty: 3366.390137
	Iteration 14Q: 3 clusters Score -2829624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2829686.250000 Penalty: 3366.390137
	Iteration 15Q: 3 clusters Score -2829686 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -2829722.000000 Penalty: 3366.390137
	Iteration 16Q: 3 clusters Score -2829722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -2829755.500000 Penalty: 3366.390137
	Iteration 17Q: 3 clusters Score -2829756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -2829774.000000 Penalty: 3366.390137
	Iteration 18Q: 3 clusters Score -2829774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2829793.250000 Penalty: 3366.390137
	Iteration 19Q: 3 clusters Score -2829793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -2829793.250000 Penalty: 3366.390137
	Iteration 20F: 3 clusters Score -2829793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Entering Unmasked Estep 
Score: -906985.937500 Penalty: 1493.927124
	Iteration 0F: 2 clusters Score -906985.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -899952.750000 Penalty: 2987.854248
	Iteration 0F: 3 clusters Score -899952.8 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -902334.250000 Penalty: 2987.854248
	Iteration 1F: 3 clusters Score -902334.2 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -902724.562500 Penalty: 2987.854248
	Iteration 2F: 3 clusters Score -902724.6 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -903131.687500 Penalty: 2987.854248
	Iteration 3F: 3 clusters Score -903131.7 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -903570.625000 Penalty: 2987.854248
	Iteration 4F: 3 clusters Score -903570.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -904051.875000 Penalty: 2987.854248
	Iteration 5F: 3 clusters Score -904051.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -904561.937500 Penalty: 2987.854248
	Iteration 6F: 3 clusters Score -904561.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -904982.687500 Penalty: 2987.854248
	Iteration 7Q: 3 clusters Score -904982.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -905236.125000 Penalty: 2987.854248
	Iteration 8Q: 3 clusters Score -905236.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -905387.937500 Penalty: 2987.854248
	Iteration 9Q: 3 clusters Score -905387.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -905484.187500 Penalty: 2987.854248
	Iteration 10Q: 3 clusters Score -905484.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -905563.750000 Penalty: 2987.854248
	Iteration 11Q: 3 clusters Score -905563.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -905635.437500 Penalty: 2987.854248
	Iteration 12Q: 3 clusters Score -905635.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -905691.562500 Penalty: 2987.854248
	Iteration 13Q: 3 clusters Score -905691.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -905723.937500 Penalty: 2987.854248
	Iteration 14Q: 3 clusters Score -905723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -905755.812500 Penalty: 2987.854248
	Iteration 15Q: 3 clusters Score -905755.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -905775.375000 Penalty: 2987.854248
	Iteration 16Q: 3 clusters Score -905775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -905786.000000 Penalty: 2987.854248
	Iteration 17Q: 3 clusters Score -905786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -905797.000000 Penalty: 2987.854248
	Iteration 18Q: 3 clusters Score -905797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -905807.562500 Penalty: 2987.854248
	Iteration 19Q: 3 clusters Score -905807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -905821.562500 Penalty: 2987.854248
	Iteration 20F: 3 clusters Score -905821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -905836.750000 Penalty: 2987.854248
	Iteration 21Q: 3 clusters Score -905836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -905847.000000 Penalty: 2987.854248
	Iteration 22Q: 3 clusters Score -905847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -905854.187500 Penalty: 2987.854248
	Iteration 23Q: 3 clusters Score -905854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -905855.375000 Penalty: 2987.854248
	Iteration 24Q: 3 clusters Score -905855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -905858.500000 Penalty: 2987.854248
	Iteration 25Q: 3 clusters Score -905858.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -905862.000000 Penalty: 2987.854248
	Iteration 26Q: 3 clusters Score -905862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -905863.125000 Penalty: 2987.854248
	Iteration 27Q: 3 clusters Score -905863.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -905866.062500 Penalty: 2987.854248
	Iteration 28Q: 3 clusters Score -905866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -905866.312500 Penalty: 2987.854248
	Iteration 29Q: 3 clusters Score -905866.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -905866.312500 Penalty: 2987.854248
	Iteration 30F: 3 clusters Score -905866.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Entering Unmasked Estep 
Score: -6549083.000000 Penalty: 1814.399536
	Iteration 0F: 2 clusters Score -6549083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -6502207.000000 Penalty: 3628.799072
	Iteration 0F: 3 clusters Score -6502207 nChanged 33563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34230 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -6521464.000000 Penalty: 3628.799072
	Iteration 1F: 3 clusters Score -6521464 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -6522443.500000 Penalty: 3628.799072
	Iteration 2Q: 3 clusters Score -6522444 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -6523772.500000 Penalty: 3628.799072
	Iteration 3Q: 3 clusters Score -6523772 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -6525557.000000 Penalty: 3628.799072
	Iteration 4Q: 3 clusters Score -6525557 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -6527626.000000 Penalty: 3628.799072
	Iteration 5F: 3 clusters Score -6527626 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 40709 members 
Entering Unmasked Estep 
Score: -6529987.500000 Penalty: 3628.799072
	Iteration 6F: 3 clusters Score -6529988 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -6532481.500000 Penalty: 3628.799072
	Iteration 7F: 3 clusters Score -6532482 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -6534777.500000 Penalty: 3628.799072
	Iteration 8F: 3 clusters Score -6534778 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -6536515.500000 Penalty: 3628.799072
	Iteration 9Q: 3 clusters Score -6536516 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -6537526.000000 Penalty: 3628.799072
	Iteration 10Q: 3 clusters Score -6537526 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -6538072.000000 Penalty: 3628.799072
	Iteration 11Q: 3 clusters Score -6538072 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -6538350.000000 Penalty: 3628.799072
	Iteration 12Q: 3 clusters Score -6538350 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -6538531.500000 Penalty: 3628.799072
	Iteration 13Q: 3 clusters Score -6538532 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -6538703.500000 Penalty: 3628.799072
	Iteration 14Q: 3 clusters Score -6538704 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6538859.000000 Penalty: 3628.799072
	Iteration 15Q: 3 clusters Score -6538859 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 47245 members 
Entering Unmasked Estep 
Score: -6538928.500000 Penalty: 3628.799072
	Iteration 16Q: 3 clusters Score -6538928 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -6539049.500000 Penalty: 3628.799072
	Iteration 17Q: 3 clusters Score -6539050 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -6539194.500000 Penalty: 3628.799072
	Iteration 18Q: 3 clusters Score -6539194 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -6539352.000000 Penalty: 3628.799072
	Iteration 19Q: 3 clusters Score -6539352 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 49756 members 
Entering Unmasked Estep 
Score: -6539467.500000 Penalty: 3628.799072
	Iteration 20F: 3 clusters Score -6539468 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 50448 members 
Entering Unmasked Estep 
Score: -6539632.500000 Penalty: 3628.799072
	Iteration 21Q: 3 clusters Score -6539632 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 51157 members 
Entering Unmasked Estep 
Score: -6539732.000000 Penalty: 3628.799072
	Iteration 22Q: 3 clusters Score -6539732 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -6539915.500000 Penalty: 3628.799072
	Iteration 23Q: 3 clusters Score -6539916 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 52642 members 
Entering Unmasked Estep 
Score: -6540077.000000 Penalty: 3628.799072
	Iteration 24Q: 3 clusters Score -6540077 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6540285.500000 Penalty: 3628.799072
	Iteration 25Q: 3 clusters Score -6540286 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6540464.500000 Penalty: 3628.799072
	Iteration 26Q: 3 clusters Score -6540464 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -6540649.500000 Penalty: 3628.799072
	Iteration 27Q: 3 clusters Score -6540650 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -6540907.500000 Penalty: 3628.799072
	Iteration 28Q: 3 clusters Score -6540908 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 56773 members 
Entering Unmasked Estep 
Score: -6541174.500000 Penalty: 3628.799072
	Iteration 29Q: 3 clusters Score -6541174 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -6541470.500000 Penalty: 3628.799072
	Iteration 30Q: 3 clusters Score -6541470 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -6541808.000000 Penalty: 3628.799072
	Iteration 31Q: 3 clusters Score -6541808 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -6542132.500000 Penalty: 3628.799072
	Iteration 32Q: 3 clusters Score -6542132 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 60552 members 
Entering Unmasked Estep 
Score: -6542497.000000 Penalty: 3628.799072
	Iteration 33Q: 3 clusters Score -6542497 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 61483 members 
Entering Unmasked Estep 
Score: -6542929.000000 Penalty: 3628.799072
	Iteration 34Q: 3 clusters Score -6542929 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 62444 members 
Entering Unmasked Estep 
Score: -6543362.000000 Penalty: 3628.799072
	Iteration 35Q: 3 clusters Score -6543362 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 63321 members 
Entering Unmasked Estep 
Score: -6543789.500000 Penalty: 3628.799072
	Iteration 36Q: 3 clusters Score -6543790 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 64150 members 
Entering Unmasked Estep 
Score: -6544153.500000 Penalty: 3628.799072
	Iteration 37Q: 3 clusters Score -6544154 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 64922 members 
Entering Unmasked Estep 
Score: -6544548.000000 Penalty: 3628.799072
	Iteration 38Q: 3 clusters Score -6544548 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -6544917.000000 Penalty: 3628.799072
	Iteration 39Q: 3 clusters Score -6544917 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 66381 members 
Entering Unmasked Estep 
Score: -6545226.500000 Penalty: 3628.799072
	Iteration 40F: 3 clusters Score -6545226 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -6545553.500000 Penalty: 3628.799072
	Iteration 41Q: 3 clusters Score -6545554 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 67631 members 
Entering Unmasked Estep 
Score: -6545918.500000 Penalty: 3628.799072
	Iteration 42Q: 3 clusters Score -6545918 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 68190 members 
Entering Unmasked Estep 
Score: -6546235.500000 Penalty: 3628.799072
	Iteration 43Q: 3 clusters Score -6546236 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -6546514.000000 Penalty: 3628.799072
	Iteration 44Q: 3 clusters Score -6546514 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 68962 members 
Entering Unmasked Estep 
Score: -6546684.000000 Penalty: 3628.799072
	Iteration 45Q: 3 clusters Score -6546684 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -6546831.500000 Penalty: 3628.799072
	Iteration 46Q: 3 clusters Score -6546832 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 69422 members 
Entering Unmasked Estep 
Score: -6546982.500000 Penalty: 3628.799072
	Iteration 47Q: 3 clusters Score -6546982 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 69581 members 
Entering Unmasked Estep 
Score: -6547086.500000 Penalty: 3628.799072
	Iteration 48Q: 3 clusters Score -6547086 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 69699 members 
Entering Unmasked Estep 
Score: -6547189.000000 Penalty: 3628.799072
	Iteration 49Q: 3 clusters Score -6547189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 69782 members 
Entering Unmasked Estep 
Score: -6547235.000000 Penalty: 3628.799072
	Iteration 50Q: 3 clusters Score -6547235 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 69840 members 
Entering Unmasked Estep 
Score: -6547274.500000 Penalty: 3628.799072
	Iteration 51Q: 3 clusters Score -6547274 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 69894 members 
Entering Unmasked Estep 
Score: -6547312.000000 Penalty: 3628.799072
	Iteration 52Q: 3 clusters Score -6547312 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -6547356.000000 Penalty: 3628.799072
	Iteration 53Q: 3 clusters Score -6547356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -6547377.500000 Penalty: 3628.799072
	Iteration 54Q: 3 clusters Score -6547378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 70011 members 
Entering Unmasked Estep 
Score: -6547401.000000 Penalty: 3628.799072
	Iteration 55Q: 3 clusters Score -6547401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 70034 members 
Entering Unmasked Estep 
Score: -6547418.000000 Penalty: 3628.799072
	Iteration 56Q: 3 clusters Score -6547418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 70052 members 
Entering Unmasked Estep 
Score: -6547439.000000 Penalty: 3628.799072
	Iteration 57Q: 3 clusters Score -6547439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 70067 members 
Entering Unmasked Estep 
Score: -6547451.500000 Penalty: 3628.799072
	Iteration 58Q: 3 clusters Score -6547452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 70075 members 
Entering Unmasked Estep 
Score: -6547462.000000 Penalty: 3628.799072
	Iteration 59Q: 3 clusters Score -6547462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 70086 members 
Entering Unmasked Estep 
Score: -6547477.500000 Penalty: 3628.799072
	Iteration 60F: 3 clusters Score -6547478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 70097 members 
Entering Unmasked Estep 
Score: -6547483.000000 Penalty: 3628.799072
	Iteration 61Q: 3 clusters Score -6547483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 70103 members 
Entering Unmasked Estep 
Score: -6547488.500000 Penalty: 3628.799072
	Iteration 62Q: 3 clusters Score -6547488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -6547478.000000 Penalty: 3628.799072
	Iteration 63Q: 3 clusters Score -6547478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 70112 members 
Entering Unmasked Estep 
Score: -6547489.000000 Penalty: 3628.799072
	Iteration 64Q: 3 clusters Score -6547489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 70120 members 
Entering Unmasked Estep 
Score: -6547490.500000 Penalty: 3628.799072
	Iteration 65Q: 3 clusters Score -6547490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 70127 members 
Entering Unmasked Estep 
Score: -6547496.500000 Penalty: 3628.799072
	Iteration 66Q: 3 clusters Score -6547496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -6547501.000000 Penalty: 3628.799072
	Iteration 67Q: 3 clusters Score -6547501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 70136 members 
Entering Unmasked Estep 
Score: -6547509.000000 Penalty: 3628.799072
	Iteration 68Q: 3 clusters Score -6547509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 70140 members 
Entering Unmasked Estep 
Score: -6547502.500000 Penalty: 3628.799072
	Iteration 69Q: 3 clusters Score -6547502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 70142 members 
Entering Unmasked Estep 
Score: -6547503.500000 Penalty: 3628.799072
	Iteration 70Q: 3 clusters Score -6547504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -6547510.000000 Penalty: 3628.799072
	Iteration 71Q: 3 clusters Score -6547510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 70144 members 
Entering Unmasked Estep 
Score: -6547512.000000 Penalty: 3628.799072
	Iteration 72Q: 3 clusters Score -6547512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -6547514.000000 Penalty: 3628.799072
	Iteration 73Q: 3 clusters Score -6547514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 70147 members 
Entering Unmasked Estep 
Score: -6547511.500000 Penalty: 3628.799072
	Iteration 74Q: 3 clusters Score -6547512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -6547516.500000 Penalty: 3628.799072
	Iteration 75Q: 3 clusters Score -6547516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -6547513.500000 Penalty: 3628.799072
	Iteration 76Q: 3 clusters Score -6547514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -6547522.000000 Penalty: 3628.799072
	Iteration 77Q: 3 clusters Score -6547522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 70153 members 
Entering Unmasked Estep 
Score: -6547522.000000 Penalty: 3628.799072
	Iteration 78F: 3 clusters Score -6547522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Entering Unmasked Estep 
Score: -520989.093750 Penalty: 1409.306763
	Iteration 0F: 2 clusters Score -520989.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -516475.656250 Penalty: 2818.613525
	Iteration 0F: 3 clusters Score -516475.7 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -518028.406250 Penalty: 2818.613525
	Iteration 1F: 3 clusters Score -518028.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -518518.187500 Penalty: 2818.613525
	Iteration 2F: 3 clusters Score -518518.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -518937.281250 Penalty: 2818.613525
	Iteration 3F: 3 clusters Score -518937.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -519216.718750 Penalty: 2818.613525
	Iteration 4F: 3 clusters Score -519216.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -519401.468750 Penalty: 2818.613525
	Iteration 5F: 3 clusters Score -519401.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -519538.906250 Penalty: 2818.613525
	Iteration 6Q: 3 clusters Score -519538.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -519646.375000 Penalty: 2818.613525
	Iteration 7Q: 3 clusters Score -519646.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -519712.468750 Penalty: 2818.613525
	Iteration 8Q: 3 clusters Score -519712.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -519774.468750 Penalty: 2818.613525
	Iteration 9Q: 3 clusters Score -519774.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -519837.000000 Penalty: 2818.613525
	Iteration 10Q: 3 clusters Score -519837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -519896.500000 Penalty: 2818.613525
	Iteration 11Q: 3 clusters Score -519896.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -519956.593750 Penalty: 2818.613525
	Iteration 12Q: 3 clusters Score -519956.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -519985.968750 Penalty: 2818.613525
	Iteration 13Q: 3 clusters Score -519986 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -520020.531250 Penalty: 2818.613525
	Iteration 14Q: 3 clusters Score -520020.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -520055.187500 Penalty: 2818.613525
	Iteration 15Q: 3 clusters Score -520055.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -520073.718750 Penalty: 2818.613525
	Iteration 16Q: 3 clusters Score -520073.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -520091.718750 Penalty: 2818.613525
	Iteration 17Q: 3 clusters Score -520091.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -520116.281250 Penalty: 2818.613525
	Iteration 18Q: 3 clusters Score -520116.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -520148.812500 Penalty: 2818.613525
	Iteration 19Q: 3 clusters Score -520148.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -520173.218750 Penalty: 2818.613525
	Iteration 20F: 3 clusters Score -520173.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -520190.843750 Penalty: 2818.613525
	Iteration 21Q: 3 clusters Score -520190.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -520204.281250 Penalty: 2818.613525
	Iteration 22Q: 3 clusters Score -520204.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -520217.718750 Penalty: 2818.613525
	Iteration 23Q: 3 clusters Score -520217.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -520230.500000 Penalty: 2818.613525
	Iteration 24Q: 3 clusters Score -520230.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -520247.875000 Penalty: 2818.613525
	Iteration 25Q: 3 clusters Score -520247.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -520262.843750 Penalty: 2818.613525
	Iteration 26Q: 3 clusters Score -520262.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -520277.812500 Penalty: 2818.613525
	Iteration 27Q: 3 clusters Score -520277.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -520290.031250 Penalty: 2818.613525
	Iteration 28Q: 3 clusters Score -520290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -520299.781250 Penalty: 2818.613525
	Iteration 29Q: 3 clusters Score -520299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -520304.312500 Penalty: 2818.613525
	Iteration 30Q: 3 clusters Score -520304.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -520308.437500 Penalty: 2818.613525
	Iteration 31Q: 3 clusters Score -520308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -520314.000000 Penalty: 2818.613525
	Iteration 32Q: 3 clusters Score -520314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -520320.281250 Penalty: 2818.613525
	Iteration 33Q: 3 clusters Score -520320.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -520326.000000 Penalty: 2818.613525
	Iteration 34Q: 3 clusters Score -520326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -520331.468750 Penalty: 2818.613525
	Iteration 35Q: 3 clusters Score -520331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -520336.000000 Penalty: 2818.613525
	Iteration 36Q: 3 clusters Score -520336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -520340.343750 Penalty: 2818.613525
	Iteration 37Q: 3 clusters Score -520340.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -520343.468750 Penalty: 2818.613525
	Iteration 38Q: 3 clusters Score -520343.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -520346.343750 Penalty: 2818.613525
	Iteration 39Q: 3 clusters Score -520346.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -520348.781250 Penalty: 2818.613525
	Iteration 40F: 3 clusters Score -520348.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -520350.625000 Penalty: 2818.613525
	Iteration 41Q: 3 clusters Score -520350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -520351.781250 Penalty: 2818.613525
	Iteration 42Q: 3 clusters Score -520351.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -520351.375000 Penalty: 2818.613525
	Iteration 43Q: 3 clusters Score -520351.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -520351.375000 Penalty: 2818.613525
	Iteration 44F: 3 clusters Score -520351.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Entering Unmasked Estep 
Score: -712360.375000 Penalty: 1460.012695
	Iteration 0F: 2 clusters Score -712360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -706455.375000 Penalty: 2920.025391
	Iteration 0F: 3 clusters Score -706455.4 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -708369.937500 Penalty: 2920.025391
	Iteration 1F: 3 clusters Score -708369.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -708712.875000 Penalty: 2920.025391
	Iteration 2F: 3 clusters Score -708712.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -709148.812500 Penalty: 2920.025391
	Iteration 3F: 3 clusters Score -709148.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -709654.812500 Penalty: 2920.025391
	Iteration 4F: 3 clusters Score -709654.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -710248.062500 Penalty: 2920.025391
	Iteration 5F: 3 clusters Score -710248.1 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -710817.437500 Penalty: 2920.025391
	Iteration 6F: 3 clusters Score -710817.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -711175.187500 Penalty: 2920.025391
	Iteration 7F: 3 clusters Score -711175.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -711461.687500 Penalty: 2920.025391
	Iteration 8Q: 3 clusters Score -711461.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -711672.312500 Penalty: 2920.025391
	Iteration 9Q: 3 clusters Score -711672.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -711870.250000 Penalty: 2920.025391
	Iteration 10Q: 3 clusters Score -711870.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -712020.125000 Penalty: 2920.025391
	Iteration 11Q: 3 clusters Score -712020.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -712116.937500 Penalty: 2920.025391
	Iteration 12Q: 3 clusters Score -712116.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -712156.062500 Penalty: 2920.025391
	Iteration 13Q: 3 clusters Score -712156.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -712180.812500 Penalty: 2920.025391
	Iteration 14Q: 3 clusters Score -712180.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -712192.625000 Penalty: 2920.025391
	Iteration 15Q: 3 clusters Score -712192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -712197.875000 Penalty: 2920.025391
	Iteration 16Q: 3 clusters Score -712197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -712203.187500 Penalty: 2920.025391
	Iteration 17Q: 3 clusters Score -712203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -712207.750000 Penalty: 2920.025391
	Iteration 18Q: 3 clusters Score -712207.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -712209.375000 Penalty: 2920.025391
	Iteration 19Q: 3 clusters Score -712209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -712209.812500 Penalty: 2920.025391
	Iteration 20F: 3 clusters Score -712209.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -712211.500000 Penalty: 2920.025391
	Iteration 21Q: 3 clusters Score -712211.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -712211.250000 Penalty: 2920.025391
	Iteration 22Q: 3 clusters Score -712211.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -712212.437500 Penalty: 2920.025391
	Iteration 23Q: 3 clusters Score -712212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -712214.250000 Penalty: 2920.025391
	Iteration 24Q: 3 clusters Score -712214.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -712215.562500 Penalty: 2920.025391
	Iteration 25Q: 3 clusters Score -712215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -712216.937500 Penalty: 2920.025391
	Iteration 26Q: 3 clusters Score -712216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -712220.125000 Penalty: 2920.025391
	Iteration 27Q: 3 clusters Score -712220.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -712221.125000 Penalty: 2920.025391
	Iteration 28Q: 3 clusters Score -712221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -712222.250000 Penalty: 2920.025391
	Iteration 29Q: 3 clusters Score -712222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -712222.250000 Penalty: 2920.025391
	Iteration 30Q: 3 clusters Score -712222.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -712223.062500 Penalty: 2920.025391
	Iteration 31Q: 3 clusters Score -712223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -712223.687500 Penalty: 2920.025391
	Iteration 32Q: 3 clusters Score -712223.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -712222.500000 Penalty: 2920.025391
	Iteration 33Q: 3 clusters Score -712222.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -712221.750000 Penalty: 2920.025391
	Iteration 34Q: 3 clusters Score -712221.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -712221.750000 Penalty: 2920.025391
	Iteration 35F: 3 clusters Score -712221.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Entering Unmasked Estep 
Score: -366364.906250 Penalty: 1358.853638
	Iteration 0F: 2 clusters Score -366364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -362845.187500 Penalty: 2717.707275
	Iteration 0F: 3 clusters Score -362845.2 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -363887.625000 Penalty: 2717.707275
	Iteration 1F: 3 clusters Score -363887.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -364240.312500 Penalty: 2717.707275
	Iteration 2F: 3 clusters Score -364240.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -364554.343750 Penalty: 2717.707275
	Iteration 3F: 3 clusters Score -364554.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -364829.750000 Penalty: 2717.707275
	Iteration 4F: 3 clusters Score -364829.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -365094.187500 Penalty: 2717.707275
	Iteration 5F: 3 clusters Score -365094.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -365308.562500 Penalty: 2717.707275
	Iteration 6Q: 3 clusters Score -365308.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -365492.781250 Penalty: 2717.707275
	Iteration 7Q: 3 clusters Score -365492.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -365670.968750 Penalty: 2717.707275
	Iteration 8Q: 3 clusters Score -365671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -365807.281250 Penalty: 2717.707275
	Iteration 9Q: 3 clusters Score -365807.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -365900.750000 Penalty: 2717.707275
	Iteration 10Q: 3 clusters Score -365900.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -365959.093750 Penalty: 2717.707275
	Iteration 11Q: 3 clusters Score -365959.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -365990.625000 Penalty: 2717.707275
	Iteration 12Q: 3 clusters Score -365990.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -366005.875000 Penalty: 2717.707275
	Iteration 13Q: 3 clusters Score -366005.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -366013.343750 Penalty: 2717.707275
	Iteration 14Q: 3 clusters Score -366013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -366017.781250 Penalty: 2717.707275
	Iteration 15Q: 3 clusters Score -366017.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -366022.937500 Penalty: 2717.707275
	Iteration 16Q: 3 clusters Score -366022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -366025.937500 Penalty: 2717.707275
	Iteration 17Q: 3 clusters Score -366025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -366026.625000 Penalty: 2717.707275
	Iteration 18Q: 3 clusters Score -366026.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -366028.250000 Penalty: 2717.707275
	Iteration 19Q: 3 clusters Score -366028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -366030.000000 Penalty: 2717.707275
	Iteration 20F: 3 clusters Score -366030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -366029.750000 Penalty: 2717.707275
	Iteration 21Q: 3 clusters Score -366029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -366032.218750 Penalty: 2717.707275
	Iteration 22Q: 3 clusters Score -366032.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -366033.125000 Penalty: 2717.707275
	Iteration 23Q: 3 clusters Score -366033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -366034.250000 Penalty: 2717.707275
	Iteration 24Q: 3 clusters Score -366034.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -366035.406250 Penalty: 2717.707275
	Iteration 25Q: 3 clusters Score -366035.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -366036.531250 Penalty: 2717.707275
	Iteration 26Q: 3 clusters Score -366036.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -366039.125000 Penalty: 2717.707275
	Iteration 27Q: 3 clusters Score -366039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -366040.593750 Penalty: 2717.707275
	Iteration 28Q: 3 clusters Score -366040.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -366040.937500 Penalty: 2717.707275
	Iteration 29Q: 3 clusters Score -366040.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -366040.937500 Penalty: 2717.707275
	Iteration 30F: 3 clusters Score -366040.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -356582.937500 Penalty: 1348.148315
	Iteration 0F: 2 clusters Score -356582.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -353222.781250 Penalty: 2696.296631
	Iteration 0F: 3 clusters Score -353222.8 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -354221.875000 Penalty: 2696.296631
	Iteration 1F: 3 clusters Score -354221.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -354516.937500 Penalty: 2696.296631
	Iteration 2F: 3 clusters Score -354516.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -354749.687500 Penalty: 2696.296631
	Iteration 3F: 3 clusters Score -354749.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -354942.281250 Penalty: 2696.296631
	Iteration 4F: 3 clusters Score -354942.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -355116.843750 Penalty: 2696.296631
	Iteration 5F: 3 clusters Score -355116.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -355257.000000 Penalty: 2696.296631
	Iteration 6Q: 3 clusters Score -355257 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -355378.031250 Penalty: 2696.296631
	Iteration 7Q: 3 clusters Score -355378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -355479.531250 Penalty: 2696.296631
	Iteration 8Q: 3 clusters Score -355479.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -355551.906250 Penalty: 2696.296631
	Iteration 9Q: 3 clusters Score -355551.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -355606.687500 Penalty: 2696.296631
	Iteration 10Q: 3 clusters Score -355606.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -355654.593750 Penalty: 2696.296631
	Iteration 11Q: 3 clusters Score -355654.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -355691.062500 Penalty: 2696.296631
	Iteration 12Q: 3 clusters Score -355691.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -355716.125000 Penalty: 2696.296631
	Iteration 13Q: 3 clusters Score -355716.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -355728.562500 Penalty: 2696.296631
	Iteration 14Q: 3 clusters Score -355728.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -355737.687500 Penalty: 2696.296631
	Iteration 15Q: 3 clusters Score -355737.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -355744.593750 Penalty: 2696.296631
	Iteration 16Q: 3 clusters Score -355744.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -355756.750000 Penalty: 2696.296631
	Iteration 17Q: 3 clusters Score -355756.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -355765.406250 Penalty: 2696.296631
	Iteration 18Q: 3 clusters Score -355765.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -355773.468750 Penalty: 2696.296631
	Iteration 19Q: 3 clusters Score -355773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -355780.062500 Penalty: 2696.296631
	Iteration 20F: 3 clusters Score -355780.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -355783.468750 Penalty: 2696.296631
	Iteration 21Q: 3 clusters Score -355783.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -355787.187500 Penalty: 2696.296631
	Iteration 22Q: 3 clusters Score -355787.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -355793.250000 Penalty: 2696.296631
	Iteration 23Q: 3 clusters Score -355793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -355802.968750 Penalty: 2696.296631
	Iteration 24Q: 3 clusters Score -355803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -355805.343750 Penalty: 2696.296631
	Iteration 25Q: 3 clusters Score -355805.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -355807.625000 Penalty: 2696.296631
	Iteration 26Q: 3 clusters Score -355807.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -355814.625000 Penalty: 2696.296631
	Iteration 27Q: 3 clusters Score -355814.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -355819.593750 Penalty: 2696.296631
	Iteration 28Q: 3 clusters Score -355819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -355825.187500 Penalty: 2696.296631
	Iteration 29Q: 3 clusters Score -355825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -355834.750000 Penalty: 2696.296631
	Iteration 30Q: 3 clusters Score -355834.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -355840.968750 Penalty: 2696.296631
	Iteration 31Q: 3 clusters Score -355841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -355843.843750 Penalty: 2696.296631
	Iteration 32Q: 3 clusters Score -355843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -355845.812500 Penalty: 2696.296631
	Iteration 33Q: 3 clusters Score -355845.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -355846.562500 Penalty: 2696.296631
	Iteration 34Q: 3 clusters Score -355846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -355847.750000 Penalty: 2696.296631
	Iteration 35Q: 3 clusters Score -355847.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -355850.218750 Penalty: 2696.296631
	Iteration 36Q: 3 clusters Score -355850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -355851.218750 Penalty: 2696.296631
	Iteration 37Q: 3 clusters Score -355851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -355852.843750 Penalty: 2696.296631
	Iteration 38Q: 3 clusters Score -355852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -355855.593750 Penalty: 2696.296631
	Iteration 39Q: 3 clusters Score -355855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -355855.812500 Penalty: 2696.296631
	Iteration 40F: 3 clusters Score -355855.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -355856.812500 Penalty: 2696.296631
	Iteration 41Q: 3 clusters Score -355856.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -355859.343750 Penalty: 2696.296631
	Iteration 42Q: 3 clusters Score -355859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -355862.281250 Penalty: 2696.296631
	Iteration 43Q: 3 clusters Score -355862.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -355865.531250 Penalty: 2696.296631
	Iteration 44Q: 3 clusters Score -355865.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -355867.968750 Penalty: 2696.296631
	Iteration 45Q: 3 clusters Score -355868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -355869.843750 Penalty: 2696.296631
	Iteration 46Q: 3 clusters Score -355869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -355871.968750 Penalty: 2696.296631
	Iteration 47Q: 3 clusters Score -355872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -355871.968750 Penalty: 2696.296631
	Iteration 48F: 3 clusters Score -355872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Entering Unmasked Estep 
Score: -474694.406250 Penalty: 1388.657837
	Iteration 0F: 2 clusters Score -474694.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -470571.968750 Penalty: 2777.315674
	Iteration 0F: 3 clusters Score -470572 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -471714.843750 Penalty: 2777.315674
	Iteration 1F: 3 clusters Score -471714.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -471888.343750 Penalty: 2777.315674
	Iteration 2F: 3 clusters Score -471888.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472009.406250 Penalty: 2777.315674
	Iteration 3F: 3 clusters Score -472009.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -472121.031250 Penalty: 2777.315674
	Iteration 4Q: 3 clusters Score -472121 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -472199.187500 Penalty: 2777.315674
	Iteration 5Q: 3 clusters Score -472199.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -472258.125000 Penalty: 2777.315674
	Iteration 6Q: 3 clusters Score -472258.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -472320.312500 Penalty: 2777.315674
	Iteration 7Q: 3 clusters Score -472320.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -472400.750000 Penalty: 2777.315674
	Iteration 8Q: 3 clusters Score -472400.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -472482.562500 Penalty: 2777.315674
	Iteration 9Q: 3 clusters Score -472482.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -472584.468750 Penalty: 2777.315674
	Iteration 10Q: 3 clusters Score -472584.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -472690.093750 Penalty: 2777.315674
	Iteration 11Q: 3 clusters Score -472690.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -472802.312500 Penalty: 2777.315674
	Iteration 12Q: 3 clusters Score -472802.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -472908.500000 Penalty: 2777.315674
	Iteration 13Q: 3 clusters Score -472908.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -473000.968750 Penalty: 2777.315674
	Iteration 14Q: 3 clusters Score -473001 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -473079.531250 Penalty: 2777.315674
	Iteration 15Q: 3 clusters Score -473079.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -473160.656250 Penalty: 2777.315674
	Iteration 16Q: 3 clusters Score -473160.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -473231.812500 Penalty: 2777.315674
	Iteration 17Q: 3 clusters Score -473231.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -473277.718750 Penalty: 2777.315674
	Iteration 18Q: 3 clusters Score -473277.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -473309.562500 Penalty: 2777.315674
	Iteration 19Q: 3 clusters Score -473309.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -473340.468750 Penalty: 2777.315674
	Iteration 20F: 3 clusters Score -473340.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -473362.031250 Penalty: 2777.315674
	Iteration 21Q: 3 clusters Score -473362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -473373.250000 Penalty: 2777.315674
	Iteration 22Q: 3 clusters Score -473373.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -473383.156250 Penalty: 2777.315674
	Iteration 23Q: 3 clusters Score -473383.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -473393.187500 Penalty: 2777.315674
	Iteration 24Q: 3 clusters Score -473393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -473403.218750 Penalty: 2777.315674
	Iteration 25Q: 3 clusters Score -473403.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -473414.906250 Penalty: 2777.315674
	Iteration 26Q: 3 clusters Score -473414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -473432.750000 Penalty: 2777.315674
	Iteration 27Q: 3 clusters Score -473432.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -473445.250000 Penalty: 2777.315674
	Iteration 28Q: 3 clusters Score -473445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -473452.937500 Penalty: 2777.315674
	Iteration 29Q: 3 clusters Score -473452.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -473459.968750 Penalty: 2777.315674
	Iteration 30Q: 3 clusters Score -473460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -473463.375000 Penalty: 2777.315674
	Iteration 31Q: 3 clusters Score -473463.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -473466.312500 Penalty: 2777.315674
	Iteration 32Q: 3 clusters Score -473466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -473466.312500 Penalty: 2777.315674
	Iteration 33F: 3 clusters Score -473466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 19164 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 5256 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 10612 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31397 members 
Mstep: Class 12 contains 4696 members 
Mstep: Class 13 contains 10445 members 
Mstep: Class 14 contains 31512 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 16 contains 70653 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4009 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819240.000000 Penalty: 42822.269531
Iteration 479Q: 22 clusters Score -2.481924e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 19161 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31398 members 
Mstep: Class 12 contains 4702 members 
Mstep: Class 13 contains 10441 members 
Mstep: Class 14 contains 31515 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 70656 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7976 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 4010 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819246.000000 Penalty: 42822.269531
Iteration 480F: 22 clusters Score -2.481925e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 19152 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 5265 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7756 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 4705 members 
Mstep: Class 13 contains 10433 members 
Mstep: Class 14 contains 31515 members 
Mstep: Class 15 contains 9837 members 
Mstep: Class 16 contains 70658 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4014 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819310.000000 Penalty: 42822.269531
Iteration 481Q: 22 clusters Score -2.481931e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 19144 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31406 members 
Mstep: Class 12 contains 4707 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 31517 members 
Mstep: Class 15 contains 9832 members 
Mstep: Class 16 contains 70662 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 4016 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819326.000000 Penalty: 42822.269531
Iteration 482Q: 22 clusters Score -2.481933e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 19139 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 5278 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7769 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31408 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 10427 members 
Mstep: Class 14 contains 31524 members 
Mstep: Class 15 contains 9834 members 
Mstep: Class 16 contains 70660 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7974 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 4020 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819312.000000 Penalty: 42822.269531
Iteration 483Q: 22 clusters Score -2.481931e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 19130 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 5286 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7775 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31409 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10423 members 
Mstep: Class 14 contains 31526 members 
Mstep: Class 15 contains 9840 members 
Mstep: Class 16 contains 70661 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7975 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 4021 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819236.000000 Penalty: 42822.269531
Iteration 484Q: 22 clusters Score -2.481924e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 19124 members 
Mstep: Class 3 contains 4456 members 
Mstep: Class 4 contains 5290 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7782 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31410 members 
Mstep: Class 12 contains 4714 members 
Mstep: Class 13 contains 10418 members 
Mstep: Class 14 contains 31529 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 70659 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7978 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 4023 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819250.000000 Penalty: 42822.269531
Iteration 485Q: 22 clusters Score -2.481925e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 19116 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 5294 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7787 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31410 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 31529 members 
Mstep: Class 15 contains 9848 members 
Mstep: Class 16 contains 70657 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4279 members 
Mstep: Class 20 contains 4025 members 
Mstep: Class 21 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819262.000000 Penalty: 42822.269531
Iteration 486Q: 22 clusters Score -2.481926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 19111 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 5300 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16647 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 31409 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 9847 members 
Mstep: Class 16 contains 70660 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4280 members 
Mstep: Class 20 contains 4027 members 
Mstep: Class 21 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819228.000000 Penalty: 42822.269531
Iteration 487Q: 22 clusters Score -2.481923e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 19110 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 5305 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7795 members 
Mstep: Class 7 contains 10613 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4013 members 
Mstep: Class 11 contains 31408 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 9846 members 
Mstep: Class 16 contains 70664 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4028 members 
Mstep: Class 21 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819246.000000 Penalty: 42822.269531
Iteration 488Q: 22 clusters Score -2.481925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 19105 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5310 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7806 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16645 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31407 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10411 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 9852 members 
Mstep: Class 16 contains 70659 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4281 members 
Mstep: Class 20 contains 4030 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819254.000000 Penalty: 42822.269531
Iteration 489Q: 22 clusters Score -2.481925e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 19104 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 5316 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7815 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31405 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 10406 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 9856 members 
Mstep: Class 16 contains 70659 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4033 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819246.000000 Penalty: 42822.269531
Iteration 490Q: 22 clusters Score -2.481925e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 19102 members 
Mstep: Class 3 contains 4469 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7821 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31403 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 10401 members 
Mstep: Class 14 contains 31526 members 
Mstep: Class 15 contains 9853 members 
Mstep: Class 16 contains 70663 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4282 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819250.000000 Penalty: 42822.269531
Iteration 491Q: 22 clusters Score -2.481925e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 19097 members 
Mstep: Class 3 contains 4468 members 
Mstep: Class 4 contains 5323 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31402 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 10393 members 
Mstep: Class 14 contains 31528 members 
Mstep: Class 15 contains 9855 members 
Mstep: Class 16 contains 70662 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4283 members 
Mstep: Class 20 contains 4040 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819222.000000 Penalty: 42822.269531
Iteration 492Q: 22 clusters Score -2.481922e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 19093 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 5325 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31401 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 10388 members 
Mstep: Class 14 contains 31530 members 
Mstep: Class 15 contains 9856 members 
Mstep: Class 16 contains 70664 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 4043 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819222.000000 Penalty: 42822.269531
Iteration 493Q: 22 clusters Score -2.481922e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 19089 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 5330 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7831 members 
Mstep: Class 7 contains 10614 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31400 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 10383 members 
Mstep: Class 14 contains 31532 members 
Mstep: Class 15 contains 9859 members 
Mstep: Class 16 contains 70663 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 4045 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819230.000000 Penalty: 42822.269531
Iteration 494Q: 22 clusters Score -2.481923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 19090 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5334 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7838 members 
Mstep: Class 7 contains 10615 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 10369 members 
Mstep: Class 14 contains 31534 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 70663 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 4046 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819232.000000 Penalty: 42822.269531
Iteration 495Q: 22 clusters Score -2.481923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5335 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 16643 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 4712 members 
Mstep: Class 13 contains 10362 members 
Mstep: Class 14 contains 31535 members 
Mstep: Class 15 contains 9871 members 
Mstep: Class 16 contains 70662 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 4047 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819258.000000 Penalty: 42822.269531
Iteration 496Q: 22 clusters Score -2.481926e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 19085 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5342 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7846 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 16644 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 4711 members 
Mstep: Class 13 contains 10352 members 
Mstep: Class 14 contains 31535 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 70664 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4284 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819252.000000 Penalty: 42822.269531
Iteration 497Q: 22 clusters Score -2.481925e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 19085 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 5347 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7848 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 16646 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 4709 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 31537 members 
Mstep: Class 15 contains 9878 members 
Mstep: Class 16 contains 70665 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7981 members 
Mstep: Class 19 contains 4285 members 
Mstep: Class 20 contains 4050 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819244.000000 Penalty: 42822.269531
Iteration 498Q: 22 clusters Score -2.481924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 19079 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7850 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 16647 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31399 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 10339 members 
Mstep: Class 14 contains 31538 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 70666 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 4286 members 
Mstep: Class 20 contains 4052 members 
Mstep: Class 21 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819256.000000 Penalty: 42822.269531
Iteration 499Q: 22 clusters Score -2.481926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 19076 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 7852 members 
Mstep: Class 7 contains 10616 members 
Mstep: Class 8 contains 16648 members 
Mstep: Class 9 contains 5260 members 
Mstep: Class 10 contains 4011 members 
Mstep: Class 11 contains 31397 members 
Mstep: Class 12 contains 4708 members 
Mstep: Class 13 contains 10330 members 
Mstep: Class 14 contains 31535 members 
Mstep: Class 15 contains 9886 members 
Mstep: Class 16 contains 70668 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 7982 members 
Mstep: Class 19 contains 4287 members 
Mstep: Class 20 contains 4054 members 
Mstep: Class 21 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24819272.000000 Penalty: 42822.269531
Iteration 500F: 22 clusters Score -2.481927e+07 nChanged 31
Maximum iterations exceeded
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74521888.000000 Penalty: 46571.285156
21->22 Clusters: Score -74521888.000000, best is -74530392.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13353 members 
Mstep: Class 3 contains 13510 members 
Mstep: Class 4 contains 13451 members 
Mstep: Class 5 contains 13525 members 
Mstep: Class 6 contains 13491 members 
Mstep: Class 7 contains 13491 members 
Mstep: Class 8 contains 13053 members 
Mstep: Class 9 contains 13462 members 
Mstep: Class 10 contains 13448 members 
Mstep: Class 11 contains 13446 members 
Mstep: Class 12 contains 13244 members 
Mstep: Class 13 contains 13301 members 
Mstep: Class 14 contains 13546 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 16 contains 13618 members 
Mstep: Class 17 contains 13415 members 
Mstep: Class 18 contains 13397 members 
Mstep: Class 19 contains 13433 members 
Mstep: Class 20 contains 13391 members 
Mstep: Class 21 contains 13317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 157.960236 but Gain 2039.156250
Score: -23136290.000000 Penalty: 40783.113281
Iteration 0F: 21 clusters Score -2.313629e+07 nChanged 265917
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 9783 members 
Mstep: Class 3 contains 14959 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 40984 members 
Mstep: Class 6 contains 6127 members 
Mstep: Class 7 contains 7912 members 
Mstep: Class 8 contains 6507 members 
Mstep: Class 9 contains 26696 members 
Mstep: Class 10 contains 13395 members 
Mstep: Class 11 contains 9847 members 
Mstep: Class 12 contains 12755 members 
Mstep: Class 13 contains 5584 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 7122 members 
Mstep: Class 17 contains 12525 members 
Mstep: Class 18 contains 12258 members 
Mstep: Class 20 contains 10949 members 
Mstep: Class 21 contains 33504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24219094.000000 Penalty: 40783.113281
Iteration 1F: 21 clusters Score -2.421909e+07 nChanged 103000
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 14794 members 
Mstep: Class 4 contains 2789 members 
Mstep: Class 5 contains 47326 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 4608 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 35683 members 
Mstep: Class 10 contains 9683 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 13447 members 
Mstep: Class 13 contains 4955 members 
Mstep: Class 14 contains 18775 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 5278 members 
Mstep: Class 17 contains 11745 members 
Mstep: Class 18 contains 11401 members 
Mstep: Class 20 contains 10420 members 
Mstep: Class 21 contains 34815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24441654.000000 Penalty: 40783.113281
Iteration 2F: 21 clusters Score -2.444165e+07 nChanged 74406
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 5745 members 
Mstep: Class 3 contains 11752 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 46268 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 3814 members 
Mstep: Class 8 contains 4598 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 8344 members 
Mstep: Class 12 contains 18154 members 
Mstep: Class 13 contains 4842 members 
Mstep: Class 14 contains 23608 members 
Mstep: Class 15 contains 3991 members 
Mstep: Class 16 contains 4289 members 
Mstep: Class 17 contains 11124 members 
Mstep: Class 18 contains 11023 members 
Mstep: Class 20 contains 10642 members 
Mstep: Class 21 contains 35091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1774.134888 but Gain 2039.152344
Score: -24565898.000000 Penalty: 38743.960938
Iteration 3F: 20 clusters Score -2.45659e+07 nChanged 56065
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 5132 members 
Mstep: Class 3 contains 8458 members 
Mstep: Class 5 contains 43925 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 38776 members 
Mstep: Class 10 contains 5008 members 
Mstep: Class 11 contains 8677 members 
Mstep: Class 12 contains 23302 members 
Mstep: Class 13 contains 4882 members 
Mstep: Class 14 contains 26988 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 4344 members 
Mstep: Class 17 contains 11362 members 
Mstep: Class 18 contains 10441 members 
Mstep: Class 20 contains 10934 members 
Mstep: Class 21 contains 34976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24633722.000000 Penalty: 38743.960938
Iteration 4F: 20 clusters Score -2.463372e+07 nChanged 39900
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 6049 members 
Mstep: Class 5 contains 42689 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 38266 members 
Mstep: Class 10 contains 4027 members 
Mstep: Class 11 contains 8567 members 
Mstep: Class 12 contains 26958 members 
Mstep: Class 13 contains 5346 members 
Mstep: Class 14 contains 28705 members 
Mstep: Class 15 contains 5205 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 12222 members 
Mstep: Class 18 contains 9672 members 
Mstep: Class 20 contains 10666 members 
Mstep: Class 21 contains 33900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24671788.000000 Penalty: 38743.960938
Iteration 5F: 20 clusters Score -2.467179e+07 nChanged 29736
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 4665 members 
Mstep: Class 5 contains 42404 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 37518 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 8325 members 
Mstep: Class 12 contains 29820 members 
Mstep: Class 13 contains 6029 members 
Mstep: Class 14 contains 29294 members 
Mstep: Class 15 contains 5458 members 
Mstep: Class 16 contains 4011 members 
Mstep: Class 17 contains 13093 members 
Mstep: Class 18 contains 9126 members 
Mstep: Class 20 contains 10354 members 
Mstep: Class 21 contains 32368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24695814.000000 Penalty: 38743.960938
Iteration 6F: 20 clusters Score -2.469581e+07 nChanged 23509
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 6413 members 
Mstep: Class 3 contains 3869 members 
Mstep: Class 5 contains 42586 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 6027 members 
Mstep: Class 9 contains 36322 members 
Mstep: Class 10 contains 3222 members 
Mstep: Class 11 contains 8142 members 
Mstep: Class 12 contains 32316 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 3788 members 
Mstep: Class 17 contains 14035 members 
Mstep: Class 18 contains 8742 members 
Mstep: Class 20 contains 10154 members 
Mstep: Class 21 contains 30608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24712738.000000 Penalty: 38743.960938
Iteration 7F: 20 clusters Score -2.471274e+07 nChanged 19650
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 7273 members 
Mstep: Class 3 contains 3455 members 
Mstep: Class 5 contains 43227 members 
Mstep: Class 6 contains 3064 members 
Mstep: Class 7 contains 2318 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 35068 members 
Mstep: Class 10 contains 3003 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 34741 members 
Mstep: Class 13 contains 7420 members 
Mstep: Class 14 contains 29072 members 
Mstep: Class 15 contains 5261 members 
Mstep: Class 16 contains 3551 members 
Mstep: Class 17 contains 14926 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 20 contains 9998 members 
Mstep: Class 21 contains 28739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24726290.000000 Penalty: 38743.960938
Iteration 8F: 20 clusters Score -2.472629e+07 nChanged 17116
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 7955 members 
Mstep: Class 3 contains 3377 members 
Mstep: Class 5 contains 43919 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 34012 members 
Mstep: Class 10 contains 2769 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 36988 members 
Mstep: Class 13 contains 8065 members 
Mstep: Class 14 contains 28752 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 3344 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 8053 members 
Mstep: Class 20 contains 9834 members 
Mstep: Class 21 contains 26941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24737028.000000 Penalty: 38743.960938
Iteration 9F: 20 clusters Score -2.473703e+07 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 8402 members 
Mstep: Class 3 contains 3499 members 
Mstep: Class 5 contains 44601 members 
Mstep: Class 6 contains 3381 members 
Mstep: Class 7 contains 2062 members 
Mstep: Class 8 contains 6059 members 
Mstep: Class 9 contains 33131 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 7964 members 
Mstep: Class 12 contains 38919 members 
Mstep: Class 13 contains 8700 members 
Mstep: Class 14 contains 28343 members 
Mstep: Class 15 contains 4743 members 
Mstep: Class 16 contains 3182 members 
Mstep: Class 17 contains 16136 members 
Mstep: Class 18 contains 7723 members 
Mstep: Class 20 contains 9711 members 
Mstep: Class 21 contains 25408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24745946.000000 Penalty: 38743.960938
Iteration 10F: 20 clusters Score -2.474595e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 8572 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 5 contains 45247 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 6040 members 
Mstep: Class 9 contains 32385 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 40492 members 
Mstep: Class 13 contains 9267 members 
Mstep: Class 14 contains 27986 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 16359 members 
Mstep: Class 18 contains 7432 members 
Mstep: Class 20 contains 9622 members 
Mstep: Class 21 contains 24135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24753818.000000 Penalty: 38743.960938
Iteration 11Q: 20 clusters Score -2.475382e+07 nChanged 11364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 8544 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 5 contains 45748 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 1861 members 
Mstep: Class 8 contains 5994 members 
Mstep: Class 9 contains 31796 members 
Mstep: Class 10 contains 3031 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 41704 members 
Mstep: Class 13 contains 9797 members 
Mstep: Class 14 contains 27651 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 16395 members 
Mstep: Class 18 contains 7213 members 
Mstep: Class 20 contains 9605 members 
Mstep: Class 21 contains 23386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24760270.000000 Penalty: 38743.960938
Iteration 12Q: 20 clusters Score -2.476027e+07 nChanged 9925
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 4216 members 
Mstep: Class 5 contains 46104 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 5969 members 
Mstep: Class 9 contains 31291 members 
Mstep: Class 10 contains 3319 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 42782 members 
Mstep: Class 13 contains 10269 members 
Mstep: Class 14 contains 27368 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 16324 members 
Mstep: Class 18 contains 7073 members 
Mstep: Class 20 contains 9608 members 
Mstep: Class 21 contains 22864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24765128.000000 Penalty: 38743.960938
Iteration 13Q: 20 clusters Score -2.476513e+07 nChanged 8467
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 8165 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 5 contains 46395 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 1719 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 30895 members 
Mstep: Class 10 contains 3480 members 
Mstep: Class 11 contains 7816 members 
Mstep: Class 12 contains 43681 members 
Mstep: Class 13 contains 10743 members 
Mstep: Class 14 contains 27084 members 
Mstep: Class 15 contains 4373 members 
Mstep: Class 16 contains 2595 members 
Mstep: Class 17 contains 16270 members 
Mstep: Class 18 contains 7088 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 22633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24768316.000000 Penalty: 38743.960938
Iteration 14Q: 20 clusters Score -2.476832e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 5 contains 46700 members 
Mstep: Class 6 contains 4022 members 
Mstep: Class 7 contains 1672 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 30578 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 44531 members 
Mstep: Class 13 contains 11224 members 
Mstep: Class 14 contains 26774 members 
Mstep: Class 15 contains 4354 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 16163 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 22528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24770854.000000 Penalty: 38743.960938
Iteration 15Q: 20 clusters Score -2.477085e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 7544 members 
Mstep: Class 3 contains 4907 members 
Mstep: Class 5 contains 46881 members 
Mstep: Class 6 contains 4120 members 
Mstep: Class 7 contains 1649 members 
Mstep: Class 8 contains 5943 members 
Mstep: Class 9 contains 30331 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 11 contains 7453 members 
Mstep: Class 12 contains 45391 members 
Mstep: Class 13 contains 11732 members 
Mstep: Class 14 contains 26475 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 16033 members 
Mstep: Class 18 contains 7240 members 
Mstep: Class 20 contains 9767 members 
Mstep: Class 21 contains 22556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24772734.000000 Penalty: 38743.960938
Iteration 16Q: 20 clusters Score -2.477273e+07 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 7211 members 
Mstep: Class 3 contains 5230 members 
Mstep: Class 5 contains 46990 members 
Mstep: Class 6 contains 4212 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 30221 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 11 contains 7202 members 
Mstep: Class 12 contains 46247 members 
Mstep: Class 13 contains 12218 members 
Mstep: Class 14 contains 26149 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 2248 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 7294 members 
Mstep: Class 20 contains 9816 members 
Mstep: Class 21 contains 22660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24774122.000000 Penalty: 38743.960938
Iteration 17Q: 20 clusters Score -2.477412e+07 nChanged 5683
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21538 members 
Mstep: Class 2 contains 6901 members 
Mstep: Class 3 contains 5602 members 
Mstep: Class 5 contains 47081 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 5978 members 
Mstep: Class 9 contains 30170 members 
Mstep: Class 10 contains 3838 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 47115 members 
Mstep: Class 13 contains 12701 members 
Mstep: Class 14 contains 25724 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 15700 members 
Mstep: Class 18 contains 7356 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 22823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24775518.000000 Penalty: 38743.960938
Iteration 18Q: 20 clusters Score -2.477552e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 6574 members 
Mstep: Class 3 contains 6011 members 
Mstep: Class 5 contains 47190 members 
Mstep: Class 6 contains 4334 members 
Mstep: Class 7 contains 1603 members 
Mstep: Class 8 contains 5993 members 
Mstep: Class 9 contains 30168 members 
Mstep: Class 10 contains 3901 members 
Mstep: Class 11 contains 6646 members 
Mstep: Class 12 contains 47978 members 
Mstep: Class 13 contains 13205 members 
Mstep: Class 14 contains 25223 members 
Mstep: Class 15 contains 4300 members 
Mstep: Class 16 contains 2104 members 
Mstep: Class 17 contains 15472 members 
Mstep: Class 18 contains 7393 members 
Mstep: Class 20 contains 9930 members 
Mstep: Class 21 contains 23043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24776998.000000 Penalty: 38743.960938
Iteration 19Q: 20 clusters Score -2.4777e+07 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 6276 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 5 contains 47305 members 
Mstep: Class 6 contains 4363 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 8 contains 6024 members 
Mstep: Class 9 contains 30233 members 
Mstep: Class 10 contains 3930 members 
Mstep: Class 11 contains 6377 members 
Mstep: Class 12 contains 48840 members 
Mstep: Class 13 contains 13719 members 
Mstep: Class 14 contains 24646 members 
Mstep: Class 15 contains 4280 members 
Mstep: Class 16 contains 2053 members 
Mstep: Class 17 contains 15200 members 
Mstep: Class 18 contains 7415 members 
Mstep: Class 20 contains 10001 members 
Mstep: Class 21 contains 23277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24779132.000000 Penalty: 38743.960938
Iteration 20F: 20 clusters Score -2.477913e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 5999 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 5 contains 47360 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 1629 members 
Mstep: Class 8 contains 6034 members 
Mstep: Class 9 contains 30291 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 6138 members 
Mstep: Class 12 contains 49764 members 
Mstep: Class 13 contains 14238 members 
Mstep: Class 14 contains 23871 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 14907 members 
Mstep: Class 18 contains 7417 members 
Mstep: Class 20 contains 10049 members 
Mstep: Class 21 contains 23551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781132.000000 Penalty: 38743.960938
Iteration 21Q: 20 clusters Score -2.478113e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 5699 members 
Mstep: Class 3 contains 7429 members 
Mstep: Class 5 contains 47383 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 6028 members 
Mstep: Class 9 contains 30302 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 50749 members 
Mstep: Class 13 contains 14755 members 
Mstep: Class 14 contains 23137 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 14603 members 
Mstep: Class 18 contains 7412 members 
Mstep: Class 20 contains 10127 members 
Mstep: Class 21 contains 23838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24783336.000000 Penalty: 38743.960938
Iteration 22Q: 20 clusters Score -2.478334e+07 nChanged 5341
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 5463 members 
Mstep: Class 3 contains 7938 members 
Mstep: Class 5 contains 47334 members 
Mstep: Class 6 contains 4521 members 
Mstep: Class 7 contains 1736 members 
Mstep: Class 8 contains 5997 members 
Mstep: Class 9 contains 30344 members 
Mstep: Class 10 contains 4207 members 
Mstep: Class 11 contains 5593 members 
Mstep: Class 12 contains 51761 members 
Mstep: Class 13 contains 15284 members 
Mstep: Class 14 contains 22363 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 1901 members 
Mstep: Class 17 contains 14284 members 
Mstep: Class 18 contains 7397 members 
Mstep: Class 20 contains 10233 members 
Mstep: Class 21 contains 24096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24785622.000000 Penalty: 38743.960938
Iteration 23Q: 20 clusters Score -2.478562e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 5267 members 
Mstep: Class 3 contains 8465 members 
Mstep: Class 5 contains 47286 members 
Mstep: Class 6 contains 4562 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 5936 members 
Mstep: Class 9 contains 30366 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 5335 members 
Mstep: Class 12 contains 52793 members 
Mstep: Class 13 contains 15743 members 
Mstep: Class 14 contains 21633 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 7391 members 
Mstep: Class 20 contains 10336 members 
Mstep: Class 21 contains 24338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24787658.000000 Penalty: 38743.960938
Iteration 24Q: 20 clusters Score -2.478766e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 5158 members 
Mstep: Class 3 contains 8937 members 
Mstep: Class 5 contains 47253 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 1944 members 
Mstep: Class 8 contains 5871 members 
Mstep: Class 9 contains 30378 members 
Mstep: Class 10 contains 4338 members 
Mstep: Class 11 contains 5061 members 
Mstep: Class 12 contains 53840 members 
Mstep: Class 13 contains 16078 members 
Mstep: Class 14 contains 20964 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 17 contains 13445 members 
Mstep: Class 18 contains 7372 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 24573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24789658.000000 Penalty: 38743.960938
Iteration 25Q: 20 clusters Score -2.478966e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 9400 members 
Mstep: Class 5 contains 47174 members 
Mstep: Class 6 contains 4615 members 
Mstep: Class 7 contains 2084 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 30405 members 
Mstep: Class 10 contains 4360 members 
Mstep: Class 11 contains 4793 members 
Mstep: Class 12 contains 54844 members 
Mstep: Class 13 contains 16272 members 
Mstep: Class 14 contains 20427 members 
Mstep: Class 15 contains 4204 members 
Mstep: Class 16 contains 1815 members 
Mstep: Class 17 contains 13031 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 20 contains 10527 members 
Mstep: Class 21 contains 24842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24791264.000000 Penalty: 38743.960938
Iteration 26Q: 20 clusters Score -2.479126e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 9810 members 
Mstep: Class 5 contains 47066 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 2163 members 
Mstep: Class 8 contains 5830 members 
Mstep: Class 9 contains 30418 members 
Mstep: Class 10 contains 4372 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 55854 members 
Mstep: Class 13 contains 16326 members 
Mstep: Class 14 contains 20002 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 12627 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 20 contains 10646 members 
Mstep: Class 21 contains 25100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24792860.000000 Penalty: 38743.960938
Iteration 27Q: 20 clusters Score -2.479286e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 10217 members 
Mstep: Class 5 contains 46947 members 
Mstep: Class 6 contains 4644 members 
Mstep: Class 7 contains 2263 members 
Mstep: Class 8 contains 5795 members 
Mstep: Class 9 contains 30472 members 
Mstep: Class 10 contains 4382 members 
Mstep: Class 11 contains 4297 members 
Mstep: Class 12 contains 56782 members 
Mstep: Class 13 contains 16301 members 
Mstep: Class 14 contains 19600 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1777 members 
Mstep: Class 17 contains 12225 members 
Mstep: Class 18 contains 7169 members 
Mstep: Class 20 contains 10777 members 
Mstep: Class 21 contains 25362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794264.000000 Penalty: 38743.960938
Iteration 28Q: 20 clusters Score -2.479426e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 5205 members 
Mstep: Class 3 contains 10629 members 
Mstep: Class 5 contains 46876 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 30540 members 
Mstep: Class 10 contains 4385 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 57670 members 
Mstep: Class 13 contains 16214 members 
Mstep: Class 14 contains 19206 members 
Mstep: Class 15 contains 4239 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 11788 members 
Mstep: Class 18 contains 7062 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 25618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795580.000000 Penalty: 38743.960938
Iteration 29Q: 20 clusters Score -2.479558e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 11034 members 
Mstep: Class 5 contains 46795 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 2440 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 30602 members 
Mstep: Class 10 contains 4399 members 
Mstep: Class 11 contains 3841 members 
Mstep: Class 12 contains 58473 members 
Mstep: Class 13 contains 16099 members 
Mstep: Class 14 contains 18916 members 
Mstep: Class 15 contains 4275 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 6960 members 
Mstep: Class 20 contains 11017 members 
Mstep: Class 21 contains 25863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796690.000000 Penalty: 38743.960938
Iteration 30Q: 20 clusters Score -2.479669e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 11439 members 
Mstep: Class 5 contains 46683 members 
Mstep: Class 6 contains 4657 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 5691 members 
Mstep: Class 9 contains 30640 members 
Mstep: Class 10 contains 4434 members 
Mstep: Class 11 contains 3659 members 
Mstep: Class 12 contains 59198 members 
Mstep: Class 13 contains 16012 members 
Mstep: Class 14 contains 18677 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 10949 members 
Mstep: Class 18 contains 6862 members 
Mstep: Class 20 contains 11138 members 
Mstep: Class 21 contains 26052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797674.000000 Penalty: 38743.960938
Iteration 31Q: 20 clusters Score -2.479767e+07 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 5350 members 
Mstep: Class 3 contains 11829 members 
Mstep: Class 5 contains 46588 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 2615 members 
Mstep: Class 8 contains 5668 members 
Mstep: Class 9 contains 30652 members 
Mstep: Class 10 contains 4471 members 
Mstep: Class 11 contains 3471 members 
Mstep: Class 12 contains 59854 members 
Mstep: Class 13 contains 15948 members 
Mstep: Class 14 contains 18488 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1711 members 
Mstep: Class 17 contains 10556 members 
Mstep: Class 18 contains 6760 members 
Mstep: Class 20 contains 11263 members 
Mstep: Class 21 contains 26216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24798488.000000 Penalty: 38743.960938
Iteration 32Q: 20 clusters Score -2.479849e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 5363 members 
Mstep: Class 3 contains 12212 members 
Mstep: Class 5 contains 46438 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 2724 members 
Mstep: Class 8 contains 5641 members 
Mstep: Class 9 contains 30651 members 
Mstep: Class 10 contains 4508 members 
Mstep: Class 11 contains 3259 members 
Mstep: Class 12 contains 60480 members 
Mstep: Class 13 contains 15887 members 
Mstep: Class 14 contains 18356 members 
Mstep: Class 15 contains 4399 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 10202 members 
Mstep: Class 18 contains 6694 members 
Mstep: Class 20 contains 11395 members 
Mstep: Class 21 contains 26337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799088.000000 Penalty: 38743.960938
Iteration 33Q: 20 clusters Score -2.479909e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 5370 members 
Mstep: Class 3 contains 12556 members 
Mstep: Class 5 contains 46237 members 
Mstep: Class 6 contains 4674 members 
Mstep: Class 7 contains 2821 members 
Mstep: Class 8 contains 5619 members 
Mstep: Class 9 contains 30671 members 
Mstep: Class 10 contains 4549 members 
Mstep: Class 11 contains 3097 members 
Mstep: Class 12 contains 61045 members 
Mstep: Class 13 contains 15858 members 
Mstep: Class 14 contains 18234 members 
Mstep: Class 15 contains 4463 members 
Mstep: Class 16 contains 1682 members 
Mstep: Class 17 contains 9907 members 
Mstep: Class 18 contains 6631 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 26432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799620.000000 Penalty: 38743.960938
Iteration 34Q: 20 clusters Score -2.479962e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 5401 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 5 contains 46031 members 
Mstep: Class 6 contains 4679 members 
Mstep: Class 7 contains 2903 members 
Mstep: Class 8 contains 5584 members 
Mstep: Class 9 contains 30683 members 
Mstep: Class 10 contains 4577 members 
Mstep: Class 11 contains 2932 members 
Mstep: Class 12 contains 61527 members 
Mstep: Class 13 contains 15814 members 
Mstep: Class 14 contains 18166 members 
Mstep: Class 15 contains 4505 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 9685 members 
Mstep: Class 18 contains 6595 members 
Mstep: Class 20 contains 11590 members 
Mstep: Class 21 contains 26496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800052.000000 Penalty: 38743.960938
Iteration 35Q: 20 clusters Score -2.480005e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 13179 members 
Mstep: Class 5 contains 45839 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 2996 members 
Mstep: Class 8 contains 5540 members 
Mstep: Class 9 contains 30697 members 
Mstep: Class 10 contains 4613 members 
Mstep: Class 11 contains 2792 members 
Mstep: Class 12 contains 61948 members 
Mstep: Class 13 contains 15782 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 9440 members 
Mstep: Class 18 contains 6559 members 
Mstep: Class 20 contains 11677 members 
Mstep: Class 21 contains 26555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800410.000000 Penalty: 38743.960938
Iteration 36Q: 20 clusters Score -2.480041e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 13455 members 
Mstep: Class 5 contains 45664 members 
Mstep: Class 6 contains 4688 members 
Mstep: Class 7 contains 3080 members 
Mstep: Class 8 contains 5478 members 
Mstep: Class 9 contains 30711 members 
Mstep: Class 10 contains 4638 members 
Mstep: Class 11 contains 2667 members 
Mstep: Class 12 contains 62357 members 
Mstep: Class 13 contains 15759 members 
Mstep: Class 14 contains 18125 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 9217 members 
Mstep: Class 18 contains 6534 members 
Mstep: Class 20 contains 11762 members 
Mstep: Class 21 contains 26578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800690.000000 Penalty: 38743.960938
Iteration 37Q: 20 clusters Score -2.480069e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 5418 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 5 contains 45474 members 
Mstep: Class 6 contains 4686 members 
Mstep: Class 7 contains 3172 members 
Mstep: Class 8 contains 5425 members 
Mstep: Class 9 contains 30714 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 2548 members 
Mstep: Class 12 contains 62713 members 
Mstep: Class 13 contains 15741 members 
Mstep: Class 14 contains 18133 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 9035 members 
Mstep: Class 18 contains 6516 members 
Mstep: Class 20 contains 11846 members 
Mstep: Class 21 contains 26603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800964.000000 Penalty: 38743.960938
Iteration 38Q: 20 clusters Score -2.480096e+07 nChanged 1501
Entering ConstructFrom: 
Score: -24800964.000000 Penalty: 38743.960938
Entering ConstructFrom: 
Trying to split cluster 1 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -808657.937500 Penalty: 1476.736206
	Iteration 0F: 2 clusters Score -808657.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -802281.750000 Penalty: 2953.472412
	Iteration 0F: 3 clusters Score -802281.8 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -804478.687500 Penalty: 2953.472412
	Iteration 1F: 3 clusters Score -804478.7 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -804816.812500 Penalty: 2953.472412
	Iteration 2F: 3 clusters Score -804816.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -805072.812500 Penalty: 2953.472412
	Iteration 3F: 3 clusters Score -805072.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -805286.375000 Penalty: 2953.472412
	Iteration 4Q: 3 clusters Score -805286.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -805471.875000 Penalty: 2953.472412
	Iteration 5Q: 3 clusters Score -805471.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -805639.687500 Penalty: 2953.472412
	Iteration 6Q: 3 clusters Score -805639.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -805787.375000 Penalty: 2953.472412
	Iteration 7Q: 3 clusters Score -805787.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -805933.812500 Penalty: 2953.472412
	Iteration 8Q: 3 clusters Score -805933.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -806101.000000 Penalty: 2953.472412
	Iteration 9Q: 3 clusters Score -806101 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -806274.375000 Penalty: 2953.472412
	Iteration 10Q: 3 clusters Score -806274.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -806457.500000 Penalty: 2953.472412
	Iteration 11Q: 3 clusters Score -806457.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -806643.125000 Penalty: 2953.472412
	Iteration 12Q: 3 clusters Score -806643.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -806822.125000 Penalty: 2953.472412
	Iteration 13Q: 3 clusters Score -806822.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -806966.500000 Penalty: 2953.472412
	Iteration 14Q: 3 clusters Score -806966.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -807094.437500 Penalty: 2953.472412
	Iteration 15Q: 3 clusters Score -807094.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -807209.437500 Penalty: 2953.472412
	Iteration 16Q: 3 clusters Score -807209.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -807333.562500 Penalty: 2953.472412
	Iteration 17Q: 3 clusters Score -807333.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -807460.250000 Penalty: 2953.472412
	Iteration 18Q: 3 clusters Score -807460.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -807549.687500 Penalty: 2953.472412
	Iteration 19Q: 3 clusters Score -807549.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -807619.875000 Penalty: 2953.472412
	Iteration 20F: 3 clusters Score -807619.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -807669.812500 Penalty: 2953.472412
	Iteration 21Q: 3 clusters Score -807669.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -807716.562500 Penalty: 2953.472412
	Iteration 22Q: 3 clusters Score -807716.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -807753.437500 Penalty: 2953.472412
	Iteration 23Q: 3 clusters Score -807753.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -807783.500000 Penalty: 2953.472412
	Iteration 24Q: 3 clusters Score -807783.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -807804.812500 Penalty: 2953.472412
	Iteration 25Q: 3 clusters Score -807804.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -807821.562500 Penalty: 2953.472412
	Iteration 26Q: 3 clusters Score -807821.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -807835.250000 Penalty: 2953.472412
	Iteration 27Q: 3 clusters Score -807835.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -807847.812500 Penalty: 2953.472412
	Iteration 28Q: 3 clusters Score -807847.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -807861.875000 Penalty: 2953.472412
	Iteration 29Q: 3 clusters Score -807861.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -807872.937500 Penalty: 2953.472412
	Iteration 30Q: 3 clusters Score -807872.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -807884.250000 Penalty: 2953.472412
	Iteration 31Q: 3 clusters Score -807884.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -807893.250000 Penalty: 2953.472412
	Iteration 32Q: 3 clusters Score -807893.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -807901.500000 Penalty: 2953.472412
	Iteration 33Q: 3 clusters Score -807901.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -807902.750000 Penalty: 2953.472412
	Iteration 34Q: 3 clusters Score -807902.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -807904.937500 Penalty: 2953.472412
	Iteration 35Q: 3 clusters Score -807904.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -807908.187500 Penalty: 2953.472412
	Iteration 36Q: 3 clusters Score -807908.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -807911.562500 Penalty: 2953.472412
	Iteration 37Q: 3 clusters Score -807911.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -807915.250000 Penalty: 2953.472412
	Iteration 38Q: 3 clusters Score -807915.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -807916.937500 Penalty: 2953.472412
	Iteration 39Q: 3 clusters Score -807916.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -807917.000000 Penalty: 2953.472412
	Iteration 40F: 3 clusters Score -807917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -807918.812500 Penalty: 2953.472412
	Iteration 41Q: 3 clusters Score -807918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -807922.500000 Penalty: 2953.472412
	Iteration 42Q: 3 clusters Score -807922.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -807922.312500 Penalty: 2953.472412
	Iteration 43Q: 3 clusters Score -807922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -807923.875000 Penalty: 2953.472412
	Iteration 44Q: 3 clusters Score -807923.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -807925.750000 Penalty: 2953.472412
	Iteration 45Q: 3 clusters Score -807925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -807925.500000 Penalty: 2953.472412
	Iteration 46Q: 3 clusters Score -807925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -807926.812500 Penalty: 2953.472412
	Iteration 47Q: 3 clusters Score -807926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -807926.312500 Penalty: 2953.472412
	Iteration 48Q: 3 clusters Score -807926.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -807926.937500 Penalty: 2953.472412
	Iteration 49Q: 3 clusters Score -807926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -807926.937500 Penalty: 2953.472412
	Iteration 50F: 3 clusters Score -807926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Entering Unmasked Estep 
Score: -496948.625000 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -496948.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -492719.500000 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -492719.5 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -493985.000000 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -493985 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -494278.375000 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -494278.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -494541.625000 Penalty: 2793.400879
	Iteration 3F: 3 clusters Score -494541.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -494783.531250 Penalty: 2793.400879
	Iteration 4F: 3 clusters Score -494783.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -495024.343750 Penalty: 2793.400879
	Iteration 5F: 3 clusters Score -495024.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -495222.843750 Penalty: 2793.400879
	Iteration 6F: 3 clusters Score -495222.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -495425.937500 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -495425.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -495627.562500 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -495627.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -495814.875000 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -495814.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -495997.093750 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -495997.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -496122.000000 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -496122 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -496213.656250 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -496213.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -496277.343750 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -496277.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -496335.156250 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -496335.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -496376.593750 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -496376.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -496404.656250 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -496404.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -496432.812500 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -496432.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -496451.031250 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -496451 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -496462.125000 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -496462.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -496469.687500 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -496469.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -496478.000000 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -496478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -496484.281250 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -496484.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -496488.906250 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -496488.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -496493.906250 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -496493.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -496495.593750 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -496495.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -496499.406250 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -496499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -496501.968750 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -496502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -496502.968750 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -496503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -496504.500000 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -496504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -496505.781250 Penalty: 2793.400879
	Iteration 30Q: 3 clusters Score -496505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -496505.781250 Penalty: 2793.400879
	Iteration 31F: 3 clusters Score -496505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1267971.375000 Penalty: 1550.484131
	Iteration 0F: 2 clusters Score -1267971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1258180.750000 Penalty: 3100.968262
	Iteration 0F: 3 clusters Score -1258181 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1261518.625000 Penalty: 3100.968262
	Iteration 1F: 3 clusters Score -1261519 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1261763.125000 Penalty: 3100.968262
	Iteration 2F: 3 clusters Score -1261763 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1261986.500000 Penalty: 3100.968262
	Iteration 3Q: 3 clusters Score -1261986 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1262202.875000 Penalty: 3100.968262
	Iteration 4Q: 3 clusters Score -1262203 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1262457.375000 Penalty: 3100.968262
	Iteration 5Q: 3 clusters Score -1262457 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1262794.750000 Penalty: 3100.968262
	Iteration 6Q: 3 clusters Score -1262795 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1263260.250000 Penalty: 3100.968262
	Iteration 7F: 3 clusters Score -1263260 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1263854.500000 Penalty: 3100.968262
	Iteration 8F: 3 clusters Score -1263854 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1264550.750000 Penalty: 3100.968262
	Iteration 9F: 3 clusters Score -1264551 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1265262.250000 Penalty: 3100.968262
	Iteration 10F: 3 clusters Score -1265262 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1265848.500000 Penalty: 3100.968262
	Iteration 11Q: 3 clusters Score -1265848 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -1266331.375000 Penalty: 3100.968262
	Iteration 12Q: 3 clusters Score -1266331 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1266675.375000 Penalty: 3100.968262
	Iteration 13Q: 3 clusters Score -1266675 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1266827.125000 Penalty: 3100.968262
	Iteration 14Q: 3 clusters Score -1266827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1266886.125000 Penalty: 3100.968262
	Iteration 15Q: 3 clusters Score -1266886 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1266913.250000 Penalty: 3100.968262
	Iteration 16Q: 3 clusters Score -1266913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1266928.500000 Penalty: 3100.968262
	Iteration 17Q: 3 clusters Score -1266928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1266930.875000 Penalty: 3100.968262
	Iteration 18Q: 3 clusters Score -1266931 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1266944.125000 Penalty: 3100.968262
	Iteration 19Q: 3 clusters Score -1266944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1266950.000000 Penalty: 3100.968262
	Iteration 20F: 3 clusters Score -1266950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1266955.125000 Penalty: 3100.968262
	Iteration 21Q: 3 clusters Score -1266955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1266956.750000 Penalty: 3100.968262
	Iteration 22Q: 3 clusters Score -1266957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1266961.375000 Penalty: 3100.968262
	Iteration 23Q: 3 clusters Score -1266961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1266963.625000 Penalty: 3100.968262
	Iteration 24Q: 3 clusters Score -1266964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1266965.125000 Penalty: 3100.968262
	Iteration 25Q: 3 clusters Score -1266965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1266968.125000 Penalty: 3100.968262
	Iteration 26Q: 3 clusters Score -1266968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1266972.125000 Penalty: 3100.968262
	Iteration 27Q: 3 clusters Score -1266972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -1266977.000000 Penalty: 3100.968262
	Iteration 28Q: 3 clusters Score -1266977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -1266977.625000 Penalty: 3100.968262
	Iteration 29Q: 3 clusters Score -1266978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -1266977.875000 Penalty: 3100.968262
	Iteration 30Q: 3 clusters Score -1266978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1266978.625000 Penalty: 3100.968262
	Iteration 31Q: 3 clusters Score -1266979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1266978.625000 Penalty: 3100.968262
	Iteration 32F: 3 clusters Score -1266979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Entering Unmasked Estep 
Score: -4042673.750000 Penalty: 1742.108032
	Iteration 0F: 2 clusters Score -4042674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -4012459.000000 Penalty: 3484.216064
	Iteration 0F: 3 clusters Score -4012459 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4024556.000000 Penalty: 3484.216064
	Iteration 1F: 3 clusters Score -4024556 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -4025380.000000 Penalty: 3484.216064
	Iteration 2Q: 3 clusters Score -4025380 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4026508.500000 Penalty: 3484.216064
	Iteration 3F: 3 clusters Score -4026508 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4028070.000000 Penalty: 3484.216064
	Iteration 4F: 3 clusters Score -4028070 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -4030201.750000 Penalty: 3484.216064
	Iteration 5F: 3 clusters Score -4030202 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35386 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -4032828.000000 Penalty: 3484.216064
	Iteration 6F: 3 clusters Score -4032828 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -4035606.250000 Penalty: 3484.216064
	Iteration 7F: 3 clusters Score -4035606 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -4037785.000000 Penalty: 3484.216064
	Iteration 8F: 3 clusters Score -4037785 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -4039142.250000 Penalty: 3484.216064
	Iteration 9Q: 3 clusters Score -4039142 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4040046.250000 Penalty: 3484.216064
	Iteration 10Q: 3 clusters Score -4040046 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4040590.500000 Penalty: 3484.216064
	Iteration 11Q: 3 clusters Score -4040590 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -4040931.000000 Penalty: 3484.216064
	Iteration 12Q: 3 clusters Score -4040931 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4041126.000000 Penalty: 3484.216064
	Iteration 13Q: 3 clusters Score -4041126 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4041242.500000 Penalty: 3484.216064
	Iteration 14Q: 3 clusters Score -4041242 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4041312.000000 Penalty: 3484.216064
	Iteration 15Q: 3 clusters Score -4041312 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4041351.750000 Penalty: 3484.216064
	Iteration 16Q: 3 clusters Score -4041352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4041385.250000 Penalty: 3484.216064
	Iteration 17Q: 3 clusters Score -4041385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4041402.750000 Penalty: 3484.216064
	Iteration 18Q: 3 clusters Score -4041403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4041419.000000 Penalty: 3484.216064
	Iteration 19Q: 3 clusters Score -4041419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -4041431.250000 Penalty: 3484.216064
	Iteration 20F: 3 clusters Score -4041431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4041433.500000 Penalty: 3484.216064
	Iteration 21Q: 3 clusters Score -4041434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4041436.750000 Penalty: 3484.216064
	Iteration 22Q: 3 clusters Score -4041437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4041435.500000 Penalty: 3484.216064
	Iteration 23Q: 3 clusters Score -4041436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4041439.500000 Penalty: 3484.216064
	Iteration 24Q: 3 clusters Score -4041440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4041443.750000 Penalty: 3484.216064
	Iteration 25Q: 3 clusters Score -4041444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4041444.250000 Penalty: 3484.216064
	Iteration 26Q: 3 clusters Score -4041444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4041443.000000 Penalty: 3484.216064
	Iteration 27Q: 3 clusters Score -4041443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4041444.250000 Penalty: 3484.216064
	Iteration 28Q: 3 clusters Score -4041444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4041445.000000 Penalty: 3484.216064
	Iteration 29Q: 3 clusters Score -4041445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4041447.000000 Penalty: 3484.216064
	Iteration 30Q: 3 clusters Score -4041447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4041446.750000 Penalty: 3484.216064
	Iteration 31Q: 3 clusters Score -4041447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -4041448.250000 Penalty: 3484.216064
	Iteration 32Q: 3 clusters Score -4041448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4041446.750000 Penalty: 3484.216064
	Iteration 33Q: 3 clusters Score -4041447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4041446.250000 Penalty: 3484.216064
	Iteration 34Q: 3 clusters Score -4041446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4041446.250000 Penalty: 3484.216064
	Iteration 35F: 3 clusters Score -4041446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -412370.062500 Penalty: 1373.157227
	Iteration 0F: 2 clusters Score -412370.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -408615.156250 Penalty: 2746.314453
	Iteration 0F: 3 clusters Score -408615.2 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -409591.718750 Penalty: 2746.314453
	Iteration 1F: 3 clusters Score -409591.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -409779.187500 Penalty: 2746.314453
	Iteration 2F: 3 clusters Score -409779.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -409902.781250 Penalty: 2746.314453
	Iteration 3F: 3 clusters Score -409902.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -410007.781250 Penalty: 2746.314453
	Iteration 4Q: 3 clusters Score -410007.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -410103.750000 Penalty: 2746.314453
	Iteration 5Q: 3 clusters Score -410103.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -410189.781250 Penalty: 2746.314453
	Iteration 6Q: 3 clusters Score -410189.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -410272.156250 Penalty: 2746.314453
	Iteration 7Q: 3 clusters Score -410272.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -410332.093750 Penalty: 2746.314453
	Iteration 8Q: 3 clusters Score -410332.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -410385.687500 Penalty: 2746.314453
	Iteration 9Q: 3 clusters Score -410385.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -410430.531250 Penalty: 2746.314453
	Iteration 10Q: 3 clusters Score -410430.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -410471.656250 Penalty: 2746.314453
	Iteration 11Q: 3 clusters Score -410471.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -410512.156250 Penalty: 2746.314453
	Iteration 12Q: 3 clusters Score -410512.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -410541.906250 Penalty: 2746.314453
	Iteration 13Q: 3 clusters Score -410541.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -410571.906250 Penalty: 2746.314453
	Iteration 14Q: 3 clusters Score -410571.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -410603.031250 Penalty: 2746.314453
	Iteration 15Q: 3 clusters Score -410603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -410623.906250 Penalty: 2746.314453
	Iteration 16Q: 3 clusters Score -410623.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -410640.500000 Penalty: 2746.314453
	Iteration 17Q: 3 clusters Score -410640.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -410652.812500 Penalty: 2746.314453
	Iteration 18Q: 3 clusters Score -410652.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -410663.500000 Penalty: 2746.314453
	Iteration 19Q: 3 clusters Score -410663.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -410672.343750 Penalty: 2746.314453
	Iteration 20F: 3 clusters Score -410672.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410678.562500 Penalty: 2746.314453
	Iteration 21Q: 3 clusters Score -410678.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -410684.531250 Penalty: 2746.314453
	Iteration 22Q: 3 clusters Score -410684.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410692.375000 Penalty: 2746.314453
	Iteration 23Q: 3 clusters Score -410692.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -410697.906250 Penalty: 2746.314453
	Iteration 24Q: 3 clusters Score -410697.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -410704.656250 Penalty: 2746.314453
	Iteration 25Q: 3 clusters Score -410704.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -410712.875000 Penalty: 2746.314453
	Iteration 26Q: 3 clusters Score -410712.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -410722.875000 Penalty: 2746.314453
	Iteration 27Q: 3 clusters Score -410722.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -410728.625000 Penalty: 2746.314453
	Iteration 28Q: 3 clusters Score -410728.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -410734.750000 Penalty: 2746.314453
	Iteration 29Q: 3 clusters Score -410734.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -410740.000000 Penalty: 2746.314453
	Iteration 30Q: 3 clusters Score -410740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -410743.250000 Penalty: 2746.314453
	Iteration 31Q: 3 clusters Score -410743.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -410745.156250 Penalty: 2746.314453
	Iteration 32Q: 3 clusters Score -410745.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -410747.125000 Penalty: 2746.314453
	Iteration 33Q: 3 clusters Score -410747.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -410749.906250 Penalty: 2746.314453
	Iteration 34Q: 3 clusters Score -410749.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -410752.406250 Penalty: 2746.314453
	Iteration 35Q: 3 clusters Score -410752.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -410754.593750 Penalty: 2746.314453
	Iteration 36Q: 3 clusters Score -410754.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410756.312500 Penalty: 2746.314453
	Iteration 37Q: 3 clusters Score -410756.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410757.750000 Penalty: 2746.314453
	Iteration 38Q: 3 clusters Score -410757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410759.312500 Penalty: 2746.314453
	Iteration 39Q: 3 clusters Score -410759.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -410759.562500 Penalty: 2746.314453
	Iteration 40F: 3 clusters Score -410759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -410759.250000 Penalty: 2746.314453
	Iteration 41Q: 3 clusters Score -410759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -410759.468750 Penalty: 2746.314453
	Iteration 42Q: 3 clusters Score -410759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -410760.562500 Penalty: 2746.314453
	Iteration 43Q: 3 clusters Score -410760.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -410760.562500 Penalty: 2746.314453
	Iteration 44F: 3 clusters Score -410760.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Entering Unmasked Estep 
Score: -294277.031250 Penalty: 1314.191528
	Iteration 0F: 2 clusters Score -294277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -291391.437500 Penalty: 2628.383057
	Iteration 0F: 3 clusters Score -291391.4 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -292122.593750 Penalty: 2628.383057
	Iteration 1F: 3 clusters Score -292122.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -292249.156250 Penalty: 2628.383057
	Iteration 2F: 3 clusters Score -292249.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -292315.312500 Penalty: 2628.383057
	Iteration 3Q: 3 clusters Score -292315.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -292362.781250 Penalty: 2628.383057
	Iteration 4Q: 3 clusters Score -292362.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -292403.281250 Penalty: 2628.383057
	Iteration 5Q: 3 clusters Score -292403.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -292445.500000 Penalty: 2628.383057
	Iteration 6Q: 3 clusters Score -292445.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -292480.437500 Penalty: 2628.383057
	Iteration 7Q: 3 clusters Score -292480.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -292508.562500 Penalty: 2628.383057
	Iteration 8Q: 3 clusters Score -292508.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -292528.500000 Penalty: 2628.383057
	Iteration 9Q: 3 clusters Score -292528.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -292543.062500 Penalty: 2628.383057
	Iteration 10Q: 3 clusters Score -292543.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -292552.843750 Penalty: 2628.383057
	Iteration 11Q: 3 clusters Score -292552.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -292560.031250 Penalty: 2628.383057
	Iteration 12Q: 3 clusters Score -292560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -292567.156250 Penalty: 2628.383057
	Iteration 13Q: 3 clusters Score -292567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -292575.062500 Penalty: 2628.383057
	Iteration 14Q: 3 clusters Score -292575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292582.406250 Penalty: 2628.383057
	Iteration 15Q: 3 clusters Score -292582.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -292588.406250 Penalty: 2628.383057
	Iteration 16Q: 3 clusters Score -292588.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -292594.625000 Penalty: 2628.383057
	Iteration 17Q: 3 clusters Score -292594.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292599.312500 Penalty: 2628.383057
	Iteration 18Q: 3 clusters Score -292599.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -292606.031250 Penalty: 2628.383057
	Iteration 19Q: 3 clusters Score -292606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292616.375000 Penalty: 2628.383057
	Iteration 20F: 3 clusters Score -292616.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -292624.031250 Penalty: 2628.383057
	Iteration 21Q: 3 clusters Score -292624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -292634.625000 Penalty: 2628.383057
	Iteration 22Q: 3 clusters Score -292634.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -292644.343750 Penalty: 2628.383057
	Iteration 23Q: 3 clusters Score -292644.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -292653.250000 Penalty: 2628.383057
	Iteration 24Q: 3 clusters Score -292653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -292663.000000 Penalty: 2628.383057
	Iteration 25Q: 3 clusters Score -292663 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -292673.031250 Penalty: 2628.383057
	Iteration 26Q: 3 clusters Score -292673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -292684.531250 Penalty: 2628.383057
	Iteration 27Q: 3 clusters Score -292684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -292691.125000 Penalty: 2628.383057
	Iteration 28Q: 3 clusters Score -292691.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -292697.250000 Penalty: 2628.383057
	Iteration 29Q: 3 clusters Score -292697.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -292701.750000 Penalty: 2628.383057
	Iteration 30Q: 3 clusters Score -292701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -292705.968750 Penalty: 2628.383057
	Iteration 31Q: 3 clusters Score -292706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -292709.062500 Penalty: 2628.383057
	Iteration 32Q: 3 clusters Score -292709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -292710.593750 Penalty: 2628.383057
	Iteration 33Q: 3 clusters Score -292710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -292712.250000 Penalty: 2628.383057
	Iteration 34Q: 3 clusters Score -292712.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -292712.687500 Penalty: 2628.383057
	Iteration 35Q: 3 clusters Score -292712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -292713.843750 Penalty: 2628.383057
	Iteration 36Q: 3 clusters Score -292713.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -292714.593750 Penalty: 2628.383057
	Iteration 37Q: 3 clusters Score -292714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -292714.562500 Penalty: 2628.383057
	Iteration 38Q: 3 clusters Score -292714.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -292715.343750 Penalty: 2628.383057
	Iteration 39Q: 3 clusters Score -292715.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -292715.968750 Penalty: 2628.383057
	Iteration 40F: 3 clusters Score -292716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -292717.250000 Penalty: 2628.383057
	Iteration 41Q: 3 clusters Score -292717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -292719.093750 Penalty: 2628.383057
	Iteration 42Q: 3 clusters Score -292719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -292724.500000 Penalty: 2628.383057
	Iteration 43Q: 3 clusters Score -292724.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -292730.062500 Penalty: 2628.383057
	Iteration 44Q: 3 clusters Score -292730.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -292733.281250 Penalty: 2628.383057
	Iteration 45Q: 3 clusters Score -292733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -292736.375000 Penalty: 2628.383057
	Iteration 46Q: 3 clusters Score -292736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -292741.000000 Penalty: 2628.383057
	Iteration 47Q: 3 clusters Score -292741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -292746.656250 Penalty: 2628.383057
	Iteration 48Q: 3 clusters Score -292746.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -292751.343750 Penalty: 2628.383057
	Iteration 49Q: 3 clusters Score -292751.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -292757.468750 Penalty: 2628.383057
	Iteration 50Q: 3 clusters Score -292757.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -292768.656250 Penalty: 2628.383057
	Iteration 51Q: 3 clusters Score -292768.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -292778.187500 Penalty: 2628.383057
	Iteration 52Q: 3 clusters Score -292778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -292786.125000 Penalty: 2628.383057
	Iteration 53Q: 3 clusters Score -292786.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -292797.093750 Penalty: 2628.383057
	Iteration 54Q: 3 clusters Score -292797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -292806.843750 Penalty: 2628.383057
	Iteration 55Q: 3 clusters Score -292806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -292813.531250 Penalty: 2628.383057
	Iteration 56Q: 3 clusters Score -292813.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -292821.562500 Penalty: 2628.383057
	Iteration 57Q: 3 clusters Score -292821.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -292826.062500 Penalty: 2628.383057
	Iteration 58Q: 3 clusters Score -292826.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -292831.000000 Penalty: 2628.383057
	Iteration 59Q: 3 clusters Score -292831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -292834.281250 Penalty: 2628.383057
	Iteration 60F: 3 clusters Score -292834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -292836.718750 Penalty: 2628.383057
	Iteration 61Q: 3 clusters Score -292836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -292843.093750 Penalty: 2628.383057
	Iteration 62Q: 3 clusters Score -292843.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -292847.312500 Penalty: 2628.383057
	Iteration 63Q: 3 clusters Score -292847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -292850.968750 Penalty: 2628.383057
	Iteration 64Q: 3 clusters Score -292851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -292856.312500 Penalty: 2628.383057
	Iteration 65Q: 3 clusters Score -292856.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -292865.937500 Penalty: 2628.383057
	Iteration 66Q: 3 clusters Score -292865.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -292877.968750 Penalty: 2628.383057
	Iteration 67Q: 3 clusters Score -292878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -292889.562500 Penalty: 2628.383057
	Iteration 68Q: 3 clusters Score -292889.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -292902.750000 Penalty: 2628.383057
	Iteration 69Q: 3 clusters Score -292902.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -292912.656250 Penalty: 2628.383057
	Iteration 70Q: 3 clusters Score -292912.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -292926.750000 Penalty: 2628.383057
	Iteration 71Q: 3 clusters Score -292926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -292939.156250 Penalty: 2628.383057
	Iteration 72Q: 3 clusters Score -292939.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -292963.093750 Penalty: 2628.383057
	Iteration 73Q: 3 clusters Score -292963.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -292986.781250 Penalty: 2628.383057
	Iteration 74Q: 3 clusters Score -292986.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293005.781250 Penalty: 2628.383057
	Iteration 75Q: 3 clusters Score -293005.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -293028.875000 Penalty: 2628.383057
	Iteration 76Q: 3 clusters Score -293028.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -293044.062500 Penalty: 2628.383057
	Iteration 77Q: 3 clusters Score -293044.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -293061.062500 Penalty: 2628.383057
	Iteration 78Q: 3 clusters Score -293061.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -293077.906250 Penalty: 2628.383057
	Iteration 79Q: 3 clusters Score -293077.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -293087.687500 Penalty: 2628.383057
	Iteration 80F: 3 clusters Score -293087.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -293098.812500 Penalty: 2628.383057
	Iteration 81Q: 3 clusters Score -293098.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -293107.000000 Penalty: 2628.383057
	Iteration 82Q: 3 clusters Score -293107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -293112.093750 Penalty: 2628.383057
	Iteration 83Q: 3 clusters Score -293112.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -293117.687500 Penalty: 2628.383057
	Iteration 84Q: 3 clusters Score -293117.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -293121.437500 Penalty: 2628.383057
	Iteration 85Q: 3 clusters Score -293121.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -293127.562500 Penalty: 2628.383057
	Iteration 86Q: 3 clusters Score -293127.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -293136.062500 Penalty: 2628.383057
	Iteration 87Q: 3 clusters Score -293136.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -293146.406250 Penalty: 2628.383057
	Iteration 88Q: 3 clusters Score -293146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -293150.500000 Penalty: 2628.383057
	Iteration 89Q: 3 clusters Score -293150.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -293151.062500 Penalty: 2628.383057
	Iteration 90Q: 3 clusters Score -293151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -293153.125000 Penalty: 2628.383057
	Iteration 91Q: 3 clusters Score -293153.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -293156.687500 Penalty: 2628.383057
	Iteration 92Q: 3 clusters Score -293156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -293157.593750 Penalty: 2628.383057
	Iteration 93Q: 3 clusters Score -293157.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -293159.687500 Penalty: 2628.383057
	Iteration 94Q: 3 clusters Score -293159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -293161.281250 Penalty: 2628.383057
	Iteration 95Q: 3 clusters Score -293161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -293162.906250 Penalty: 2628.383057
	Iteration 96Q: 3 clusters Score -293162.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -293163.218750 Penalty: 2628.383057
	Iteration 97Q: 3 clusters Score -293163.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -293163.718750 Penalty: 2628.383057
	Iteration 98Q: 3 clusters Score -293163.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -293163.718750 Penalty: 2628.383057
	Iteration 99F: 3 clusters Score -293163.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Entering Unmasked Estep 
Score: -461022.781250 Penalty: 1396.369385
	Iteration 0F: 2 clusters Score -461022.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -456831.687500 Penalty: 2792.738770
	Iteration 0F: 3 clusters Score -456831.7 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -458280.437500 Penalty: 2792.738770
	Iteration 1F: 3 clusters Score -458280.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -458949.250000 Penalty: 2792.738770
	Iteration 2F: 3 clusters Score -458949.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -459676.718750 Penalty: 2792.738770
	Iteration 3F: 3 clusters Score -459676.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -460322.562500 Penalty: 2792.738770
	Iteration 4F: 3 clusters Score -460322.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -460831.531250 Penalty: 2792.738770
	Iteration 5F: 3 clusters Score -460831.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -461054.781250 Penalty: 2792.738770
	Iteration 6F: 3 clusters Score -461054.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -461145.218750 Penalty: 2792.738770
	Iteration 7Q: 3 clusters Score -461145.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -461190.656250 Penalty: 2792.738770
	Iteration 8Q: 3 clusters Score -461190.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -461222.343750 Penalty: 2792.738770
	Iteration 9Q: 3 clusters Score -461222.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -461240.250000 Penalty: 2792.738770
	Iteration 10Q: 3 clusters Score -461240.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -461255.468750 Penalty: 2792.738770
	Iteration 11Q: 3 clusters Score -461255.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -461265.343750 Penalty: 2792.738770
	Iteration 12Q: 3 clusters Score -461265.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -461269.937500 Penalty: 2792.738770
	Iteration 13Q: 3 clusters Score -461269.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -461274.625000 Penalty: 2792.738770
	Iteration 14Q: 3 clusters Score -461274.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -461277.500000 Penalty: 2792.738770
	Iteration 15Q: 3 clusters Score -461277.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -461282.968750 Penalty: 2792.738770
	Iteration 16Q: 3 clusters Score -461283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -461286.812500 Penalty: 2792.738770
	Iteration 17Q: 3 clusters Score -461286.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -461288.031250 Penalty: 2792.738770
	Iteration 18Q: 3 clusters Score -461288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -461288.968750 Penalty: 2792.738770
	Iteration 19Q: 3 clusters Score -461289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -461291.156250 Penalty: 2792.738770
	Iteration 20F: 3 clusters Score -461291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -461292.062500 Penalty: 2792.738770
	Iteration 21Q: 3 clusters Score -461292.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -461291.812500 Penalty: 2792.738770
	Iteration 22Q: 3 clusters Score -461291.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -461292.218750 Penalty: 2792.738770
	Iteration 23Q: 3 clusters Score -461292.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -461292.437500 Penalty: 2792.738770
	Iteration 24Q: 3 clusters Score -461292.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -461292.656250 Penalty: 2792.738770
	Iteration 25Q: 3 clusters Score -461292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -461292.656250 Penalty: 2792.738770
	Iteration 26F: 3 clusters Score -461292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 3354 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 63010 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 26638 members 
Entering Unmasked Estep 
Score: -24800768.000000 Penalty: 40783.113281
Splitting cluster 8 changes total score from -24800964.000000 to -24800768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (30721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Entering Unmasked Estep 
Score: -2860086.000000 Penalty: 1679.063965
	Iteration 0F: 2 clusters Score -2860086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2839434.500000 Penalty: 3358.127930
	Iteration 0F: 3 clusters Score -2839434 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2847287.500000 Penalty: 3358.127930
	Iteration 1F: 3 clusters Score -2847288 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2847784.250000 Penalty: 3358.127930
	Iteration 2Q: 3 clusters Score -2847784 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2848361.750000 Penalty: 3358.127930
	Iteration 3Q: 3 clusters Score -2848362 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -2849074.750000 Penalty: 3358.127930
	Iteration 4F: 3 clusters Score -2849075 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2850054.500000 Penalty: 3358.127930
	Iteration 5F: 3 clusters Score -2850054 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2851341.250000 Penalty: 3358.127930
	Iteration 6F: 3 clusters Score -2851341 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2853045.750000 Penalty: 3358.127930
	Iteration 7F: 3 clusters Score -2853046 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2854768.000000 Penalty: 3358.127930
	Iteration 8F: 3 clusters Score -2854768 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2856201.250000 Penalty: 3358.127930
	Iteration 9F: 3 clusters Score -2856201 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2857322.000000 Penalty: 3358.127930
	Iteration 10Q: 3 clusters Score -2857322 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -2858129.500000 Penalty: 3358.127930
	Iteration 11Q: 3 clusters Score -2858130 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2858653.750000 Penalty: 3358.127930
	Iteration 12Q: 3 clusters Score -2858654 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2858933.000000 Penalty: 3358.127930
	Iteration 13Q: 3 clusters Score -2858933 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2859080.250000 Penalty: 3358.127930
	Iteration 14Q: 3 clusters Score -2859080 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2859146.750000 Penalty: 3358.127930
	Iteration 15Q: 3 clusters Score -2859147 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2859182.250000 Penalty: 3358.127930
	Iteration 16Q: 3 clusters Score -2859182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2859199.000000 Penalty: 3358.127930
	Iteration 17Q: 3 clusters Score -2859199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2859220.750000 Penalty: 3358.127930
	Iteration 18Q: 3 clusters Score -2859221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2859228.500000 Penalty: 3358.127930
	Iteration 19Q: 3 clusters Score -2859228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2859240.750000 Penalty: 3358.127930
	Iteration 20F: 3 clusters Score -2859241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2859241.750000 Penalty: 3358.127930
	Iteration 21Q: 3 clusters Score -2859242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2859255.750000 Penalty: 3358.127930
	Iteration 22Q: 3 clusters Score -2859256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2859263.500000 Penalty: 3358.127930
	Iteration 23Q: 3 clusters Score -2859264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2859264.500000 Penalty: 3358.127930
	Iteration 24Q: 3 clusters Score -2859264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2859273.500000 Penalty: 3358.127930
	Iteration 25Q: 3 clusters Score -2859274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2859270.250000 Penalty: 3358.127930
	Iteration 26Q: 3 clusters Score -2859270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2859282.000000 Penalty: 3358.127930
	Iteration 27Q: 3 clusters Score -2859282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2859283.000000 Penalty: 3358.127930
	Iteration 28Q: 3 clusters Score -2859283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2859281.000000 Penalty: 3358.127930
	Iteration 29Q: 3 clusters Score -2859281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2859282.750000 Penalty: 3358.127930
	Iteration 30Q: 3 clusters Score -2859283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2859282.250000 Penalty: 3358.127930
	Iteration 31Q: 3 clusters Score -2859282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2859280.250000 Penalty: 3358.127930
	Iteration 32Q: 3 clusters Score -2859280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2859276.750000 Penalty: 3358.127930
	Iteration 33Q: 3 clusters Score -2859277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2859279.750000 Penalty: 3358.127930
	Iteration 34Q: 3 clusters Score -2859280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2859281.750000 Penalty: 3358.127930
	Iteration 35Q: 3 clusters Score -2859282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2859282.750000 Penalty: 3358.127930
	Iteration 36Q: 3 clusters Score -2859283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2859279.750000 Penalty: 3358.127930
	Iteration 37Q: 3 clusters Score -2859280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2859284.500000 Penalty: 3358.127930
	Iteration 38Q: 3 clusters Score -2859284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2859283.750000 Penalty: 3358.127930
	Iteration 39Q: 3 clusters Score -2859284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2859284.750000 Penalty: 3358.127930
	Iteration 40F: 3 clusters Score -2859285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2859285.500000 Penalty: 3358.127930
	Iteration 41Q: 3 clusters Score -2859286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2859288.250000 Penalty: 3358.127930
	Iteration 42Q: 3 clusters Score -2859288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2859283.500000 Penalty: 3358.127930
	Iteration 43Q: 3 clusters Score -2859284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2859287.000000 Penalty: 3358.127930
	Iteration 44Q: 3 clusters Score -2859287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2859281.500000 Penalty: 3358.127930
	Iteration 45Q: 3 clusters Score -2859282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2859283.750000 Penalty: 3358.127930
	Iteration 46Q: 3 clusters Score -2859284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2859284.500000 Penalty: 3358.127930
	Iteration 47Q: 3 clusters Score -2859284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2859287.250000 Penalty: 3358.127930
	Iteration 48Q: 3 clusters Score -2859287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2859288.750000 Penalty: 3358.127930
	Iteration 49Q: 3 clusters Score -2859289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2859292.000000 Penalty: 3358.127930
	Iteration 50Q: 3 clusters Score -2859292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2859295.750000 Penalty: 3358.127930
	Iteration 51Q: 3 clusters Score -2859296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2859299.000000 Penalty: 3358.127930
	Iteration 52Q: 3 clusters Score -2859299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2859296.500000 Penalty: 3358.127930
	Iteration 53Q: 3 clusters Score -2859296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2859297.000000 Penalty: 3358.127930
	Iteration 54Q: 3 clusters Score -2859297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2859296.250000 Penalty: 3358.127930
	Iteration 55Q: 3 clusters Score -2859296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29305 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2859296.250000 Penalty: 3358.127930
	Iteration 56F: 3 clusters Score -2859296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Entering Unmasked Estep 
Score: -376191.125000 Penalty: 1373.122437
	Iteration 0F: 2 clusters Score -376191.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -372429.937500 Penalty: 2746.244873
	Iteration 0F: 3 clusters Score -372429.9 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -373682.906250 Penalty: 2746.244873
	Iteration 1F: 3 clusters Score -373682.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -374126.718750 Penalty: 2746.244873
	Iteration 2F: 3 clusters Score -374126.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -374445.218750 Penalty: 2746.244873
	Iteration 3F: 3 clusters Score -374445.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -374698.187500 Penalty: 2746.244873
	Iteration 4F: 3 clusters Score -374698.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -374945.843750 Penalty: 2746.244873
	Iteration 5F: 3 clusters Score -374945.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -375150.968750 Penalty: 2746.244873
	Iteration 6Q: 3 clusters Score -375151 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -375299.656250 Penalty: 2746.244873
	Iteration 7Q: 3 clusters Score -375299.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -375408.562500 Penalty: 2746.244873
	Iteration 8Q: 3 clusters Score -375408.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -375501.562500 Penalty: 2746.244873
	Iteration 9Q: 3 clusters Score -375501.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -375578.593750 Penalty: 2746.244873
	Iteration 10Q: 3 clusters Score -375578.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -375621.281250 Penalty: 2746.244873
	Iteration 11Q: 3 clusters Score -375621.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -375649.218750 Penalty: 2746.244873
	Iteration 12Q: 3 clusters Score -375649.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -375670.000000 Penalty: 2746.244873
	Iteration 13Q: 3 clusters Score -375670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -375687.062500 Penalty: 2746.244873
	Iteration 14Q: 3 clusters Score -375687.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -375698.375000 Penalty: 2746.244873
	Iteration 15Q: 3 clusters Score -375698.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -375706.468750 Penalty: 2746.244873
	Iteration 16Q: 3 clusters Score -375706.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -375712.781250 Penalty: 2746.244873
	Iteration 17Q: 3 clusters Score -375712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -375715.500000 Penalty: 2746.244873
	Iteration 18Q: 3 clusters Score -375715.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -375716.843750 Penalty: 2746.244873
	Iteration 19Q: 3 clusters Score -375716.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -375719.500000 Penalty: 2746.244873
	Iteration 20F: 3 clusters Score -375719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -375722.625000 Penalty: 2746.244873
	Iteration 21Q: 3 clusters Score -375722.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -375725.312500 Penalty: 2746.244873
	Iteration 22Q: 3 clusters Score -375725.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -375727.687500 Penalty: 2746.244873
	Iteration 23Q: 3 clusters Score -375727.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -375729.156250 Penalty: 2746.244873
	Iteration 24Q: 3 clusters Score -375729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -375731.656250 Penalty: 2746.244873
	Iteration 25Q: 3 clusters Score -375731.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -375735.312500 Penalty: 2746.244873
	Iteration 26Q: 3 clusters Score -375735.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -375742.843750 Penalty: 2746.244873
	Iteration 27Q: 3 clusters Score -375742.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -375748.000000 Penalty: 2746.244873
	Iteration 28Q: 3 clusters Score -375748 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -375751.812500 Penalty: 2746.244873
	Iteration 29Q: 3 clusters Score -375751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -375754.531250 Penalty: 2746.244873
	Iteration 30Q: 3 clusters Score -375754.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -375758.343750 Penalty: 2746.244873
	Iteration 31Q: 3 clusters Score -375758.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -375763.625000 Penalty: 2746.244873
	Iteration 32Q: 3 clusters Score -375763.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -375767.531250 Penalty: 2746.244873
	Iteration 33Q: 3 clusters Score -375767.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -375771.812500 Penalty: 2746.244873
	Iteration 34Q: 3 clusters Score -375771.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -375776.937500 Penalty: 2746.244873
	Iteration 35Q: 3 clusters Score -375776.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -375779.156250 Penalty: 2746.244873
	Iteration 36Q: 3 clusters Score -375779.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -375781.250000 Penalty: 2746.244873
	Iteration 37Q: 3 clusters Score -375781.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -375785.781250 Penalty: 2746.244873
	Iteration 38Q: 3 clusters Score -375785.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -375789.250000 Penalty: 2746.244873
	Iteration 39Q: 3 clusters Score -375789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -375792.812500 Penalty: 2746.244873
	Iteration 40F: 3 clusters Score -375792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -375798.343750 Penalty: 2746.244873
	Iteration 41Q: 3 clusters Score -375798.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -375803.000000 Penalty: 2746.244873
	Iteration 42Q: 3 clusters Score -375803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -375806.343750 Penalty: 2746.244873
	Iteration 43Q: 3 clusters Score -375806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -375810.937500 Penalty: 2746.244873
	Iteration 44Q: 3 clusters Score -375810.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -375816.125000 Penalty: 2746.244873
	Iteration 45Q: 3 clusters Score -375816.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -375819.218750 Penalty: 2746.244873
	Iteration 46Q: 3 clusters Score -375819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -375822.656250 Penalty: 2746.244873
	Iteration 47Q: 3 clusters Score -375822.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -375824.781250 Penalty: 2746.244873
	Iteration 48Q: 3 clusters Score -375824.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -375826.375000 Penalty: 2746.244873
	Iteration 49Q: 3 clusters Score -375826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -375829.000000 Penalty: 2746.244873
	Iteration 50Q: 3 clusters Score -375829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -375831.375000 Penalty: 2746.244873
	Iteration 51Q: 3 clusters Score -375831.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -375836.750000 Penalty: 2746.244873
	Iteration 52Q: 3 clusters Score -375836.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -375842.812500 Penalty: 2746.244873
	Iteration 53Q: 3 clusters Score -375842.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -375847.125000 Penalty: 2746.244873
	Iteration 54Q: 3 clusters Score -375847.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -375851.062500 Penalty: 2746.244873
	Iteration 55Q: 3 clusters Score -375851.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -375856.500000 Penalty: 2746.244873
	Iteration 56Q: 3 clusters Score -375856.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -375860.593750 Penalty: 2746.244873
	Iteration 57Q: 3 clusters Score -375860.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -375867.812500 Penalty: 2746.244873
	Iteration 58Q: 3 clusters Score -375867.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -375873.500000 Penalty: 2746.244873
	Iteration 59Q: 3 clusters Score -375873.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -375879.625000 Penalty: 2746.244873
	Iteration 60F: 3 clusters Score -375879.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -375885.312500 Penalty: 2746.244873
	Iteration 61Q: 3 clusters Score -375885.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -375892.156250 Penalty: 2746.244873
	Iteration 62Q: 3 clusters Score -375892.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -375899.312500 Penalty: 2746.244873
	Iteration 63Q: 3 clusters Score -375899.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -375907.281250 Penalty: 2746.244873
	Iteration 64Q: 3 clusters Score -375907.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -375913.531250 Penalty: 2746.244873
	Iteration 65Q: 3 clusters Score -375913.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -375920.093750 Penalty: 2746.244873
	Iteration 66Q: 3 clusters Score -375920.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -375923.812500 Penalty: 2746.244873
	Iteration 67Q: 3 clusters Score -375923.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -375928.187500 Penalty: 2746.244873
	Iteration 68Q: 3 clusters Score -375928.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -375931.656250 Penalty: 2746.244873
	Iteration 69Q: 3 clusters Score -375931.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -375937.250000 Penalty: 2746.244873
	Iteration 70Q: 3 clusters Score -375937.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -375945.843750 Penalty: 2746.244873
	Iteration 71Q: 3 clusters Score -375945.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -375960.437500 Penalty: 2746.244873
	Iteration 72Q: 3 clusters Score -375960.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -375974.156250 Penalty: 2746.244873
	Iteration 73Q: 3 clusters Score -375974.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -375983.250000 Penalty: 2746.244873
	Iteration 74Q: 3 clusters Score -375983.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -375988.281250 Penalty: 2746.244873
	Iteration 75Q: 3 clusters Score -375988.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -375992.187500 Penalty: 2746.244873
	Iteration 76Q: 3 clusters Score -375992.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -375996.843750 Penalty: 2746.244873
	Iteration 77Q: 3 clusters Score -375996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -375998.843750 Penalty: 2746.244873
	Iteration 78Q: 3 clusters Score -375998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -376000.375000 Penalty: 2746.244873
	Iteration 79Q: 3 clusters Score -376000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -376002.156250 Penalty: 2746.244873
	Iteration 80F: 3 clusters Score -376002.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -376004.281250 Penalty: 2746.244873
	Iteration 81Q: 3 clusters Score -376004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -376004.781250 Penalty: 2746.244873
	Iteration 82Q: 3 clusters Score -376004.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -376005.593750 Penalty: 2746.244873
	Iteration 83Q: 3 clusters Score -376005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -376006.687500 Penalty: 2746.244873
	Iteration 84Q: 3 clusters Score -376006.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -376006.281250 Penalty: 2746.244873
	Iteration 85Q: 3 clusters Score -376006.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -376006.281250 Penalty: 2746.244873
	Iteration 86F: 3 clusters Score -376006.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -215111.281250 Penalty: 1267.526489
	Iteration 0F: 2 clusters Score -215111.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -212700.765625 Penalty: 2535.052979
	Iteration 0F: 3 clusters Score -212700.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -213233.718750 Penalty: 2535.052979
	Iteration 1F: 3 clusters Score -213233.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -213364.609375 Penalty: 2535.052979
	Iteration 2F: 3 clusters Score -213364.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -213441.234375 Penalty: 2535.052979
	Iteration 3Q: 3 clusters Score -213441.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -213484.937500 Penalty: 2535.052979
	Iteration 4Q: 3 clusters Score -213484.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -213518.625000 Penalty: 2535.052979
	Iteration 5Q: 3 clusters Score -213518.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -213537.078125 Penalty: 2535.052979
	Iteration 6Q: 3 clusters Score -213537.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -213556.562500 Penalty: 2535.052979
	Iteration 7Q: 3 clusters Score -213556.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -213574.109375 Penalty: 2535.052979
	Iteration 8Q: 3 clusters Score -213574.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -213586.296875 Penalty: 2535.052979
	Iteration 9Q: 3 clusters Score -213586.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -213601.015625 Penalty: 2535.052979
	Iteration 10Q: 3 clusters Score -213601 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -213614.062500 Penalty: 2535.052979
	Iteration 11Q: 3 clusters Score -213614.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -213626.359375 Penalty: 2535.052979
	Iteration 12Q: 3 clusters Score -213626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -213634.171875 Penalty: 2535.052979
	Iteration 13Q: 3 clusters Score -213634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -213640.796875 Penalty: 2535.052979
	Iteration 14Q: 3 clusters Score -213640.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213651.484375 Penalty: 2535.052979
	Iteration 15Q: 3 clusters Score -213651.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -213661.734375 Penalty: 2535.052979
	Iteration 16Q: 3 clusters Score -213661.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213668.500000 Penalty: 2535.052979
	Iteration 17Q: 3 clusters Score -213668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213673.734375 Penalty: 2535.052979
	Iteration 18Q: 3 clusters Score -213673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -213681.750000 Penalty: 2535.052979
	Iteration 19Q: 3 clusters Score -213681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213686.687500 Penalty: 2535.052979
	Iteration 20F: 3 clusters Score -213686.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213690.578125 Penalty: 2535.052979
	Iteration 21Q: 3 clusters Score -213690.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213694.078125 Penalty: 2535.052979
	Iteration 22Q: 3 clusters Score -213694.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -213698.890625 Penalty: 2535.052979
	Iteration 23Q: 3 clusters Score -213698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -213702.281250 Penalty: 2535.052979
	Iteration 24Q: 3 clusters Score -213702.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213703.812500 Penalty: 2535.052979
	Iteration 25Q: 3 clusters Score -213703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -213707.437500 Penalty: 2535.052979
	Iteration 26Q: 3 clusters Score -213707.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213711.546875 Penalty: 2535.052979
	Iteration 27Q: 3 clusters Score -213711.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -213714.078125 Penalty: 2535.052979
	Iteration 28Q: 3 clusters Score -213714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -213716.390625 Penalty: 2535.052979
	Iteration 29Q: 3 clusters Score -213716.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213718.343750 Penalty: 2535.052979
	Iteration 30Q: 3 clusters Score -213718.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -213720.140625 Penalty: 2535.052979
	Iteration 31Q: 3 clusters Score -213720.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -213721.421875 Penalty: 2535.052979
	Iteration 32Q: 3 clusters Score -213721.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -213722.343750 Penalty: 2535.052979
	Iteration 33Q: 3 clusters Score -213722.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -213723.609375 Penalty: 2535.052979
	Iteration 34Q: 3 clusters Score -213723.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213725.171875 Penalty: 2535.052979
	Iteration 35Q: 3 clusters Score -213725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -213727.593750 Penalty: 2535.052979
	Iteration 36Q: 3 clusters Score -213727.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213729.718750 Penalty: 2535.052979
	Iteration 37Q: 3 clusters Score -213729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213731.000000 Penalty: 2535.052979
	Iteration 38Q: 3 clusters Score -213731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -213732.234375 Penalty: 2535.052979
	Iteration 39Q: 3 clusters Score -213732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -213733.453125 Penalty: 2535.052979
	Iteration 40F: 3 clusters Score -213733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -213735.593750 Penalty: 2535.052979
	Iteration 41Q: 3 clusters Score -213735.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -213736.359375 Penalty: 2535.052979
	Iteration 42Q: 3 clusters Score -213736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213737.328125 Penalty: 2535.052979
	Iteration 43Q: 3 clusters Score -213737.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -213738.734375 Penalty: 2535.052979
	Iteration 44Q: 3 clusters Score -213738.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213738.781250 Penalty: 2535.052979
	Iteration 45Q: 3 clusters Score -213738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -213739.390625 Penalty: 2535.052979
	Iteration 46Q: 3 clusters Score -213739.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213739.828125 Penalty: 2535.052979
	Iteration 47Q: 3 clusters Score -213739.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -213739.828125 Penalty: 2535.052979
	Iteration 48F: 3 clusters Score -213739.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Entering Unmasked Estep 
Score: -5859336.500000 Penalty: 1795.795288
	Iteration 0F: 2 clusters Score -5859336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -5817435.000000 Penalty: 3591.590576
	Iteration 0F: 3 clusters Score -5817435 nChanged 29802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -5835084.000000 Penalty: 3591.590576
	Iteration 1F: 3 clusters Score -5835084 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5836342.000000 Penalty: 3591.590576
	Iteration 2Q: 3 clusters Score -5836342 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -5838071.500000 Penalty: 3591.590576
	Iteration 3F: 3 clusters Score -5838072 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -5840517.000000 Penalty: 3591.590576
	Iteration 4F: 3 clusters Score -5840517 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -5843530.000000 Penalty: 3591.590576
	Iteration 5F: 3 clusters Score -5843530 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5846978.000000 Penalty: 3591.590576
	Iteration 6F: 3 clusters Score -5846978 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -5850283.500000 Penalty: 3591.590576
	Iteration 7F: 3 clusters Score -5850284 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57024 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5853036.500000 Penalty: 3591.590576
	Iteration 8Q: 3 clusters Score -5853036 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58972 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5854992.000000 Penalty: 3591.590576
	Iteration 9Q: 3 clusters Score -5854992 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60141 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -5856324.500000 Penalty: 3591.590576
	Iteration 10Q: 3 clusters Score -5856324 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60677 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5857094.500000 Penalty: 3591.590576
	Iteration 11Q: 3 clusters Score -5857094 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60912 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5857484.500000 Penalty: 3591.590576
	Iteration 12Q: 3 clusters Score -5857484 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61067 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5857658.000000 Penalty: 3591.590576
	Iteration 13Q: 3 clusters Score -5857658 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61166 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5857762.500000 Penalty: 3591.590576
	Iteration 14Q: 3 clusters Score -5857762 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5857810.500000 Penalty: 3591.590576
	Iteration 15Q: 3 clusters Score -5857810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61336 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5857852.000000 Penalty: 3591.590576
	Iteration 16Q: 3 clusters Score -5857852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61395 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5857885.500000 Penalty: 3591.590576
	Iteration 17Q: 3 clusters Score -5857886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61447 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5857906.000000 Penalty: 3591.590576
	Iteration 18Q: 3 clusters Score -5857906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61499 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5857921.000000 Penalty: 3591.590576
	Iteration 19Q: 3 clusters Score -5857921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61533 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -5857941.000000 Penalty: 3591.590576
	Iteration 20F: 3 clusters Score -5857941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61563 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5857948.000000 Penalty: 3591.590576
	Iteration 21Q: 3 clusters Score -5857948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61584 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -5857967.000000 Penalty: 3591.590576
	Iteration 22Q: 3 clusters Score -5857967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61600 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5857966.000000 Penalty: 3591.590576
	Iteration 23Q: 3 clusters Score -5857966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5857965.500000 Penalty: 3591.590576
	Iteration 24Q: 3 clusters Score -5857966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5857966.000000 Penalty: 3591.590576
	Iteration 25Q: 3 clusters Score -5857966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61641 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -5857963.500000 Penalty: 3591.590576
	Iteration 26Q: 3 clusters Score -5857964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61648 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5857968.000000 Penalty: 3591.590576
	Iteration 27Q: 3 clusters Score -5857968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61649 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -5857975.000000 Penalty: 3591.590576
	Iteration 28Q: 3 clusters Score -5857975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -5857971.500000 Penalty: 3591.590576
	Iteration 29Q: 3 clusters Score -5857972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61665 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5857973.500000 Penalty: 3591.590576
	Iteration 30Q: 3 clusters Score -5857974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61677 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5857976.000000 Penalty: 3591.590576
	Iteration 31Q: 3 clusters Score -5857976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5857989.000000 Penalty: 3591.590576
	Iteration 32Q: 3 clusters Score -5857989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61694 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -5857989.000000 Penalty: 3591.590576
	Iteration 33Q: 3 clusters Score -5857989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5857989.000000 Penalty: 3591.590576
	Iteration 34Q: 3 clusters Score -5857989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61704 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5857995.500000 Penalty: 3591.590576
	Iteration 35Q: 3 clusters Score -5857996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -5857991.500000 Penalty: 3591.590576
	Iteration 36Q: 3 clusters Score -5857992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61714 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5857991.500000 Penalty: 3591.590576
	Iteration 37Q: 3 clusters Score -5857992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61718 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -5857987.500000 Penalty: 3591.590576
	Iteration 38Q: 3 clusters Score -5857988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -5857997.500000 Penalty: 3591.590576
	Iteration 39Q: 3 clusters Score -5857998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61726 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5858000.500000 Penalty: 3591.590576
	Iteration 40F: 3 clusters Score -5858000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5857991.000000 Penalty: 3591.590576
	Iteration 41Q: 3 clusters Score -5857991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61729 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5857992.500000 Penalty: 3591.590576
	Iteration 42Q: 3 clusters Score -5857992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61735 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5857989.500000 Penalty: 3591.590576
	Iteration 43Q: 3 clusters Score -5857990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5857982.500000 Penalty: 3591.590576
	Iteration 44Q: 3 clusters Score -5857982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -5857992.500000 Penalty: 3591.590576
	Iteration 45Q: 3 clusters Score -5857992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61748 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -5857990.000000 Penalty: 3591.590576
	Iteration 46Q: 3 clusters Score -5857990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61750 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5857993.500000 Penalty: 3591.590576
	Iteration 47Q: 3 clusters Score -5857994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61752 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5857994.000000 Penalty: 3591.590576
	Iteration 48Q: 3 clusters Score -5857994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61753 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -5857990.000000 Penalty: 3591.590576
	Iteration 49Q: 3 clusters Score -5857990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5857987.500000 Penalty: 3591.590576
	Iteration 50Q: 3 clusters Score -5857988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61754 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5857987.500000 Penalty: 3591.590576
	Iteration 51F: 3 clusters Score -5857988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Entering Unmasked Estep 
Score: -1391404.750000 Penalty: 1570.280029
	Iteration 0F: 2 clusters Score -1391405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1380548.500000 Penalty: 3140.560059
	Iteration 0F: 3 clusters Score -1380548 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1384478.125000 Penalty: 3140.560059
	Iteration 1F: 3 clusters Score -1384478 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1384885.875000 Penalty: 3140.560059
	Iteration 2F: 3 clusters Score -1384886 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1385309.000000 Penalty: 3140.560059
	Iteration 3F: 3 clusters Score -1385309 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1385734.250000 Penalty: 3140.560059
	Iteration 4F: 3 clusters Score -1385734 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1386162.875000 Penalty: 3140.560059
	Iteration 5Q: 3 clusters Score -1386163 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1386548.500000 Penalty: 3140.560059
	Iteration 6Q: 3 clusters Score -1386548 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1386859.375000 Penalty: 3140.560059
	Iteration 7Q: 3 clusters Score -1386859 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1387125.500000 Penalty: 3140.560059
	Iteration 8Q: 3 clusters Score -1387126 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1387409.625000 Penalty: 3140.560059
	Iteration 9Q: 3 clusters Score -1387410 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1387689.625000 Penalty: 3140.560059
	Iteration 10Q: 3 clusters Score -1387690 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1387942.375000 Penalty: 3140.560059
	Iteration 11Q: 3 clusters Score -1387942 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1388192.875000 Penalty: 3140.560059
	Iteration 12Q: 3 clusters Score -1388193 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1388448.750000 Penalty: 3140.560059
	Iteration 13Q: 3 clusters Score -1388449 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1388755.250000 Penalty: 3140.560059
	Iteration 14Q: 3 clusters Score -1388755 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -1389043.125000 Penalty: 3140.560059
	Iteration 15Q: 3 clusters Score -1389043 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1389279.500000 Penalty: 3140.560059
	Iteration 16Q: 3 clusters Score -1389280 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -1389483.625000 Penalty: 3140.560059
	Iteration 17Q: 3 clusters Score -1389484 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1389626.750000 Penalty: 3140.560059
	Iteration 18Q: 3 clusters Score -1389627 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1389727.250000 Penalty: 3140.560059
	Iteration 19Q: 3 clusters Score -1389727 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1389811.500000 Penalty: 3140.560059
	Iteration 20F: 3 clusters Score -1389812 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1389866.250000 Penalty: 3140.560059
	Iteration 21Q: 3 clusters Score -1389866 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1389899.000000 Penalty: 3140.560059
	Iteration 22Q: 3 clusters Score -1389899 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1389929.125000 Penalty: 3140.560059
	Iteration 23Q: 3 clusters Score -1389929 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1389967.125000 Penalty: 3140.560059
	Iteration 24Q: 3 clusters Score -1389967 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1389995.375000 Penalty: 3140.560059
	Iteration 25Q: 3 clusters Score -1389995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1390023.375000 Penalty: 3140.560059
	Iteration 26Q: 3 clusters Score -1390023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1390035.250000 Penalty: 3140.560059
	Iteration 27Q: 3 clusters Score -1390035 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1390058.125000 Penalty: 3140.560059
	Iteration 28Q: 3 clusters Score -1390058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1390072.000000 Penalty: 3140.560059
	Iteration 29Q: 3 clusters Score -1390072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1390084.125000 Penalty: 3140.560059
	Iteration 30Q: 3 clusters Score -1390084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1390092.375000 Penalty: 3140.560059
	Iteration 31Q: 3 clusters Score -1390092 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1390103.875000 Penalty: 3140.560059
	Iteration 32Q: 3 clusters Score -1390104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1390115.625000 Penalty: 3140.560059
	Iteration 33Q: 3 clusters Score -1390116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1390125.000000 Penalty: 3140.560059
	Iteration 34Q: 3 clusters Score -1390125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -1390125.875000 Penalty: 3140.560059
	Iteration 35Q: 3 clusters Score -1390126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -1390131.000000 Penalty: 3140.560059
	Iteration 36Q: 3 clusters Score -1390131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -1390136.625000 Penalty: 3140.560059
	Iteration 37Q: 3 clusters Score -1390137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1390144.625000 Penalty: 3140.560059
	Iteration 38Q: 3 clusters Score -1390145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -1390154.250000 Penalty: 3140.560059
	Iteration 39Q: 3 clusters Score -1390154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1390159.375000 Penalty: 3140.560059
	Iteration 40F: 3 clusters Score -1390159 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1390164.875000 Penalty: 3140.560059
	Iteration 41Q: 3 clusters Score -1390165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1390169.125000 Penalty: 3140.560059
	Iteration 42Q: 3 clusters Score -1390169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1390177.000000 Penalty: 3140.560059
	Iteration 43Q: 3 clusters Score -1390177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1390185.875000 Penalty: 3140.560059
	Iteration 44Q: 3 clusters Score -1390186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1390194.500000 Penalty: 3140.560059
	Iteration 45Q: 3 clusters Score -1390194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1390209.375000 Penalty: 3140.560059
	Iteration 46Q: 3 clusters Score -1390209 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1390225.500000 Penalty: 3140.560059
	Iteration 47Q: 3 clusters Score -1390226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1390240.750000 Penalty: 3140.560059
	Iteration 48Q: 3 clusters Score -1390241 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1390268.875000 Penalty: 3140.560059
	Iteration 49Q: 3 clusters Score -1390269 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1390298.750000 Penalty: 3140.560059
	Iteration 50Q: 3 clusters Score -1390299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -1390323.500000 Penalty: 3140.560059
	Iteration 51Q: 3 clusters Score -1390324 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -1390353.375000 Penalty: 3140.560059
	Iteration 52Q: 3 clusters Score -1390353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1390369.625000 Penalty: 3140.560059
	Iteration 53Q: 3 clusters Score -1390370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1390383.000000 Penalty: 3140.560059
	Iteration 54Q: 3 clusters Score -1390383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1390410.625000 Penalty: 3140.560059
	Iteration 55Q: 3 clusters Score -1390411 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1390444.250000 Penalty: 3140.560059
	Iteration 56Q: 3 clusters Score -1390444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1390480.750000 Penalty: 3140.560059
	Iteration 57Q: 3 clusters Score -1390481 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1390514.375000 Penalty: 3140.560059
	Iteration 58Q: 3 clusters Score -1390514 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1390545.000000 Penalty: 3140.560059
	Iteration 59Q: 3 clusters Score -1390545 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1390567.000000 Penalty: 3140.560059
	Iteration 60F: 3 clusters Score -1390567 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1390586.625000 Penalty: 3140.560059
	Iteration 61Q: 3 clusters Score -1390587 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1390604.625000 Penalty: 3140.560059
	Iteration 62Q: 3 clusters Score -1390605 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1390621.250000 Penalty: 3140.560059
	Iteration 63Q: 3 clusters Score -1390621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -1390637.625000 Penalty: 3140.560059
	Iteration 64Q: 3 clusters Score -1390638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1390644.125000 Penalty: 3140.560059
	Iteration 65Q: 3 clusters Score -1390644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1390650.500000 Penalty: 3140.560059
	Iteration 66Q: 3 clusters Score -1390650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1390657.625000 Penalty: 3140.560059
	Iteration 67Q: 3 clusters Score -1390658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1390668.250000 Penalty: 3140.560059
	Iteration 68Q: 3 clusters Score -1390668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1390669.750000 Penalty: 3140.560059
	Iteration 69Q: 3 clusters Score -1390670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1390680.375000 Penalty: 3140.560059
	Iteration 70Q: 3 clusters Score -1390680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1390683.125000 Penalty: 3140.560059
	Iteration 71Q: 3 clusters Score -1390683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1390686.250000 Penalty: 3140.560059
	Iteration 72Q: 3 clusters Score -1390686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1390684.750000 Penalty: 3140.560059
	Iteration 73Q: 3 clusters Score -1390685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1390687.250000 Penalty: 3140.560059
	Iteration 74Q: 3 clusters Score -1390687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1390688.625000 Penalty: 3140.560059
	Iteration 75Q: 3 clusters Score -1390689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1390688.250000 Penalty: 3140.560059
	Iteration 76Q: 3 clusters Score -1390688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1390688.250000 Penalty: 3140.560059
	Iteration 77Q: 3 clusters Score -1390688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1390690.000000 Penalty: 3140.560059
	Iteration 78Q: 3 clusters Score -1390690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1390690.125000 Penalty: 3140.560059
	Iteration 79Q: 3 clusters Score -1390690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1390690.125000 Penalty: 3140.560059
	Iteration 80F: 3 clusters Score -1390690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Entering Unmasked Estep 
Score: -1612721.375000 Penalty: 1593.454712
	Iteration 0F: 2 clusters Score -1612721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1600296.375000 Penalty: 3186.909424
	Iteration 0F: 3 clusters Score -1600296 nChanged 8146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1604637.250000 Penalty: 3186.909424
	Iteration 1F: 3 clusters Score -1604637 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1605233.750000 Penalty: 3186.909424
	Iteration 2F: 3 clusters Score -1605234 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1606107.250000 Penalty: 3186.909424
	Iteration 3F: 3 clusters Score -1606107 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1606953.875000 Penalty: 3186.909424
	Iteration 4F: 3 clusters Score -1606954 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1607624.250000 Penalty: 3186.909424
	Iteration 5F: 3 clusters Score -1607624 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1608236.000000 Penalty: 3186.909424
	Iteration 6F: 3 clusters Score -1608236 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1608847.000000 Penalty: 3186.909424
	Iteration 7F: 3 clusters Score -1608847 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1609359.125000 Penalty: 3186.909424
	Iteration 8F: 3 clusters Score -1609359 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1609738.375000 Penalty: 3186.909424
	Iteration 9Q: 3 clusters Score -1609738 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1610028.375000 Penalty: 3186.909424
	Iteration 10Q: 3 clusters Score -1610028 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1610230.125000 Penalty: 3186.909424
	Iteration 11Q: 3 clusters Score -1610230 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1610394.625000 Penalty: 3186.909424
	Iteration 12Q: 3 clusters Score -1610395 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1610534.375000 Penalty: 3186.909424
	Iteration 13Q: 3 clusters Score -1610534 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1610667.250000 Penalty: 3186.909424
	Iteration 14Q: 3 clusters Score -1610667 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1610796.625000 Penalty: 3186.909424
	Iteration 15Q: 3 clusters Score -1610797 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -1610934.250000 Penalty: 3186.909424
	Iteration 16Q: 3 clusters Score -1610934 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1611060.500000 Penalty: 3186.909424
	Iteration 17Q: 3 clusters Score -1611060 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1611192.375000 Penalty: 3186.909424
	Iteration 18Q: 3 clusters Score -1611192 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -1611302.750000 Penalty: 3186.909424
	Iteration 19Q: 3 clusters Score -1611303 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1611397.250000 Penalty: 3186.909424
	Iteration 20F: 3 clusters Score -1611397 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -1611486.875000 Penalty: 3186.909424
	Iteration 21Q: 3 clusters Score -1611487 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1611552.250000 Penalty: 3186.909424
	Iteration 22Q: 3 clusters Score -1611552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1611611.250000 Penalty: 3186.909424
	Iteration 23Q: 3 clusters Score -1611611 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1611670.000000 Penalty: 3186.909424
	Iteration 24Q: 3 clusters Score -1611670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -1611709.125000 Penalty: 3186.909424
	Iteration 25Q: 3 clusters Score -1611709 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1611758.875000 Penalty: 3186.909424
	Iteration 26Q: 3 clusters Score -1611759 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1611796.000000 Penalty: 3186.909424
	Iteration 27Q: 3 clusters Score -1611796 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1611837.875000 Penalty: 3186.909424
	Iteration 28Q: 3 clusters Score -1611838 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1611862.875000 Penalty: 3186.909424
	Iteration 29Q: 3 clusters Score -1611863 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1611890.375000 Penalty: 3186.909424
	Iteration 30Q: 3 clusters Score -1611890 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1611906.875000 Penalty: 3186.909424
	Iteration 31Q: 3 clusters Score -1611907 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -1611934.750000 Penalty: 3186.909424
	Iteration 32Q: 3 clusters Score -1611935 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -1611962.625000 Penalty: 3186.909424
	Iteration 33Q: 3 clusters Score -1611963 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1611997.750000 Penalty: 3186.909424
	Iteration 34Q: 3 clusters Score -1611998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1612027.625000 Penalty: 3186.909424
	Iteration 35Q: 3 clusters Score -1612028 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1612063.375000 Penalty: 3186.909424
	Iteration 36Q: 3 clusters Score -1612063 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1612100.500000 Penalty: 3186.909424
	Iteration 37Q: 3 clusters Score -1612100 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1612128.750000 Penalty: 3186.909424
	Iteration 38Q: 3 clusters Score -1612129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1612156.875000 Penalty: 3186.909424
	Iteration 39Q: 3 clusters Score -1612157 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1612196.625000 Penalty: 3186.909424
	Iteration 40F: 3 clusters Score -1612197 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1612231.500000 Penalty: 3186.909424
	Iteration 41Q: 3 clusters Score -1612232 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -1612270.125000 Penalty: 3186.909424
	Iteration 42Q: 3 clusters Score -1612270 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1612309.000000 Penalty: 3186.909424
	Iteration 43Q: 3 clusters Score -1612309 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1612337.625000 Penalty: 3186.909424
	Iteration 44Q: 3 clusters Score -1612338 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -1612365.500000 Penalty: 3186.909424
	Iteration 45Q: 3 clusters Score -1612366 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1612397.250000 Penalty: 3186.909424
	Iteration 46Q: 3 clusters Score -1612397 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1612427.500000 Penalty: 3186.909424
	Iteration 47Q: 3 clusters Score -1612428 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1612448.125000 Penalty: 3186.909424
	Iteration 48Q: 3 clusters Score -1612448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -1612470.375000 Penalty: 3186.909424
	Iteration 49Q: 3 clusters Score -1612470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -1612489.875000 Penalty: 3186.909424
	Iteration 50Q: 3 clusters Score -1612490 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1612504.000000 Penalty: 3186.909424
	Iteration 51Q: 3 clusters Score -1612504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1612520.250000 Penalty: 3186.909424
	Iteration 52Q: 3 clusters Score -1612520 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -1612528.250000 Penalty: 3186.909424
	Iteration 53Q: 3 clusters Score -1612528 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -1612538.125000 Penalty: 3186.909424
	Iteration 54Q: 3 clusters Score -1612538 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -1612557.250000 Penalty: 3186.909424
	Iteration 55Q: 3 clusters Score -1612557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -1612567.000000 Penalty: 3186.909424
	Iteration 56Q: 3 clusters Score -1612567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1612582.875000 Penalty: 3186.909424
	Iteration 57Q: 3 clusters Score -1612583 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1612617.125000 Penalty: 3186.909424
	Iteration 58Q: 3 clusters Score -1612617 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1612654.000000 Penalty: 3186.909424
	Iteration 59Q: 3 clusters Score -1612654 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -1612686.375000 Penalty: 3186.909424
	Iteration 60F: 3 clusters Score -1612686 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1612719.500000 Penalty: 3186.909424
	Iteration 61Q: 3 clusters Score -1612720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -1612758.375000 Penalty: 3186.909424
	Iteration 62Q: 3 clusters Score -1612758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -1612792.750000 Penalty: 3186.909424
	Iteration 63Q: 3 clusters Score -1612793 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -1612808.875000 Penalty: 3186.909424
	Iteration 64Q: 3 clusters Score -1612809 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -1612832.500000 Penalty: 3186.909424
	Iteration 65Q: 3 clusters Score -1612832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1612853.375000 Penalty: 3186.909424
	Iteration 66Q: 3 clusters Score -1612853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1612873.500000 Penalty: 3186.909424
	Iteration 67Q: 3 clusters Score -1612874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -1612897.750000 Penalty: 3186.909424
	Iteration 68Q: 3 clusters Score -1612898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1612926.750000 Penalty: 3186.909424
	Iteration 69Q: 3 clusters Score -1612927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -1612946.875000 Penalty: 3186.909424
	Iteration 70Q: 3 clusters Score -1612947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -1612966.500000 Penalty: 3186.909424
	Iteration 71Q: 3 clusters Score -1612966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1612981.000000 Penalty: 3186.909424
	Iteration 72Q: 3 clusters Score -1612981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1612986.375000 Penalty: 3186.909424
	Iteration 73Q: 3 clusters Score -1612986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1612985.750000 Penalty: 3186.909424
	Iteration 74Q: 3 clusters Score -1612986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1612986.750000 Penalty: 3186.909424
	Iteration 75Q: 3 clusters Score -1612987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1612987.875000 Penalty: 3186.909424
	Iteration 76Q: 3 clusters Score -1612988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -1612987.875000 Penalty: 3186.909424
	Iteration 77F: 3 clusters Score -1612988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 16924 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 63010 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 1216 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 8893 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 26638 members 
Entering Unmasked Estep 
Score: -24800924.000000 Penalty: 40783.113281
Splitting cluster 14 changes total score from -24800964.000000 to -24800924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -427480.437500 Penalty: 1371.234497
	Iteration 0F: 2 clusters Score -427480.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -423774.687500 Penalty: 2742.468994
	Iteration 0F: 3 clusters Score -423774.7 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -424724.906250 Penalty: 2742.468994
	Iteration 1F: 3 clusters Score -424724.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -424865.843750 Penalty: 2742.468994
	Iteration 2F: 3 clusters Score -424865.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -424960.281250 Penalty: 2742.468994
	Iteration 3Q: 3 clusters Score -424960.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425040.437500 Penalty: 2742.468994
	Iteration 4Q: 3 clusters Score -425040.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -425099.500000 Penalty: 2742.468994
	Iteration 5Q: 3 clusters Score -425099.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -425167.812500 Penalty: 2742.468994
	Iteration 6Q: 3 clusters Score -425167.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -425223.468750 Penalty: 2742.468994
	Iteration 7Q: 3 clusters Score -425223.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -425272.062500 Penalty: 2742.468994
	Iteration 8Q: 3 clusters Score -425272.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -425319.687500 Penalty: 2742.468994
	Iteration 9Q: 3 clusters Score -425319.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -425362.500000 Penalty: 2742.468994
	Iteration 10Q: 3 clusters Score -425362.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -425413.718750 Penalty: 2742.468994
	Iteration 11Q: 3 clusters Score -425413.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -425472.062500 Penalty: 2742.468994
	Iteration 12Q: 3 clusters Score -425472.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -425538.031250 Penalty: 2742.468994
	Iteration 13Q: 3 clusters Score -425538 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -425619.031250 Penalty: 2742.468994
	Iteration 14Q: 3 clusters Score -425619 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -425710.375000 Penalty: 2742.468994
	Iteration 15Q: 3 clusters Score -425710.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -425803.968750 Penalty: 2742.468994
	Iteration 16Q: 3 clusters Score -425804 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -425901.281250 Penalty: 2742.468994
	Iteration 17Q: 3 clusters Score -425901.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -425996.562500 Penalty: 2742.468994
	Iteration 18Q: 3 clusters Score -425996.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -426081.093750 Penalty: 2742.468994
	Iteration 19Q: 3 clusters Score -426081.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -426158.812500 Penalty: 2742.468994
	Iteration 20F: 3 clusters Score -426158.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -426214.968750 Penalty: 2742.468994
	Iteration 21Q: 3 clusters Score -426215 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -426252.343750 Penalty: 2742.468994
	Iteration 22Q: 3 clusters Score -426252.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -426280.718750 Penalty: 2742.468994
	Iteration 23Q: 3 clusters Score -426280.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -426307.406250 Penalty: 2742.468994
	Iteration 24Q: 3 clusters Score -426307.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -426328.562500 Penalty: 2742.468994
	Iteration 25Q: 3 clusters Score -426328.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -426340.031250 Penalty: 2742.468994
	Iteration 26Q: 3 clusters Score -426340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -426344.625000 Penalty: 2742.468994
	Iteration 27Q: 3 clusters Score -426344.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -426346.343750 Penalty: 2742.468994
	Iteration 28Q: 3 clusters Score -426346.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -426346.687500 Penalty: 2742.468994
	Iteration 29Q: 3 clusters Score -426346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -426347.843750 Penalty: 2742.468994
	Iteration 30Q: 3 clusters Score -426347.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -426349.187500 Penalty: 2742.468994
	Iteration 31Q: 3 clusters Score -426349.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -426351.406250 Penalty: 2742.468994
	Iteration 32Q: 3 clusters Score -426351.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -426350.718750 Penalty: 2742.468994
	Iteration 33Q: 3 clusters Score -426350.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -426350.718750 Penalty: 2742.468994
	Iteration 34F: 3 clusters Score -426350.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Entering Unmasked Estep 
Score: -128396.179688 Penalty: 1204.083008
	Iteration 0F: 2 clusters Score -128396.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -126559.164062 Penalty: 2408.166016
	Iteration 0F: 3 clusters Score -126559.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -127080.265625 Penalty: 2408.166016
	Iteration 1F: 3 clusters Score -127080.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -127340.812500 Penalty: 2408.166016
	Iteration 2F: 3 clusters Score -127340.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -127510.820312 Penalty: 2408.166016
	Iteration 3F: 3 clusters Score -127510.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -127677.281250 Penalty: 2408.166016
	Iteration 4F: 3 clusters Score -127677.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -127810.703125 Penalty: 2408.166016
	Iteration 5F: 3 clusters Score -127810.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -127924.359375 Penalty: 2408.166016
	Iteration 6Q: 3 clusters Score -127924.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -127982.007812 Penalty: 2408.166016
	Iteration 7Q: 3 clusters Score -127982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -128002.585938 Penalty: 2408.166016
	Iteration 8Q: 3 clusters Score -128002.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128013.125000 Penalty: 2408.166016
	Iteration 9Q: 3 clusters Score -128013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -128017.695312 Penalty: 2408.166016
	Iteration 10Q: 3 clusters Score -128017.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -128020.312500 Penalty: 2408.166016
	Iteration 11Q: 3 clusters Score -128020.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -128023.046875 Penalty: 2408.166016
	Iteration 12Q: 3 clusters Score -128023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -128024.523438 Penalty: 2408.166016
	Iteration 13Q: 3 clusters Score -128024.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128024.921875 Penalty: 2408.166016
	Iteration 14Q: 3 clusters Score -128024.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128029.117188 Penalty: 2408.166016
	Iteration 15Q: 3 clusters Score -128029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -128032.281250 Penalty: 2408.166016
	Iteration 16Q: 3 clusters Score -128032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -128036.734375 Penalty: 2408.166016
	Iteration 17Q: 3 clusters Score -128036.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -128038.835938 Penalty: 2408.166016
	Iteration 18Q: 3 clusters Score -128038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -128039.515625 Penalty: 2408.166016
	Iteration 19Q: 3 clusters Score -128039.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -128040.953125 Penalty: 2408.166016
	Iteration 20F: 3 clusters Score -128041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128042.093750 Penalty: 2408.166016
	Iteration 21Q: 3 clusters Score -128042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -128042.093750 Penalty: 2408.166016
	Iteration 22F: 3 clusters Score -128042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Entering Unmasked Estep 
Score: -784353.000000 Penalty: 1477.615723
	Iteration 0F: 2 clusters Score -784353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -777930.375000 Penalty: 2955.231445
	Iteration 0F: 3 clusters Score -777930.4 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -780069.687500 Penalty: 2955.231445
	Iteration 1F: 3 clusters Score -780069.7 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -780670.750000 Penalty: 2955.231445
	Iteration 2F: 3 clusters Score -780670.8 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -781524.250000 Penalty: 2955.231445
	Iteration 3F: 3 clusters Score -781524.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -782479.562500 Penalty: 2955.231445
	Iteration 4F: 3 clusters Score -782479.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -783269.562500 Penalty: 2955.231445
	Iteration 5F: 3 clusters Score -783269.6 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -783823.750000 Penalty: 2955.231445
	Iteration 6F: 3 clusters Score -783823.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -784126.937500 Penalty: 2955.231445
	Iteration 7F: 3 clusters Score -784126.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -784276.562500 Penalty: 2955.231445
	Iteration 8Q: 3 clusters Score -784276.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -784382.500000 Penalty: 2955.231445
	Iteration 9Q: 3 clusters Score -784382.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -784478.812500 Penalty: 2955.231445
	Iteration 10Q: 3 clusters Score -784478.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -784566.750000 Penalty: 2955.231445
	Iteration 11Q: 3 clusters Score -784566.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -784662.437500 Penalty: 2955.231445
	Iteration 12Q: 3 clusters Score -784662.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -784777.562500 Penalty: 2955.231445
	Iteration 13Q: 3 clusters Score -784777.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -784936.375000 Penalty: 2955.231445
	Iteration 14Q: 3 clusters Score -784936.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -785181.437500 Penalty: 2955.231445
	Iteration 15Q: 3 clusters Score -785181.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -785533.562500 Penalty: 2955.231445
	Iteration 16Q: 3 clusters Score -785533.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -785869.937500 Penalty: 2955.231445
	Iteration 17Q: 3 clusters Score -785869.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -786106.312500 Penalty: 2955.231445
	Iteration 18Q: 3 clusters Score -786106.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -786244.250000 Penalty: 2955.231445
	Iteration 19Q: 3 clusters Score -786244.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -786331.062500 Penalty: 2955.231445
	Iteration 20F: 3 clusters Score -786331.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -786393.437500 Penalty: 2955.231445
	Iteration 21Q: 3 clusters Score -786393.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -786431.062500 Penalty: 2955.231445
	Iteration 22Q: 3 clusters Score -786431.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -786445.375000 Penalty: 2955.231445
	Iteration 23Q: 3 clusters Score -786445.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -786456.250000 Penalty: 2955.231445
	Iteration 24Q: 3 clusters Score -786456.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -786466.562500 Penalty: 2955.231445
	Iteration 25Q: 3 clusters Score -786466.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -786472.312500 Penalty: 2955.231445
	Iteration 26Q: 3 clusters Score -786472.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -786474.437500 Penalty: 2955.231445
	Iteration 27Q: 3 clusters Score -786474.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -786480.500000 Penalty: 2955.231445
	Iteration 28Q: 3 clusters Score -786480.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -786482.750000 Penalty: 2955.231445
	Iteration 29Q: 3 clusters Score -786482.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -786490.125000 Penalty: 2955.231445
	Iteration 30Q: 3 clusters Score -786490.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -786493.250000 Penalty: 2955.231445
	Iteration 31Q: 3 clusters Score -786493.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -786494.250000 Penalty: 2955.231445
	Iteration 32Q: 3 clusters Score -786494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -786495.625000 Penalty: 2955.231445
	Iteration 33Q: 3 clusters Score -786495.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -786495.812500 Penalty: 2955.231445
	Iteration 34Q: 3 clusters Score -786495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -786497.750000 Penalty: 2955.231445
	Iteration 35Q: 3 clusters Score -786497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -786498.000000 Penalty: 2955.231445
	Iteration 36Q: 3 clusters Score -786498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -786496.812500 Penalty: 2955.231445
	Iteration 37Q: 3 clusters Score -786496.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -786498.312500 Penalty: 2955.231445
	Iteration 38Q: 3 clusters Score -786498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -786497.500000 Penalty: 2955.231445
	Iteration 39Q: 3 clusters Score -786497.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -786497.437500 Penalty: 2955.231445
	Iteration 40F: 3 clusters Score -786497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -786499.812500 Penalty: 2955.231445
	Iteration 41Q: 3 clusters Score -786499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -786499.187500 Penalty: 2955.231445
	Iteration 42Q: 3 clusters Score -786499.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -786499.687500 Penalty: 2955.231445
	Iteration 43Q: 3 clusters Score -786499.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -786499.562500 Penalty: 2955.231445
	Iteration 44Q: 3 clusters Score -786499.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -786500.625000 Penalty: 2955.231445
	Iteration 45Q: 3 clusters Score -786500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -786500.125000 Penalty: 2955.231445
	Iteration 46Q: 3 clusters Score -786500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -786502.500000 Penalty: 2955.231445
	Iteration 47Q: 3 clusters Score -786502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -786502.500000 Penalty: 2955.231445
	Iteration 48F: 3 clusters Score -786502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 63010 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 20 contains 11923 members 
Mstep: Class 21 contains 26638 members 
Entering Unmasked Estep 
Score: -24802678.000000 Penalty: 40783.113281
Splitting cluster 17 changes total score from -24800964.000000 to -24802678.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 18 (6480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Entering Unmasked Estep 
Score: -569716.750000 Penalty: 1426.177368
	Iteration 0F: 2 clusters Score -569716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -564763.687500 Penalty: 2852.354736
	Iteration 0F: 3 clusters Score -564763.7 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -566305.937500 Penalty: 2852.354736
	Iteration 1F: 3 clusters Score -566305.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -566708.875000 Penalty: 2852.354736
	Iteration 2F: 3 clusters Score -566708.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -567103.062500 Penalty: 2852.354736
	Iteration 3F: 3 clusters Score -567103.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -567461.000000 Penalty: 2852.354736
	Iteration 4F: 3 clusters Score -567461 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -567759.125000 Penalty: 2852.354736
	Iteration 5F: 3 clusters Score -567759.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -567997.187500 Penalty: 2852.354736
	Iteration 6F: 3 clusters Score -567997.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -568181.812500 Penalty: 2852.354736
	Iteration 7Q: 3 clusters Score -568181.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -568343.375000 Penalty: 2852.354736
	Iteration 8Q: 3 clusters Score -568343.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -568470.125000 Penalty: 2852.354736
	Iteration 9Q: 3 clusters Score -568470.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -568575.687500 Penalty: 2852.354736
	Iteration 10Q: 3 clusters Score -568575.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -568673.500000 Penalty: 2852.354736
	Iteration 11Q: 3 clusters Score -568673.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -568730.625000 Penalty: 2852.354736
	Iteration 12Q: 3 clusters Score -568730.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -568766.687500 Penalty: 2852.354736
	Iteration 13Q: 3 clusters Score -568766.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -568794.062500 Penalty: 2852.354736
	Iteration 14Q: 3 clusters Score -568794.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -568819.375000 Penalty: 2852.354736
	Iteration 15Q: 3 clusters Score -568819.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -568846.625000 Penalty: 2852.354736
	Iteration 16Q: 3 clusters Score -568846.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -568868.812500 Penalty: 2852.354736
	Iteration 17Q: 3 clusters Score -568868.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -568889.125000 Penalty: 2852.354736
	Iteration 18Q: 3 clusters Score -568889.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -568914.125000 Penalty: 2852.354736
	Iteration 19Q: 3 clusters Score -568914.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -568933.937500 Penalty: 2852.354736
	Iteration 20F: 3 clusters Score -568933.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -568950.437500 Penalty: 2852.354736
	Iteration 21Q: 3 clusters Score -568950.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -568966.062500 Penalty: 2852.354736
	Iteration 22Q: 3 clusters Score -568966.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -568973.750000 Penalty: 2852.354736
	Iteration 23Q: 3 clusters Score -568973.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -568984.250000 Penalty: 2852.354736
	Iteration 24Q: 3 clusters Score -568984.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -568992.875000 Penalty: 2852.354736
	Iteration 25Q: 3 clusters Score -568992.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -568999.687500 Penalty: 2852.354736
	Iteration 26Q: 3 clusters Score -568999.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -569006.375000 Penalty: 2852.354736
	Iteration 27Q: 3 clusters Score -569006.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -569013.937500 Penalty: 2852.354736
	Iteration 28Q: 3 clusters Score -569013.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -569018.875000 Penalty: 2852.354736
	Iteration 29Q: 3 clusters Score -569018.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -569022.312500 Penalty: 2852.354736
	Iteration 30Q: 3 clusters Score -569022.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -569024.062500 Penalty: 2852.354736
	Iteration 31Q: 3 clusters Score -569024.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -569025.750000 Penalty: 2852.354736
	Iteration 32Q: 3 clusters Score -569025.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -569028.125000 Penalty: 2852.354736
	Iteration 33Q: 3 clusters Score -569028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -569030.000000 Penalty: 2852.354736
	Iteration 34Q: 3 clusters Score -569030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -569030.937500 Penalty: 2852.354736
	Iteration 35Q: 3 clusters Score -569030.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -569034.125000 Penalty: 2852.354736
	Iteration 36Q: 3 clusters Score -569034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -569037.062500 Penalty: 2852.354736
	Iteration 37Q: 3 clusters Score -569037.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -569041.312500 Penalty: 2852.354736
	Iteration 38Q: 3 clusters Score -569041.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -569047.062500 Penalty: 2852.354736
	Iteration 39Q: 3 clusters Score -569047.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -569051.687500 Penalty: 2852.354736
	Iteration 40F: 3 clusters Score -569051.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -569054.062500 Penalty: 2852.354736
	Iteration 41Q: 3 clusters Score -569054.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -569057.937500 Penalty: 2852.354736
	Iteration 42Q: 3 clusters Score -569057.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -569061.312500 Penalty: 2852.354736
	Iteration 43Q: 3 clusters Score -569061.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -569065.187500 Penalty: 2852.354736
	Iteration 44Q: 3 clusters Score -569065.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -569068.750000 Penalty: 2852.354736
	Iteration 45Q: 3 clusters Score -569068.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -569073.750000 Penalty: 2852.354736
	Iteration 46Q: 3 clusters Score -569073.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -569080.375000 Penalty: 2852.354736
	Iteration 47Q: 3 clusters Score -569080.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -569083.312500 Penalty: 2852.354736
	Iteration 48Q: 3 clusters Score -569083.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -569085.687500 Penalty: 2852.354736
	Iteration 49Q: 3 clusters Score -569085.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -569091.812500 Penalty: 2852.354736
	Iteration 50Q: 3 clusters Score -569091.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -569095.750000 Penalty: 2852.354736
	Iteration 51Q: 3 clusters Score -569095.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -569099.375000 Penalty: 2852.354736
	Iteration 52Q: 3 clusters Score -569099.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -569105.312500 Penalty: 2852.354736
	Iteration 53Q: 3 clusters Score -569105.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -569108.687500 Penalty: 2852.354736
	Iteration 54Q: 3 clusters Score -569108.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -569111.312500 Penalty: 2852.354736
	Iteration 55Q: 3 clusters Score -569111.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -569114.687500 Penalty: 2852.354736
	Iteration 56Q: 3 clusters Score -569114.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -569116.125000 Penalty: 2852.354736
	Iteration 57Q: 3 clusters Score -569116.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -569118.000000 Penalty: 2852.354736
	Iteration 58Q: 3 clusters Score -569118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -569118.062500 Penalty: 2852.354736
	Iteration 59Q: 3 clusters Score -569118.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -569117.937500 Penalty: 2852.354736
	Iteration 60F: 3 clusters Score -569117.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -569121.187500 Penalty: 2852.354736
	Iteration 61Q: 3 clusters Score -569121.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -569124.062500 Penalty: 2852.354736
	Iteration 62Q: 3 clusters Score -569124.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -569124.000000 Penalty: 2852.354736
	Iteration 63Q: 3 clusters Score -569124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -569125.875000 Penalty: 2852.354736
	Iteration 64Q: 3 clusters Score -569125.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -569127.687500 Penalty: 2852.354736
	Iteration 65Q: 3 clusters Score -569127.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -569129.875000 Penalty: 2852.354736
	Iteration 66Q: 3 clusters Score -569129.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -569130.875000 Penalty: 2852.354736
	Iteration 67Q: 3 clusters Score -569130.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -569132.875000 Penalty: 2852.354736
	Iteration 68Q: 3 clusters Score -569132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -569134.000000 Penalty: 2852.354736
	Iteration 69Q: 3 clusters Score -569134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -569134.687500 Penalty: 2852.354736
	Iteration 70Q: 3 clusters Score -569134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -569134.875000 Penalty: 2852.354736
	Iteration 71Q: 3 clusters Score -569134.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -569135.187500 Penalty: 2852.354736
	Iteration 72Q: 3 clusters Score -569135.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -569135.562500 Penalty: 2852.354736
	Iteration 73Q: 3 clusters Score -569135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -569136.687500 Penalty: 2852.354736
	Iteration 74Q: 3 clusters Score -569136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -569138.875000 Penalty: 2852.354736
	Iteration 75Q: 3 clusters Score -569138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -569139.937500 Penalty: 2852.354736
	Iteration 76Q: 3 clusters Score -569139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -569140.687500 Penalty: 2852.354736
	Iteration 77Q: 3 clusters Score -569140.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -569141.125000 Penalty: 2852.354736
	Iteration 78Q: 3 clusters Score -569141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -569141.750000 Penalty: 2852.354736
	Iteration 79Q: 3 clusters Score -569141.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -569141.312500 Penalty: 2852.354736
	Iteration 80F: 3 clusters Score -569141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -569142.625000 Penalty: 2852.354736
	Iteration 81Q: 3 clusters Score -569142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -569143.187500 Penalty: 2852.354736
	Iteration 82Q: 3 clusters Score -569143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -569143.437500 Penalty: 2852.354736
	Iteration 83Q: 3 clusters Score -569143.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -569143.875000 Penalty: 2852.354736
	Iteration 84Q: 3 clusters Score -569143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -569144.250000 Penalty: 2852.354736
	Iteration 85Q: 3 clusters Score -569144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -569145.687500 Penalty: 2852.354736
	Iteration 86Q: 3 clusters Score -569145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -569146.625000 Penalty: 2852.354736
	Iteration 87Q: 3 clusters Score -569146.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -569146.125000 Penalty: 2852.354736
	Iteration 88Q: 3 clusters Score -569146.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -569147.750000 Penalty: 2852.354736
	Iteration 89Q: 3 clusters Score -569147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -569148.562500 Penalty: 2852.354736
	Iteration 90Q: 3 clusters Score -569148.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -569148.250000 Penalty: 2852.354736
	Iteration 91Q: 3 clusters Score -569148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -569148.812500 Penalty: 2852.354736
	Iteration 92Q: 3 clusters Score -569148.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -569149.625000 Penalty: 2852.354736
	Iteration 93Q: 3 clusters Score -569149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -569149.875000 Penalty: 2852.354736
	Iteration 94Q: 3 clusters Score -569149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -569149.875000 Penalty: 2852.354736
	Iteration 95Q: 3 clusters Score -569149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -569150.187500 Penalty: 2852.354736
	Iteration 96Q: 3 clusters Score -569150.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -569149.875000 Penalty: 2852.354736
	Iteration 97Q: 3 clusters Score -569149.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -569150.625000 Penalty: 2852.354736
	Iteration 98Q: 3 clusters Score -569150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -569150.875000 Penalty: 2852.354736
	Iteration 99Q: 3 clusters Score -569150.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -569150.875000 Penalty: 2852.354736
	Iteration 100F: 3 clusters Score -569150.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1040000.437500 Penalty: 1525.261475
	Iteration 0F: 2 clusters Score -1040000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1031617.750000 Penalty: 3050.522949
	Iteration 0F: 3 clusters Score -1031618 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1034496.812500 Penalty: 3050.522949
	Iteration 1F: 3 clusters Score -1034497 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1034769.312500 Penalty: 3050.522949
	Iteration 2F: 3 clusters Score -1034769 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1035010.875000 Penalty: 3050.522949
	Iteration 3Q: 3 clusters Score -1035011 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1035284.750000 Penalty: 3050.522949
	Iteration 4Q: 3 clusters Score -1035285 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1035636.812500 Penalty: 3050.522949
	Iteration 5Q: 3 clusters Score -1035637 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1036153.562500 Penalty: 3050.522949
	Iteration 6F: 3 clusters Score -1036154 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1036971.437500 Penalty: 3050.522949
	Iteration 7F: 3 clusters Score -1036971 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1037952.375000 Penalty: 3050.522949
	Iteration 8F: 3 clusters Score -1037952 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1038950.937500 Penalty: 3050.522949
	Iteration 9F: 3 clusters Score -1038951 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1039600.375000 Penalty: 3050.522949
	Iteration 10F: 3 clusters Score -1039600 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1040011.437500 Penalty: 3050.522949
	Iteration 11Q: 3 clusters Score -1040011 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1040234.937500 Penalty: 3050.522949
	Iteration 12Q: 3 clusters Score -1040235 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1040367.000000 Penalty: 3050.522949
	Iteration 13Q: 3 clusters Score -1040367 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1040446.437500 Penalty: 3050.522949
	Iteration 14Q: 3 clusters Score -1040446 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1040482.062500 Penalty: 3050.522949
	Iteration 15Q: 3 clusters Score -1040482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1040504.625000 Penalty: 3050.522949
	Iteration 16Q: 3 clusters Score -1040505 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1040517.625000 Penalty: 3050.522949
	Iteration 17Q: 3 clusters Score -1040518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1040530.125000 Penalty: 3050.522949
	Iteration 18Q: 3 clusters Score -1040530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1040534.062500 Penalty: 3050.522949
	Iteration 19Q: 3 clusters Score -1040534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1040542.250000 Penalty: 3050.522949
	Iteration 20F: 3 clusters Score -1040542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1040546.125000 Penalty: 3050.522949
	Iteration 21Q: 3 clusters Score -1040546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1040548.375000 Penalty: 3050.522949
	Iteration 22Q: 3 clusters Score -1040548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1040546.000000 Penalty: 3050.522949
	Iteration 23Q: 3 clusters Score -1040546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1040548.937500 Penalty: 3050.522949
	Iteration 24Q: 3 clusters Score -1040549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1040550.437500 Penalty: 3050.522949
	Iteration 25Q: 3 clusters Score -1040550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1040551.687500 Penalty: 3050.522949
	Iteration 26Q: 3 clusters Score -1040552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1040553.625000 Penalty: 3050.522949
	Iteration 27Q: 3 clusters Score -1040554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1040555.500000 Penalty: 3050.522949
	Iteration 28Q: 3 clusters Score -1040556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1040556.250000 Penalty: 3050.522949
	Iteration 29Q: 3 clusters Score -1040556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1040558.000000 Penalty: 3050.522949
	Iteration 30Q: 3 clusters Score -1040558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1040559.000000 Penalty: 3050.522949
	Iteration 31Q: 3 clusters Score -1040559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1040557.437500 Penalty: 3050.522949
	Iteration 32Q: 3 clusters Score -1040557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1040557.437500 Penalty: 3050.522949
	Iteration 33F: 3 clusters Score -1040557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 4647 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 63010 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 19 contains 11031 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 26638 members 
Entering Unmasked Estep 
Score: -24802726.000000 Penalty: 42822.269531
Splitting cluster 20 changes total score from -24800964.000000 to -24802726.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 21 (26638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Entering Unmasked Estep 
Score: -2466310.250000 Penalty: 1655.890259
	Iteration 0F: 2 clusters Score -2466310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2448258.000000 Penalty: 3311.780518
	Iteration 0F: 3 clusters Score -2448258 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -2454955.500000 Penalty: 3311.780518
	Iteration 1F: 3 clusters Score -2454956 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2455334.000000 Penalty: 3311.780518
	Iteration 2Q: 3 clusters Score -2455334 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2455738.250000 Penalty: 3311.780518
	Iteration 3Q: 3 clusters Score -2455738 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2456212.250000 Penalty: 3311.780518
	Iteration 4Q: 3 clusters Score -2456212 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2456848.750000 Penalty: 3311.780518
	Iteration 5Q: 3 clusters Score -2456849 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2457624.250000 Penalty: 3311.780518
	Iteration 6F: 3 clusters Score -2457624 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2458520.750000 Penalty: 3311.780518
	Iteration 7F: 3 clusters Score -2458521 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -2459457.500000 Penalty: 3311.780518
	Iteration 8F: 3 clusters Score -2459458 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2460432.750000 Penalty: 3311.780518
	Iteration 9F: 3 clusters Score -2460433 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2461192.000000 Penalty: 3311.780518
	Iteration 10Q: 3 clusters Score -2461192 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2461733.250000 Penalty: 3311.780518
	Iteration 11Q: 3 clusters Score -2461733 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2462114.000000 Penalty: 3311.780518
	Iteration 12Q: 3 clusters Score -2462114 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2462399.250000 Penalty: 3311.780518
	Iteration 13Q: 3 clusters Score -2462399 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -2462635.750000 Penalty: 3311.780518
	Iteration 14Q: 3 clusters Score -2462636 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2462821.000000 Penalty: 3311.780518
	Iteration 15Q: 3 clusters Score -2462821 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2463004.250000 Penalty: 3311.780518
	Iteration 16Q: 3 clusters Score -2463004 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2463169.250000 Penalty: 3311.780518
	Iteration 17Q: 3 clusters Score -2463169 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -2463318.000000 Penalty: 3311.780518
	Iteration 18Q: 3 clusters Score -2463318 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2463421.750000 Penalty: 3311.780518
	Iteration 19Q: 3 clusters Score -2463422 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -2463509.750000 Penalty: 3311.780518
	Iteration 20F: 3 clusters Score -2463510 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2463577.000000 Penalty: 3311.780518
	Iteration 21Q: 3 clusters Score -2463577 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2463644.500000 Penalty: 3311.780518
	Iteration 22Q: 3 clusters Score -2463644 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2463705.250000 Penalty: 3311.780518
	Iteration 23Q: 3 clusters Score -2463705 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -2463759.500000 Penalty: 3311.780518
	Iteration 24Q: 3 clusters Score -2463760 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2463820.000000 Penalty: 3311.780518
	Iteration 25Q: 3 clusters Score -2463820 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2463868.500000 Penalty: 3311.780518
	Iteration 26Q: 3 clusters Score -2463868 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2463903.750000 Penalty: 3311.780518
	Iteration 27Q: 3 clusters Score -2463904 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -2463932.500000 Penalty: 3311.780518
	Iteration 28Q: 3 clusters Score -2463932 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2463969.500000 Penalty: 3311.780518
	Iteration 29Q: 3 clusters Score -2463970 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2464002.000000 Penalty: 3311.780518
	Iteration 30Q: 3 clusters Score -2464002 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2464028.500000 Penalty: 3311.780518
	Iteration 31Q: 3 clusters Score -2464028 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2464057.500000 Penalty: 3311.780518
	Iteration 32Q: 3 clusters Score -2464058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2464077.750000 Penalty: 3311.780518
	Iteration 33Q: 3 clusters Score -2464078 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2464093.250000 Penalty: 3311.780518
	Iteration 34Q: 3 clusters Score -2464093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2464097.250000 Penalty: 3311.780518
	Iteration 35Q: 3 clusters Score -2464097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2464107.750000 Penalty: 3311.780518
	Iteration 36Q: 3 clusters Score -2464108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2464121.250000 Penalty: 3311.780518
	Iteration 37Q: 3 clusters Score -2464121 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2464121.500000 Penalty: 3311.780518
	Iteration 38Q: 3 clusters Score -2464122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2464124.000000 Penalty: 3311.780518
	Iteration 39Q: 3 clusters Score -2464124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2464139.000000 Penalty: 3311.780518
	Iteration 40F: 3 clusters Score -2464139 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -2464148.000000 Penalty: 3311.780518
	Iteration 41Q: 3 clusters Score -2464148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2464148.500000 Penalty: 3311.780518
	Iteration 42Q: 3 clusters Score -2464148 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2464152.500000 Penalty: 3311.780518
	Iteration 43Q: 3 clusters Score -2464152 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2464152 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -2464162.500000 Penalty: 3311.780518
	Iteration 45Q: 3 clusters Score -2464162 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2464170.250000 Penalty: 3311.780518
	Iteration 46Q: 3 clusters Score -2464170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -2464175.750000 Penalty: 3311.780518
	Iteration 47Q: 3 clusters Score -2464176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2464184.250000 Penalty: 3311.780518
	Iteration 48Q: 3 clusters Score -2464184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2464183.750000 Penalty: 3311.780518
	Iteration 49Q: 3 clusters Score -2464184 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2464180.250000 Penalty: 3311.780518
	Iteration 50Q: 3 clusters Score -2464180 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2464182.250000 Penalty: 3311.780518
	Iteration 51Q: 3 clusters Score -2464182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2464180.250000 Penalty: 3311.780518
	Iteration 52Q: 3 clusters Score -2464180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2464184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2464184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2464183 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -2464185.000000 Penalty: 3311.780518
	Iteration 56Q: 3 clusters Score -2464185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2464189.750000 Penalty: 3311.780518
	Iteration 57Q: 3 clusters Score -2464190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2464191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2464190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2464190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2464189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2464184.750000 Penalty: 3311.780518
	Iteration 62Q: 3 clusters Score -2464185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -2464188.500000 Penalty: 3311.780518
	Iteration 63Q: 3 clusters Score -2464188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2464193.250000 Penalty: 3311.780518
	Iteration 64Q: 3 clusters Score -2464193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2464200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2464196.750000 Penalty: 3311.780518
	Iteration 66Q: 3 clusters Score -2464197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2464197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2464200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -2464198.250000 Penalty: 3311.780518
	Iteration 69Q: 3 clusters Score -2464198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2464201.750000 Penalty: 3311.780518
	Iteration 70Q: 3 clusters Score -2464202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2464202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2464202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2464202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -2464206.750000 Penalty: 3311.780518
	Iteration 74Q: 3 clusters Score -2464207 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2464209.250000 Penalty: 3311.780518
	Iteration 75Q: 3 clusters Score -2464209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2464216.000000 Penalty: 3311.780518
	Iteration 76Q: 3 clusters Score -2464216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2464216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2464220.250000 Penalty: 3311.780518
	Iteration 78Q: 3 clusters Score -2464220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2464226.750000 Penalty: 3311.780518
	Iteration 79Q: 3 clusters Score -2464227 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2464226.500000 Penalty: 3311.780518
	Iteration 80F: 3 clusters Score -2464226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2464235.750000 Penalty: 3311.780518
	Iteration 81Q: 3 clusters Score -2464236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2464243.250000 Penalty: 3311.780518
	Iteration 82Q: 3 clusters Score -2464243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2464250.750000 Penalty: 3311.780518
	Iteration 83Q: 3 clusters Score -2464251 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2464253.500000 Penalty: 3311.780518
	Iteration 84Q: 3 clusters Score -2464254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2464258.250000 Penalty: 3311.780518
	Iteration 85Q: 3 clusters Score -2464258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2464258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2464261.750000 Penalty: 3311.780518
	Iteration 87Q: 3 clusters Score -2464262 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2464265.000000 Penalty: 3311.780518
	Iteration 88Q: 3 clusters Score -2464265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2464274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2464273 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2464276 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2464287.500000 Penalty: 3311.780518
	Iteration 92Q: 3 clusters Score -2464288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -2464294.000000 Penalty: 3311.780518
	Iteration 93Q: 3 clusters Score -2464294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2464291 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2464293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2464296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2464300.000000 Penalty: 3311.780518
	Iteration 97Q: 3 clusters Score -2464300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2464305.750000 Penalty: 3311.780518
	Iteration 98Q: 3 clusters Score -2464306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2464305.000000 Penalty: 3311.780518
	Iteration 99Q: 3 clusters Score -2464305 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2464318.750000 Penalty: 3311.780518
	Iteration 100F: 3 clusters Score -2464319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2464319.250000 Penalty: 3311.780518
	Iteration 101Q: 3 clusters Score -2464319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2464326.000000 Penalty: 3311.780518
	Iteration 102Q: 3 clusters Score -2464326 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2464338.750000 Penalty: 3311.780518
	Iteration 103Q: 3 clusters Score -2464339 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2464345.500000 Penalty: 3311.780518
	Iteration 104Q: 3 clusters Score -2464346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2464345 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2464352.750000 Penalty: 3311.780518
	Iteration 106Q: 3 clusters Score -2464353 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22707 members 
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Entering Unmasked Estep 
Score: -2464356.250000 Penalty: 3311.780518
	Iteration 107Q: 3 clusters Score -2464356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2464364.500000 Penalty: 3311.780518
	Iteration 108Q: 3 clusters Score -2464364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -2464362.000000 Penalty: 3311.780518
	Iteration 109Q: 3 clusters Score -2464362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2464366.000000 Penalty: 3311.780518
	Iteration 110Q: 3 clusters Score -2464366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -2464371.500000 Penalty: 3311.780518
	Iteration 111Q: 3 clusters Score -2464372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
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Entering Unmasked Estep 
Score: -2464383.500000 Penalty: 3311.780518
	Iteration 112Q: 3 clusters Score -2464384 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22875 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -2464384 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22900 members 
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Entering Unmasked Estep 
Score: -2464394.500000 Penalty: 3311.780518
	Iteration 114Q: 3 clusters Score -2464394 nChanged 30
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Mstep: Class 1 contains 22928 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2464390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2464392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2464401.000000 Penalty: 3311.780518
	Iteration 117Q: 3 clusters Score -2464401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2464400.250000 Penalty: 3311.780518
	Iteration 118Q: 3 clusters Score -2464400 nChanged 20
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Mstep: Class 1 contains 23028 members 
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Entering Unmasked Estep 
Score: -2464405.000000 Penalty: 3311.780518
	Iteration 119Q: 3 clusters Score -2464405 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -2464405 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2464416.250000 Penalty: 3311.780518
	Iteration 121Q: 3 clusters Score -2464416 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2464412.750000 Penalty: 3311.780518
	Iteration 122Q: 3 clusters Score -2464413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2464423.500000 Penalty: 3311.780518
	Iteration 123Q: 3 clusters Score -2464424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2464424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -2464426.500000 Penalty: 3311.780518
	Iteration 125Q: 3 clusters Score -2464426 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2464432.750000 Penalty: 3311.780518
	Iteration 126Q: 3 clusters Score -2464433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2464441.000000 Penalty: 3311.780518
	Iteration 127Q: 3 clusters Score -2464441 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2464445.000000 Penalty: 3311.780518
	Iteration 128Q: 3 clusters Score -2464445 nChanged 35
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2464480 nChanged 52
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Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2464491 nChanged 51
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Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2464497 nChanged 46
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Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2464502 nChanged 45
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Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2464508 nChanged 51
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Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2464512 nChanged 55
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Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2464526 nChanged 51
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Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2464530 nChanged 40
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Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -2464531 nChanged 44
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Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2464535 nChanged 46
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Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -2464545 nChanged 41
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Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2464545 nChanged 46
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Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2464559 nChanged 44
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Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2464564 nChanged 38
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Mstep: Class 1 contains 24133 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2464578 nChanged 38
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Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2464584 nChanged 47
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Mstep: Class 1 contains 24216 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2464601 nChanged 52
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Mstep: Class 1 contains 24310 members 
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	Iteration 150Q: 3 clusters Score -2464606 nChanged 38
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Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -2464618 nChanged 36
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Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2464625 nChanged 26
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Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -2464629 nChanged 25
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Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2464633 nChanged 20
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Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 2191 members 
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	Iteration 155Q: 3 clusters Score -2464634 nChanged 22
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Mstep: Class 1 contains 24469 members 
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	Iteration 156Q: 3 clusters Score -2464637 nChanged 27
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Mstep: Class 1 contains 24494 members 
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	Iteration 157Q: 3 clusters Score -2464641 nChanged 36
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Mstep: Class 1 contains 24524 members 
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	Iteration 158Q: 3 clusters Score -2464652 nChanged 40
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Mstep: Class 1 contains 24562 members 
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	Iteration 159Q: 3 clusters Score -2464663 nChanged 54
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Mstep: Class 1 contains 24612 members 
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	Iteration 160F: 3 clusters Score -2464676 nChanged 42
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Mstep: Class 1 contains 24650 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24712 members 
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	Iteration 163Q: 3 clusters Score -2464694 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 1900 members 
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Mstep: Class 1 contains 24770 members 
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Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 1836 members 
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Mstep: Class 1 contains 24833 members 
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Mstep: Class 1 contains 24856 members 
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	Iteration 168Q: 3 clusters Score -2464728 nChanged 24
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Mstep: Class 1 contains 24880 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2464740 nChanged 20
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Mstep: Class 1 contains 24900 members 
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	Iteration 170Q: 3 clusters Score -2464743 nChanged 24
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Mstep: Class 1 contains 24920 members 
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	Iteration 171Q: 3 clusters Score -2464744 nChanged 23
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Mstep: Class 1 contains 24943 members 
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Mstep: Class 1 contains 24969 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2464752 nChanged 18
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Mstep: Class 1 contains 24987 members 
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	Iteration 174Q: 3 clusters Score -2464750 nChanged 17
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Mstep: Class 1 contains 25004 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2464756 nChanged 19
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Mstep: Class 1 contains 25023 members 
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	Iteration 176Q: 3 clusters Score -2464767 nChanged 15
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Mstep: Class 1 contains 25038 members 
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	Iteration 177Q: 3 clusters Score -2464768 nChanged 19
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Mstep: Class 1 contains 25055 members 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2464770 nChanged 26
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Mstep: Class 1 contains 25075 members 
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	Iteration 179Q: 3 clusters Score -2464784 nChanged 26
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Mstep: Class 1 contains 25097 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -2464792 nChanged 31
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Mstep: Class 1 contains 25128 members 
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	Iteration 181Q: 3 clusters Score -2464795 nChanged 24
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Mstep: Class 1 contains 25150 members 
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Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2464796 nChanged 17
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Mstep: Class 1 contains 25165 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -2464804 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25179 members 
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -2464804 nChanged 18
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Mstep: Class 1 contains 25197 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2464812 nChanged 20
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Mstep: Class 1 contains 25215 members 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -2464814 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25237 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -2464824 nChanged 13
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Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2464826 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -2464828 nChanged 15
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Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -2464828 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2464832 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2464837 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2464834 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25321 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2464833 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2464837 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2464842 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2464845 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2464843 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2464848 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25389 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -2464854 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1239 members 
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	Iteration 201Q: 3 clusters Score -2464852 nChanged 7
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Mstep: Class 1 contains 25404 members 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -2464852 nChanged 13
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Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2464852 nChanged 13
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Mstep: Class 1 contains 25426 members 
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	Iteration 204Q: 3 clusters Score -2464859 nChanged 7
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Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2464862 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25440 members 
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -2464865 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1191 members 
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	Iteration 207Q: 3 clusters Score -2464869 nChanged 8
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Mstep: Class 1 contains 25453 members 
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	Iteration 208Q: 3 clusters Score -2464872 nChanged 9
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Mstep: Class 1 contains 25462 members 
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	Iteration 209Q: 3 clusters Score -2464874 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -2464880 nChanged 4
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Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 1165 members 
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	Iteration 211Q: 3 clusters Score -2464880 nChanged 3
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Mstep: Class 1 contains 25476 members 
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	Iteration 212Q: 3 clusters Score -2464880 nChanged 7
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	Iteration 213Q: 3 clusters Score -2464880 nChanged 7
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Mstep: Class 1 contains 25486 members 
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	Iteration 214Q: 3 clusters Score -2464883 nChanged 12
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Mstep: Class 1 contains 25494 members 
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	Iteration 215Q: 3 clusters Score -2464881 nChanged 7
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Mstep: Class 1 contains 25499 members 
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -2464884 nChanged 9
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Mstep: Class 1 contains 25508 members 
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	Iteration 217Q: 3 clusters Score -2464881 nChanged 5
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Mstep: Class 1 contains 25513 members 
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	Iteration 218Q: 3 clusters Score -2464884 nChanged 3
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Mstep: Class 1 contains 25516 members 
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	Iteration 219Q: 3 clusters Score -2464888 nChanged 3
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Mstep: Class 1 contains 25519 members 
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -2464889 nChanged 5
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Mstep: Class 1 contains 25524 members 
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	Iteration 221Q: 3 clusters Score -2464889 nChanged 5
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -2464891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2464886.750000 Penalty: 3311.780518
	Iteration 223Q: 3 clusters Score -2464887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2464890.250000 Penalty: 3311.780518
	Iteration 224Q: 3 clusters Score -2464890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2464887.750000 Penalty: 3311.780518
	Iteration 225Q: 3 clusters Score -2464888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2464887.750000 Penalty: 3311.780518
	Iteration 226F: 3 clusters Score -2464888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 5405 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 5 contains 45282 members 
Mstep: Class 6 contains 4676 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 5394 members 
Mstep: Class 9 contains 30721 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 12 contains 63010 members 
Mstep: Class 13 contains 15729 members 
Mstep: Class 14 contains 18140 members 
Mstep: Class 15 contains 4621 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 4246 members 
Mstep: Class 18 contains 6480 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 26638 members 
Entering Unmasked Estep 
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Iteration 39Q: 22 clusters Score -2.480378e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 5391 members 
Mstep: Class 3 contains 14225 members 
Mstep: Class 4 contains 4295 members 
Mstep: Class 5 contains 44930 members 
Mstep: Class 6 contains 4687 members 
Mstep: Class 7 contains 3360 members 
Mstep: Class 8 contains 5379 members 
Mstep: Class 9 contains 30839 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 62995 members 
Mstep: Class 13 contains 15722 members 
Mstep: Class 14 contains 18166 members 
Mstep: Class 15 contains 4643 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 6387 members 
Mstep: Class 19 contains 11456 members 
Mstep: Class 20 contains 895 members 
Mstep: Class 21 contains 26679 members 
Entering Unmasked Estep 
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Iteration 40F: 22 clusters Score -2.48051e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 5508 members 
Mstep: Class 3 contains 14418 members 
Mstep: Class 4 contains 4387 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 3446 members 
Mstep: Class 8 contains 5340 members 
Mstep: Class 9 contains 30703 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 62972 members 
Mstep: Class 13 contains 15657 members 
Mstep: Class 14 contains 18152 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 4549 members 
Mstep: Class 18 contains 6286 members 
Mstep: Class 19 contains 11818 members 
Mstep: Class 20 contains 927 members 
Mstep: Class 21 contains 26699 members 
Entering Unmasked Estep 
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Iteration 41Q: 22 clusters Score -2.480586e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 14545 members 
Mstep: Class 4 contains 4452 members 
Mstep: Class 5 contains 44295 members 
Mstep: Class 6 contains 4693 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 30585 members 
Mstep: Class 10 contains 4686 members 
Mstep: Class 11 contains 2300 members 
Mstep: Class 12 contains 63086 members 
Mstep: Class 13 contains 15609 members 
Mstep: Class 14 contains 18182 members 
Mstep: Class 15 contains 4662 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 958 members 
Mstep: Class 21 contains 26727 members 
Entering Unmasked Estep 
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Iteration 42Q: 22 clusters Score -2.480627e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 14629 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 44033 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 3601 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 30499 members 
Mstep: Class 10 contains 4688 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 63205 members 
Mstep: Class 13 contains 15567 members 
Mstep: Class 14 contains 18235 members 
Mstep: Class 15 contains 4670 members 
Mstep: Class 16 contains 1610 members 
Mstep: Class 17 contains 4718 members 
Mstep: Class 18 contains 6107 members 
Mstep: Class 19 contains 12312 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 26722 members 
Entering Unmasked Estep 
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Iteration 43Q: 22 clusters Score -2.480677e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 5669 members 
Mstep: Class 3 contains 14646 members 
Mstep: Class 4 contains 4569 members 
Mstep: Class 5 contains 43787 members 
Mstep: Class 6 contains 4689 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 5236 members 
Mstep: Class 9 contains 30438 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2171 members 
Mstep: Class 12 contains 63282 members 
Mstep: Class 13 contains 15532 members 
Mstep: Class 14 contains 18323 members 
Mstep: Class 15 contains 4675 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 12506 members 
Mstep: Class 20 contains 1003 members 
Mstep: Class 21 contains 26739 members 
Entering Unmasked Estep 
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Iteration 44Q: 22 clusters Score -2.480714e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 14649 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 43578 members 
Mstep: Class 6 contains 4696 members 
Mstep: Class 7 contains 3759 members 
Mstep: Class 8 contains 5192 members 
Mstep: Class 9 contains 30384 members 
Mstep: Class 10 contains 4665 members 
Mstep: Class 11 contains 2133 members 
Mstep: Class 12 contains 63356 members 
Mstep: Class 13 contains 15505 members 
Mstep: Class 14 contains 18423 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 16 contains 1605 members 
Mstep: Class 17 contains 4865 members 
Mstep: Class 18 contains 5990 members 
Mstep: Class 19 contains 12614 members 
Mstep: Class 20 contains 1028 members 
Mstep: Class 21 contains 26768 members 
Entering Unmasked Estep 
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Iteration 45Q: 22 clusters Score -2.480723e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5757 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 43341 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 3838 members 
Mstep: Class 8 contains 5158 members 
Mstep: Class 9 contains 30369 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 2093 members 
Mstep: Class 12 contains 63438 members 
Mstep: Class 13 contains 15485 members 
Mstep: Class 14 contains 18522 members 
Mstep: Class 15 contains 4685 members 
Mstep: Class 16 contains 1604 members 
Mstep: Class 17 contains 4917 members 
Mstep: Class 18 contains 5947 members 
Mstep: Class 19 contains 12689 members 
Mstep: Class 20 contains 1051 members 
Mstep: Class 21 contains 26776 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -2.480741e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 14671 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 43130 members 
Mstep: Class 6 contains 4697 members 
Mstep: Class 7 contains 3934 members 
Mstep: Class 8 contains 5111 members 
Mstep: Class 9 contains 30335 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 2072 members 
Mstep: Class 12 contains 63500 members 
Mstep: Class 13 contains 15449 members 
Mstep: Class 14 contains 18664 members 
Mstep: Class 15 contains 4688 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 4960 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 12745 members 
Mstep: Class 20 contains 1072 members 
Mstep: Class 21 contains 26787 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -2.480759e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 5830 members 
Mstep: Class 3 contains 14705 members 
Mstep: Class 4 contains 4591 members 
Mstep: Class 5 contains 42914 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 4017 members 
Mstep: Class 8 contains 5059 members 
Mstep: Class 9 contains 30314 members 
Mstep: Class 10 contains 4674 members 
Mstep: Class 11 contains 2054 members 
Mstep: Class 12 contains 63594 members 
Mstep: Class 13 contains 15422 members 
Mstep: Class 14 contains 18786 members 
Mstep: Class 15 contains 4689 members 
Mstep: Class 16 contains 1601 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 12775 members 
Mstep: Class 20 contains 1091 members 
Mstep: Class 21 contains 26802 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -2.48078e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 14732 members 
Mstep: Class 4 contains 4586 members 
Mstep: Class 5 contains 42705 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 4994 members 
Mstep: Class 9 contains 30295 members 
Mstep: Class 10 contains 4681 members 
Mstep: Class 11 contains 2051 members 
Mstep: Class 12 contains 63677 members 
Mstep: Class 13 contains 15395 members 
Mstep: Class 14 contains 18914 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 5020 members 
Mstep: Class 18 contains 5829 members 
Mstep: Class 19 contains 12811 members 
Mstep: Class 20 contains 1104 members 
Mstep: Class 21 contains 26818 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -2.48081e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 14786 members 
Mstep: Class 4 contains 4580 members 
Mstep: Class 5 contains 42507 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 4137 members 
Mstep: Class 8 contains 4902 members 
Mstep: Class 9 contains 30263 members 
Mstep: Class 10 contains 4687 members 
Mstep: Class 11 contains 2078 members 
Mstep: Class 12 contains 63723 members 
Mstep: Class 13 contains 15372 members 
Mstep: Class 14 contains 19041 members 
Mstep: Class 15 contains 4695 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 5048 members 
Mstep: Class 18 contains 5791 members 
Mstep: Class 19 contains 12850 members 
Mstep: Class 20 contains 1114 members 
Mstep: Class 21 contains 26839 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -2.480861e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 5933 members 
Mstep: Class 3 contains 14795 members 
Mstep: Class 4 contains 4581 members 
Mstep: Class 5 contains 42352 members 
Mstep: Class 6 contains 4710 members 
Mstep: Class 7 contains 4184 members 
Mstep: Class 8 contains 4851 members 
Mstep: Class 9 contains 30241 members 
Mstep: Class 10 contains 4684 members 
Mstep: Class 11 contains 2067 members 
Mstep: Class 12 contains 63759 members 
Mstep: Class 13 contains 15339 members 
Mstep: Class 14 contains 19175 members 
Mstep: Class 15 contains 4696 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 5758 members 
Mstep: Class 19 contains 12889 members 
Mstep: Class 20 contains 1129 members 
Mstep: Class 21 contains 26847 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -2.480891e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 14792 members 
Mstep: Class 4 contains 4587 members 
Mstep: Class 5 contains 42186 members 
Mstep: Class 6 contains 4720 members 
Mstep: Class 7 contains 4222 members 
Mstep: Class 8 contains 4836 members 
Mstep: Class 9 contains 30209 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 63805 members 
Mstep: Class 13 contains 15305 members 
Mstep: Class 14 contains 19338 members 
Mstep: Class 15 contains 4696 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 5114 members 
Mstep: Class 18 contains 5734 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 1136 members 
Mstep: Class 21 contains 26840 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -2.480913e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 5993 members 
Mstep: Class 3 contains 14776 members 
Mstep: Class 4 contains 4599 members 
Mstep: Class 5 contains 42019 members 
Mstep: Class 6 contains 4728 members 
Mstep: Class 7 contains 4261 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 30182 members 
Mstep: Class 10 contains 4677 members 
Mstep: Class 11 contains 1994 members 
Mstep: Class 12 contains 63830 members 
Mstep: Class 13 contains 15272 members 
Mstep: Class 14 contains 19494 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 5146 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 12980 members 
Mstep: Class 20 contains 1141 members 
Mstep: Class 21 contains 26837 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -2.480936e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 14782 members 
Mstep: Class 4 contains 4614 members 
Mstep: Class 5 contains 41869 members 
Mstep: Class 6 contains 4733 members 
Mstep: Class 7 contains 4286 members 
Mstep: Class 8 contains 4834 members 
Mstep: Class 9 contains 30159 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 1968 members 
Mstep: Class 12 contains 63852 members 
Mstep: Class 13 contains 15240 members 
Mstep: Class 14 contains 19636 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 5169 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 13021 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 21 contains 26830 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -2.480959e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6035 members 
Mstep: Class 3 contains 14815 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 41738 members 
Mstep: Class 6 contains 4739 members 
Mstep: Class 7 contains 4312 members 
Mstep: Class 8 contains 4828 members 
Mstep: Class 9 contains 30128 members 
Mstep: Class 10 contains 4669 members 
Mstep: Class 11 contains 1928 members 
Mstep: Class 12 contains 63898 members 
Mstep: Class 13 contains 15218 members 
Mstep: Class 14 contains 19759 members 
Mstep: Class 15 contains 4699 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 5201 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 13039 members 
Mstep: Class 20 contains 1156 members 
Mstep: Class 21 contains 26809 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -2.480959e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 14859 members 
Mstep: Class 4 contains 4641 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 4831 members 
Mstep: Class 9 contains 30104 members 
Mstep: Class 10 contains 4664 members 
Mstep: Class 11 contains 1895 members 
Mstep: Class 12 contains 63955 members 
Mstep: Class 13 contains 15188 members 
Mstep: Class 14 contains 19857 members 
Mstep: Class 15 contains 4703 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 13050 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 26795 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -2.480976e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6069 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 41472 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 4372 members 
Mstep: Class 8 contains 4819 members 
Mstep: Class 9 contains 30105 members 
Mstep: Class 10 contains 4659 members 
Mstep: Class 11 contains 1868 members 
Mstep: Class 12 contains 63998 members 
Mstep: Class 13 contains 15151 members 
Mstep: Class 14 contains 19946 members 
Mstep: Class 15 contains 4709 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 5275 members 
Mstep: Class 18 contains 5676 members 
Mstep: Class 19 contains 13046 members 
Mstep: Class 20 contains 1166 members 
Mstep: Class 21 contains 26804 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -2.480988e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 6086 members 
Mstep: Class 3 contains 14921 members 
Mstep: Class 4 contains 4659 members 
Mstep: Class 5 contains 41362 members 
Mstep: Class 6 contains 4747 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 4812 members 
Mstep: Class 9 contains 30088 members 
Mstep: Class 10 contains 4660 members 
Mstep: Class 11 contains 1829 members 
Mstep: Class 12 contains 64032 members 
Mstep: Class 13 contains 15121 members 
Mstep: Class 14 contains 20030 members 
Mstep: Class 15 contains 4712 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 1176 members 
Mstep: Class 21 contains 26807 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -2.480993e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6105 members 
Mstep: Class 3 contains 14940 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 41228 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 4418 members 
Mstep: Class 8 contains 4809 members 
Mstep: Class 9 contains 30090 members 
Mstep: Class 10 contains 4658 members 
Mstep: Class 11 contains 1809 members 
Mstep: Class 12 contains 64068 members 
Mstep: Class 13 contains 15098 members 
Mstep: Class 14 contains 20131 members 
Mstep: Class 15 contains 4714 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 5659 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 1183 members 
Mstep: Class 21 contains 26792 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -2.481e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6111 members 
Mstep: Class 3 contains 14971 members 
Mstep: Class 4 contains 4682 members 
Mstep: Class 5 contains 41103 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 4804 members 
Mstep: Class 9 contains 30081 members 
Mstep: Class 10 contains 4651 members 
Mstep: Class 11 contains 1791 members 
Mstep: Class 12 contains 64108 members 
Mstep: Class 13 contains 15081 members 
Mstep: Class 14 contains 20230 members 
Mstep: Class 15 contains 4715 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 5648 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 1186 members 
Mstep: Class 21 contains 26781 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -2.481007e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6124 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 4691 members 
Mstep: Class 5 contains 40994 members 
Mstep: Class 6 contains 4749 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 4788 members 
Mstep: Class 9 contains 30063 members 
Mstep: Class 10 contains 4646 members 
Mstep: Class 11 contains 1784 members 
Mstep: Class 12 contains 64147 members 
Mstep: Class 13 contains 15068 members 
Mstep: Class 14 contains 20290 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 5419 members 
Mstep: Class 18 contains 5640 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 1192 members 
Mstep: Class 21 contains 26763 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -2.481006e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6142 members 
Mstep: Class 3 contains 15085 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 40902 members 
Mstep: Class 6 contains 4751 members 
Mstep: Class 7 contains 4467 members 
Mstep: Class 8 contains 4779 members 
Mstep: Class 9 contains 30050 members 
Mstep: Class 10 contains 4639 members 
Mstep: Class 11 contains 1780 members 
Mstep: Class 12 contains 64173 members 
Mstep: Class 13 contains 15055 members 
Mstep: Class 14 contains 20338 members 
Mstep: Class 15 contains 4720 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 5432 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 13022 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 21 contains 26749 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -2.481012e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6159 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 40830 members 
Mstep: Class 6 contains 4755 members 
Mstep: Class 7 contains 4479 members 
Mstep: Class 8 contains 4771 members 
Mstep: Class 9 contains 30023 members 
Mstep: Class 10 contains 4637 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 12 contains 64212 members 
Mstep: Class 13 contains 15040 members 
Mstep: Class 14 contains 20375 members 
Mstep: Class 15 contains 4722 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 5450 members 
Mstep: Class 18 contains 5619 members 
Mstep: Class 19 contains 13017 members 
Mstep: Class 20 contains 1201 members 
Mstep: Class 21 contains 26742 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -2.481008e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6184 members 
Mstep: Class 3 contains 15164 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 40777 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 4770 members 
Mstep: Class 9 contains 29998 members 
Mstep: Class 10 contains 4635 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 12 contains 64243 members 
Mstep: Class 13 contains 15023 members 
Mstep: Class 14 contains 20404 members 
Mstep: Class 15 contains 4726 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 5470 members 
Mstep: Class 18 contains 5603 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 26735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810130.000000 Penalty: 42822.269531
Iteration 64Q: 22 clusters Score -2.481013e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6209 members 
Mstep: Class 3 contains 15194 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 40710 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 4512 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 29985 members 
Mstep: Class 10 contains 4634 members 
Mstep: Class 11 contains 1749 members 
Mstep: Class 12 contains 64285 members 
Mstep: Class 13 contains 15009 members 
Mstep: Class 14 contains 20410 members 
Mstep: Class 15 contains 4730 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5498 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 13002 members 
Mstep: Class 20 contains 1205 members 
Mstep: Class 21 contains 26740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810210.000000 Penalty: 42822.269531
Iteration 65Q: 22 clusters Score -2.481021e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 15229 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 40666 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 4516 members 
Mstep: Class 8 contains 4762 members 
Mstep: Class 9 contains 29961 members 
Mstep: Class 10 contains 4626 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 12 contains 64324 members 
Mstep: Class 13 contains 14987 members 
Mstep: Class 14 contains 20427 members 
Mstep: Class 15 contains 4733 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 5520 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 12995 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 26739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810250.000000 Penalty: 42822.269531
Iteration 66Q: 22 clusters Score -2.481025e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 15267 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 40632 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 4764 members 
Mstep: Class 9 contains 29945 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 12 contains 64354 members 
Mstep: Class 13 contains 14969 members 
Mstep: Class 14 contains 20433 members 
Mstep: Class 15 contains 4738 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5545 members 
Mstep: Class 18 contains 5539 members 
Mstep: Class 19 contains 12992 members 
Mstep: Class 20 contains 1206 members 
Mstep: Class 21 contains 26732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810276.000000 Penalty: 42822.269531
Iteration 67Q: 22 clusters Score -2.481028e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 15305 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 40581 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 4534 members 
Mstep: Class 8 contains 4767 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1740 members 
Mstep: Class 12 contains 64394 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 20432 members 
Mstep: Class 15 contains 4742 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5572 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 12993 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810360.000000 Penalty: 42822.269531
Iteration 68Q: 22 clusters Score -2.481036e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6317 members 
Mstep: Class 3 contains 15326 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 40535 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 4546 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 29929 members 
Mstep: Class 10 contains 4604 members 
Mstep: Class 11 contains 1730 members 
Mstep: Class 12 contains 64431 members 
Mstep: Class 13 contains 14937 members 
Mstep: Class 14 contains 20416 members 
Mstep: Class 15 contains 4745 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5604 members 
Mstep: Class 18 contains 5507 members 
Mstep: Class 19 contains 13000 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810382.000000 Penalty: 42822.269531
Iteration 69Q: 22 clusters Score -2.481038e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6377 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 40500 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 4554 members 
Mstep: Class 8 contains 4756 members 
Mstep: Class 9 contains 29920 members 
Mstep: Class 10 contains 4601 members 
Mstep: Class 11 contains 1720 members 
Mstep: Class 12 contains 64456 members 
Mstep: Class 13 contains 14921 members 
Mstep: Class 14 contains 20375 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5637 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 13003 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810456.000000 Penalty: 42822.269531
Iteration 70Q: 22 clusters Score -2.481046e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6449 members 
Mstep: Class 3 contains 15364 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 40469 members 
Mstep: Class 6 contains 4760 members 
Mstep: Class 7 contains 4563 members 
Mstep: Class 8 contains 4751 members 
Mstep: Class 9 contains 29915 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 12 contains 64482 members 
Mstep: Class 13 contains 14906 members 
Mstep: Class 14 contains 20323 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 5668 members 
Mstep: Class 18 contains 5456 members 
Mstep: Class 19 contains 13015 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810626.000000 Penalty: 42822.269531
Iteration 71Q: 22 clusters Score -2.481063e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6523 members 
Mstep: Class 3 contains 15370 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 40444 members 
Mstep: Class 6 contains 4760 members 
Mstep: Class 7 contains 4577 members 
Mstep: Class 8 contains 4745 members 
Mstep: Class 9 contains 29916 members 
Mstep: Class 10 contains 4597 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 64496 members 
Mstep: Class 13 contains 14887 members 
Mstep: Class 14 contains 20278 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 5691 members 
Mstep: Class 18 contains 5437 members 
Mstep: Class 19 contains 13020 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810684.000000 Penalty: 42822.269531
Iteration 72Q: 22 clusters Score -2.481068e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6601 members 
Mstep: Class 3 contains 15380 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 40415 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 4583 members 
Mstep: Class 8 contains 4741 members 
Mstep: Class 9 contains 29918 members 
Mstep: Class 10 contains 4589 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 64513 members 
Mstep: Class 13 contains 14888 members 
Mstep: Class 14 contains 20225 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 5719 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810742.000000 Penalty: 42822.269531
Iteration 73Q: 22 clusters Score -2.481074e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 6658 members 
Mstep: Class 3 contains 15378 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 40390 members 
Mstep: Class 6 contains 4761 members 
Mstep: Class 7 contains 4593 members 
Mstep: Class 8 contains 4729 members 
Mstep: Class 9 contains 29924 members 
Mstep: Class 10 contains 4587 members 
Mstep: Class 11 contains 1698 members 
Mstep: Class 12 contains 64546 members 
Mstep: Class 13 contains 14895 members 
Mstep: Class 14 contains 20173 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 5741 members 
Mstep: Class 18 contains 5403 members 
Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 1207 members 
Mstep: Class 21 contains 26687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810848.000000 Penalty: 42822.269531
Iteration 74Q: 22 clusters Score -2.481085e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6695 members 
Mstep: Class 3 contains 15381 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 40364 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 4606 members 
Mstep: Class 8 contains 4714 members 
Mstep: Class 9 contains 29927 members 
Mstep: Class 10 contains 4585 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 64587 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 20155 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 5389 members 
Mstep: Class 19 contains 13025 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810920.000000 Penalty: 42822.269531
Iteration 75Q: 22 clusters Score -2.481092e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 15386 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 40328 members 
Mstep: Class 6 contains 4762 members 
Mstep: Class 7 contains 4620 members 
Mstep: Class 8 contains 4702 members 
Mstep: Class 9 contains 29936 members 
Mstep: Class 10 contains 4570 members 
Mstep: Class 11 contains 1697 members 
Mstep: Class 12 contains 64636 members 
Mstep: Class 13 contains 14896 members 
Mstep: Class 14 contains 20152 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 5800 members 
Mstep: Class 18 contains 5378 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810962.000000 Penalty: 42822.269531
Iteration 76Q: 22 clusters Score -2.481096e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 6741 members 
Mstep: Class 3 contains 15394 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 40306 members 
Mstep: Class 6 contains 4763 members 
Mstep: Class 7 contains 4637 members 
Mstep: Class 8 contains 4688 members 
Mstep: Class 9 contains 29938 members 
Mstep: Class 10 contains 4557 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 12 contains 64669 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 20160 members 
Mstep: Class 15 contains 4754 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 5826 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810986.000000 Penalty: 42822.269531
Iteration 77Q: 22 clusters Score -2.481099e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6746 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 40281 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 4682 members 
Mstep: Class 9 contains 29950 members 
Mstep: Class 10 contains 4548 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 64717 members 
Mstep: Class 13 contains 14894 members 
Mstep: Class 14 contains 20170 members 
Mstep: Class 15 contains 4753 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 5351 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811052.000000 Penalty: 42822.269531
Iteration 78Q: 22 clusters Score -2.481105e+07 nChanged 304
Entering ConstructFrom: 
Score: -24811052.000000 Penalty: 42822.269531
Entering ConstructFrom: 
Trying to split cluster 1 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -551125.312500 Penalty: 1416.063843
	Iteration 0F: 2 clusters Score -551125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -546498.562500 Penalty: 2832.127686
	Iteration 0F: 3 clusters Score -546498.6 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -547862.125000 Penalty: 2832.127686
	Iteration 1F: 3 clusters Score -547862.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -548086.500000 Penalty: 2832.127686
	Iteration 2F: 3 clusters Score -548086.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -548273.875000 Penalty: 2832.127686
	Iteration 3F: 3 clusters Score -548273.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -548431.375000 Penalty: 2832.127686
	Iteration 4Q: 3 clusters Score -548431.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -548582.750000 Penalty: 2832.127686
	Iteration 5Q: 3 clusters Score -548582.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -548723.750000 Penalty: 2832.127686
	Iteration 6Q: 3 clusters Score -548723.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -548868.187500 Penalty: 2832.127686
	Iteration 7Q: 3 clusters Score -548868.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -548984.312500 Penalty: 2832.127686
	Iteration 8Q: 3 clusters Score -548984.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -549081.062500 Penalty: 2832.127686
	Iteration 9Q: 3 clusters Score -549081.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -549172.687500 Penalty: 2832.127686
	Iteration 10Q: 3 clusters Score -549172.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -549269.062500 Penalty: 2832.127686
	Iteration 11Q: 3 clusters Score -549269.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -549332.562500 Penalty: 2832.127686
	Iteration 12Q: 3 clusters Score -549332.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -549393.687500 Penalty: 2832.127686
	Iteration 13Q: 3 clusters Score -549393.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -549459.187500 Penalty: 2832.127686
	Iteration 14Q: 3 clusters Score -549459.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -549516.875000 Penalty: 2832.127686
	Iteration 15Q: 3 clusters Score -549516.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -549558.187500 Penalty: 2832.127686
	Iteration 16Q: 3 clusters Score -549558.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -549599.875000 Penalty: 2832.127686
	Iteration 17Q: 3 clusters Score -549599.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -549624.687500 Penalty: 2832.127686
	Iteration 18Q: 3 clusters Score -549624.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -549648.062500 Penalty: 2832.127686
	Iteration 19Q: 3 clusters Score -549648.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -549662.062500 Penalty: 2832.127686
	Iteration 20F: 3 clusters Score -549662.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -549677.375000 Penalty: 2832.127686
	Iteration 21Q: 3 clusters Score -549677.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -549690.625000 Penalty: 2832.127686
	Iteration 22Q: 3 clusters Score -549690.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -549705.125000 Penalty: 2832.127686
	Iteration 23Q: 3 clusters Score -549705.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -549715.375000 Penalty: 2832.127686
	Iteration 24Q: 3 clusters Score -549715.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -549722.125000 Penalty: 2832.127686
	Iteration 25Q: 3 clusters Score -549722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -549727.312500 Penalty: 2832.127686
	Iteration 26Q: 3 clusters Score -549727.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -549730.937500 Penalty: 2832.127686
	Iteration 27Q: 3 clusters Score -549730.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -549734.750000 Penalty: 2832.127686
	Iteration 28Q: 3 clusters Score -549734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -549735.125000 Penalty: 2832.127686
	Iteration 29Q: 3 clusters Score -549735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -549735.812500 Penalty: 2832.127686
	Iteration 30Q: 3 clusters Score -549735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -549736.312500 Penalty: 2832.127686
	Iteration 31Q: 3 clusters Score -549736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -549738.000000 Penalty: 2832.127686
	Iteration 32Q: 3 clusters Score -549738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -549740.812500 Penalty: 2832.127686
	Iteration 33Q: 3 clusters Score -549740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -549740.000000 Penalty: 2832.127686
	Iteration 34Q: 3 clusters Score -549740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -549742.062500 Penalty: 2832.127686
	Iteration 35Q: 3 clusters Score -549742.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -549743.000000 Penalty: 2832.127686
	Iteration 36Q: 3 clusters Score -549743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -549743.250000 Penalty: 2832.127686
	Iteration 37Q: 3 clusters Score -549743.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -549744.500000 Penalty: 2832.127686
	Iteration 38Q: 3 clusters Score -549744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -549744.437500 Penalty: 2832.127686
	Iteration 39Q: 3 clusters Score -549744.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -549745.437500 Penalty: 2832.127686
	Iteration 40F: 3 clusters Score -549745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -549747.062500 Penalty: 2832.127686
	Iteration 41Q: 3 clusters Score -549747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -549749.812500 Penalty: 2832.127686
	Iteration 42Q: 3 clusters Score -549749.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -549751.437500 Penalty: 2832.127686
	Iteration 43Q: 3 clusters Score -549751.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -549751.812500 Penalty: 2832.127686
	Iteration 44Q: 3 clusters Score -549751.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -549754.437500 Penalty: 2832.127686
	Iteration 45Q: 3 clusters Score -549754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -549756.875000 Penalty: 2832.127686
	Iteration 46Q: 3 clusters Score -549756.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -549759.562500 Penalty: 2832.127686
	Iteration 47Q: 3 clusters Score -549759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -549760.125000 Penalty: 2832.127686
	Iteration 48Q: 3 clusters Score -549760.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -549762.062500 Penalty: 2832.127686
	Iteration 49Q: 3 clusters Score -549762.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -549762.875000 Penalty: 2832.127686
	Iteration 50Q: 3 clusters Score -549762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -549763.375000 Penalty: 2832.127686
	Iteration 51Q: 3 clusters Score -549763.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -549765.375000 Penalty: 2832.127686
	Iteration 52Q: 3 clusters Score -549765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -549765.000000 Penalty: 2832.127686
	Iteration 53Q: 3 clusters Score -549765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -549766.187500 Penalty: 2832.127686
	Iteration 54Q: 3 clusters Score -549766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -549766.937500 Penalty: 2832.127686
	Iteration 55Q: 3 clusters Score -549766.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -549767.500000 Penalty: 2832.127686
	Iteration 56Q: 3 clusters Score -549767.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -549768.125000 Penalty: 2832.127686
	Iteration 57Q: 3 clusters Score -549768.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -549768.125000 Penalty: 2832.127686
	Iteration 58F: 3 clusters Score -549768.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Entering Unmasked Estep 
Score: -611332.750000 Penalty: 1432.738647
	Iteration 0F: 2 clusters Score -611332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -606259.375000 Penalty: 2865.477295
	Iteration 0F: 3 clusters Score -606259.4 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -608006.687500 Penalty: 2865.477295
	Iteration 1F: 3 clusters Score -608006.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -608436.125000 Penalty: 2865.477295
	Iteration 2F: 3 clusters Score -608436.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -608883.187500 Penalty: 2865.477295
	Iteration 3F: 3 clusters Score -608883.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -609269.250000 Penalty: 2865.477295
	Iteration 4F: 3 clusters Score -609269.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -609554.500000 Penalty: 2865.477295
	Iteration 5F: 3 clusters Score -609554.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -609736.312500 Penalty: 2865.477295
	Iteration 6Q: 3 clusters Score -609736.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -609854.937500 Penalty: 2865.477295
	Iteration 7Q: 3 clusters Score -609854.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -609932.250000 Penalty: 2865.477295
	Iteration 8Q: 3 clusters Score -609932.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -610000.812500 Penalty: 2865.477295
	Iteration 9Q: 3 clusters Score -610000.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -610057.875000 Penalty: 2865.477295
	Iteration 10Q: 3 clusters Score -610057.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -610128.000000 Penalty: 2865.477295
	Iteration 11Q: 3 clusters Score -610128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -610213.812500 Penalty: 2865.477295
	Iteration 12Q: 3 clusters Score -610213.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -610274.812500 Penalty: 2865.477295
	Iteration 13Q: 3 clusters Score -610274.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -610329.000000 Penalty: 2865.477295
	Iteration 14Q: 3 clusters Score -610329 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -610379.812500 Penalty: 2865.477295
	Iteration 15Q: 3 clusters Score -610379.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -610450.562500 Penalty: 2865.477295
	Iteration 16Q: 3 clusters Score -610450.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -610514.437500 Penalty: 2865.477295
	Iteration 17Q: 3 clusters Score -610514.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -610565.687500 Penalty: 2865.477295
	Iteration 18Q: 3 clusters Score -610565.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -610599.187500 Penalty: 2865.477295
	Iteration 19Q: 3 clusters Score -610599.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -610618.187500 Penalty: 2865.477295
	Iteration 20F: 3 clusters Score -610618.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -610637.750000 Penalty: 2865.477295
	Iteration 21Q: 3 clusters Score -610637.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -610653.062500 Penalty: 2865.477295
	Iteration 22Q: 3 clusters Score -610653.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -610659.937500 Penalty: 2865.477295
	Iteration 23Q: 3 clusters Score -610659.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -610671.500000 Penalty: 2865.477295
	Iteration 24Q: 3 clusters Score -610671.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -610679.250000 Penalty: 2865.477295
	Iteration 25Q: 3 clusters Score -610679.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -610690.812500 Penalty: 2865.477295
	Iteration 26Q: 3 clusters Score -610690.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -610702.875000 Penalty: 2865.477295
	Iteration 27Q: 3 clusters Score -610702.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -610718.625000 Penalty: 2865.477295
	Iteration 28Q: 3 clusters Score -610718.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -610723.875000 Penalty: 2865.477295
	Iteration 29Q: 3 clusters Score -610723.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -610726.000000 Penalty: 2865.477295
	Iteration 30Q: 3 clusters Score -610726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -610730.375000 Penalty: 2865.477295
	Iteration 31Q: 3 clusters Score -610730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -610732.562500 Penalty: 2865.477295
	Iteration 32Q: 3 clusters Score -610732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -610732.875000 Penalty: 2865.477295
	Iteration 33Q: 3 clusters Score -610732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -610736.187500 Penalty: 2865.477295
	Iteration 34Q: 3 clusters Score -610736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -610735.187500 Penalty: 2865.477295
	Iteration 35Q: 3 clusters Score -610735.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -610737.312500 Penalty: 2865.477295
	Iteration 36Q: 3 clusters Score -610737.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -610738.687500 Penalty: 2865.477295
	Iteration 37Q: 3 clusters Score -610738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -610740.750000 Penalty: 2865.477295
	Iteration 38Q: 3 clusters Score -610740.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -610741.562500 Penalty: 2865.477295
	Iteration 39Q: 3 clusters Score -610741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -610743.187500 Penalty: 2865.477295
	Iteration 40F: 3 clusters Score -610743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -610744.937500 Penalty: 2865.477295
	Iteration 41Q: 3 clusters Score -610744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -610745.250000 Penalty: 2865.477295
	Iteration 42Q: 3 clusters Score -610745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -610745.125000 Penalty: 2865.477295
	Iteration 43Q: 3 clusters Score -610745.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -610745.125000 Penalty: 2865.477295
	Iteration 44F: 3 clusters Score -610745.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Entering Unmasked Estep 
Score: -1400024.125000 Penalty: 1566.792236
	Iteration 0F: 2 clusters Score -1400024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1389369.375000 Penalty: 3133.584473
	Iteration 0F: 3 clusters Score -1389369 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1393128.500000 Penalty: 3133.584473
	Iteration 1F: 3 clusters Score -1393128 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1393427.750000 Penalty: 3133.584473
	Iteration 2F: 3 clusters Score -1393428 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1393667.000000 Penalty: 3133.584473
	Iteration 3Q: 3 clusters Score -1393667 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1393866.375000 Penalty: 3133.584473
	Iteration 4Q: 3 clusters Score -1393866 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1394074.375000 Penalty: 3133.584473
	Iteration 5Q: 3 clusters Score -1394074 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1394295.875000 Penalty: 3133.584473
	Iteration 6Q: 3 clusters Score -1394296 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1394529.750000 Penalty: 3133.584473
	Iteration 7Q: 3 clusters Score -1394530 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1394834.125000 Penalty: 3133.584473
	Iteration 8Q: 3 clusters Score -1394834 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1395204.250000 Penalty: 3133.584473
	Iteration 9Q: 3 clusters Score -1395204 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1395653.875000 Penalty: 3133.584473
	Iteration 10Q: 3 clusters Score -1395654 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1396207.125000 Penalty: 3133.584473
	Iteration 11Q: 3 clusters Score -1396207 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1396796.250000 Penalty: 3133.584473
	Iteration 12F: 3 clusters Score -1396796 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1397222.625000 Penalty: 3133.584473
	Iteration 13Q: 3 clusters Score -1397223 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1397466.875000 Penalty: 3133.584473
	Iteration 14Q: 3 clusters Score -1397467 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1397602.875000 Penalty: 3133.584473
	Iteration 15Q: 3 clusters Score -1397603 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1397680.625000 Penalty: 3133.584473
	Iteration 16Q: 3 clusters Score -1397681 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1397730.250000 Penalty: 3133.584473
	Iteration 17Q: 3 clusters Score -1397730 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1397762.500000 Penalty: 3133.584473
	Iteration 18Q: 3 clusters Score -1397762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1397777.500000 Penalty: 3133.584473
	Iteration 19Q: 3 clusters Score -1397778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1397795.875000 Penalty: 3133.584473
	Iteration 20F: 3 clusters Score -1397796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1397804.875000 Penalty: 3133.584473
	Iteration 21Q: 3 clusters Score -1397805 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1397810.125000 Penalty: 3133.584473
	Iteration 22Q: 3 clusters Score -1397810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1397818.875000 Penalty: 3133.584473
	Iteration 23Q: 3 clusters Score -1397819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1397822.375000 Penalty: 3133.584473
	Iteration 24Q: 3 clusters Score -1397822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1397827.875000 Penalty: 3133.584473
	Iteration 25Q: 3 clusters Score -1397828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1397827.500000 Penalty: 3133.584473
	Iteration 26Q: 3 clusters Score -1397828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1397827.500000 Penalty: 3133.584473
	Iteration 27Q: 3 clusters Score -1397828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1397827.375000 Penalty: 3133.584473
	Iteration 28Q: 3 clusters Score -1397827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1397831.875000 Penalty: 3133.584473
	Iteration 29Q: 3 clusters Score -1397832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1397834.750000 Penalty: 3133.584473
	Iteration 30Q: 3 clusters Score -1397835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1397836.000000 Penalty: 3133.584473
	Iteration 31Q: 3 clusters Score -1397836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1397839.875000 Penalty: 3133.584473
	Iteration 32Q: 3 clusters Score -1397840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1397839.500000 Penalty: 3133.584473
	Iteration 33Q: 3 clusters Score -1397840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1397840.125000 Penalty: 3133.584473
	Iteration 34Q: 3 clusters Score -1397840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1397841.500000 Penalty: 3133.584473
	Iteration 35Q: 3 clusters Score -1397842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1397838.750000 Penalty: 3133.584473
	Iteration 36Q: 3 clusters Score -1397839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1397837.500000 Penalty: 3133.584473
	Iteration 37Q: 3 clusters Score -1397838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1397837.625000 Penalty: 3133.584473
	Iteration 38Q: 3 clusters Score -1397838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1397839.125000 Penalty: 3133.584473
	Iteration 39Q: 3 clusters Score -1397839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1397840.125000 Penalty: 3133.584473
	Iteration 40F: 3 clusters Score -1397840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1397840.125000 Penalty: 3133.584473
	Iteration 41Q: 3 clusters Score -1397840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1397837.750000 Penalty: 3133.584473
	Iteration 42Q: 3 clusters Score -1397838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1397839.000000 Penalty: 3133.584473
	Iteration 43Q: 3 clusters Score -1397839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1397839.000000 Penalty: 3133.584473
	Iteration 44F: 3 clusters Score -1397839 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -423577.500000 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -423577.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -419784.875000 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -419784.9 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -420890.937500 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -420890.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -421097.468750 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -421097.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -421213.875000 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -421213.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -421309.500000 Penalty: 2749.358398
	Iteration 4Q: 3 clusters Score -421309.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -421441.156250 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -421441.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -421602.625000 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -421602.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -421818.343750 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -421818.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -422123.937500 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -422123.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -422459.468750 Penalty: 2749.358398
	Iteration 9F: 3 clusters Score -422459.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -422746.593750 Penalty: 2749.358398
	Iteration 10F: 3 clusters Score -422746.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -422923.937500 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -422923.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -423024.218750 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -423024.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -423086.687500 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -423086.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -423123.187500 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -423123.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -423149.375000 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -423149.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -423172.656250 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -423172.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -423194.125000 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -423194.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -423205.593750 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -423205.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -423218.218750 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -423218.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -423224.656250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -423224.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -423232.312500 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -423232.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -423236.843750 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -423236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -423239.062500 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -423239.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -423239.437500 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -423239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -423239.718750 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -423239.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -423240.406250 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -423240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -423240.500000 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -423240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -423240.500000 Penalty: 2749.358398
	Iteration 28F: 3 clusters Score -423240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Entering Unmasked Estep 
Score: -3598480.500000 Penalty: 1723.006104
	Iteration 0F: 2 clusters Score -3598480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3571407.000000 Penalty: 3446.012207
	Iteration 0F: 3 clusters Score -3571407 nChanged 18754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -3581967.500000 Penalty: 3446.012207
	Iteration 1F: 3 clusters Score -3581968 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3582533.000000 Penalty: 3446.012207
	Iteration 2Q: 3 clusters Score -3582533 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3583208.750000 Penalty: 3446.012207
	Iteration 3Q: 3 clusters Score -3583209 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3584059.750000 Penalty: 3446.012207
	Iteration 4Q: 3 clusters Score -3584060 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3585089.500000 Penalty: 3446.012207
	Iteration 5F: 3 clusters Score -3585090 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -3586307.250000 Penalty: 3446.012207
	Iteration 6F: 3 clusters Score -3586307 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3587741.000000 Penalty: 3446.012207
	Iteration 7F: 3 clusters Score -3587741 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3589136.750000 Penalty: 3446.012207
	Iteration 8F: 3 clusters Score -3589137 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3590351.000000 Penalty: 3446.012207
	Iteration 9F: 3 clusters Score -3590351 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3591312.500000 Penalty: 3446.012207
	Iteration 10Q: 3 clusters Score -3591312 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -3592091.500000 Penalty: 3446.012207
	Iteration 11Q: 3 clusters Score -3592092 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -3592650.750000 Penalty: 3446.012207
	Iteration 12Q: 3 clusters Score -3592651 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3593082.750000 Penalty: 3446.012207
	Iteration 13Q: 3 clusters Score -3593083 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3593383.250000 Penalty: 3446.012207
	Iteration 14Q: 3 clusters Score -3593383 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3593666.750000 Penalty: 3446.012207
	Iteration 15Q: 3 clusters Score -3593667 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3593949.000000 Penalty: 3446.012207
	Iteration 16Q: 3 clusters Score -3593949 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -3594213.750000 Penalty: 3446.012207
	Iteration 17Q: 3 clusters Score -3594214 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -3594447.250000 Penalty: 3446.012207
	Iteration 18Q: 3 clusters Score -3594447 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3594676.750000 Penalty: 3446.012207
	Iteration 19Q: 3 clusters Score -3594677 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3594894.000000 Penalty: 3446.012207
	Iteration 20F: 3 clusters Score -3594894 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3595087.750000 Penalty: 3446.012207
	Iteration 21Q: 3 clusters Score -3595088 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3595325.000000 Penalty: 3446.012207
	Iteration 22Q: 3 clusters Score -3595325 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3595519.500000 Penalty: 3446.012207
	Iteration 23Q: 3 clusters Score -3595520 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3595705.750000 Penalty: 3446.012207
	Iteration 24Q: 3 clusters Score -3595706 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3595899.500000 Penalty: 3446.012207
	Iteration 25Q: 3 clusters Score -3595900 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3596072.250000 Penalty: 3446.012207
	Iteration 26Q: 3 clusters Score -3596072 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3596221.750000 Penalty: 3446.012207
	Iteration 27Q: 3 clusters Score -3596222 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -3596381.000000 Penalty: 3446.012207
	Iteration 28Q: 3 clusters Score -3596381 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3596513.500000 Penalty: 3446.012207
	Iteration 29Q: 3 clusters Score -3596514 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3596632.250000 Penalty: 3446.012207
	Iteration 30Q: 3 clusters Score -3596632 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3596757.750000 Penalty: 3446.012207
	Iteration 31Q: 3 clusters Score -3596758 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3596859.250000 Penalty: 3446.012207
	Iteration 32Q: 3 clusters Score -3596859 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3596929.750000 Penalty: 3446.012207
	Iteration 33Q: 3 clusters Score -3596930 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3597014.000000 Penalty: 3446.012207
	Iteration 34Q: 3 clusters Score -3597014 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3597063.750000 Penalty: 3446.012207
	Iteration 35Q: 3 clusters Score -3597064 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3597101.500000 Penalty: 3446.012207
	Iteration 36Q: 3 clusters Score -3597102 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39355 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3597139.750000 Penalty: 3446.012207
	Iteration 37Q: 3 clusters Score -3597140 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3597154.250000 Penalty: 3446.012207
	Iteration 38Q: 3 clusters Score -3597154 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3597172.750000 Penalty: 3446.012207
	Iteration 39Q: 3 clusters Score -3597173 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3597188.750000 Penalty: 3446.012207
	Iteration 40F: 3 clusters Score -3597189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3597197.500000 Penalty: 3446.012207
	Iteration 41Q: 3 clusters Score -3597198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3597212.250000 Penalty: 3446.012207
	Iteration 42Q: 3 clusters Score -3597212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3597211.500000 Penalty: 3446.012207
	Iteration 43Q: 3 clusters Score -3597212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3597221.500000 Penalty: 3446.012207
	Iteration 44Q: 3 clusters Score -3597222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3597224.750000 Penalty: 3446.012207
	Iteration 45Q: 3 clusters Score -3597225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3597230.750000 Penalty: 3446.012207
	Iteration 46Q: 3 clusters Score -3597231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3597235.500000 Penalty: 3446.012207
	Iteration 47Q: 3 clusters Score -3597236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -3597240.500000 Penalty: 3446.012207
	Iteration 48Q: 3 clusters Score -3597240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3597241.500000 Penalty: 3446.012207
	Iteration 49Q: 3 clusters Score -3597242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3597245.500000 Penalty: 3446.012207
	Iteration 50Q: 3 clusters Score -3597246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3597246.250000 Penalty: 3446.012207
	Iteration 51Q: 3 clusters Score -3597246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3597248.250000 Penalty: 3446.012207
	Iteration 52Q: 3 clusters Score -3597248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3597248.250000 Penalty: 3446.012207
	Iteration 53F: 3 clusters Score -3597248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -419946.500000 Penalty: 1376.255249
	Iteration 0F: 2 clusters Score -419946.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -416100.812500 Penalty: 2752.510498
	Iteration 0F: 3 clusters Score -416100.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -417098.500000 Penalty: 2752.510498
	Iteration 1F: 3 clusters Score -417098.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -417286.937500 Penalty: 2752.510498
	Iteration 2F: 3 clusters Score -417286.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -417426.906250 Penalty: 2752.510498
	Iteration 3F: 3 clusters Score -417426.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -417523.531250 Penalty: 2752.510498
	Iteration 4Q: 3 clusters Score -417523.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -417584.375000 Penalty: 2752.510498
	Iteration 5Q: 3 clusters Score -417584.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -417633.750000 Penalty: 2752.510498
	Iteration 6Q: 3 clusters Score -417633.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -417681.968750 Penalty: 2752.510498
	Iteration 7Q: 3 clusters Score -417682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -417729.562500 Penalty: 2752.510498
	Iteration 8Q: 3 clusters Score -417729.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -417765.937500 Penalty: 2752.510498
	Iteration 9Q: 3 clusters Score -417765.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -417792.250000 Penalty: 2752.510498
	Iteration 10Q: 3 clusters Score -417792.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -417814.343750 Penalty: 2752.510498
	Iteration 11Q: 3 clusters Score -417814.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -417835.468750 Penalty: 2752.510498
	Iteration 12Q: 3 clusters Score -417835.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -417850.000000 Penalty: 2752.510498
	Iteration 13Q: 3 clusters Score -417850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -417863.812500 Penalty: 2752.510498
	Iteration 14Q: 3 clusters Score -417863.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -417874.687500 Penalty: 2752.510498
	Iteration 15Q: 3 clusters Score -417874.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -417884.125000 Penalty: 2752.510498
	Iteration 16Q: 3 clusters Score -417884.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -417893.343750 Penalty: 2752.510498
	Iteration 17Q: 3 clusters Score -417893.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -417901.968750 Penalty: 2752.510498
	Iteration 18Q: 3 clusters Score -417902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -417909.312500 Penalty: 2752.510498
	Iteration 19Q: 3 clusters Score -417909.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417916.031250 Penalty: 2752.510498
	Iteration 20F: 3 clusters Score -417916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -417923.656250 Penalty: 2752.510498
	Iteration 21Q: 3 clusters Score -417923.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -417932.781250 Penalty: 2752.510498
	Iteration 22Q: 3 clusters Score -417932.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -417943.781250 Penalty: 2752.510498
	Iteration 23Q: 3 clusters Score -417943.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -417950.906250 Penalty: 2752.510498
	Iteration 24Q: 3 clusters Score -417950.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -417960.218750 Penalty: 2752.510498
	Iteration 25Q: 3 clusters Score -417960.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -417977.281250 Penalty: 2752.510498
	Iteration 26Q: 3 clusters Score -417977.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -417990.375000 Penalty: 2752.510498
	Iteration 27Q: 3 clusters Score -417990.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -418007.343750 Penalty: 2752.510498
	Iteration 28Q: 3 clusters Score -418007.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -418023.437500 Penalty: 2752.510498
	Iteration 29Q: 3 clusters Score -418023.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -418039.906250 Penalty: 2752.510498
	Iteration 30Q: 3 clusters Score -418039.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -418055.906250 Penalty: 2752.510498
	Iteration 31Q: 3 clusters Score -418055.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -418077.093750 Penalty: 2752.510498
	Iteration 32Q: 3 clusters Score -418077.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -418101.031250 Penalty: 2752.510498
	Iteration 33Q: 3 clusters Score -418101 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -418123.656250 Penalty: 2752.510498
	Iteration 34Q: 3 clusters Score -418123.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -418141.343750 Penalty: 2752.510498
	Iteration 35Q: 3 clusters Score -418141.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418162.906250 Penalty: 2752.510498
	Iteration 36Q: 3 clusters Score -418162.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -418182.843750 Penalty: 2752.510498
	Iteration 37Q: 3 clusters Score -418182.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -418200.250000 Penalty: 2752.510498
	Iteration 38Q: 3 clusters Score -418200.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -418214.843750 Penalty: 2752.510498
	Iteration 39Q: 3 clusters Score -418214.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -418229.187500 Penalty: 2752.510498
	Iteration 40F: 3 clusters Score -418229.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -418242.593750 Penalty: 2752.510498
	Iteration 41Q: 3 clusters Score -418242.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -418249.937500 Penalty: 2752.510498
	Iteration 42Q: 3 clusters Score -418249.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -418256.187500 Penalty: 2752.510498
	Iteration 43Q: 3 clusters Score -418256.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -418264.718750 Penalty: 2752.510498
	Iteration 44Q: 3 clusters Score -418264.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -418272.062500 Penalty: 2752.510498
	Iteration 45Q: 3 clusters Score -418272.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -418279.000000 Penalty: 2752.510498
	Iteration 46Q: 3 clusters Score -418279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -418283.687500 Penalty: 2752.510498
	Iteration 47Q: 3 clusters Score -418283.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -418286.437500 Penalty: 2752.510498
	Iteration 48Q: 3 clusters Score -418286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -418291.406250 Penalty: 2752.510498
	Iteration 49Q: 3 clusters Score -418291.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -418295.312500 Penalty: 2752.510498
	Iteration 50Q: 3 clusters Score -418295.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -418303.968750 Penalty: 2752.510498
	Iteration 51Q: 3 clusters Score -418304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -418314.125000 Penalty: 2752.510498
	Iteration 52Q: 3 clusters Score -418314.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -418322.687500 Penalty: 2752.510498
	Iteration 53Q: 3 clusters Score -418322.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -418328.250000 Penalty: 2752.510498
	Iteration 54Q: 3 clusters Score -418328.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -418339.593750 Penalty: 2752.510498
	Iteration 55Q: 3 clusters Score -418339.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -418348.875000 Penalty: 2752.510498
	Iteration 56Q: 3 clusters Score -418348.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -418353.968750 Penalty: 2752.510498
	Iteration 57Q: 3 clusters Score -418354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -418357.562500 Penalty: 2752.510498
	Iteration 58Q: 3 clusters Score -418357.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -418362.093750 Penalty: 2752.510498
	Iteration 59Q: 3 clusters Score -418362.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -418365.187500 Penalty: 2752.510498
	Iteration 60F: 3 clusters Score -418365.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -418370.062500 Penalty: 2752.510498
	Iteration 61Q: 3 clusters Score -418370.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -418374.562500 Penalty: 2752.510498
	Iteration 62Q: 3 clusters Score -418374.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -418383.843750 Penalty: 2752.510498
	Iteration 63Q: 3 clusters Score -418383.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -418398.125000 Penalty: 2752.510498
	Iteration 64Q: 3 clusters Score -418398.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -418413.031250 Penalty: 2752.510498
	Iteration 65Q: 3 clusters Score -418413 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -418425.375000 Penalty: 2752.510498
	Iteration 66Q: 3 clusters Score -418425.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -418436.468750 Penalty: 2752.510498
	Iteration 67Q: 3 clusters Score -418436.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -418447.468750 Penalty: 2752.510498
	Iteration 68Q: 3 clusters Score -418447.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -418457.343750 Penalty: 2752.510498
	Iteration 69Q: 3 clusters Score -418457.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -418474.437500 Penalty: 2752.510498
	Iteration 70Q: 3 clusters Score -418474.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -418489.468750 Penalty: 2752.510498
	Iteration 71Q: 3 clusters Score -418489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -418498.593750 Penalty: 2752.510498
	Iteration 72Q: 3 clusters Score -418498.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -418506.437500 Penalty: 2752.510498
	Iteration 73Q: 3 clusters Score -418506.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -418512.687500 Penalty: 2752.510498
	Iteration 74Q: 3 clusters Score -418512.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -418520.718750 Penalty: 2752.510498
	Iteration 75Q: 3 clusters Score -418520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -418524.062500 Penalty: 2752.510498
	Iteration 76Q: 3 clusters Score -418524.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -418527.781250 Penalty: 2752.510498
	Iteration 77Q: 3 clusters Score -418527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -418531.312500 Penalty: 2752.510498
	Iteration 78Q: 3 clusters Score -418531.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -418537.031250 Penalty: 2752.510498
	Iteration 79Q: 3 clusters Score -418537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -418542.625000 Penalty: 2752.510498
	Iteration 80F: 3 clusters Score -418542.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -418547.187500 Penalty: 2752.510498
	Iteration 81Q: 3 clusters Score -418547.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -418552.156250 Penalty: 2752.510498
	Iteration 82Q: 3 clusters Score -418552.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -418554.062500 Penalty: 2752.510498
	Iteration 83Q: 3 clusters Score -418554.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -418555.718750 Penalty: 2752.510498
	Iteration 84Q: 3 clusters Score -418555.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -418558.281250 Penalty: 2752.510498
	Iteration 85Q: 3 clusters Score -418558.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -418560.125000 Penalty: 2752.510498
	Iteration 86Q: 3 clusters Score -418560.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -418561.781250 Penalty: 2752.510498
	Iteration 87Q: 3 clusters Score -418561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -418564.562500 Penalty: 2752.510498
	Iteration 88Q: 3 clusters Score -418564.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -418566.625000 Penalty: 2752.510498
	Iteration 89Q: 3 clusters Score -418566.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -418568.781250 Penalty: 2752.510498
	Iteration 90Q: 3 clusters Score -418568.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -418572.437500 Penalty: 2752.510498
	Iteration 91Q: 3 clusters Score -418572.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -418576.625000 Penalty: 2752.510498
	Iteration 92Q: 3 clusters Score -418576.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -418579.812500 Penalty: 2752.510498
	Iteration 93Q: 3 clusters Score -418579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -418582.937500 Penalty: 2752.510498
	Iteration 94Q: 3 clusters Score -418582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -418584.343750 Penalty: 2752.510498
	Iteration 95Q: 3 clusters Score -418584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -418584.968750 Penalty: 2752.510498
	Iteration 96Q: 3 clusters Score -418585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -418584.968750 Penalty: 2752.510498
	Iteration 97F: 3 clusters Score -418585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Entering Unmasked Estep 
Score: -419823.656250 Penalty: 1372.565308
	Iteration 0F: 2 clusters Score -419823.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -416076.531250 Penalty: 2745.130615
	Iteration 0F: 3 clusters Score -416076.5 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -417089.687500 Penalty: 2745.130615
	Iteration 1F: 3 clusters Score -417089.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -417249.281250 Penalty: 2745.130615
	Iteration 2F: 3 clusters Score -417249.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -417350.968750 Penalty: 2745.130615
	Iteration 3Q: 3 clusters Score -417351 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -417430.656250 Penalty: 2745.130615
	Iteration 4Q: 3 clusters Score -417430.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -417493.937500 Penalty: 2745.130615
	Iteration 5Q: 3 clusters Score -417493.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -417551.812500 Penalty: 2745.130615
	Iteration 6Q: 3 clusters Score -417551.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -417601.812500 Penalty: 2745.130615
	Iteration 7Q: 3 clusters Score -417601.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -417639.343750 Penalty: 2745.130615
	Iteration 8Q: 3 clusters Score -417639.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -417680.500000 Penalty: 2745.130615
	Iteration 9Q: 3 clusters Score -417680.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -417727.343750 Penalty: 2745.130615
	Iteration 10Q: 3 clusters Score -417727.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -417778.000000 Penalty: 2745.130615
	Iteration 11Q: 3 clusters Score -417778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -417826.343750 Penalty: 2745.130615
	Iteration 12Q: 3 clusters Score -417826.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -417872.062500 Penalty: 2745.130615
	Iteration 13Q: 3 clusters Score -417872.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -417915.718750 Penalty: 2745.130615
	Iteration 14Q: 3 clusters Score -417915.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -417959.468750 Penalty: 2745.130615
	Iteration 15Q: 3 clusters Score -417959.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -418001.031250 Penalty: 2745.130615
	Iteration 16Q: 3 clusters Score -418001 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -418052.312500 Penalty: 2745.130615
	Iteration 17Q: 3 clusters Score -418052.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -418102.406250 Penalty: 2745.130615
	Iteration 18Q: 3 clusters Score -418102.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -418160.250000 Penalty: 2745.130615
	Iteration 19Q: 3 clusters Score -418160.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -418213.312500 Penalty: 2745.130615
	Iteration 20F: 3 clusters Score -418213.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -418256.437500 Penalty: 2745.130615
	Iteration 21Q: 3 clusters Score -418256.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -418300.906250 Penalty: 2745.130615
	Iteration 22Q: 3 clusters Score -418300.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -418343.437500 Penalty: 2745.130615
	Iteration 23Q: 3 clusters Score -418343.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -418381.781250 Penalty: 2745.130615
	Iteration 24Q: 3 clusters Score -418381.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -418416.156250 Penalty: 2745.130615
	Iteration 25Q: 3 clusters Score -418416.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -418433.812500 Penalty: 2745.130615
	Iteration 26Q: 3 clusters Score -418433.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -418448.906250 Penalty: 2745.130615
	Iteration 27Q: 3 clusters Score -418448.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -418466.218750 Penalty: 2745.130615
	Iteration 28Q: 3 clusters Score -418466.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -418480.656250 Penalty: 2745.130615
	Iteration 29Q: 3 clusters Score -418480.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -418495.531250 Penalty: 2745.130615
	Iteration 30Q: 3 clusters Score -418495.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -418507.718750 Penalty: 2745.130615
	Iteration 31Q: 3 clusters Score -418507.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -418518.218750 Penalty: 2745.130615
	Iteration 32Q: 3 clusters Score -418518.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -418528.656250 Penalty: 2745.130615
	Iteration 33Q: 3 clusters Score -418528.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -418541.750000 Penalty: 2745.130615
	Iteration 34Q: 3 clusters Score -418541.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -418550.312500 Penalty: 2745.130615
	Iteration 35Q: 3 clusters Score -418550.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -418554.656250 Penalty: 2745.130615
	Iteration 36Q: 3 clusters Score -418554.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -418556.187500 Penalty: 2745.130615
	Iteration 37Q: 3 clusters Score -418556.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -418558.937500 Penalty: 2745.130615
	Iteration 38Q: 3 clusters Score -418558.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -418566.218750 Penalty: 2745.130615
	Iteration 39Q: 3 clusters Score -418566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -418570.968750 Penalty: 2745.130615
	Iteration 40F: 3 clusters Score -418571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -418580.000000 Penalty: 2745.130615
	Iteration 41Q: 3 clusters Score -418580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -418588.000000 Penalty: 2745.130615
	Iteration 42Q: 3 clusters Score -418588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -418595.000000 Penalty: 2745.130615
	Iteration 43Q: 3 clusters Score -418595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -418599.843750 Penalty: 2745.130615
	Iteration 44Q: 3 clusters Score -418599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -418601.968750 Penalty: 2745.130615
	Iteration 45Q: 3 clusters Score -418602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -418606.312500 Penalty: 2745.130615
	Iteration 46Q: 3 clusters Score -418606.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -418607.968750 Penalty: 2745.130615
	Iteration 47Q: 3 clusters Score -418608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -418611.625000 Penalty: 2745.130615
	Iteration 48Q: 3 clusters Score -418611.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -418614.593750 Penalty: 2745.130615
	Iteration 49Q: 3 clusters Score -418614.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -418617.718750 Penalty: 2745.130615
	Iteration 50Q: 3 clusters Score -418617.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -418619.968750 Penalty: 2745.130615
	Iteration 51Q: 3 clusters Score -418620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -418623.000000 Penalty: 2745.130615
	Iteration 52Q: 3 clusters Score -418623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -418623.656250 Penalty: 2745.130615
	Iteration 53Q: 3 clusters Score -418623.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -418625.656250 Penalty: 2745.130615
	Iteration 54Q: 3 clusters Score -418625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -418628.062500 Penalty: 2745.130615
	Iteration 55Q: 3 clusters Score -418628.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -418631.187500 Penalty: 2745.130615
	Iteration 56Q: 3 clusters Score -418631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -418634.562500 Penalty: 2745.130615
	Iteration 57Q: 3 clusters Score -418634.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -418634.562500 Penalty: 2745.130615
	Iteration 58F: 3 clusters Score -418634.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Entering Unmasked Estep 
Score: -399502.687500 Penalty: 1373.157227
	Iteration 0F: 2 clusters Score -399502.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -395773.343750 Penalty: 2746.314453
	Iteration 0F: 3 clusters Score -395773.3 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -396796.468750 Penalty: 2746.314453
	Iteration 1F: 3 clusters Score -396796.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -397118.375000 Penalty: 2746.314453
	Iteration 2F: 3 clusters Score -397118.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -397478.343750 Penalty: 2746.314453
	Iteration 3F: 3 clusters Score -397478.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -397806.593750 Penalty: 2746.314453
	Iteration 4F: 3 clusters Score -397806.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -398056.875000 Penalty: 2746.314453
	Iteration 5F: 3 clusters Score -398056.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -398291.781250 Penalty: 2746.314453
	Iteration 6F: 3 clusters Score -398291.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -398522.531250 Penalty: 2746.314453
	Iteration 7Q: 3 clusters Score -398522.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -398750.406250 Penalty: 2746.314453
	Iteration 8Q: 3 clusters Score -398750.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -398918.437500 Penalty: 2746.314453
	Iteration 9Q: 3 clusters Score -398918.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -399018.000000 Penalty: 2746.314453
	Iteration 10Q: 3 clusters Score -399018 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -399075.406250 Penalty: 2746.314453
	Iteration 11Q: 3 clusters Score -399075.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -399117.687500 Penalty: 2746.314453
	Iteration 12Q: 3 clusters Score -399117.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -399148.062500 Penalty: 2746.314453
	Iteration 13Q: 3 clusters Score -399148.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -399173.781250 Penalty: 2746.314453
	Iteration 14Q: 3 clusters Score -399173.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -399191.750000 Penalty: 2746.314453
	Iteration 15Q: 3 clusters Score -399191.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -399208.093750 Penalty: 2746.314453
	Iteration 16Q: 3 clusters Score -399208.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -399221.812500 Penalty: 2746.314453
	Iteration 17Q: 3 clusters Score -399221.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -399234.750000 Penalty: 2746.314453
	Iteration 18Q: 3 clusters Score -399234.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -399248.625000 Penalty: 2746.314453
	Iteration 19Q: 3 clusters Score -399248.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -399267.312500 Penalty: 2746.314453
	Iteration 20F: 3 clusters Score -399267.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -399291.125000 Penalty: 2746.314453
	Iteration 21Q: 3 clusters Score -399291.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -399317.437500 Penalty: 2746.314453
	Iteration 22Q: 3 clusters Score -399317.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -399348.812500 Penalty: 2746.314453
	Iteration 23Q: 3 clusters Score -399348.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -399376.750000 Penalty: 2746.314453
	Iteration 24Q: 3 clusters Score -399376.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -399400.968750 Penalty: 2746.314453
	Iteration 25Q: 3 clusters Score -399401 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -399420.000000 Penalty: 2746.314453
	Iteration 26Q: 3 clusters Score -399420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -399436.093750 Penalty: 2746.314453
	Iteration 27Q: 3 clusters Score -399436.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -399448.437500 Penalty: 2746.314453
	Iteration 28Q: 3 clusters Score -399448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -399460.093750 Penalty: 2746.314453
	Iteration 29Q: 3 clusters Score -399460.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -399474.750000 Penalty: 2746.314453
	Iteration 30Q: 3 clusters Score -399474.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -399487.156250 Penalty: 2746.314453
	Iteration 31Q: 3 clusters Score -399487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -399506.000000 Penalty: 2746.314453
	Iteration 32Q: 3 clusters Score -399506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -399523.718750 Penalty: 2746.314453
	Iteration 33Q: 3 clusters Score -399523.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -399540.125000 Penalty: 2746.314453
	Iteration 34Q: 3 clusters Score -399540.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -399552.562500 Penalty: 2746.314453
	Iteration 35Q: 3 clusters Score -399552.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -399562.843750 Penalty: 2746.314453
	Iteration 36Q: 3 clusters Score -399562.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -399568.031250 Penalty: 2746.314453
	Iteration 37Q: 3 clusters Score -399568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -399575.875000 Penalty: 2746.314453
	Iteration 38Q: 3 clusters Score -399575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -399582.000000 Penalty: 2746.314453
	Iteration 39Q: 3 clusters Score -399582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -399587.031250 Penalty: 2746.314453
	Iteration 40F: 3 clusters Score -399587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -399593.718750 Penalty: 2746.314453
	Iteration 41Q: 3 clusters Score -399593.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -399601.062500 Penalty: 2746.314453
	Iteration 42Q: 3 clusters Score -399601.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -399608.812500 Penalty: 2746.314453
	Iteration 43Q: 3 clusters Score -399608.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -399626.312500 Penalty: 2746.314453
	Iteration 44Q: 3 clusters Score -399626.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -399644.437500 Penalty: 2746.314453
	Iteration 45Q: 3 clusters Score -399644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -399663.031250 Penalty: 2746.314453
	Iteration 46Q: 3 clusters Score -399663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -399675.000000 Penalty: 2746.314453
	Iteration 47Q: 3 clusters Score -399675 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -399680.031250 Penalty: 2746.314453
	Iteration 48Q: 3 clusters Score -399680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -399685.968750 Penalty: 2746.314453
	Iteration 49Q: 3 clusters Score -399686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -399692.812500 Penalty: 2746.314453
	Iteration 50Q: 3 clusters Score -399692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -399695.406250 Penalty: 2746.314453
	Iteration 51Q: 3 clusters Score -399695.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -399697.187500 Penalty: 2746.314453
	Iteration 52Q: 3 clusters Score -399697.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -399698.468750 Penalty: 2746.314453
	Iteration 53Q: 3 clusters Score -399698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399699.093750 Penalty: 2746.314453
	Iteration 54Q: 3 clusters Score -399699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399699.093750 Penalty: 2746.314453
	Iteration 55F: 3 clusters Score -399699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 2916 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 64748 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 20165 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 5888 members 
Mstep: Class 18 contains 5339 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26607 members 
Mstep: Class 22 contains 1760 members 
Entering Unmasked Estep 
Score: -24810536.000000 Penalty: 44861.425781
Splitting cluster 8 changes total score from -24811052.000000 to -24810536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (29958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Entering Unmasked Estep 
Score: -2789251.500000 Penalty: 1674.977051
	Iteration 0F: 2 clusters Score -2789252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2769291.000000 Penalty: 3349.954102
	Iteration 0F: 3 clusters Score -2769291 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2776871.750000 Penalty: 3349.954102
	Iteration 1F: 3 clusters Score -2776872 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2777305.000000 Penalty: 3349.954102
	Iteration 2Q: 3 clusters Score -2777305 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2777730.500000 Penalty: 3349.954102
	Iteration 3Q: 3 clusters Score -2777730 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2778178.500000 Penalty: 3349.954102
	Iteration 4Q: 3 clusters Score -2778178 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2778546.500000 Penalty: 3349.954102
	Iteration 5Q: 3 clusters Score -2778546 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2778893.250000 Penalty: 3349.954102
	Iteration 6Q: 3 clusters Score -2778893 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2779202.250000 Penalty: 3349.954102
	Iteration 7Q: 3 clusters Score -2779202 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2779492.250000 Penalty: 3349.954102
	Iteration 8Q: 3 clusters Score -2779492 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -2779784.000000 Penalty: 3349.954102
	Iteration 9Q: 3 clusters Score -2779784 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2780075.000000 Penalty: 3349.954102
	Iteration 10Q: 3 clusters Score -2780075 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2780445.750000 Penalty: 3349.954102
	Iteration 11Q: 3 clusters Score -2780446 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2780940.750000 Penalty: 3349.954102
	Iteration 12Q: 3 clusters Score -2780941 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -2781512.750000 Penalty: 3349.954102
	Iteration 13Q: 3 clusters Score -2781513 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -2782189.500000 Penalty: 3349.954102
	Iteration 14Q: 3 clusters Score -2782190 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2782871.750000 Penalty: 3349.954102
	Iteration 15Q: 3 clusters Score -2782872 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2783459.750000 Penalty: 3349.954102
	Iteration 16Q: 3 clusters Score -2783460 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -2783975.500000 Penalty: 3349.954102
	Iteration 17Q: 3 clusters Score -2783976 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2784416.000000 Penalty: 3349.954102
	Iteration 18Q: 3 clusters Score -2784416 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2784756.250000 Penalty: 3349.954102
	Iteration 19Q: 3 clusters Score -2784756 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2785009.500000 Penalty: 3349.954102
	Iteration 20F: 3 clusters Score -2785010 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2785281.500000 Penalty: 3349.954102
	Iteration 21Q: 3 clusters Score -2785282 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2785494.000000 Penalty: 3349.954102
	Iteration 22Q: 3 clusters Score -2785494 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2785673.500000 Penalty: 3349.954102
	Iteration 23Q: 3 clusters Score -2785674 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2785798.250000 Penalty: 3349.954102
	Iteration 24Q: 3 clusters Score -2785798 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2785905.750000 Penalty: 3349.954102
	Iteration 25Q: 3 clusters Score -2785906 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2786010.250000 Penalty: 3349.954102
	Iteration 26Q: 3 clusters Score -2786010 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2786071.250000 Penalty: 3349.954102
	Iteration 27Q: 3 clusters Score -2786071 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2786151.000000 Penalty: 3349.954102
	Iteration 28Q: 3 clusters Score -2786151 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2786220.750000 Penalty: 3349.954102
	Iteration 29Q: 3 clusters Score -2786221 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2786296.250000 Penalty: 3349.954102
	Iteration 30Q: 3 clusters Score -2786296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2786361.000000 Penalty: 3349.954102
	Iteration 31Q: 3 clusters Score -2786361 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2786413.250000 Penalty: 3349.954102
	Iteration 32Q: 3 clusters Score -2786413 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2786456.000000 Penalty: 3349.954102
	Iteration 33Q: 3 clusters Score -2786456 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2786505.750000 Penalty: 3349.954102
	Iteration 34Q: 3 clusters Score -2786506 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2786565.000000 Penalty: 3349.954102
	Iteration 35Q: 3 clusters Score -2786565 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2786595.750000 Penalty: 3349.954102
	Iteration 36Q: 3 clusters Score -2786596 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2786641.500000 Penalty: 3349.954102
	Iteration 37Q: 3 clusters Score -2786642 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2786677.250000 Penalty: 3349.954102
	Iteration 38Q: 3 clusters Score -2786677 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2786710.000000 Penalty: 3349.954102
	Iteration 39Q: 3 clusters Score -2786710 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2786715.000000 Penalty: 3349.954102
	Iteration 40F: 3 clusters Score -2786715 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2786738.750000 Penalty: 3349.954102
	Iteration 41Q: 3 clusters Score -2786739 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2786752.500000 Penalty: 3349.954102
	Iteration 42Q: 3 clusters Score -2786752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -2786765.750000 Penalty: 3349.954102
	Iteration 43Q: 3 clusters Score -2786766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2786779.250000 Penalty: 3349.954102
	Iteration 44Q: 3 clusters Score -2786779 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2786790 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2786805 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2786810 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2786817 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2786824 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -2786833.000000 Penalty: 3349.954102
	Iteration 50Q: 3 clusters Score -2786833 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2786845 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2786852 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2786854 nChanged 29
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Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2786854 nChanged 21
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Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2786858 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2786868 nChanged 20
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Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2786866 nChanged 28
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Mstep: Class 1 contains 24426 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2786863 nChanged 20
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Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2786864 nChanged 20
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Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -2786864 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2786866 nChanged 19
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Mstep: Class 1 contains 24508 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2786864 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2786865 nChanged 12
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Mstep: Class 1 contains 24534 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2786868 nChanged 18
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Mstep: Class 1 contains 24552 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2786867 nChanged 17
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Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2786870 nChanged 15
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Mstep: Class 1 contains 24584 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2786873 nChanged 13
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Mstep: Class 1 contains 24597 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2786872 nChanged 16
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Mstep: Class 1 contains 24613 members 
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	Iteration 69Q: 3 clusters Score -2786870 nChanged 20
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Mstep: Class 1 contains 24633 members 
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	Iteration 70Q: 3 clusters Score -2786875 nChanged 23
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Mstep: Class 1 contains 24656 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2786871 nChanged 26
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Mstep: Class 1 contains 24678 members 
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	Iteration 72Q: 3 clusters Score -2786870 nChanged 24
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Mstep: Class 1 contains 24702 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2786876 nChanged 20
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Mstep: Class 1 contains 24722 members 
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	Iteration 74Q: 3 clusters Score -2786880 nChanged 16
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Mstep: Class 1 contains 24738 members 
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	Iteration 75Q: 3 clusters Score -2786884 nChanged 18
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	Iteration 76Q: 3 clusters Score -2786886 nChanged 19
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Mstep: Class 1 contains 24771 members 
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	Iteration 77Q: 3 clusters Score -2786888 nChanged 22
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Mstep: Class 1 contains 24793 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2786893 nChanged 30
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	Iteration 79Q: 3 clusters Score -2786894 nChanged 29
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	Iteration 80F: 3 clusters Score -2786897 nChanged 39
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Mstep: Class 1 contains 24889 members 
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	Iteration 81Q: 3 clusters Score -2786904 nChanged 42
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	Iteration 82Q: 3 clusters Score -2786904 nChanged 43
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	Iteration 83Q: 3 clusters Score -2786906 nChanged 28
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Mstep: Class 1 contains 25002 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2786908 nChanged 29
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Mstep: Class 1 contains 25031 members 
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	Iteration 85Q: 3 clusters Score -2786912 nChanged 24
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Mstep: Class 1 contains 25053 members 
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	Iteration 86Q: 3 clusters Score -2786910 nChanged 18
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Mstep: Class 1 contains 25071 members 
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	Iteration 87Q: 3 clusters Score -2786918 nChanged 16
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	Iteration 88Q: 3 clusters Score -2786916 nChanged 21
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Mstep: Class 1 contains 25108 members 
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	Iteration 89Q: 3 clusters Score -2786912 nChanged 23
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	Iteration 90Q: 3 clusters Score -2786914 nChanged 26
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Mstep: Class 1 contains 25157 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2786920 nChanged 24
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Mstep: Class 1 contains 25181 members 
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	Iteration 92Q: 3 clusters Score -2786920 nChanged 17
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Mstep: Class 1 contains 25198 members 
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	Iteration 93Q: 3 clusters Score -2786922 nChanged 22
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Mstep: Class 1 contains 25220 members 
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	Iteration 94Q: 3 clusters Score -2786923 nChanged 20
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Mstep: Class 1 contains 25240 members 
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	Iteration 95Q: 3 clusters Score -2786930 nChanged 22
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	Iteration 96Q: 3 clusters Score -2786926 nChanged 30
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Mstep: Class 1 contains 25292 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2786934 nChanged 34
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	Iteration 98Q: 3 clusters Score -2786939 nChanged 37
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Mstep: Class 1 contains 25361 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -2786944 nChanged 26
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Mstep: Class 1 contains 25387 members 
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	Iteration 100F: 3 clusters Score -2786945 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25419 members 
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	Iteration 101Q: 3 clusters Score -2786947 nChanged 37
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	Iteration 102Q: 3 clusters Score -2786943 nChanged 37
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	Iteration 103Q: 3 clusters Score -2786956 nChanged 37
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	Iteration 104Q: 3 clusters Score -2786948 nChanged 40
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	Iteration 105Q: 3 clusters Score -2786962 nChanged 43
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	Iteration 106Q: 3 clusters Score -2786971 nChanged 39
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	Iteration 107Q: 3 clusters Score -2786970 nChanged 49
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	Iteration 108Q: 3 clusters Score -2786974 nChanged 55
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	Iteration 109Q: 3 clusters Score -2786993 nChanged 66
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Mstep: Class 1 contains 25820 members 
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	Iteration 110Q: 3 clusters Score -2787002 nChanged 64
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	Iteration 111Q: 3 clusters Score -2787011 nChanged 70
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	Iteration 112Q: 3 clusters Score -2787019 nChanged 70
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	Iteration 113Q: 3 clusters Score -2787026 nChanged 73
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	Iteration 114Q: 3 clusters Score -2787051 nChanged 79
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	Iteration 115Q: 3 clusters Score -2787068 nChanged 78
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	Iteration 116Q: 3 clusters Score -2787080 nChanged 83
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	Iteration 117Q: 3 clusters Score -2787095 nChanged 88
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	Iteration 118Q: 3 clusters Score -2787111 nChanged 93
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	Iteration 119Q: 3 clusters Score -2787137 nChanged 89
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	Iteration 120F: 3 clusters Score -2787139 nChanged 74
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	Iteration 121Q: 3 clusters Score -2787153 nChanged 72
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	Iteration 122Q: 3 clusters Score -2787170 nChanged 79
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	Iteration 123Q: 3 clusters Score -2787183 nChanged 81
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	Iteration 124Q: 3 clusters Score -2787192 nChanged 70
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	Iteration 125Q: 3 clusters Score -2787208 nChanged 65
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	Iteration 126Q: 3 clusters Score -2787224 nChanged 72
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	Iteration 127Q: 3 clusters Score -2787237 nChanged 70
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	Iteration 128Q: 3 clusters Score -2787252 nChanged 70
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	Iteration 129Q: 3 clusters Score -2787276 nChanged 66
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	Iteration 130Q: 3 clusters Score -2787286 nChanged 87
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2787312 nChanged 75
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2787312 nChanged 66
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2787338 nChanged 73
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	Iteration 134Q: 3 clusters Score -2787357 nChanged 74
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2787378 nChanged 78
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2787413 nChanged 80
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2787431 nChanged 75
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2787444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2787461.000000 Penalty: 3349.954102
	Iteration 139Q: 3 clusters Score -2787461 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2787486.000000 Penalty: 3349.954102
	Iteration 140F: 3 clusters Score -2787486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2787509.750000 Penalty: 3349.954102
	Iteration 141Q: 3 clusters Score -2787510 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2787529.500000 Penalty: 3349.954102
	Iteration 142Q: 3 clusters Score -2787530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2787554.000000 Penalty: 3349.954102
	Iteration 143Q: 3 clusters Score -2787554 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2787572.750000 Penalty: 3349.954102
	Iteration 144Q: 3 clusters Score -2787573 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2787603.000000 Penalty: 3349.954102
	Iteration 145Q: 3 clusters Score -2787603 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2787637.250000 Penalty: 3349.954102
	Iteration 146Q: 3 clusters Score -2787637 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2787660.500000 Penalty: 3349.954102
	Iteration 147Q: 3 clusters Score -2787660 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2787689.750000 Penalty: 3349.954102
	Iteration 148Q: 3 clusters Score -2787690 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2787717.750000 Penalty: 3349.954102
	Iteration 149Q: 3 clusters Score -2787718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2787747.250000 Penalty: 3349.954102
	Iteration 150Q: 3 clusters Score -2787747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2787766.000000 Penalty: 3349.954102
	Iteration 151Q: 3 clusters Score -2787766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2787784.250000 Penalty: 3349.954102
	Iteration 152Q: 3 clusters Score -2787784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28827 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2787793.500000 Penalty: 3349.954102
	Iteration 153Q: 3 clusters Score -2787794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2787805.000000 Penalty: 3349.954102
	Iteration 154Q: 3 clusters Score -2787805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2787809.500000 Penalty: 3349.954102
	Iteration 155Q: 3 clusters Score -2787810 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2787822.250000 Penalty: 3349.954102
	Iteration 156Q: 3 clusters Score -2787822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2787834.250000 Penalty: 3349.954102
	Iteration 157Q: 3 clusters Score -2787834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2787837.500000 Penalty: 3349.954102
	Iteration 158Q: 3 clusters Score -2787838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2787841.500000 Penalty: 3349.954102
	Iteration 159Q: 3 clusters Score -2787842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2787841.000000 Penalty: 3349.954102
	Iteration 160F: 3 clusters Score -2787841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2787842.250000 Penalty: 3349.954102
	Iteration 161Q: 3 clusters Score -2787842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2787841.500000 Penalty: 3349.954102
	Iteration 162Q: 3 clusters Score -2787842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2787844.000000 Penalty: 3349.954102
	Iteration 163Q: 3 clusters Score -2787844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2787846.500000 Penalty: 3349.954102
	Iteration 164Q: 3 clusters Score -2787846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2787849.250000 Penalty: 3349.954102
	Iteration 165Q: 3 clusters Score -2787849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2787851.000000 Penalty: 3349.954102
	Iteration 166Q: 3 clusters Score -2787851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2787850.000000 Penalty: 3349.954102
	Iteration 167Q: 3 clusters Score -2787850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2787854.500000 Penalty: 3349.954102
	Iteration 168Q: 3 clusters Score -2787854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2787852.250000 Penalty: 3349.954102
	Iteration 169Q: 3 clusters Score -2787852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2787851.250000 Penalty: 3349.954102
	Iteration 170Q: 3 clusters Score -2787851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2787851.250000 Penalty: 3349.954102
	Iteration 171Q: 3 clusters Score -2787851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2787851.500000 Penalty: 3349.954102
	Iteration 172Q: 3 clusters Score -2787852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2787851.500000 Penalty: 3349.954102
	Iteration 173F: 3 clusters Score -2787852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -364920.375000 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -364920.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -361216.437500 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -361216.4 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -362468.812500 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -362468.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -362869.312500 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -362869.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -363136.781250 Penalty: 2736.721680
	Iteration 3F: 3 clusters Score -363136.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -363298.968750 Penalty: 2736.721680
	Iteration 4F: 3 clusters Score -363299 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -363412.250000 Penalty: 2736.721680
	Iteration 5Q: 3 clusters Score -363412.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -363487.187500 Penalty: 2736.721680
	Iteration 6Q: 3 clusters Score -363487.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -363534.906250 Penalty: 2736.721680
	Iteration 7Q: 3 clusters Score -363534.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -363582.125000 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -363582.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -363620.312500 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -363620.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -363666.343750 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -363666.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -363712.937500 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -363712.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -363759.843750 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -363759.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -363806.375000 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -363806.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -363848.812500 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -363848.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -363889.968750 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -363890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -363934.406250 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -363934.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -363977.968750 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -363978 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -364017.625000 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -364017.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -364043.437500 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -364043.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -364069.312500 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -364069.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -364092.906250 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -364092.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -364113.937500 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -364113.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -364132.593750 Penalty: 2736.721680
	Iteration 23Q: 3 clusters Score -364132.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -364150.031250 Penalty: 2736.721680
	Iteration 24Q: 3 clusters Score -364150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -364166.000000 Penalty: 2736.721680
	Iteration 25Q: 3 clusters Score -364166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -364180.968750 Penalty: 2736.721680
	Iteration 26Q: 3 clusters Score -364181 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -364193.531250 Penalty: 2736.721680
	Iteration 27Q: 3 clusters Score -364193.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -364202.000000 Penalty: 2736.721680
	Iteration 28Q: 3 clusters Score -364202 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -364207.875000 Penalty: 2736.721680
	Iteration 29Q: 3 clusters Score -364207.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -364212.843750 Penalty: 2736.721680
	Iteration 30Q: 3 clusters Score -364212.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -364219.343750 Penalty: 2736.721680
	Iteration 31Q: 3 clusters Score -364219.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -364223.812500 Penalty: 2736.721680
	Iteration 32Q: 3 clusters Score -364223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -364226.187500 Penalty: 2736.721680
	Iteration 33Q: 3 clusters Score -364226.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -364226.656250 Penalty: 2736.721680
	Iteration 34Q: 3 clusters Score -364226.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -364227.687500 Penalty: 2736.721680
	Iteration 35Q: 3 clusters Score -364227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -364228.812500 Penalty: 2736.721680
	Iteration 36Q: 3 clusters Score -364228.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364228.687500 Penalty: 2736.721680
	Iteration 37Q: 3 clusters Score -364228.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -364229.625000 Penalty: 2736.721680
	Iteration 38Q: 3 clusters Score -364229.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364229.000000 Penalty: 2736.721680
	Iteration 39Q: 3 clusters Score -364229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -364229.000000 Penalty: 2736.721680
	Iteration 40F: 3 clusters Score -364229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -145651.234375 Penalty: 1207.489868
	Iteration 0F: 2 clusters Score -145651.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -143755.343750 Penalty: 2414.979736
	Iteration 0F: 3 clusters Score -143755.3 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -144126.000000 Penalty: 2414.979736
	Iteration 1F: 3 clusters Score -144126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -144228.718750 Penalty: 2414.979736
	Iteration 2F: 3 clusters Score -144228.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -144307.062500 Penalty: 2414.979736
	Iteration 3Q: 3 clusters Score -144307.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -144345.906250 Penalty: 2414.979736
	Iteration 4Q: 3 clusters Score -144345.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -144375.140625 Penalty: 2414.979736
	Iteration 5Q: 3 clusters Score -144375.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -144406.343750 Penalty: 2414.979736
	Iteration 6Q: 3 clusters Score -144406.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144437.093750 Penalty: 2414.979736
	Iteration 7Q: 3 clusters Score -144437.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144469.453125 Penalty: 2414.979736
	Iteration 8Q: 3 clusters Score -144469.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -144495.390625 Penalty: 2414.979736
	Iteration 9Q: 3 clusters Score -144495.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -144526.156250 Penalty: 2414.979736
	Iteration 10Q: 3 clusters Score -144526.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -144546.359375 Penalty: 2414.979736
	Iteration 11Q: 3 clusters Score -144546.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -144555.390625 Penalty: 2414.979736
	Iteration 12Q: 3 clusters Score -144555.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -144561.218750 Penalty: 2414.979736
	Iteration 13Q: 3 clusters Score -144561.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144572.671875 Penalty: 2414.979736
	Iteration 14Q: 3 clusters Score -144572.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -144588.609375 Penalty: 2414.979736
	Iteration 15Q: 3 clusters Score -144588.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -144609.093750 Penalty: 2414.979736
	Iteration 16Q: 3 clusters Score -144609.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144632.125000 Penalty: 2414.979736
	Iteration 17Q: 3 clusters Score -144632.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144662.312500 Penalty: 2414.979736
	Iteration 18Q: 3 clusters Score -144662.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144696.625000 Penalty: 2414.979736
	Iteration 19Q: 3 clusters Score -144696.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -144714.156250 Penalty: 2414.979736
	Iteration 20F: 3 clusters Score -144714.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144725.140625 Penalty: 2414.979736
	Iteration 21Q: 3 clusters Score -144725.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -144737.265625 Penalty: 2414.979736
	Iteration 22Q: 3 clusters Score -144737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -144752.296875 Penalty: 2414.979736
	Iteration 23Q: 3 clusters Score -144752.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -144765.515625 Penalty: 2414.979736
	Iteration 24Q: 3 clusters Score -144765.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -144778.828125 Penalty: 2414.979736
	Iteration 25Q: 3 clusters Score -144778.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -144786.546875 Penalty: 2414.979736
	Iteration 26Q: 3 clusters Score -144786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -144791.187500 Penalty: 2414.979736
	Iteration 27Q: 3 clusters Score -144791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144794.453125 Penalty: 2414.979736
	Iteration 28Q: 3 clusters Score -144794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -144797.906250 Penalty: 2414.979736
	Iteration 29Q: 3 clusters Score -144797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144799.609375 Penalty: 2414.979736
	Iteration 30Q: 3 clusters Score -144799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -144799.609375 Penalty: 2414.979736
	Iteration 31F: 3 clusters Score -144799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (64748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Entering Unmasked Estep 
Score: -6019489.000000 Penalty: 1800.217041
	Iteration 0F: 2 clusters Score -6019489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 32220 members 
Entering Unmasked Estep 
Score: -5976455.500000 Penalty: 3600.434082
	Iteration 0F: 3 clusters Score -5976456 nChanged 30587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -5993751.000000 Penalty: 3600.434082
	Iteration 1F: 3 clusters Score -5993751 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35235 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -5994255.500000 Penalty: 3600.434082
	Iteration 2Q: 3 clusters Score -5994256 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -5995036.000000 Penalty: 3600.434082
	Iteration 3Q: 3 clusters Score -5995036 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5996212.500000 Penalty: 3600.434082
	Iteration 4Q: 3 clusters Score -5996212 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -5998161.000000 Penalty: 3600.434082
	Iteration 5F: 3 clusters Score -5998161 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6001312.000000 Penalty: 3600.434082
	Iteration 6F: 3 clusters Score -6001312 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52427 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -6005793.000000 Penalty: 3600.434082
	Iteration 7F: 3 clusters Score -6005793 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -6010679.500000 Penalty: 3600.434082
	Iteration 8F: 3 clusters Score -6010680 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6014513.500000 Penalty: 3600.434082
	Iteration 9F: 3 clusters Score -6014514 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63407 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6016534.000000 Penalty: 3600.434082
	Iteration 10Q: 3 clusters Score -6016534 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6017386.000000 Penalty: 3600.434082
	Iteration 11Q: 3 clusters Score -6017386 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64489 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6017666.500000 Penalty: 3600.434082
	Iteration 12Q: 3 clusters Score -6017666 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64553 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6017760.000000 Penalty: 3600.434082
	Iteration 13Q: 3 clusters Score -6017760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6017794.000000 Penalty: 3600.434082
	Iteration 14Q: 3 clusters Score -6017794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64597 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6017837.500000 Penalty: 3600.434082
	Iteration 15Q: 3 clusters Score -6017838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6017863.000000 Penalty: 3600.434082
	Iteration 16Q: 3 clusters Score -6017863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -6017879.000000 Penalty: 3600.434082
	Iteration 17Q: 3 clusters Score -6017879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64617 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6017883.000000 Penalty: 3600.434082
	Iteration 18Q: 3 clusters Score -6017883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64621 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -6017897.500000 Penalty: 3600.434082
	Iteration 19Q: 3 clusters Score -6017898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64624 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6017906.500000 Penalty: 3600.434082
	Iteration 20F: 3 clusters Score -6017906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64626 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6017907.500000 Penalty: 3600.434082
	Iteration 21Q: 3 clusters Score -6017908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6017909.500000 Penalty: 3600.434082
	Iteration 22Q: 3 clusters Score -6017910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64630 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6017917.000000 Penalty: 3600.434082
	Iteration 23Q: 3 clusters Score -6017917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6017918.000000 Penalty: 3600.434082
	Iteration 24Q: 3 clusters Score -6017918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64631 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6017918.000000 Penalty: 3600.434082
	Iteration 25F: 3 clusters Score -6017918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Entering Unmasked Estep 
Score: -1318869.625000 Penalty: 1561.481445
	Iteration 0F: 2 clusters Score -1318870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1308554.625000 Penalty: 3122.962891
	Iteration 0F: 3 clusters Score -1308555 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1312214.625000 Penalty: 3122.962891
	Iteration 1F: 3 clusters Score -1312215 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1312645.125000 Penalty: 3122.962891
	Iteration 2F: 3 clusters Score -1312645 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1313113.625000 Penalty: 3122.962891
	Iteration 3F: 3 clusters Score -1313114 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1313588.500000 Penalty: 3122.962891
	Iteration 4F: 3 clusters Score -1313588 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1314061.625000 Penalty: 3122.962891
	Iteration 5F: 3 clusters Score -1314062 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1314545.625000 Penalty: 3122.962891
	Iteration 6F: 3 clusters Score -1314546 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1315059.750000 Penalty: 3122.962891
	Iteration 7F: 3 clusters Score -1315060 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1315514.125000 Penalty: 3122.962891
	Iteration 8Q: 3 clusters Score -1315514 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1315841.625000 Penalty: 3122.962891
	Iteration 9Q: 3 clusters Score -1315842 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1316014.625000 Penalty: 3122.962891
	Iteration 10Q: 3 clusters Score -1316015 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1316136.750000 Penalty: 3122.962891
	Iteration 11Q: 3 clusters Score -1316137 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1316224.250000 Penalty: 3122.962891
	Iteration 12Q: 3 clusters Score -1316224 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1316296.250000 Penalty: 3122.962891
	Iteration 13Q: 3 clusters Score -1316296 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1316370.500000 Penalty: 3122.962891
	Iteration 14Q: 3 clusters Score -1316370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -1316444.000000 Penalty: 3122.962891
	Iteration 15Q: 3 clusters Score -1316444 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1316498.250000 Penalty: 3122.962891
	Iteration 16Q: 3 clusters Score -1316498 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1316562.625000 Penalty: 3122.962891
	Iteration 17Q: 3 clusters Score -1316563 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1316608.000000 Penalty: 3122.962891
	Iteration 18Q: 3 clusters Score -1316608 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1316649.625000 Penalty: 3122.962891
	Iteration 19Q: 3 clusters Score -1316650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1316694.375000 Penalty: 3122.962891
	Iteration 20F: 3 clusters Score -1316694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1316741.500000 Penalty: 3122.962891
	Iteration 21Q: 3 clusters Score -1316742 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1316785.375000 Penalty: 3122.962891
	Iteration 22Q: 3 clusters Score -1316785 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -1316840.500000 Penalty: 3122.962891
	Iteration 23Q: 3 clusters Score -1316840 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1316899.875000 Penalty: 3122.962891
	Iteration 24Q: 3 clusters Score -1316900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1316946.750000 Penalty: 3122.962891
	Iteration 25Q: 3 clusters Score -1316947 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1316991.125000 Penalty: 3122.962891
	Iteration 26Q: 3 clusters Score -1316991 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1317016.375000 Penalty: 3122.962891
	Iteration 27Q: 3 clusters Score -1317016 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1317050.250000 Penalty: 3122.962891
	Iteration 28Q: 3 clusters Score -1317050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -1317086.625000 Penalty: 3122.962891
	Iteration 29Q: 3 clusters Score -1317087 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1317117.875000 Penalty: 3122.962891
	Iteration 30Q: 3 clusters Score -1317118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1317166.250000 Penalty: 3122.962891
	Iteration 31Q: 3 clusters Score -1317166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1317220.250000 Penalty: 3122.962891
	Iteration 32Q: 3 clusters Score -1317220 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1317276.250000 Penalty: 3122.962891
	Iteration 33Q: 3 clusters Score -1317276 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1317329.000000 Penalty: 3122.962891
	Iteration 34Q: 3 clusters Score -1317329 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1317388.000000 Penalty: 3122.962891
	Iteration 35Q: 3 clusters Score -1317388 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1317456.125000 Penalty: 3122.962891
	Iteration 36Q: 3 clusters Score -1317456 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1317507.375000 Penalty: 3122.962891
	Iteration 37Q: 3 clusters Score -1317507 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1317567.750000 Penalty: 3122.962891
	Iteration 38Q: 3 clusters Score -1317568 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -1317617.750000 Penalty: 3122.962891
	Iteration 39Q: 3 clusters Score -1317618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -1317666.875000 Penalty: 3122.962891
	Iteration 40F: 3 clusters Score -1317667 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1317709.000000 Penalty: 3122.962891
	Iteration 41Q: 3 clusters Score -1317709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1317746.125000 Penalty: 3122.962891
	Iteration 42Q: 3 clusters Score -1317746 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1317783.000000 Penalty: 3122.962891
	Iteration 43Q: 3 clusters Score -1317783 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1317821.125000 Penalty: 3122.962891
	Iteration 44Q: 3 clusters Score -1317821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1317848.750000 Penalty: 3122.962891
	Iteration 45Q: 3 clusters Score -1317849 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1317867.625000 Penalty: 3122.962891
	Iteration 46Q: 3 clusters Score -1317868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1317883.125000 Penalty: 3122.962891
	Iteration 47Q: 3 clusters Score -1317883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1317889.875000 Penalty: 3122.962891
	Iteration 48Q: 3 clusters Score -1317890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -1317899.500000 Penalty: 3122.962891
	Iteration 49Q: 3 clusters Score -1317900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1317907.500000 Penalty: 3122.962891
	Iteration 50Q: 3 clusters Score -1317908 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1317918.875000 Penalty: 3122.962891
	Iteration 51Q: 3 clusters Score -1317919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1317927.375000 Penalty: 3122.962891
	Iteration 52Q: 3 clusters Score -1317927 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1317938.000000 Penalty: 3122.962891
	Iteration 53Q: 3 clusters Score -1317938 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1317944.250000 Penalty: 3122.962891
	Iteration 54Q: 3 clusters Score -1317944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1317952.750000 Penalty: 3122.962891
	Iteration 55Q: 3 clusters Score -1317953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1317957.000000 Penalty: 3122.962891
	Iteration 56Q: 3 clusters Score -1317957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -1317963.000000 Penalty: 3122.962891
	Iteration 57Q: 3 clusters Score -1317963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1317964.500000 Penalty: 3122.962891
	Iteration 58Q: 3 clusters Score -1317964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1317968.125000 Penalty: 3122.962891
	Iteration 59Q: 3 clusters Score -1317968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1317969.125000 Penalty: 3122.962891
	Iteration 60F: 3 clusters Score -1317969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1317967.250000 Penalty: 3122.962891
	Iteration 61Q: 3 clusters Score -1317967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -1317969.625000 Penalty: 3122.962891
	Iteration 62Q: 3 clusters Score -1317970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -1317967.875000 Penalty: 3122.962891
	Iteration 63Q: 3 clusters Score -1317968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1317971.000000 Penalty: 3122.962891
	Iteration 64Q: 3 clusters Score -1317971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1317973.750000 Penalty: 3122.962891
	Iteration 65Q: 3 clusters Score -1317974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1317980.125000 Penalty: 3122.962891
	Iteration 66Q: 3 clusters Score -1317980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1317980.875000 Penalty: 3122.962891
	Iteration 67Q: 3 clusters Score -1317981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1317983.125000 Penalty: 3122.962891
	Iteration 68Q: 3 clusters Score -1317983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1317986.125000 Penalty: 3122.962891
	Iteration 69Q: 3 clusters Score -1317986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -1317985.500000 Penalty: 3122.962891
	Iteration 70Q: 3 clusters Score -1317986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1317985.750000 Penalty: 3122.962891
	Iteration 71Q: 3 clusters Score -1317986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1317987.750000 Penalty: 3122.962891
	Iteration 72Q: 3 clusters Score -1317988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -1317985.500000 Penalty: 3122.962891
	Iteration 73Q: 3 clusters Score -1317986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1317986.500000 Penalty: 3122.962891
	Iteration 74Q: 3 clusters Score -1317986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1317985.875000 Penalty: 3122.962891
	Iteration 75Q: 3 clusters Score -1317986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1317986.750000 Penalty: 3122.962891
	Iteration 76Q: 3 clusters Score -1317987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1317988.125000 Penalty: 3122.962891
	Iteration 77Q: 3 clusters Score -1317988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1317988.375000 Penalty: 3122.962891
	Iteration 78Q: 3 clusters Score -1317988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1317987.875000 Penalty: 3122.962891
	Iteration 79Q: 3 clusters Score -1317988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1317985.875000 Penalty: 3122.962891
	Iteration 80F: 3 clusters Score -1317986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1317991.375000 Penalty: 3122.962891
	Iteration 81Q: 3 clusters Score -1317991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1317994.125000 Penalty: 3122.962891
	Iteration 82Q: 3 clusters Score -1317994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1317997.000000 Penalty: 3122.962891
	Iteration 83Q: 3 clusters Score -1317997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1317998.375000 Penalty: 3122.962891
	Iteration 84Q: 3 clusters Score -1317998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1317996.875000 Penalty: 3122.962891
	Iteration 85Q: 3 clusters Score -1317997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1317996.875000 Penalty: 3122.962891
	Iteration 86F: 3 clusters Score -1317997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Entering Unmasked Estep 
Score: -1798782.625000 Penalty: 1610.651855
	Iteration 0F: 2 clusters Score -1798783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1785044.125000 Penalty: 3221.303711
	Iteration 0F: 3 clusters Score -1785044 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1790279.000000 Penalty: 3221.303711
	Iteration 1F: 3 clusters Score -1790279 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1791034.000000 Penalty: 3221.303711
	Iteration 2F: 3 clusters Score -1791034 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1792103.875000 Penalty: 3221.303711
	Iteration 3F: 3 clusters Score -1792104 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1793335.250000 Penalty: 3221.303711
	Iteration 4F: 3 clusters Score -1793335 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -1794514.625000 Penalty: 3221.303711
	Iteration 5F: 3 clusters Score -1794515 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1795647.125000 Penalty: 3221.303711
	Iteration 6F: 3 clusters Score -1795647 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1796536.125000 Penalty: 3221.303711
	Iteration 7F: 3 clusters Score -1796536 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1797251.375000 Penalty: 3221.303711
	Iteration 8Q: 3 clusters Score -1797251 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1797820.625000 Penalty: 3221.303711
	Iteration 9Q: 3 clusters Score -1797821 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1798356.250000 Penalty: 3221.303711
	Iteration 10Q: 3 clusters Score -1798356 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1798672.750000 Penalty: 3221.303711
	Iteration 11Q: 3 clusters Score -1798673 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -1798857.750000 Penalty: 3221.303711
	Iteration 12Q: 3 clusters Score -1798858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -1798971.375000 Penalty: 3221.303711
	Iteration 13Q: 3 clusters Score -1798971 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -1799040.750000 Penalty: 3221.303711
	Iteration 14Q: 3 clusters Score -1799041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -1799083.375000 Penalty: 3221.303711
	Iteration 15Q: 3 clusters Score -1799083 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1799103.250000 Penalty: 3221.303711
	Iteration 16Q: 3 clusters Score -1799103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -1799122.000000 Penalty: 3221.303711
	Iteration 17Q: 3 clusters Score -1799122 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1799132.250000 Penalty: 3221.303711
	Iteration 18Q: 3 clusters Score -1799132 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1799150.875000 Penalty: 3221.303711
	Iteration 19Q: 3 clusters Score -1799151 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1799165.625000 Penalty: 3221.303711
	Iteration 20F: 3 clusters Score -1799166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1799171.500000 Penalty: 3221.303711
	Iteration 21Q: 3 clusters Score -1799172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1799195.000000 Penalty: 3221.303711
	Iteration 22Q: 3 clusters Score -1799195 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -1799204.875000 Penalty: 3221.303711
	Iteration 23Q: 3 clusters Score -1799205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -1799221.000000 Penalty: 3221.303711
	Iteration 24Q: 3 clusters Score -1799221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -1799235.625000 Penalty: 3221.303711
	Iteration 25Q: 3 clusters Score -1799236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1799244.375000 Penalty: 3221.303711
	Iteration 26Q: 3 clusters Score -1799244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1799255.250000 Penalty: 3221.303711
	Iteration 27Q: 3 clusters Score -1799255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -1799265.875000 Penalty: 3221.303711
	Iteration 28Q: 3 clusters Score -1799266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -1799279.625000 Penalty: 3221.303711
	Iteration 29Q: 3 clusters Score -1799280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -1799285.750000 Penalty: 3221.303711
	Iteration 30Q: 3 clusters Score -1799286 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -1799294.875000 Penalty: 3221.303711
	Iteration 31Q: 3 clusters Score -1799295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1799305.625000 Penalty: 3221.303711
	Iteration 32Q: 3 clusters Score -1799306 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1799315.375000 Penalty: 3221.303711
	Iteration 33Q: 3 clusters Score -1799315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -1799320.875000 Penalty: 3221.303711
	Iteration 34Q: 3 clusters Score -1799321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -1799330.500000 Penalty: 3221.303711
	Iteration 35Q: 3 clusters Score -1799330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -1799341.250000 Penalty: 3221.303711
	Iteration 36Q: 3 clusters Score -1799341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1799351.000000 Penalty: 3221.303711
	Iteration 37Q: 3 clusters Score -1799351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1799353.375000 Penalty: 3221.303711
	Iteration 38Q: 3 clusters Score -1799353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -1799368.625000 Penalty: 3221.303711
	Iteration 39Q: 3 clusters Score -1799369 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -1799374.625000 Penalty: 3221.303711
	Iteration 40F: 3 clusters Score -1799375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -1799377.875000 Penalty: 3221.303711
	Iteration 41Q: 3 clusters Score -1799378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -1799383.500000 Penalty: 3221.303711
	Iteration 42Q: 3 clusters Score -1799384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -1799390.125000 Penalty: 3221.303711
	Iteration 43Q: 3 clusters Score -1799390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -1799391.000000 Penalty: 3221.303711
	Iteration 44Q: 3 clusters Score -1799391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1799390.875000 Penalty: 3221.303711
	Iteration 45Q: 3 clusters Score -1799391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1799391.750000 Penalty: 3221.303711
	Iteration 46Q: 3 clusters Score -1799392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1799390.625000 Penalty: 3221.303711
	Iteration 47Q: 3 clusters Score -1799391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -1799390.625000 Penalty: 3221.303711
	Iteration 48F: 3 clusters Score -1799391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 64748 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 5888 members 
Mstep: Class 18 contains 5339 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26607 members 
Mstep: Class 22 contains 18963 members 
Entering Unmasked Estep 
Score: -24811226.000000 Penalty: 44861.425781
Splitting cluster 14 changes total score from -24811052.000000 to -24811226.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (4752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Entering Unmasked Estep 
Score: -439007.062500 Penalty: 1375.777222
	Iteration 0F: 2 clusters Score -439007.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -435191.875000 Penalty: 2751.554443
	Iteration 0F: 3 clusters Score -435191.9 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -436268.687500 Penalty: 2751.554443
	Iteration 1F: 3 clusters Score -436268.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -436478.875000 Penalty: 2751.554443
	Iteration 2F: 3 clusters Score -436478.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -436613.437500 Penalty: 2751.554443
	Iteration 3F: 3 clusters Score -436613.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -436714.093750 Penalty: 2751.554443
	Iteration 4Q: 3 clusters Score -436714.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -436797.750000 Penalty: 2751.554443
	Iteration 5Q: 3 clusters Score -436797.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -436884.406250 Penalty: 2751.554443
	Iteration 6Q: 3 clusters Score -436884.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -436972.125000 Penalty: 2751.554443
	Iteration 7Q: 3 clusters Score -436972.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -437077.281250 Penalty: 2751.554443
	Iteration 8Q: 3 clusters Score -437077.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -437207.531250 Penalty: 2751.554443
	Iteration 9Q: 3 clusters Score -437207.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -437324.312500 Penalty: 2751.554443
	Iteration 10Q: 3 clusters Score -437324.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -437426.625000 Penalty: 2751.554443
	Iteration 11Q: 3 clusters Score -437426.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -437521.343750 Penalty: 2751.554443
	Iteration 12Q: 3 clusters Score -437521.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -437595.875000 Penalty: 2751.554443
	Iteration 13Q: 3 clusters Score -437595.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -437648.687500 Penalty: 2751.554443
	Iteration 14Q: 3 clusters Score -437648.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -437690.593750 Penalty: 2751.554443
	Iteration 15Q: 3 clusters Score -437690.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -437727.250000 Penalty: 2751.554443
	Iteration 16Q: 3 clusters Score -437727.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -437775.437500 Penalty: 2751.554443
	Iteration 17Q: 3 clusters Score -437775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -437812.312500 Penalty: 2751.554443
	Iteration 18Q: 3 clusters Score -437812.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -437845.312500 Penalty: 2751.554443
	Iteration 19Q: 3 clusters Score -437845.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -437864.687500 Penalty: 2751.554443
	Iteration 20F: 3 clusters Score -437864.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -437871.500000 Penalty: 2751.554443
	Iteration 21Q: 3 clusters Score -437871.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -437876.781250 Penalty: 2751.554443
	Iteration 22Q: 3 clusters Score -437876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -437878.718750 Penalty: 2751.554443
	Iteration 23Q: 3 clusters Score -437878.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -437881.093750 Penalty: 2751.554443
	Iteration 24Q: 3 clusters Score -437881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -437883.500000 Penalty: 2751.554443
	Iteration 25Q: 3 clusters Score -437883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -437885.406250 Penalty: 2751.554443
	Iteration 26Q: 3 clusters Score -437885.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -437887.937500 Penalty: 2751.554443
	Iteration 27Q: 3 clusters Score -437887.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -437890.093750 Penalty: 2751.554443
	Iteration 28Q: 3 clusters Score -437890.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -437889.937500 Penalty: 2751.554443
	Iteration 29Q: 3 clusters Score -437889.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -437890.718750 Penalty: 2751.554443
	Iteration 30Q: 3 clusters Score -437890.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -437891.125000 Penalty: 2751.554443
	Iteration 31Q: 3 clusters Score -437891.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -437891.125000 Penalty: 2751.554443
	Iteration 32F: 3 clusters Score -437891.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -121304.054688 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -121304.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -119522.289062 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -119522.3 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -119946.281250 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -119946.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -120052.789062 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -120052.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -120125.773438 Penalty: 2389.543457
	Iteration 3F: 3 clusters Score -120125.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -120195.242188 Penalty: 2389.543457
	Iteration 4Q: 3 clusters Score -120195.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120261.625000 Penalty: 2389.543457
	Iteration 5Q: 3 clusters Score -120261.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -120312.835938 Penalty: 2389.543457
	Iteration 6Q: 3 clusters Score -120312.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120364.859375 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -120364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120414.906250 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -120414.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120466.015625 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -120466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120516.437500 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -120516.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -120571.296875 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -120571.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120635.250000 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -120635.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -120704.492188 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -120704.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -120754.539062 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -120754.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -120777.921875 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -120777.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120788.031250 Penalty: 2389.543457
	Iteration 16Q: 3 clusters Score -120788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -120792.312500 Penalty: 2389.543457
	Iteration 17Q: 3 clusters Score -120792.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -120798.687500 Penalty: 2389.543457
	Iteration 18Q: 3 clusters Score -120798.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120800.687500 Penalty: 2389.543457
	Iteration 19Q: 3 clusters Score -120800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120802.226562 Penalty: 2389.543457
	Iteration 20F: 3 clusters Score -120802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -120802.984375 Penalty: 2389.543457
	Iteration 21Q: 3 clusters Score -120803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -120805.085938 Penalty: 2389.543457
	Iteration 22Q: 3 clusters Score -120805.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120805.914062 Penalty: 2389.543457
	Iteration 23Q: 3 clusters Score -120805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120806.828125 Penalty: 2389.543457
	Iteration 24Q: 3 clusters Score -120806.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -120806.828125 Penalty: 2389.543457
	Iteration 25F: 3 clusters Score -120806.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Entering Unmasked Estep 
Score: -528774.500000 Penalty: 1410.609131
	Iteration 0F: 2 clusters Score -528774.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -524273.812500 Penalty: 2821.218262
	Iteration 0F: 3 clusters Score -524273.8 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -525704.562500 Penalty: 2821.218262
	Iteration 1F: 3 clusters Score -525704.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -526054.500000 Penalty: 2821.218262
	Iteration 2F: 3 clusters Score -526054.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -526309.937500 Penalty: 2821.218262
	Iteration 3F: 3 clusters Score -526309.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -526553.812500 Penalty: 2821.218262
	Iteration 4F: 3 clusters Score -526553.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -526834.250000 Penalty: 2821.218262
	Iteration 5F: 3 clusters Score -526834.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -527088.000000 Penalty: 2821.218262
	Iteration 6F: 3 clusters Score -527088 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -527328.500000 Penalty: 2821.218262
	Iteration 7Q: 3 clusters Score -527328.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -527537.812500 Penalty: 2821.218262
	Iteration 8Q: 3 clusters Score -527537.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -527691.875000 Penalty: 2821.218262
	Iteration 9Q: 3 clusters Score -527691.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -527815.562500 Penalty: 2821.218262
	Iteration 10Q: 3 clusters Score -527815.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -527926.125000 Penalty: 2821.218262
	Iteration 11Q: 3 clusters Score -527926.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -528036.937500 Penalty: 2821.218262
	Iteration 12Q: 3 clusters Score -528036.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -528126.062500 Penalty: 2821.218262
	Iteration 13Q: 3 clusters Score -528126.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -528197.375000 Penalty: 2821.218262
	Iteration 14Q: 3 clusters Score -528197.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -528265.812500 Penalty: 2821.218262
	Iteration 15Q: 3 clusters Score -528265.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -528328.500000 Penalty: 2821.218262
	Iteration 16Q: 3 clusters Score -528328.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -528383.687500 Penalty: 2821.218262
	Iteration 17Q: 3 clusters Score -528383.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -528424.312500 Penalty: 2821.218262
	Iteration 18Q: 3 clusters Score -528424.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -528442.750000 Penalty: 2821.218262
	Iteration 19Q: 3 clusters Score -528442.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -528456.187500 Penalty: 2821.218262
	Iteration 20F: 3 clusters Score -528456.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -528472.125000 Penalty: 2821.218262
	Iteration 21Q: 3 clusters Score -528472.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -528486.375000 Penalty: 2821.218262
	Iteration 22Q: 3 clusters Score -528486.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -528494.500000 Penalty: 2821.218262
	Iteration 23Q: 3 clusters Score -528494.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -528498.875000 Penalty: 2821.218262
	Iteration 24Q: 3 clusters Score -528498.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -528505.187500 Penalty: 2821.218262
	Iteration 25Q: 3 clusters Score -528505.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -528507.187500 Penalty: 2821.218262
	Iteration 26Q: 3 clusters Score -528507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -528510.312500 Penalty: 2821.218262
	Iteration 27Q: 3 clusters Score -528510.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -528514.812500 Penalty: 2821.218262
	Iteration 28Q: 3 clusters Score -528514.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -528517.875000 Penalty: 2821.218262
	Iteration 29Q: 3 clusters Score -528517.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -528520.500000 Penalty: 2821.218262
	Iteration 30Q: 3 clusters Score -528520.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -528523.562500 Penalty: 2821.218262
	Iteration 31Q: 3 clusters Score -528523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -528526.687500 Penalty: 2821.218262
	Iteration 32Q: 3 clusters Score -528526.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -528530.062500 Penalty: 2821.218262
	Iteration 33Q: 3 clusters Score -528530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -528532.562500 Penalty: 2821.218262
	Iteration 34Q: 3 clusters Score -528532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -528534.000000 Penalty: 2821.218262
	Iteration 35Q: 3 clusters Score -528534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -528536.625000 Penalty: 2821.218262
	Iteration 36Q: 3 clusters Score -528536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -528537.562500 Penalty: 2821.218262
	Iteration 37Q: 3 clusters Score -528537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -528539.437500 Penalty: 2821.218262
	Iteration 38Q: 3 clusters Score -528539.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -528541.687500 Penalty: 2821.218262
	Iteration 39Q: 3 clusters Score -528541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -528541.812500 Penalty: 2821.218262
	Iteration 40F: 3 clusters Score -528541.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Entering Unmasked Estep 
Score: -470639.687500 Penalty: 1394.703857
	Iteration 0F: 2 clusters Score -470639.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -466461.281250 Penalty: 2789.407715
	Iteration 0F: 3 clusters Score -466461.3 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -467719.500000 Penalty: 2789.407715
	Iteration 1F: 3 clusters Score -467719.5 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -467979.000000 Penalty: 2789.407715
	Iteration 2F: 3 clusters Score -467979 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -468251.093750 Penalty: 2789.407715
	Iteration 3F: 3 clusters Score -468251.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -468517.937500 Penalty: 2789.407715
	Iteration 4F: 3 clusters Score -468517.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -468783.312500 Penalty: 2789.407715
	Iteration 5F: 3 clusters Score -468783.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -469026.156250 Penalty: 2789.407715
	Iteration 6F: 3 clusters Score -469026.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -469212.500000 Penalty: 2789.407715
	Iteration 7Q: 3 clusters Score -469212.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -469367.343750 Penalty: 2789.407715
	Iteration 8Q: 3 clusters Score -469367.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -469470.312500 Penalty: 2789.407715
	Iteration 9Q: 3 clusters Score -469470.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -469560.406250 Penalty: 2789.407715
	Iteration 10Q: 3 clusters Score -469560.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -469631.562500 Penalty: 2789.407715
	Iteration 11Q: 3 clusters Score -469631.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -469682.031250 Penalty: 2789.407715
	Iteration 12Q: 3 clusters Score -469682 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -469715.156250 Penalty: 2789.407715
	Iteration 13Q: 3 clusters Score -469715.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -469751.750000 Penalty: 2789.407715
	Iteration 14Q: 3 clusters Score -469751.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -469788.531250 Penalty: 2789.407715
	Iteration 15Q: 3 clusters Score -469788.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -469821.156250 Penalty: 2789.407715
	Iteration 16Q: 3 clusters Score -469821.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -469857.468750 Penalty: 2789.407715
	Iteration 17Q: 3 clusters Score -469857.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -469898.812500 Penalty: 2789.407715
	Iteration 18Q: 3 clusters Score -469898.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -469949.687500 Penalty: 2789.407715
	Iteration 19Q: 3 clusters Score -469949.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -470021.312500 Penalty: 2789.407715
	Iteration 20F: 3 clusters Score -470021.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -470068.406250 Penalty: 2789.407715
	Iteration 21Q: 3 clusters Score -470068.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -470098.531250 Penalty: 2789.407715
	Iteration 22Q: 3 clusters Score -470098.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -470129.000000 Penalty: 2789.407715
	Iteration 23Q: 3 clusters Score -470129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -470147.000000 Penalty: 2789.407715
	Iteration 24Q: 3 clusters Score -470147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -470161.437500 Penalty: 2789.407715
	Iteration 25Q: 3 clusters Score -470161.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -470171.250000 Penalty: 2789.407715
	Iteration 26Q: 3 clusters Score -470171.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -470180.187500 Penalty: 2789.407715
	Iteration 27Q: 3 clusters Score -470180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -470187.343750 Penalty: 2789.407715
	Iteration 28Q: 3 clusters Score -470187.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -470198.937500 Penalty: 2789.407715
	Iteration 29Q: 3 clusters Score -470198.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -470210.125000 Penalty: 2789.407715
	Iteration 30Q: 3 clusters Score -470210.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -470219.562500 Penalty: 2789.407715
	Iteration 31Q: 3 clusters Score -470219.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -470229.812500 Penalty: 2789.407715
	Iteration 32Q: 3 clusters Score -470229.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -470238.625000 Penalty: 2789.407715
	Iteration 33Q: 3 clusters Score -470238.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -470243.968750 Penalty: 2789.407715
	Iteration 34Q: 3 clusters Score -470244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -470247.312500 Penalty: 2789.407715
	Iteration 35Q: 3 clusters Score -470247.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -470248.718750 Penalty: 2789.407715
	Iteration 36Q: 3 clusters Score -470248.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -470249.562500 Penalty: 2789.407715
	Iteration 37Q: 3 clusters Score -470249.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -470249.812500 Penalty: 2789.407715
	Iteration 38Q: 3 clusters Score -470249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -470250.562500 Penalty: 2789.407715
	Iteration 39Q: 3 clusters Score -470250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -470249.968750 Penalty: 2789.407715
	Iteration 40F: 3 clusters Score -470250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -470251.437500 Penalty: 2789.407715
	Iteration 41Q: 3 clusters Score -470251.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -470251.812500 Penalty: 2789.407715
	Iteration 42Q: 3 clusters Score -470251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -470252.406250 Penalty: 2789.407715
	Iteration 43Q: 3 clusters Score -470252.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -470252.406250 Penalty: 2789.407715
	Iteration 44F: 3 clusters Score -470252.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Entering Unmasked Estep 
Score: -1154102.375000 Penalty: 1539.826294
	Iteration 0F: 2 clusters Score -1154102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1144901.000000 Penalty: 3079.652588
	Iteration 0F: 3 clusters Score -1144901 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1148018.125000 Penalty: 3079.652588
	Iteration 1F: 3 clusters Score -1148018 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1148261.625000 Penalty: 3079.652588
	Iteration 2F: 3 clusters Score -1148262 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1148470.500000 Penalty: 3079.652588
	Iteration 3Q: 3 clusters Score -1148470 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1148641.375000 Penalty: 3079.652588
	Iteration 4Q: 3 clusters Score -1148641 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1148787.375000 Penalty: 3079.652588
	Iteration 5Q: 3 clusters Score -1148787 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1148923.625000 Penalty: 3079.652588
	Iteration 6Q: 3 clusters Score -1148924 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1149050.250000 Penalty: 3079.652588
	Iteration 7Q: 3 clusters Score -1149050 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1149167.750000 Penalty: 3079.652588
	Iteration 8Q: 3 clusters Score -1149168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1149282.500000 Penalty: 3079.652588
	Iteration 9Q: 3 clusters Score -1149282 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1149401.375000 Penalty: 3079.652588
	Iteration 10Q: 3 clusters Score -1149401 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1149544.875000 Penalty: 3079.652588
	Iteration 11Q: 3 clusters Score -1149545 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1149725.375000 Penalty: 3079.652588
	Iteration 12Q: 3 clusters Score -1149725 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1149914.750000 Penalty: 3079.652588
	Iteration 13Q: 3 clusters Score -1149915 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1150151.000000 Penalty: 3079.652588
	Iteration 14Q: 3 clusters Score -1150151 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1150407.875000 Penalty: 3079.652588
	Iteration 15Q: 3 clusters Score -1150408 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1150675.250000 Penalty: 3079.652588
	Iteration 16Q: 3 clusters Score -1150675 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1150921.000000 Penalty: 3079.652588
	Iteration 17Q: 3 clusters Score -1150921 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1151165.625000 Penalty: 3079.652588
	Iteration 18Q: 3 clusters Score -1151166 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1151391.000000 Penalty: 3079.652588
	Iteration 19Q: 3 clusters Score -1151391 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1151639.375000 Penalty: 3079.652588
	Iteration 20F: 3 clusters Score -1151639 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1151875.750000 Penalty: 3079.652588
	Iteration 21Q: 3 clusters Score -1151876 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1152088.250000 Penalty: 3079.652588
	Iteration 22Q: 3 clusters Score -1152088 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1152338.750000 Penalty: 3079.652588
	Iteration 23Q: 3 clusters Score -1152339 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1152624.875000 Penalty: 3079.652588
	Iteration 24Q: 3 clusters Score -1152625 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1152917.125000 Penalty: 3079.652588
	Iteration 25Q: 3 clusters Score -1152917 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1153134.250000 Penalty: 3079.652588
	Iteration 26Q: 3 clusters Score -1153134 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1153309.125000 Penalty: 3079.652588
	Iteration 27Q: 3 clusters Score -1153309 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1153438.750000 Penalty: 3079.652588
	Iteration 28Q: 3 clusters Score -1153439 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1153541.750000 Penalty: 3079.652588
	Iteration 29Q: 3 clusters Score -1153542 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1153618.250000 Penalty: 3079.652588
	Iteration 30Q: 3 clusters Score -1153618 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1153671.875000 Penalty: 3079.652588
	Iteration 31Q: 3 clusters Score -1153672 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1153709.500000 Penalty: 3079.652588
	Iteration 32Q: 3 clusters Score -1153710 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1153731.750000 Penalty: 3079.652588
	Iteration 33Q: 3 clusters Score -1153732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1153746.375000 Penalty: 3079.652588
	Iteration 34Q: 3 clusters Score -1153746 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1153752.625000 Penalty: 3079.652588
	Iteration 35Q: 3 clusters Score -1153753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1153758.125000 Penalty: 3079.652588
	Iteration 36Q: 3 clusters Score -1153758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1153762.375000 Penalty: 3079.652588
	Iteration 37Q: 3 clusters Score -1153762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1153760.000000 Penalty: 3079.652588
	Iteration 38Q: 3 clusters Score -1153760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1153761.375000 Penalty: 3079.652588
	Iteration 39Q: 3 clusters Score -1153761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1153764.375000 Penalty: 3079.652588
	Iteration 40F: 3 clusters Score -1153764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1153764.500000 Penalty: 3079.652588
	Iteration 41Q: 3 clusters Score -1153764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1153768.750000 Penalty: 3079.652588
	Iteration 42Q: 3 clusters Score -1153769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1153768.750000 Penalty: 3079.652588
	Iteration 43F: 3 clusters Score -1153769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -100648.328125 Penalty: 1153.217163
	Iteration 0F: 2 clusters Score -100648.3 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 594 members 
Entering Unmasked Estep 
Score: -99100.765625 Penalty: 2306.434326
	Iteration 0F: 3 clusters Score -99100.77 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -99387.835938 Penalty: 2306.434326
	Iteration 1F: 3 clusters Score -99387.84 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -99471.281250 Penalty: 2306.434326
	Iteration 2F: 3 clusters Score -99471.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -99512.789062 Penalty: 2306.434326
	Iteration 3Q: 3 clusters Score -99512.79 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -99545.101562 Penalty: 2306.434326
	Iteration 4Q: 3 clusters Score -99545.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99566.710938 Penalty: 2306.434326
	Iteration 5Q: 3 clusters Score -99566.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99583.078125 Penalty: 2306.434326
	Iteration 6Q: 3 clusters Score -99583.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99594.531250 Penalty: 2306.434326
	Iteration 7Q: 3 clusters Score -99594.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99601.335938 Penalty: 2306.434326
	Iteration 8Q: 3 clusters Score -99601.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -99609.585938 Penalty: 2306.434326
	Iteration 9Q: 3 clusters Score -99609.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -99615.789062 Penalty: 2306.434326
	Iteration 10Q: 3 clusters Score -99615.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -99632.945312 Penalty: 2306.434326
	Iteration 11Q: 3 clusters Score -99632.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -99657.484375 Penalty: 2306.434326
	Iteration 12Q: 3 clusters Score -99657.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99673.343750 Penalty: 2306.434326
	Iteration 13Q: 3 clusters Score -99673.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -99686.523438 Penalty: 2306.434326
	Iteration 14Q: 3 clusters Score -99686.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -99703.476562 Penalty: 2306.434326
	Iteration 15Q: 3 clusters Score -99703.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -99714.960938 Penalty: 2306.434326
	Iteration 16Q: 3 clusters Score -99714.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -99723.195312 Penalty: 2306.434326
	Iteration 17Q: 3 clusters Score -99723.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -99729.703125 Penalty: 2306.434326
	Iteration 18Q: 3 clusters Score -99729.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99735.679688 Penalty: 2306.434326
	Iteration 19Q: 3 clusters Score -99735.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99741.140625 Penalty: 2306.434326
	Iteration 20F: 3 clusters Score -99741.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99744.273438 Penalty: 2306.434326
	Iteration 21Q: 3 clusters Score -99744.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99744.273438 Penalty: 2306.434326
	Iteration 22F: 3 clusters Score -99744.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (26607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Entering Unmasked Estep 
Score: -2464165.750000 Penalty: 1655.701050
	Iteration 0F: 2 clusters Score -2464166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2446289.000000 Penalty: 3311.402100
	Iteration 0F: 3 clusters Score -2446289 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -2453256.000000 Penalty: 3311.402100
	Iteration 1F: 3 clusters Score -2453256 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2453809.500000 Penalty: 3311.402100
	Iteration 2F: 3 clusters Score -2453810 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2454470.750000 Penalty: 3311.402100
	Iteration 3F: 3 clusters Score -2454471 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2455238.750000 Penalty: 3311.402100
	Iteration 4F: 3 clusters Score -2455239 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2456265.250000 Penalty: 3311.402100
	Iteration 5F: 3 clusters Score -2456265 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2457439.750000 Penalty: 3311.402100
	Iteration 6F: 3 clusters Score -2457440 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2458506.000000 Penalty: 3311.402100
	Iteration 7F: 3 clusters Score -2458506 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2459340.000000 Penalty: 3311.402100
	Iteration 8F: 3 clusters Score -2459340 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2459858.500000 Penalty: 3311.402100
	Iteration 9Q: 3 clusters Score -2459858 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2460190.500000 Penalty: 3311.402100
	Iteration 10Q: 3 clusters Score -2460190 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2460386.000000 Penalty: 3311.402100
	Iteration 11Q: 3 clusters Score -2460386 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2460515.500000 Penalty: 3311.402100
	Iteration 12Q: 3 clusters Score -2460516 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2460628.500000 Penalty: 3311.402100
	Iteration 13Q: 3 clusters Score -2460628 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2460703.250000 Penalty: 3311.402100
	Iteration 14Q: 3 clusters Score -2460703 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2460790.000000 Penalty: 3311.402100
	Iteration 15Q: 3 clusters Score -2460790 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2460860.750000 Penalty: 3311.402100
	Iteration 16Q: 3 clusters Score -2460861 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2460924.500000 Penalty: 3311.402100
	Iteration 17Q: 3 clusters Score -2460924 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2460996.250000 Penalty: 3311.402100
	Iteration 18Q: 3 clusters Score -2460996 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2461063.750000 Penalty: 3311.402100
	Iteration 19Q: 3 clusters Score -2461064 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2461109.750000 Penalty: 3311.402100
	Iteration 20F: 3 clusters Score -2461110 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -2461174.250000 Penalty: 3311.402100
	Iteration 21Q: 3 clusters Score -2461174 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2461221.750000 Penalty: 3311.402100
	Iteration 22Q: 3 clusters Score -2461222 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2461262.750000 Penalty: 3311.402100
	Iteration 23Q: 3 clusters Score -2461263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2461305.000000 Penalty: 3311.402100
	Iteration 24Q: 3 clusters Score -2461305 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2461344.250000 Penalty: 3311.402100
	Iteration 25Q: 3 clusters Score -2461344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2461372.500000 Penalty: 3311.402100
	Iteration 26Q: 3 clusters Score -2461372 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2461415.250000 Penalty: 3311.402100
	Iteration 27Q: 3 clusters Score -2461415 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2461432.000000 Penalty: 3311.402100
	Iteration 28Q: 3 clusters Score -2461432 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2461441.000000 Penalty: 3311.402100
	Iteration 29Q: 3 clusters Score -2461441 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2461457.750000 Penalty: 3311.402100
	Iteration 30Q: 3 clusters Score -2461458 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2461486.750000 Penalty: 3311.402100
	Iteration 31Q: 3 clusters Score -2461487 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2461512.250000 Penalty: 3311.402100
	Iteration 32Q: 3 clusters Score -2461512 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2461543.000000 Penalty: 3311.402100
	Iteration 33Q: 3 clusters Score -2461543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2461580.750000 Penalty: 3311.402100
	Iteration 34Q: 3 clusters Score -2461581 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2461604.500000 Penalty: 3311.402100
	Iteration 35Q: 3 clusters Score -2461604 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -2461655.500000 Penalty: 3311.402100
	Iteration 36Q: 3 clusters Score -2461656 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -2461707.750000 Penalty: 3311.402100
	Iteration 37Q: 3 clusters Score -2461708 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2461806.500000 Penalty: 3311.402100
	Iteration 38Q: 3 clusters Score -2461806 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2461934.250000 Penalty: 3311.402100
	Iteration 39Q: 3 clusters Score -2461934 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2462105.000000 Penalty: 3311.402100
	Iteration 40F: 3 clusters Score -2462105 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -2462328.250000 Penalty: 3311.402100
	Iteration 41Q: 3 clusters Score -2462328 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2462558.750000 Penalty: 3311.402100
	Iteration 42Q: 3 clusters Score -2462559 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2462777.500000 Penalty: 3311.402100
	Iteration 43Q: 3 clusters Score -2462778 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2462945.750000 Penalty: 3311.402100
	Iteration 44Q: 3 clusters Score -2462946 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2463065.750000 Penalty: 3311.402100
	Iteration 45Q: 3 clusters Score -2463066 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2463138.250000 Penalty: 3311.402100
	Iteration 46Q: 3 clusters Score -2463138 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2463183.750000 Penalty: 3311.402100
	Iteration 47Q: 3 clusters Score -2463184 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -2463220.250000 Penalty: 3311.402100
	Iteration 48Q: 3 clusters Score -2463220 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2463253.750000 Penalty: 3311.402100
	Iteration 49Q: 3 clusters Score -2463254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2463274.250000 Penalty: 3311.402100
	Iteration 50Q: 3 clusters Score -2463274 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2463278.500000 Penalty: 3311.402100
	Iteration 51Q: 3 clusters Score -2463278 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2463299.000000 Penalty: 3311.402100
	Iteration 52Q: 3 clusters Score -2463299 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2463321.750000 Penalty: 3311.402100
	Iteration 53Q: 3 clusters Score -2463322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2463325.500000 Penalty: 3311.402100
	Iteration 54Q: 3 clusters Score -2463326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2463329.500000 Penalty: 3311.402100
	Iteration 55Q: 3 clusters Score -2463330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19006 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2463333.250000 Penalty: 3311.402100
	Iteration 56Q: 3 clusters Score -2463333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2463347.000000 Penalty: 3311.402100
	Iteration 57Q: 3 clusters Score -2463347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2463346.750000 Penalty: 3311.402100
	Iteration 58Q: 3 clusters Score -2463347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2463351.250000 Penalty: 3311.402100
	Iteration 59Q: 3 clusters Score -2463351 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2463364.500000 Penalty: 3311.402100
	Iteration 60F: 3 clusters Score -2463364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2463373.250000 Penalty: 3311.402100
	Iteration 61Q: 3 clusters Score -2463373 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2463382.750000 Penalty: 3311.402100
	Iteration 62Q: 3 clusters Score -2463383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19385 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2463390.000000 Penalty: 3311.402100
	Iteration 63Q: 3 clusters Score -2463390 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -2463387.000000 Penalty: 3311.402100
	Iteration 64Q: 3 clusters Score -2463387 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2463390.000000 Penalty: 3311.402100
	Iteration 65Q: 3 clusters Score -2463390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2463401.250000 Penalty: 3311.402100
	Iteration 66Q: 3 clusters Score -2463401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2463402.750000 Penalty: 3311.402100
	Iteration 67Q: 3 clusters Score -2463403 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2463412.250000 Penalty: 3311.402100
	Iteration 68Q: 3 clusters Score -2463412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2463411.250000 Penalty: 3311.402100
	Iteration 69Q: 3 clusters Score -2463411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2463416.500000 Penalty: 3311.402100
	Iteration 70Q: 3 clusters Score -2463416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2463418.500000 Penalty: 3311.402100
	Iteration 71Q: 3 clusters Score -2463418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2463424.500000 Penalty: 3311.402100
	Iteration 72Q: 3 clusters Score -2463424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2463427.750000 Penalty: 3311.402100
	Iteration 73Q: 3 clusters Score -2463428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2463428.500000 Penalty: 3311.402100
	Iteration 74Q: 3 clusters Score -2463428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2463427.250000 Penalty: 3311.402100
	Iteration 75Q: 3 clusters Score -2463427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2463432.250000 Penalty: 3311.402100
	Iteration 76Q: 3 clusters Score -2463432 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -2463438.000000 Penalty: 3311.402100
	Iteration 77Q: 3 clusters Score -2463438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2463448.250000 Penalty: 3311.402100
	Iteration 78Q: 3 clusters Score -2463448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -2463444.750000 Penalty: 3311.402100
	Iteration 79Q: 3 clusters Score -2463445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2463446.250000 Penalty: 3311.402100
	Iteration 80F: 3 clusters Score -2463446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2463456.000000 Penalty: 3311.402100
	Iteration 81Q: 3 clusters Score -2463456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -2463466.500000 Penalty: 3311.402100
	Iteration 82Q: 3 clusters Score -2463466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -2463463.500000 Penalty: 3311.402100
	Iteration 83Q: 3 clusters Score -2463464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2463456.000000 Penalty: 3311.402100
	Iteration 84Q: 3 clusters Score -2463456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2463459.250000 Penalty: 3311.402100
	Iteration 85Q: 3 clusters Score -2463459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2463459.000000 Penalty: 3311.402100
	Iteration 86Q: 3 clusters Score -2463459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2463458.750000 Penalty: 3311.402100
	Iteration 87Q: 3 clusters Score -2463459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -2463461.250000 Penalty: 3311.402100
	Iteration 88Q: 3 clusters Score -2463461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2463467.250000 Penalty: 3311.402100
	Iteration 89Q: 3 clusters Score -2463467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -2463460.250000 Penalty: 3311.402100
	Iteration 90Q: 3 clusters Score -2463460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -2463459.250000 Penalty: 3311.402100
	Iteration 91Q: 3 clusters Score -2463459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2463451.250000 Penalty: 3311.402100
	Iteration 92Q: 3 clusters Score -2463451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2463457.500000 Penalty: 3311.402100
	Iteration 93Q: 3 clusters Score -2463458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -2463454.500000 Penalty: 3311.402100
	Iteration 94Q: 3 clusters Score -2463454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2463456.250000 Penalty: 3311.402100
	Iteration 95Q: 3 clusters Score -2463456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2463456.750000 Penalty: 3311.402100
	Iteration 96Q: 3 clusters Score -2463457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -2463462.750000 Penalty: 3311.402100
	Iteration 97Q: 3 clusters Score -2463463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2463466.750000 Penalty: 3311.402100
	Iteration 98Q: 3 clusters Score -2463467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -2463464.000000 Penalty: 3311.402100
	Iteration 99Q: 3 clusters Score -2463464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2463461.250000 Penalty: 3311.402100
	Iteration 100F: 3 clusters Score -2463461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2463464.500000 Penalty: 3311.402100
	Iteration 101Q: 3 clusters Score -2463464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2463467.500000 Penalty: 3311.402100
	Iteration 102Q: 3 clusters Score -2463468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2463469.250000 Penalty: 3311.402100
	Iteration 103Q: 3 clusters Score -2463469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2463467.500000 Penalty: 3311.402100
	Iteration 104Q: 3 clusters Score -2463468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2463469.500000 Penalty: 3311.402100
	Iteration 105Q: 3 clusters Score -2463470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2463468.250000 Penalty: 3311.402100
	Iteration 106Q: 3 clusters Score -2463468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -2463468.250000 Penalty: 3311.402100
	Iteration 107F: 3 clusters Score -2463468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 15395 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 40260 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 4659 members 
Mstep: Class 8 contains 4676 members 
Mstep: Class 9 contains 29958 members 
Mstep: Class 10 contains 4540 members 
Mstep: Class 11 contains 1687 members 
Mstep: Class 12 contains 64748 members 
Mstep: Class 13 contains 14900 members 
Mstep: Class 14 contains 1202 members 
Mstep: Class 15 contains 4752 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 5888 members 
Mstep: Class 18 contains 5339 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811868.000000 Penalty: 44861.425781
Iteration 79Q: 23 clusters Score -2.481187e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 6699 members 
Mstep: Class 3 contains 15423 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 40313 members 
Mstep: Class 6 contains 4767 members 
Mstep: Class 7 contains 4669 members 
Mstep: Class 8 contains 4673 members 
Mstep: Class 9 contains 29967 members 
Mstep: Class 10 contains 4579 members 
Mstep: Class 11 contains 1686 members 
Mstep: Class 12 contains 64793 members 
Mstep: Class 13 contains 14956 members 
Mstep: Class 14 contains 1422 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 5918 members 
Mstep: Class 18 contains 5325 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1208 members 
Mstep: Class 21 contains 26685 members 
Mstep: Class 22 contains 18471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812378.000000 Penalty: 44861.425781
Iteration 80F: 23 clusters Score -2.481238e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6643 members 
Mstep: Class 3 contains 15389 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 40244 members 
Mstep: Class 6 contains 4769 members 
Mstep: Class 7 contains 4679 members 
Mstep: Class 8 contains 4651 members 
Mstep: Class 9 contains 29971 members 
Mstep: Class 10 contains 4596 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 64816 members 
Mstep: Class 13 contains 14919 members 
Mstep: Class 14 contains 1587 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 5296 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1209 members 
Mstep: Class 21 contains 26459 members 
Mstep: Class 22 contains 18697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812762.000000 Penalty: 44861.425781
Iteration 81Q: 23 clusters Score -2.481276e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 6637 members 
Mstep: Class 3 contains 15371 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 40174 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 4689 members 
Mstep: Class 8 contains 4637 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 4600 members 
Mstep: Class 11 contains 1682 members 
Mstep: Class 12 contains 64854 members 
Mstep: Class 13 contains 14870 members 
Mstep: Class 14 contains 1734 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 5267 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 26279 members 
Mstep: Class 22 contains 18846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813070.000000 Penalty: 44861.425781
Iteration 82Q: 23 clusters Score -2.481307e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6611 members 
Mstep: Class 3 contains 15359 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 40101 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 4630 members 
Mstep: Class 9 contains 29991 members 
Mstep: Class 10 contains 4606 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 64878 members 
Mstep: Class 13 contains 14824 members 
Mstep: Class 14 contains 1876 members 
Mstep: Class 15 contains 4756 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 5242 members 
Mstep: Class 19 contains 13037 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 26148 members 
Mstep: Class 22 contains 18961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813324.000000 Penalty: 44861.425781
Iteration 83Q: 23 clusters Score -2.481332e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6605 members 
Mstep: Class 3 contains 15357 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 40052 members 
Mstep: Class 6 contains 4791 members 
Mstep: Class 7 contains 4729 members 
Mstep: Class 8 contains 4618 members 
Mstep: Class 9 contains 29987 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 1660 members 
Mstep: Class 12 contains 64890 members 
Mstep: Class 13 contains 14775 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 6005 members 
Mstep: Class 18 contains 5218 members 
Mstep: Class 19 contains 13038 members 
Mstep: Class 20 contains 1210 members 
Mstep: Class 21 contains 26037 members 
Mstep: Class 22 contains 19037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813504.000000 Penalty: 44861.425781
Iteration 84Q: 23 clusters Score -2.48135e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 15354 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 40032 members 
Mstep: Class 6 contains 4795 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 4604 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 4619 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 12 contains 64893 members 
Mstep: Class 13 contains 14723 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 6025 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 25936 members 
Mstep: Class 22 contains 19084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813692.000000 Penalty: 44861.425781
Iteration 85Q: 23 clusters Score -2.481369e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6675 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 40010 members 
Mstep: Class 6 contains 4803 members 
Mstep: Class 7 contains 4754 members 
Mstep: Class 8 contains 4593 members 
Mstep: Class 9 contains 29983 members 
Mstep: Class 10 contains 4636 members 
Mstep: Class 11 contains 1642 members 
Mstep: Class 12 contains 64900 members 
Mstep: Class 13 contains 14676 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 6036 members 
Mstep: Class 18 contains 5155 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 25814 members 
Mstep: Class 22 contains 19146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813784.000000 Penalty: 44861.425781
Iteration 86Q: 23 clusters Score -2.481378e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 6724 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 39991 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 7 contains 4766 members 
Mstep: Class 8 contains 4583 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 4656 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 12 contains 64894 members 
Mstep: Class 13 contains 14623 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 4760 members 
Mstep: Class 16 contains 1553 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 5130 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 1213 members 
Mstep: Class 21 contains 25701 members 
Mstep: Class 22 contains 19204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813902.000000 Penalty: 44861.425781
Iteration 87Q: 23 clusters Score -2.48139e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6787 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 39959 members 
Mstep: Class 6 contains 4823 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 4568 members 
Mstep: Class 9 contains 29984 members 
Mstep: Class 10 contains 4675 members 
Mstep: Class 11 contains 1613 members 
Mstep: Class 12 contains 64887 members 
Mstep: Class 13 contains 14590 members 
Mstep: Class 14 contains 2290 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 6066 members 
Mstep: Class 18 contains 5104 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 25598 members 
Mstep: Class 22 contains 19249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813934.000000 Penalty: 44861.425781
Iteration 88Q: 23 clusters Score -2.481393e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6850 members 
Mstep: Class 3 contains 15351 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 39934 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 4783 members 
Mstep: Class 8 contains 4554 members 
Mstep: Class 9 contains 29986 members 
Mstep: Class 10 contains 4676 members 
Mstep: Class 11 contains 1608 members 
Mstep: Class 12 contains 64902 members 
Mstep: Class 13 contains 14551 members 
Mstep: Class 14 contains 2333 members 
Mstep: Class 15 contains 4758 members 
Mstep: Class 16 contains 1549 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 13041 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 25533 members 
Mstep: Class 22 contains 19265 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 23 clusters Score -2.481394e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6883 members 
Mstep: Class 3 contains 15348 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 39919 members 
Mstep: Class 6 contains 4838 members 
Mstep: Class 7 contains 4791 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 29989 members 
Mstep: Class 10 contains 4682 members 
Mstep: Class 11 contains 1607 members 
Mstep: Class 12 contains 64896 members 
Mstep: Class 13 contains 14534 members 
Mstep: Class 14 contains 2358 members 
Mstep: Class 15 contains 4757 members 
Mstep: Class 16 contains 1548 members 
Mstep: Class 17 contains 6083 members 
Mstep: Class 18 contains 5065 members 
Mstep: Class 19 contains 13038 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 25480 members 
Mstep: Class 22 contains 19299 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 23 clusters Score -2.481402e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6916 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 39900 members 
Mstep: Class 6 contains 4846 members 
Mstep: Class 7 contains 4799 members 
Mstep: Class 8 contains 4543 members 
Mstep: Class 9 contains 29992 members 
Mstep: Class 10 contains 4692 members 
Mstep: Class 11 contains 1595 members 
Mstep: Class 12 contains 64912 members 
Mstep: Class 13 contains 14510 members 
Mstep: Class 14 contains 2371 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 6092 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 13036 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 25438 members 
Mstep: Class 22 contains 19329 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 23 clusters Score -2.481402e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6953 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 39887 members 
Mstep: Class 6 contains 4852 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 4536 members 
Mstep: Class 9 contains 29997 members 
Mstep: Class 10 contains 4694 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 64932 members 
Mstep: Class 13 contains 14484 members 
Mstep: Class 14 contains 2380 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1543 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 5027 members 
Mstep: Class 19 contains 13036 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 25399 members 
Mstep: Class 22 contains 19359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 23 clusters Score -2.481401e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6975 members 
Mstep: Class 3 contains 15332 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 39875 members 
Mstep: Class 6 contains 4855 members 
Mstep: Class 7 contains 4809 members 
Mstep: Class 8 contains 4527 members 
Mstep: Class 9 contains 29994 members 
Mstep: Class 10 contains 4697 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 64938 members 
Mstep: Class 13 contains 14460 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 6107 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 1214 members 
Mstep: Class 21 contains 25375 members 
Mstep: Class 22 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 23 clusters Score -2.481401e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6985 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 39860 members 
Mstep: Class 6 contains 4856 members 
Mstep: Class 7 contains 4813 members 
Mstep: Class 8 contains 4522 members 
Mstep: Class 9 contains 29993 members 
Mstep: Class 10 contains 4700 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 12 contains 64947 members 
Mstep: Class 13 contains 14449 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6113 members 
Mstep: Class 18 contains 4995 members 
Mstep: Class 19 contains 13042 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25348 members 
Mstep: Class 22 contains 19417 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -2.481405e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 7004 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 39839 members 
Mstep: Class 6 contains 4857 members 
Mstep: Class 7 contains 4820 members 
Mstep: Class 8 contains 4518 members 
Mstep: Class 9 contains 29993 members 
Mstep: Class 10 contains 4703 members 
Mstep: Class 11 contains 1583 members 
Mstep: Class 12 contains 64958 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 2412 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 4981 members 
Mstep: Class 19 contains 13044 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25310 members 
Mstep: Class 22 contains 19446 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -2.481403e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7026 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 39815 members 
Mstep: Class 6 contains 4859 members 
Mstep: Class 7 contains 4836 members 
Mstep: Class 8 contains 4512 members 
Mstep: Class 9 contains 29999 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 12 contains 64963 members 
Mstep: Class 13 contains 14431 members 
Mstep: Class 14 contains 2420 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 6132 members 
Mstep: Class 18 contains 4969 members 
Mstep: Class 19 contains 13045 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25273 members 
Mstep: Class 22 contains 19474 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -2.481401e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 7036 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 39796 members 
Mstep: Class 6 contains 4861 members 
Mstep: Class 7 contains 4842 members 
Mstep: Class 8 contains 4511 members 
Mstep: Class 9 contains 30000 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 64969 members 
Mstep: Class 13 contains 14415 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6149 members 
Mstep: Class 18 contains 4952 members 
Mstep: Class 19 contains 13040 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25262 members 
Mstep: Class 22 contains 19496 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -2.481405e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7047 members 
Mstep: Class 3 contains 15335 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 39777 members 
Mstep: Class 6 contains 4865 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 4509 members 
Mstep: Class 9 contains 30004 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 64978 members 
Mstep: Class 13 contains 14405 members 
Mstep: Class 14 contains 2440 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 6165 members 
Mstep: Class 18 contains 4939 members 
Mstep: Class 19 contains 13035 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25243 members 
Mstep: Class 22 contains 19511 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -2.481408e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7060 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 39760 members 
Mstep: Class 6 contains 4868 members 
Mstep: Class 7 contains 4851 members 
Mstep: Class 8 contains 4506 members 
Mstep: Class 9 contains 30006 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 64987 members 
Mstep: Class 13 contains 14390 members 
Mstep: Class 14 contains 2446 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1540 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 4932 members 
Mstep: Class 19 contains 13032 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25231 members 
Mstep: Class 22 contains 19522 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -2.481403e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7071 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 39749 members 
Mstep: Class 6 contains 4869 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 4505 members 
Mstep: Class 9 contains 30006 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 64994 members 
Mstep: Class 13 contains 14378 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6186 members 
Mstep: Class 18 contains 4919 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25221 members 
Mstep: Class 22 contains 19528 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 23 clusters Score -2.481403e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 39729 members 
Mstep: Class 6 contains 4870 members 
Mstep: Class 7 contains 4857 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 30005 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 65002 members 
Mstep: Class 13 contains 14375 members 
Mstep: Class 14 contains 2448 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1539 members 
Mstep: Class 17 contains 6195 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 13032 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25210 members 
Mstep: Class 22 contains 19545 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -2.481406e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 39720 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 4500 members 
Mstep: Class 9 contains 30007 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 65007 members 
Mstep: Class 13 contains 14374 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4747 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6201 members 
Mstep: Class 18 contains 4893 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25199 members 
Mstep: Class 22 contains 19553 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -2.481411e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7100 members 
Mstep: Class 3 contains 15344 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 39720 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 30009 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 65011 members 
Mstep: Class 13 contains 14371 members 
Mstep: Class 14 contains 2454 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6212 members 
Mstep: Class 18 contains 4885 members 
Mstep: Class 19 contains 13033 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25192 members 
Mstep: Class 22 contains 19557 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 23 clusters Score -2.481407e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 15345 members 
Mstep: Class 4 contains 4759 members 
Mstep: Class 5 contains 39715 members 
Mstep: Class 6 contains 4873 members 
Mstep: Class 7 contains 4861 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 30013 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 65017 members 
Mstep: Class 13 contains 14363 members 
Mstep: Class 14 contains 2458 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6221 members 
Mstep: Class 18 contains 4877 members 
Mstep: Class 19 contains 13032 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25180 members 
Mstep: Class 22 contains 19566 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -2.481411e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 39712 members 
Mstep: Class 6 contains 4872 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 8 contains 4497 members 
Mstep: Class 9 contains 30020 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 65026 members 
Mstep: Class 13 contains 14357 members 
Mstep: Class 14 contains 2459 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 4871 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25173 members 
Mstep: Class 22 contains 19570 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -2.481411e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 7127 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39712 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4863 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 30022 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 12 contains 65031 members 
Mstep: Class 13 contains 14351 members 
Mstep: Class 14 contains 2463 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6234 members 
Mstep: Class 18 contains 4860 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25167 members 
Mstep: Class 22 contains 19569 members 
Entering Unmasked Estep 
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Iteration 106Q: 23 clusters Score -2.48141e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 15342 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39702 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4866 members 
Mstep: Class 8 contains 4498 members 
Mstep: Class 9 contains 30024 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 65033 members 
Mstep: Class 13 contains 14350 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25161 members 
Mstep: Class 22 contains 19575 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -2.481413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7143 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39690 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 30026 members 
Mstep: Class 10 contains 4705 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 65036 members 
Mstep: Class 13 contains 14345 members 
Mstep: Class 14 contains 2467 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6243 members 
Mstep: Class 18 contains 4840 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25156 members 
Mstep: Class 22 contains 19583 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -2.481417e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 7153 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39685 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 4495 members 
Mstep: Class 9 contains 30026 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 65037 members 
Mstep: Class 13 contains 14342 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6250 members 
Mstep: Class 18 contains 4831 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25149 members 
Mstep: Class 22 contains 19585 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 23 clusters Score -2.481417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 7159 members 
Mstep: Class 3 contains 15337 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39685 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 4492 members 
Mstep: Class 9 contains 30026 members 
Mstep: Class 10 contains 4704 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 65037 members 
Mstep: Class 13 contains 14336 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 4826 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25146 members 
Mstep: Class 22 contains 19591 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -2.481416e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 7162 members 
Mstep: Class 3 contains 15336 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39684 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 4491 members 
Mstep: Class 9 contains 30028 members 
Mstep: Class 10 contains 4706 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 65032 members 
Mstep: Class 13 contains 14331 members 
Mstep: Class 14 contains 2470 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6254 members 
Mstep: Class 18 contains 4820 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25141 members 
Mstep: Class 22 contains 19596 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -2.481416e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 7164 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39678 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 4707 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 65031 members 
Mstep: Class 13 contains 14322 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4748 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 4808 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25133 members 
Mstep: Class 22 contains 19606 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -2.481417e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 15341 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39672 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 10 contains 4708 members 
Mstep: Class 11 contains 1568 members 
Mstep: Class 12 contains 65039 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 4791 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25126 members 
Mstep: Class 22 contains 19613 members 
Entering Unmasked Estep 
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Iteration 113Q: 23 clusters Score -2.481417e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39669 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 30030 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 65042 members 
Mstep: Class 13 contains 14318 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 4782 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25119 members 
Mstep: Class 22 contains 19620 members 
Entering Unmasked Estep 
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Score: -24814166.000000 Penalty: 44861.425781
Iteration 114Q: 23 clusters Score -2.481417e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7169 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39669 members 
Mstep: Class 6 contains 4871 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 30030 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1570 members 
Mstep: Class 12 contains 65044 members 
Mstep: Class 13 contains 14319 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 4775 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25122 members 
Mstep: Class 22 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814164.000000 Penalty: 44861.425781
Iteration 115Q: 23 clusters Score -2.481416e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7171 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39667 members 
Mstep: Class 6 contains 4872 members 
Mstep: Class 7 contains 4874 members 
Mstep: Class 8 contains 4490 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1569 members 
Mstep: Class 12 contains 65046 members 
Mstep: Class 13 contains 14323 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25119 members 
Mstep: Class 22 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814176.000000 Penalty: 44861.425781
Iteration 116Q: 23 clusters Score -2.481418e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7172 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39665 members 
Mstep: Class 6 contains 4874 members 
Mstep: Class 7 contains 4876 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30030 members 
Mstep: Class 10 contains 4711 members 
Mstep: Class 11 contains 1566 members 
Mstep: Class 12 contains 65044 members 
Mstep: Class 13 contains 14326 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4749 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13030 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25115 members 
Mstep: Class 22 contains 19619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814174.000000 Penalty: 44861.425781
Iteration 117Q: 23 clusters Score -2.481417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7179 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 39664 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65044 members 
Mstep: Class 13 contains 14325 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 19620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814172.000000 Penalty: 44861.425781
Iteration 118Q: 23 clusters Score -2.481417e+07 nChanged 12
Entering ConstructFrom: 
Score: -24814172.000000 Penalty: 44861.425781
Entering ConstructFrom: 
Trying to split cluster 1 (6071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Entering Unmasked Estep 
Score: -547281.687500 Penalty: 1415.582764
	Iteration 0F: 2 clusters Score -547281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -542637.125000 Penalty: 2831.165527
	Iteration 0F: 3 clusters Score -542637.1 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -544196.437500 Penalty: 2831.165527
	Iteration 1F: 3 clusters Score -544196.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -544565.437500 Penalty: 2831.165527
	Iteration 2F: 3 clusters Score -544565.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -544872.312500 Penalty: 2831.165527
	Iteration 3F: 3 clusters Score -544872.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -545112.125000 Penalty: 2831.165527
	Iteration 4F: 3 clusters Score -545112.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -545307.250000 Penalty: 2831.165527
	Iteration 5F: 3 clusters Score -545307.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -545458.562500 Penalty: 2831.165527
	Iteration 6Q: 3 clusters Score -545458.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -545561.250000 Penalty: 2831.165527
	Iteration 7Q: 3 clusters Score -545561.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -545652.937500 Penalty: 2831.165527
	Iteration 8Q: 3 clusters Score -545652.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -545741.875000 Penalty: 2831.165527
	Iteration 9Q: 3 clusters Score -545741.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -545826.625000 Penalty: 2831.165527
	Iteration 10Q: 3 clusters Score -545826.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -545903.062500 Penalty: 2831.165527
	Iteration 11Q: 3 clusters Score -545903.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -545960.687500 Penalty: 2831.165527
	Iteration 12Q: 3 clusters Score -545960.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -546011.625000 Penalty: 2831.165527
	Iteration 13Q: 3 clusters Score -546011.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -546057.562500 Penalty: 2831.165527
	Iteration 14Q: 3 clusters Score -546057.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -546104.062500 Penalty: 2831.165527
	Iteration 15Q: 3 clusters Score -546104.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -546149.562500 Penalty: 2831.165527
	Iteration 16Q: 3 clusters Score -546149.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -546212.562500 Penalty: 2831.165527
	Iteration 17Q: 3 clusters Score -546212.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -546276.187500 Penalty: 2831.165527
	Iteration 18Q: 3 clusters Score -546276.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -546344.687500 Penalty: 2831.165527
	Iteration 19Q: 3 clusters Score -546344.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -546419.000000 Penalty: 2831.165527
	Iteration 20F: 3 clusters Score -546419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -546470.750000 Penalty: 2831.165527
	Iteration 21Q: 3 clusters Score -546470.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -546511.000000 Penalty: 2831.165527
	Iteration 22Q: 3 clusters Score -546511 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -546536.250000 Penalty: 2831.165527
	Iteration 23Q: 3 clusters Score -546536.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -546551.937500 Penalty: 2831.165527
	Iteration 24Q: 3 clusters Score -546551.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -546560.500000 Penalty: 2831.165527
	Iteration 25Q: 3 clusters Score -546560.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -546566.500000 Penalty: 2831.165527
	Iteration 26Q: 3 clusters Score -546566.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -546571.312500 Penalty: 2831.165527
	Iteration 27Q: 3 clusters Score -546571.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -546574.000000 Penalty: 2831.165527
	Iteration 28Q: 3 clusters Score -546574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -546577.312500 Penalty: 2831.165527
	Iteration 29Q: 3 clusters Score -546577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -546579.562500 Penalty: 2831.165527
	Iteration 30Q: 3 clusters Score -546579.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -546579.437500 Penalty: 2831.165527
	Iteration 31Q: 3 clusters Score -546579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -546580.687500 Penalty: 2831.165527
	Iteration 32Q: 3 clusters Score -546580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -546582.125000 Penalty: 2831.165527
	Iteration 33Q: 3 clusters Score -546582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -546582.875000 Penalty: 2831.165527
	Iteration 34Q: 3 clusters Score -546582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -546582.437500 Penalty: 2831.165527
	Iteration 35Q: 3 clusters Score -546582.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -546582.625000 Penalty: 2831.165527
	Iteration 36Q: 3 clusters Score -546582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -546582.750000 Penalty: 2831.165527
	Iteration 37Q: 3 clusters Score -546582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -546582.937500 Penalty: 2831.165527
	Iteration 38Q: 3 clusters Score -546582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -546584.250000 Penalty: 2831.165527
	Iteration 39Q: 3 clusters Score -546584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -546584.250000 Penalty: 2831.165527
	Iteration 40F: 3 clusters Score -546584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Entering Unmasked Estep 
Score: -656079.312500 Penalty: 1442.914307
	Iteration 0F: 2 clusters Score -656079.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -650674.125000 Penalty: 2885.828613
	Iteration 0F: 3 clusters Score -650674.1 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -652430.562500 Penalty: 2885.828613
	Iteration 1F: 3 clusters Score -652430.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -652681.812500 Penalty: 2885.828613
	Iteration 2F: 3 clusters Score -652681.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -652935.312500 Penalty: 2885.828613
	Iteration 3F: 3 clusters Score -652935.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -653205.562500 Penalty: 2885.828613
	Iteration 4F: 3 clusters Score -653205.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -653456.312500 Penalty: 2885.828613
	Iteration 5F: 3 clusters Score -653456.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -653746.625000 Penalty: 2885.828613
	Iteration 6F: 3 clusters Score -653746.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -654014.250000 Penalty: 2885.828613
	Iteration 7F: 3 clusters Score -654014.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -654242.312500 Penalty: 2885.828613
	Iteration 8Q: 3 clusters Score -654242.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -654437.250000 Penalty: 2885.828613
	Iteration 9Q: 3 clusters Score -654437.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -654589.312500 Penalty: 2885.828613
	Iteration 10Q: 3 clusters Score -654589.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -654681.187500 Penalty: 2885.828613
	Iteration 11Q: 3 clusters Score -654681.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -654751.000000 Penalty: 2885.828613
	Iteration 12Q: 3 clusters Score -654751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -654806.812500 Penalty: 2885.828613
	Iteration 13Q: 3 clusters Score -654806.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -654850.187500 Penalty: 2885.828613
	Iteration 14Q: 3 clusters Score -654850.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -654881.812500 Penalty: 2885.828613
	Iteration 15Q: 3 clusters Score -654881.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -654905.625000 Penalty: 2885.828613
	Iteration 16Q: 3 clusters Score -654905.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -654920.500000 Penalty: 2885.828613
	Iteration 17Q: 3 clusters Score -654920.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -654932.500000 Penalty: 2885.828613
	Iteration 18Q: 3 clusters Score -654932.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -654943.875000 Penalty: 2885.828613
	Iteration 19Q: 3 clusters Score -654943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -654952.125000 Penalty: 2885.828613
	Iteration 20F: 3 clusters Score -654952.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -654961.875000 Penalty: 2885.828613
	Iteration 21Q: 3 clusters Score -654961.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -654972.687500 Penalty: 2885.828613
	Iteration 22Q: 3 clusters Score -654972.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -654982.875000 Penalty: 2885.828613
	Iteration 23Q: 3 clusters Score -654982.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -654989.625000 Penalty: 2885.828613
	Iteration 24Q: 3 clusters Score -654989.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -654998.125000 Penalty: 2885.828613
	Iteration 25Q: 3 clusters Score -654998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -655004.687500 Penalty: 2885.828613
	Iteration 26Q: 3 clusters Score -655004.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -655012.875000 Penalty: 2885.828613
	Iteration 27Q: 3 clusters Score -655012.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -655020.437500 Penalty: 2885.828613
	Iteration 28Q: 3 clusters Score -655020.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -655025.125000 Penalty: 2885.828613
	Iteration 29Q: 3 clusters Score -655025.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -655030.375000 Penalty: 2885.828613
	Iteration 30Q: 3 clusters Score -655030.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -655033.187500 Penalty: 2885.828613
	Iteration 31Q: 3 clusters Score -655033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -655037.750000 Penalty: 2885.828613
	Iteration 32Q: 3 clusters Score -655037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -655043.250000 Penalty: 2885.828613
	Iteration 33Q: 3 clusters Score -655043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -655044.000000 Penalty: 2885.828613
	Iteration 34Q: 3 clusters Score -655044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -655046.000000 Penalty: 2885.828613
	Iteration 35Q: 3 clusters Score -655046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -655048.062500 Penalty: 2885.828613
	Iteration 36Q: 3 clusters Score -655048.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -655047.250000 Penalty: 2885.828613
	Iteration 37Q: 3 clusters Score -655047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -655048.687500 Penalty: 2885.828613
	Iteration 38Q: 3 clusters Score -655048.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -655048.375000 Penalty: 2885.828613
	Iteration 39Q: 3 clusters Score -655048.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -655048.875000 Penalty: 2885.828613
	Iteration 40F: 3 clusters Score -655048.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Entering Unmasked Estep 
Score: -1394908.250000 Penalty: 1566.200073
	Iteration 0F: 2 clusters Score -1394908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1384240.125000 Penalty: 3132.400146
	Iteration 0F: 3 clusters Score -1384240 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1387946.875000 Penalty: 3132.400146
	Iteration 1F: 3 clusters Score -1387947 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1388215.750000 Penalty: 3132.400146
	Iteration 2F: 3 clusters Score -1388216 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1388402.500000 Penalty: 3132.400146
	Iteration 3Q: 3 clusters Score -1388402 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1388545.000000 Penalty: 3132.400146
	Iteration 4Q: 3 clusters Score -1388545 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1388674.750000 Penalty: 3132.400146
	Iteration 5Q: 3 clusters Score -1388675 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1388818.875000 Penalty: 3132.400146
	Iteration 6Q: 3 clusters Score -1388819 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1389001.125000 Penalty: 3132.400146
	Iteration 7Q: 3 clusters Score -1389001 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1389233.875000 Penalty: 3132.400146
	Iteration 8Q: 3 clusters Score -1389234 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1389560.500000 Penalty: 3132.400146
	Iteration 9Q: 3 clusters Score -1389560 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1390045.375000 Penalty: 3132.400146
	Iteration 10F: 3 clusters Score -1390045 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1390726.750000 Penalty: 3132.400146
	Iteration 11F: 3 clusters Score -1390727 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1391529.750000 Penalty: 3132.400146
	Iteration 12F: 3 clusters Score -1391530 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1392309.500000 Penalty: 3132.400146
	Iteration 13F: 3 clusters Score -1392310 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1392853.375000 Penalty: 3132.400146
	Iteration 14Q: 3 clusters Score -1392853 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1393166.125000 Penalty: 3132.400146
	Iteration 15Q: 3 clusters Score -1393166 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1393336.500000 Penalty: 3132.400146
	Iteration 16Q: 3 clusters Score -1393336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1393426.250000 Penalty: 3132.400146
	Iteration 17Q: 3 clusters Score -1393426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1393463.875000 Penalty: 3132.400146
	Iteration 18Q: 3 clusters Score -1393464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1393478.375000 Penalty: 3132.400146
	Iteration 19Q: 3 clusters Score -1393478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1393488.750000 Penalty: 3132.400146
	Iteration 20F: 3 clusters Score -1393489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1393497.000000 Penalty: 3132.400146
	Iteration 21Q: 3 clusters Score -1393497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1393502.000000 Penalty: 3132.400146
	Iteration 22Q: 3 clusters Score -1393502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1393507.875000 Penalty: 3132.400146
	Iteration 23Q: 3 clusters Score -1393508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1393515.250000 Penalty: 3132.400146
	Iteration 24Q: 3 clusters Score -1393515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1393520.375000 Penalty: 3132.400146
	Iteration 25Q: 3 clusters Score -1393520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1393526.250000 Penalty: 3132.400146
	Iteration 26Q: 3 clusters Score -1393526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1393530.625000 Penalty: 3132.400146
	Iteration 27Q: 3 clusters Score -1393531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1393530.125000 Penalty: 3132.400146
	Iteration 28Q: 3 clusters Score -1393530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1393528.875000 Penalty: 3132.400146
	Iteration 29Q: 3 clusters Score -1393529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1393532.500000 Penalty: 3132.400146
	Iteration 30Q: 3 clusters Score -1393532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1393532.500000 Penalty: 3132.400146
	Iteration 31F: 3 clusters Score -1393532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -427322.875000 Penalty: 1376.118774
	Iteration 0F: 2 clusters Score -427322.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -423510.156250 Penalty: 2752.237549
	Iteration 0F: 3 clusters Score -423510.2 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -424660.593750 Penalty: 2752.237549
	Iteration 1F: 3 clusters Score -424660.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -424968.093750 Penalty: 2752.237549
	Iteration 2F: 3 clusters Score -424968.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -425314.968750 Penalty: 2752.237549
	Iteration 3F: 3 clusters Score -425315 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -425738.281250 Penalty: 2752.237549
	Iteration 4F: 3 clusters Score -425738.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -426146.500000 Penalty: 2752.237549
	Iteration 5F: 3 clusters Score -426146.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -426460.687500 Penalty: 2752.237549
	Iteration 6F: 3 clusters Score -426460.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -426654.500000 Penalty: 2752.237549
	Iteration 7F: 3 clusters Score -426654.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -426748.843750 Penalty: 2752.237549
	Iteration 8Q: 3 clusters Score -426748.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -426795.125000 Penalty: 2752.237549
	Iteration 9Q: 3 clusters Score -426795.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -426822.468750 Penalty: 2752.237549
	Iteration 10Q: 3 clusters Score -426822.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -426835.156250 Penalty: 2752.237549
	Iteration 11Q: 3 clusters Score -426835.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -426844.437500 Penalty: 2752.237549
	Iteration 12Q: 3 clusters Score -426844.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -426848.937500 Penalty: 2752.237549
	Iteration 13Q: 3 clusters Score -426848.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -426852.187500 Penalty: 2752.237549
	Iteration 14Q: 3 clusters Score -426852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -426853.031250 Penalty: 2752.237549
	Iteration 15Q: 3 clusters Score -426853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -426854.312500 Penalty: 2752.237549
	Iteration 16Q: 3 clusters Score -426854.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -426856.781250 Penalty: 2752.237549
	Iteration 17Q: 3 clusters Score -426856.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -426859.156250 Penalty: 2752.237549
	Iteration 18Q: 3 clusters Score -426859.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -426859.437500 Penalty: 2752.237549
	Iteration 19Q: 3 clusters Score -426859.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -426859.593750 Penalty: 2752.237549
	Iteration 20F: 3 clusters Score -426859.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -426860.312500 Penalty: 2752.237549
	Iteration 21Q: 3 clusters Score -426860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -426861.031250 Penalty: 2752.237549
	Iteration 22Q: 3 clusters Score -426861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -426862.156250 Penalty: 2752.237549
	Iteration 23Q: 3 clusters Score -426862.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -426861.812500 Penalty: 2752.237549
	Iteration 24Q: 3 clusters Score -426861.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -426862.062500 Penalty: 2752.237549
	Iteration 25Q: 3 clusters Score -426862.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -426861.531250 Penalty: 2752.237549
	Iteration 26Q: 3 clusters Score -426861.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -426862.906250 Penalty: 2752.237549
	Iteration 27Q: 3 clusters Score -426862.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -426863.312500 Penalty: 2752.237549
	Iteration 28Q: 3 clusters Score -426863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -426864.343750 Penalty: 2752.237549
	Iteration 29Q: 3 clusters Score -426864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -426865.187500 Penalty: 2752.237549
	Iteration 30Q: 3 clusters Score -426865.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -426865.781250 Penalty: 2752.237549
	Iteration 31Q: 3 clusters Score -426865.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -426865.906250 Penalty: 2752.237549
	Iteration 32Q: 3 clusters Score -426865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426865.562500 Penalty: 2752.237549
	Iteration 33Q: 3 clusters Score -426865.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -426866.687500 Penalty: 2752.237549
	Iteration 34Q: 3 clusters Score -426866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -426866.687500 Penalty: 2752.237549
	Iteration 35F: 3 clusters Score -426866.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Entering Unmasked Estep 
Score: -3544866.500000 Penalty: 1720.566040
	Iteration 0F: 2 clusters Score -3544866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -3518307.000000 Penalty: 3441.132080
	Iteration 0F: 3 clusters Score -3518307 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19835 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -3528643.000000 Penalty: 3441.132080
	Iteration 1F: 3 clusters Score -3528643 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3529149.750000 Penalty: 3441.132080
	Iteration 2Q: 3 clusters Score -3529150 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -3529705.750000 Penalty: 3441.132080
	Iteration 3Q: 3 clusters Score -3529706 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -3530296.250000 Penalty: 3441.132080
	Iteration 4Q: 3 clusters Score -3530296 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -3530965.000000 Penalty: 3441.132080
	Iteration 5Q: 3 clusters Score -3530965 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3531674.500000 Penalty: 3441.132080
	Iteration 6Q: 3 clusters Score -3531674 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3532509.250000 Penalty: 3441.132080
	Iteration 7Q: 3 clusters Score -3532509 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -3533491.250000 Penalty: 3441.132080
	Iteration 8Q: 3 clusters Score -3533491 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -3534743.250000 Penalty: 3441.132080
	Iteration 9Q: 3 clusters Score -3534743 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -3536016.250000 Penalty: 3441.132080
	Iteration 10F: 3 clusters Score -3536016 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3537026.750000 Penalty: 3441.132080
	Iteration 11Q: 3 clusters Score -3537027 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3537559.500000 Penalty: 3441.132080
	Iteration 12Q: 3 clusters Score -3537560 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -3537789.500000 Penalty: 3441.132080
	Iteration 13Q: 3 clusters Score -3537790 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -3537904.500000 Penalty: 3441.132080
	Iteration 14Q: 3 clusters Score -3537904 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3537996.750000 Penalty: 3441.132080
	Iteration 15Q: 3 clusters Score -3537997 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -3538060.250000 Penalty: 3441.132080
	Iteration 16Q: 3 clusters Score -3538060 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3538109.750000 Penalty: 3441.132080
	Iteration 17Q: 3 clusters Score -3538110 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3538151.750000 Penalty: 3441.132080
	Iteration 18Q: 3 clusters Score -3538152 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -3538183.500000 Penalty: 3441.132080
	Iteration 19Q: 3 clusters Score -3538184 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3538215.500000 Penalty: 3441.132080
	Iteration 20F: 3 clusters Score -3538216 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3538236.250000 Penalty: 3441.132080
	Iteration 21Q: 3 clusters Score -3538236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -3538277.750000 Penalty: 3441.132080
	Iteration 22Q: 3 clusters Score -3538278 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3538297.500000 Penalty: 3441.132080
	Iteration 23Q: 3 clusters Score -3538298 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3538332.750000 Penalty: 3441.132080
	Iteration 24Q: 3 clusters Score -3538333 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3538335.250000 Penalty: 3441.132080
	Iteration 25Q: 3 clusters Score -3538335 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3538347.750000 Penalty: 3441.132080
	Iteration 26Q: 3 clusters Score -3538348 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -3538387.500000 Penalty: 3441.132080
	Iteration 27Q: 3 clusters Score -3538388 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3538413.250000 Penalty: 3441.132080
	Iteration 28Q: 3 clusters Score -3538413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -3538440.000000 Penalty: 3441.132080
	Iteration 29Q: 3 clusters Score -3538440 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -3538464.250000 Penalty: 3441.132080
	Iteration 30Q: 3 clusters Score -3538464 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -3538489.750000 Penalty: 3441.132080
	Iteration 31Q: 3 clusters Score -3538490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3538504.000000 Penalty: 3441.132080
	Iteration 32Q: 3 clusters Score -3538504 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3538545.500000 Penalty: 3441.132080
	Iteration 33Q: 3 clusters Score -3538546 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -3538578.500000 Penalty: 3441.132080
	Iteration 34Q: 3 clusters Score -3538578 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3538594.000000 Penalty: 3441.132080
	Iteration 35Q: 3 clusters Score -3538594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3538607.750000 Penalty: 3441.132080
	Iteration 36Q: 3 clusters Score -3538608 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3538613.000000 Penalty: 3441.132080
	Iteration 37Q: 3 clusters Score -3538613 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -3538622.750000 Penalty: 3441.132080
	Iteration 38Q: 3 clusters Score -3538623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3538645.000000 Penalty: 3441.132080
	Iteration 39Q: 3 clusters Score -3538645 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3538661.750000 Penalty: 3441.132080
	Iteration 40F: 3 clusters Score -3538662 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3538669.250000 Penalty: 3441.132080
	Iteration 41Q: 3 clusters Score -3538669 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -3538688.750000 Penalty: 3441.132080
	Iteration 42Q: 3 clusters Score -3538689 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3538724.750000 Penalty: 3441.132080
	Iteration 43Q: 3 clusters Score -3538725 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -3538732.750000 Penalty: 3441.132080
	Iteration 44Q: 3 clusters Score -3538733 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3538758.750000 Penalty: 3441.132080
	Iteration 45Q: 3 clusters Score -3538759 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -3538780.250000 Penalty: 3441.132080
	Iteration 46Q: 3 clusters Score -3538780 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -3538799.250000 Penalty: 3441.132080
	Iteration 47Q: 3 clusters Score -3538799 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -3538823.750000 Penalty: 3441.132080
	Iteration 48Q: 3 clusters Score -3538824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -3538857.000000 Penalty: 3441.132080
	Iteration 49Q: 3 clusters Score -3538857 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3538886.750000 Penalty: 3441.132080
	Iteration 50Q: 3 clusters Score -3538887 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3538922.500000 Penalty: 3441.132080
	Iteration 51Q: 3 clusters Score -3538922 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -3538983.250000 Penalty: 3441.132080
	Iteration 52Q: 3 clusters Score -3538983 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3539035.500000 Penalty: 3441.132080
	Iteration 53Q: 3 clusters Score -3539036 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 27766 members 
Entering Unmasked Estep 
Score: -3539091.500000 Penalty: 3441.132080
	Iteration 54Q: 3 clusters Score -3539092 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3539145.500000 Penalty: 3441.132080
	Iteration 55Q: 3 clusters Score -3539146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3539208.750000 Penalty: 3441.132080
	Iteration 56Q: 3 clusters Score -3539209 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -3539268.750000 Penalty: 3441.132080
	Iteration 57Q: 3 clusters Score -3539269 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3539361.750000 Penalty: 3441.132080
	Iteration 58Q: 3 clusters Score -3539362 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -3539442.250000 Penalty: 3441.132080
	Iteration 59Q: 3 clusters Score -3539442 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -3539539.250000 Penalty: 3441.132080
	Iteration 60F: 3 clusters Score -3539539 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 30241 members 
Entering Unmasked Estep 
Score: -3539669.000000 Penalty: 3441.132080
	Iteration 61Q: 3 clusters Score -3539669 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -3539799.500000 Penalty: 3441.132080
	Iteration 62Q: 3 clusters Score -3539800 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 31099 members 
Entering Unmasked Estep 
Score: -3539917.000000 Penalty: 3441.132080
	Iteration 63Q: 3 clusters Score -3539917 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -3540100.000000 Penalty: 3441.132080
	Iteration 64Q: 3 clusters Score -3540100 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -3540280.500000 Penalty: 3441.132080
	Iteration 65Q: 3 clusters Score -3540280 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 32607 members 
Entering Unmasked Estep 
Score: -3540449.000000 Penalty: 3441.132080
	Iteration 66Q: 3 clusters Score -3540449 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -3540643.750000 Penalty: 3441.132080
	Iteration 67Q: 3 clusters Score -3540644 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -3540821.250000 Penalty: 3441.132080
	Iteration 68Q: 3 clusters Score -3540821 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 34099 members 
Entering Unmasked Estep 
Score: -3540996.250000 Penalty: 3441.132080
	Iteration 69Q: 3 clusters Score -3540996 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -3541215.500000 Penalty: 3441.132080
	Iteration 70Q: 3 clusters Score -3541216 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -3541484.750000 Penalty: 3441.132080
	Iteration 71Q: 3 clusters Score -3541485 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3541777.000000 Penalty: 3441.132080
	Iteration 72Q: 3 clusters Score -3541777 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -3542107.750000 Penalty: 3441.132080
	Iteration 73Q: 3 clusters Score -3542108 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -3542451.000000 Penalty: 3441.132080
	Iteration 74Q: 3 clusters Score -3542451 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 37076 members 
Entering Unmasked Estep 
Score: -3542736.250000 Penalty: 3441.132080
	Iteration 75Q: 3 clusters Score -3542736 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -3542988.250000 Penalty: 3441.132080
	Iteration 76Q: 3 clusters Score -3542988 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -3543170.000000 Penalty: 3441.132080
	Iteration 77Q: 3 clusters Score -3543170 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -3543304.500000 Penalty: 3441.132080
	Iteration 78Q: 3 clusters Score -3543304 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -3543417.000000 Penalty: 3441.132080
	Iteration 79Q: 3 clusters Score -3543417 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -3543483.750000 Penalty: 3441.132080
	Iteration 80F: 3 clusters Score -3543484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -3543550.250000 Penalty: 3441.132080
	Iteration 81Q: 3 clusters Score -3543550 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -3543600.250000 Penalty: 3441.132080
	Iteration 82Q: 3 clusters Score -3543600 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -3543654.000000 Penalty: 3441.132080
	Iteration 83Q: 3 clusters Score -3543654 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -3543685.750000 Penalty: 3441.132080
	Iteration 84Q: 3 clusters Score -3543686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3543723.000000 Penalty: 3441.132080
	Iteration 85Q: 3 clusters Score -3543723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -3543751.250000 Penalty: 3441.132080
	Iteration 86Q: 3 clusters Score -3543751 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -3543768.750000 Penalty: 3441.132080
	Iteration 87Q: 3 clusters Score -3543769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -3543786.750000 Penalty: 3441.132080
	Iteration 88Q: 3 clusters Score -3543787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -3543786.250000 Penalty: 3441.132080
	Iteration 89Q: 3 clusters Score -3543786 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -3543786.500000 Penalty: 3441.132080
	Iteration 90Q: 3 clusters Score -3543786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 38702 members 
Entering Unmasked Estep 
Score: -3543785.750000 Penalty: 3441.132080
	Iteration 91Q: 3 clusters Score -3543786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -3543789.000000 Penalty: 3441.132080
	Iteration 92Q: 3 clusters Score -3543789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -3543791.000000 Penalty: 3441.132080
	Iteration 93Q: 3 clusters Score -3543791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -3543793.000000 Penalty: 3441.132080
	Iteration 94Q: 3 clusters Score -3543793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -3543797.500000 Penalty: 3441.132080
	Iteration 95Q: 3 clusters Score -3543798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -3543799.000000 Penalty: 3441.132080
	Iteration 96Q: 3 clusters Score -3543799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3543800.250000 Penalty: 3441.132080
	Iteration 97Q: 3 clusters Score -3543800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -3543800.250000 Penalty: 3441.132080
	Iteration 98F: 3 clusters Score -3543800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -429081.187500 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -429081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -425202.281250 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -425202.3 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -426290.687500 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -426290.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -426509.187500 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -426509.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -426652.750000 Penalty: 2759.859619
	Iteration 3F: 3 clusters Score -426652.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -426758.125000 Penalty: 2759.859619
	Iteration 4Q: 3 clusters Score -426758.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426841.843750 Penalty: 2759.859619
	Iteration 5Q: 3 clusters Score -426841.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -426913.093750 Penalty: 2759.859619
	Iteration 6Q: 3 clusters Score -426913.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -426981.000000 Penalty: 2759.859619
	Iteration 7Q: 3 clusters Score -426981 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -427039.968750 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -427040 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -427085.031250 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -427085 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -427133.843750 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -427133.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -427176.875000 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -427176.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -427212.125000 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -427212.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -427246.687500 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -427246.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -427282.687500 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -427282.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -427324.125000 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -427324.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -427364.281250 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -427364.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -427401.500000 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -427401.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -427436.406250 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -427436.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -427471.625000 Penalty: 2759.859619
	Iteration 19Q: 3 clusters Score -427471.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -427500.750000 Penalty: 2759.859619
	Iteration 20F: 3 clusters Score -427500.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -427522.750000 Penalty: 2759.859619
	Iteration 21Q: 3 clusters Score -427522.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -427545.062500 Penalty: 2759.859619
	Iteration 22Q: 3 clusters Score -427545.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -427571.343750 Penalty: 2759.859619
	Iteration 23Q: 3 clusters Score -427571.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -427590.406250 Penalty: 2759.859619
	Iteration 24Q: 3 clusters Score -427590.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -427607.687500 Penalty: 2759.859619
	Iteration 25Q: 3 clusters Score -427607.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -427624.187500 Penalty: 2759.859619
	Iteration 26Q: 3 clusters Score -427624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -427633.875000 Penalty: 2759.859619
	Iteration 27Q: 3 clusters Score -427633.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -427645.468750 Penalty: 2759.859619
	Iteration 28Q: 3 clusters Score -427645.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -427655.656250 Penalty: 2759.859619
	Iteration 29Q: 3 clusters Score -427655.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -427666.843750 Penalty: 2759.859619
	Iteration 30Q: 3 clusters Score -427666.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -427679.281250 Penalty: 2759.859619
	Iteration 31Q: 3 clusters Score -427679.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -427693.875000 Penalty: 2759.859619
	Iteration 32Q: 3 clusters Score -427693.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -427714.531250 Penalty: 2759.859619
	Iteration 33Q: 3 clusters Score -427714.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -427730.406250 Penalty: 2759.859619
	Iteration 34Q: 3 clusters Score -427730.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -427740.156250 Penalty: 2759.859619
	Iteration 35Q: 3 clusters Score -427740.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -427749.312500 Penalty: 2759.859619
	Iteration 36Q: 3 clusters Score -427749.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -427754.312500 Penalty: 2759.859619
	Iteration 37Q: 3 clusters Score -427754.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -427761.687500 Penalty: 2759.859619
	Iteration 38Q: 3 clusters Score -427761.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -427771.531250 Penalty: 2759.859619
	Iteration 39Q: 3 clusters Score -427771.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -427781.656250 Penalty: 2759.859619
	Iteration 40F: 3 clusters Score -427781.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -427786.031250 Penalty: 2759.859619
	Iteration 41Q: 3 clusters Score -427786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -427789.000000 Penalty: 2759.859619
	Iteration 42Q: 3 clusters Score -427789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -427794.000000 Penalty: 2759.859619
	Iteration 43Q: 3 clusters Score -427794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -427800.218750 Penalty: 2759.859619
	Iteration 44Q: 3 clusters Score -427800.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -427805.906250 Penalty: 2759.859619
	Iteration 45Q: 3 clusters Score -427805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -427811.437500 Penalty: 2759.859619
	Iteration 46Q: 3 clusters Score -427811.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -427819.218750 Penalty: 2759.859619
	Iteration 47Q: 3 clusters Score -427819.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -427829.375000 Penalty: 2759.859619
	Iteration 48Q: 3 clusters Score -427829.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -427840.031250 Penalty: 2759.859619
	Iteration 49Q: 3 clusters Score -427840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -427846.750000 Penalty: 2759.859619
	Iteration 50Q: 3 clusters Score -427846.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -427853.625000 Penalty: 2759.859619
	Iteration 51Q: 3 clusters Score -427853.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -427859.531250 Penalty: 2759.859619
	Iteration 52Q: 3 clusters Score -427859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -427862.656250 Penalty: 2759.859619
	Iteration 53Q: 3 clusters Score -427862.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -427864.750000 Penalty: 2759.859619
	Iteration 54Q: 3 clusters Score -427864.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -427866.906250 Penalty: 2759.859619
	Iteration 55Q: 3 clusters Score -427866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -427867.781250 Penalty: 2759.859619
	Iteration 56Q: 3 clusters Score -427867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -427870.625000 Penalty: 2759.859619
	Iteration 57Q: 3 clusters Score -427870.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -427872.812500 Penalty: 2759.859619
	Iteration 58Q: 3 clusters Score -427872.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -427875.218750 Penalty: 2759.859619
	Iteration 59Q: 3 clusters Score -427875.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -427878.031250 Penalty: 2759.859619
	Iteration 60F: 3 clusters Score -427878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -427880.656250 Penalty: 2759.859619
	Iteration 61Q: 3 clusters Score -427880.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -427884.156250 Penalty: 2759.859619
	Iteration 62Q: 3 clusters Score -427884.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -427886.093750 Penalty: 2759.859619
	Iteration 63Q: 3 clusters Score -427886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -427888.562500 Penalty: 2759.859619
	Iteration 64Q: 3 clusters Score -427888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -427891.906250 Penalty: 2759.859619
	Iteration 65Q: 3 clusters Score -427891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -427894.687500 Penalty: 2759.859619
	Iteration 66Q: 3 clusters Score -427894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -427898.406250 Penalty: 2759.859619
	Iteration 67Q: 3 clusters Score -427898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -427899.281250 Penalty: 2759.859619
	Iteration 68Q: 3 clusters Score -427899.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -427900.812500 Penalty: 2759.859619
	Iteration 69Q: 3 clusters Score -427900.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -427902.968750 Penalty: 2759.859619
	Iteration 70Q: 3 clusters Score -427903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -427902.968750 Penalty: 2759.859619
	Iteration 71Q: 3 clusters Score -427903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -427902.625000 Penalty: 2759.859619
	Iteration 72Q: 3 clusters Score -427902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -427903.593750 Penalty: 2759.859619
	Iteration 73Q: 3 clusters Score -427903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -427903.593750 Penalty: 2759.859619
	Iteration 74F: 3 clusters Score -427903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -439105.968750 Penalty: 1379.996460
	Iteration 0F: 2 clusters Score -439106 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 2439 members 
Entering Unmasked Estep 
Score: -435248.656250 Penalty: 2759.992920
	Iteration 0F: 3 clusters Score -435248.7 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -436315.656250 Penalty: 2759.992920
	Iteration 1F: 3 clusters Score -436315.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -436494.343750 Penalty: 2759.992920
	Iteration 2F: 3 clusters Score -436494.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -436626.500000 Penalty: 2759.992920
	Iteration 3F: 3 clusters Score -436626.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -436702.593750 Penalty: 2759.992920
	Iteration 4Q: 3 clusters Score -436702.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -436766.250000 Penalty: 2759.992920
	Iteration 5Q: 3 clusters Score -436766.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -436805.718750 Penalty: 2759.992920
	Iteration 6Q: 3 clusters Score -436805.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -436839.593750 Penalty: 2759.992920
	Iteration 7Q: 3 clusters Score -436839.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -436866.125000 Penalty: 2759.992920
	Iteration 8Q: 3 clusters Score -436866.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -436892.062500 Penalty: 2759.992920
	Iteration 9Q: 3 clusters Score -436892.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -436917.812500 Penalty: 2759.992920
	Iteration 10Q: 3 clusters Score -436917.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -436945.562500 Penalty: 2759.992920
	Iteration 11Q: 3 clusters Score -436945.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -436971.468750 Penalty: 2759.992920
	Iteration 12Q: 3 clusters Score -436971.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -436995.000000 Penalty: 2759.992920
	Iteration 13Q: 3 clusters Score -436995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -437022.468750 Penalty: 2759.992920
	Iteration 14Q: 3 clusters Score -437022.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -437062.593750 Penalty: 2759.992920
	Iteration 15Q: 3 clusters Score -437062.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -437103.375000 Penalty: 2759.992920
	Iteration 16Q: 3 clusters Score -437103.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -437146.656250 Penalty: 2759.992920
	Iteration 17Q: 3 clusters Score -437146.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -437187.125000 Penalty: 2759.992920
	Iteration 18Q: 3 clusters Score -437187.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -437220.687500 Penalty: 2759.992920
	Iteration 19Q: 3 clusters Score -437220.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -437258.156250 Penalty: 2759.992920
	Iteration 20F: 3 clusters Score -437258.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -437303.875000 Penalty: 2759.992920
	Iteration 21Q: 3 clusters Score -437303.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -437342.500000 Penalty: 2759.992920
	Iteration 22Q: 3 clusters Score -437342.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -437388.625000 Penalty: 2759.992920
	Iteration 23Q: 3 clusters Score -437388.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -437435.531250 Penalty: 2759.992920
	Iteration 24Q: 3 clusters Score -437435.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -437490.125000 Penalty: 2759.992920
	Iteration 25Q: 3 clusters Score -437490.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -437533.781250 Penalty: 2759.992920
	Iteration 26Q: 3 clusters Score -437533.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -437578.718750 Penalty: 2759.992920
	Iteration 27Q: 3 clusters Score -437578.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -437615.593750 Penalty: 2759.992920
	Iteration 28Q: 3 clusters Score -437615.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -437644.250000 Penalty: 2759.992920
	Iteration 29Q: 3 clusters Score -437644.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -437673.343750 Penalty: 2759.992920
	Iteration 30Q: 3 clusters Score -437673.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -437709.375000 Penalty: 2759.992920
	Iteration 31Q: 3 clusters Score -437709.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -437749.000000 Penalty: 2759.992920
	Iteration 32Q: 3 clusters Score -437749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -437784.875000 Penalty: 2759.992920
	Iteration 33Q: 3 clusters Score -437784.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -437818.531250 Penalty: 2759.992920
	Iteration 34Q: 3 clusters Score -437818.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -437839.750000 Penalty: 2759.992920
	Iteration 35Q: 3 clusters Score -437839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -437850.468750 Penalty: 2759.992920
	Iteration 36Q: 3 clusters Score -437850.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -437858.468750 Penalty: 2759.992920
	Iteration 37Q: 3 clusters Score -437858.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -437865.843750 Penalty: 2759.992920
	Iteration 38Q: 3 clusters Score -437865.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -437874.531250 Penalty: 2759.992920
	Iteration 39Q: 3 clusters Score -437874.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -437886.062500 Penalty: 2759.992920
	Iteration 40F: 3 clusters Score -437886.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -437889.656250 Penalty: 2759.992920
	Iteration 41Q: 3 clusters Score -437889.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -437893.281250 Penalty: 2759.992920
	Iteration 42Q: 3 clusters Score -437893.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -437897.656250 Penalty: 2759.992920
	Iteration 43Q: 3 clusters Score -437897.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -437902.312500 Penalty: 2759.992920
	Iteration 44Q: 3 clusters Score -437902.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -437905.593750 Penalty: 2759.992920
	Iteration 45Q: 3 clusters Score -437905.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -437911.156250 Penalty: 2759.992920
	Iteration 46Q: 3 clusters Score -437911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -437915.687500 Penalty: 2759.992920
	Iteration 47Q: 3 clusters Score -437915.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -437920.406250 Penalty: 2759.992920
	Iteration 48Q: 3 clusters Score -437920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -437925.250000 Penalty: 2759.992920
	Iteration 49Q: 3 clusters Score -437925.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -437926.906250 Penalty: 2759.992920
	Iteration 50Q: 3 clusters Score -437926.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -437928.281250 Penalty: 2759.992920
	Iteration 51Q: 3 clusters Score -437928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -437928.281250 Penalty: 2759.992920
	Iteration 52F: 3 clusters Score -437928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -383942.562500 Penalty: 1366.525146
	Iteration 0F: 2 clusters Score -383942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -380252.375000 Penalty: 2733.050293
	Iteration 0F: 3 clusters Score -380252.4 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -381530.156250 Penalty: 2733.050293
	Iteration 1F: 3 clusters Score -381530.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -381916.531250 Penalty: 2733.050293
	Iteration 2F: 3 clusters Score -381916.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -382275.593750 Penalty: 2733.050293
	Iteration 3F: 3 clusters Score -382275.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -382553.906250 Penalty: 2733.050293
	Iteration 4F: 3 clusters Score -382553.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -382785.250000 Penalty: 2733.050293
	Iteration 5F: 3 clusters Score -382785.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -382943.156250 Penalty: 2733.050293
	Iteration 6Q: 3 clusters Score -382943.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -383089.812500 Penalty: 2733.050293
	Iteration 7Q: 3 clusters Score -383089.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -383209.281250 Penalty: 2733.050293
	Iteration 8Q: 3 clusters Score -383209.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -383308.468750 Penalty: 2733.050293
	Iteration 9Q: 3 clusters Score -383308.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -383423.093750 Penalty: 2733.050293
	Iteration 10Q: 3 clusters Score -383423.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -383576.406250 Penalty: 2733.050293
	Iteration 11Q: 3 clusters Score -383576.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -383687.625000 Penalty: 2733.050293
	Iteration 12Q: 3 clusters Score -383687.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -383777.781250 Penalty: 2733.050293
	Iteration 13Q: 3 clusters Score -383777.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -383856.750000 Penalty: 2733.050293
	Iteration 14Q: 3 clusters Score -383856.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -383923.062500 Penalty: 2733.050293
	Iteration 15Q: 3 clusters Score -383923.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -383962.781250 Penalty: 2733.050293
	Iteration 16Q: 3 clusters Score -383962.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -383996.156250 Penalty: 2733.050293
	Iteration 17Q: 3 clusters Score -383996.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -384027.312500 Penalty: 2733.050293
	Iteration 18Q: 3 clusters Score -384027.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -384054.468750 Penalty: 2733.050293
	Iteration 19Q: 3 clusters Score -384054.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -384077.843750 Penalty: 2733.050293
	Iteration 20F: 3 clusters Score -384077.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -384093.000000 Penalty: 2733.050293
	Iteration 21Q: 3 clusters Score -384093 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -384106.343750 Penalty: 2733.050293
	Iteration 22Q: 3 clusters Score -384106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -384113.687500 Penalty: 2733.050293
	Iteration 23Q: 3 clusters Score -384113.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -384117.406250 Penalty: 2733.050293
	Iteration 24Q: 3 clusters Score -384117.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -384120.125000 Penalty: 2733.050293
	Iteration 25Q: 3 clusters Score -384120.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -384122.062500 Penalty: 2733.050293
	Iteration 26Q: 3 clusters Score -384122.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -384122.687500 Penalty: 2733.050293
	Iteration 27Q: 3 clusters Score -384122.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -384124.093750 Penalty: 2733.050293
	Iteration 28Q: 3 clusters Score -384124.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -384125.062500 Penalty: 2733.050293
	Iteration 29Q: 3 clusters Score -384125.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -384126.187500 Penalty: 2733.050293
	Iteration 30Q: 3 clusters Score -384126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -384127.062500 Penalty: 2733.050293
	Iteration 31Q: 3 clusters Score -384127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -384127.062500 Penalty: 2733.050293
	Iteration 32F: 3 clusters Score -384127.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65046 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25103 members 
Mstep: Class 22 contains 19621 members 
Mstep: Class 23 contains 1635 members 
Entering Unmasked Estep 
Score: -24813604.000000 Penalty: 46900.582031
Splitting cluster 8 changes total score from -24814172.000000 to -24813604.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (30029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Entering Unmasked Estep 
Score: -2795585.000000 Penalty: 1675.361694
	Iteration 0F: 2 clusters Score -2795585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -2775208.000000 Penalty: 3350.723389
	Iteration 0F: 3 clusters Score -2775208 nChanged 13897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2783403.750000 Penalty: 3350.723389
	Iteration 1F: 3 clusters Score -2783404 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2784180.750000 Penalty: 3350.723389
	Iteration 2F: 3 clusters Score -2784181 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2785174.000000 Penalty: 3350.723389
	Iteration 3F: 3 clusters Score -2785174 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2786600.250000 Penalty: 3350.723389
	Iteration 4F: 3 clusters Score -2786600 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -2788501.000000 Penalty: 3350.723389
	Iteration 5F: 3 clusters Score -2788501 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -2790535.000000 Penalty: 3350.723389
	Iteration 6F: 3 clusters Score -2790535 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -2792181.000000 Penalty: 3350.723389
	Iteration 7F: 3 clusters Score -2792181 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -2793156.500000 Penalty: 3350.723389
	Iteration 8Q: 3 clusters Score -2793156 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 29153 members 
Entering Unmasked Estep 
Score: -2793614.500000 Penalty: 3350.723389
	Iteration 9Q: 3 clusters Score -2793614 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -2793873.000000 Penalty: 3350.723389
	Iteration 10Q: 3 clusters Score -2793873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -2794002.000000 Penalty: 3350.723389
	Iteration 11Q: 3 clusters Score -2794002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -2794109.500000 Penalty: 3350.723389
	Iteration 12Q: 3 clusters Score -2794110 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -2794153.750000 Penalty: 3350.723389
	Iteration 13Q: 3 clusters Score -2794154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -2794185.750000 Penalty: 3350.723389
	Iteration 14Q: 3 clusters Score -2794186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -2794207.250000 Penalty: 3350.723389
	Iteration 15Q: 3 clusters Score -2794207 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -2794226.750000 Penalty: 3350.723389
	Iteration 16Q: 3 clusters Score -2794227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -2794242.750000 Penalty: 3350.723389
	Iteration 17Q: 3 clusters Score -2794243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2794255.250000 Penalty: 3350.723389
	Iteration 18Q: 3 clusters Score -2794255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2794273.250000 Penalty: 3350.723389
	Iteration 19Q: 3 clusters Score -2794273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -2794284.250000 Penalty: 3350.723389
	Iteration 20F: 3 clusters Score -2794284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2794298.250000 Penalty: 3350.723389
	Iteration 21Q: 3 clusters Score -2794298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -2794307.000000 Penalty: 3350.723389
	Iteration 22Q: 3 clusters Score -2794307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -2794316.250000 Penalty: 3350.723389
	Iteration 23Q: 3 clusters Score -2794316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2794327.000000 Penalty: 3350.723389
	Iteration 24Q: 3 clusters Score -2794327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -2794326.000000 Penalty: 3350.723389
	Iteration 25Q: 3 clusters Score -2794326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2794327.500000 Penalty: 3350.723389
	Iteration 26Q: 3 clusters Score -2794328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -2794326.250000 Penalty: 3350.723389
	Iteration 27Q: 3 clusters Score -2794326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -2794327.000000 Penalty: 3350.723389
	Iteration 28Q: 3 clusters Score -2794327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -2794333.250000 Penalty: 3350.723389
	Iteration 29Q: 3 clusters Score -2794333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -2794338.000000 Penalty: 3350.723389
	Iteration 30Q: 3 clusters Score -2794338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2794337.000000 Penalty: 3350.723389
	Iteration 31Q: 3 clusters Score -2794337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -2794340.250000 Penalty: 3350.723389
	Iteration 32Q: 3 clusters Score -2794340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2794339.250000 Penalty: 3350.723389
	Iteration 33Q: 3 clusters Score -2794339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -2794339.250000 Penalty: 3350.723389
	Iteration 34F: 3 clusters Score -2794339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Entering Unmasked Estep 
Score: -378887.062500 Penalty: 1374.299927
	Iteration 0F: 2 clusters Score -378887.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -375036.343750 Penalty: 2748.599854
	Iteration 0F: 3 clusters Score -375036.3 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -376396.125000 Penalty: 2748.599854
	Iteration 1F: 3 clusters Score -376396.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -376807.875000 Penalty: 2748.599854
	Iteration 2F: 3 clusters Score -376807.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -377137.562500 Penalty: 2748.599854
	Iteration 3F: 3 clusters Score -377137.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -377382.687500 Penalty: 2748.599854
	Iteration 4F: 3 clusters Score -377382.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -377594.718750 Penalty: 2748.599854
	Iteration 5F: 3 clusters Score -377594.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -377766.812500 Penalty: 2748.599854
	Iteration 6Q: 3 clusters Score -377766.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -377886.000000 Penalty: 2748.599854
	Iteration 7Q: 3 clusters Score -377886 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -378000.906250 Penalty: 2748.599854
	Iteration 8Q: 3 clusters Score -378000.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -378100.718750 Penalty: 2748.599854
	Iteration 9Q: 3 clusters Score -378100.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -378166.281250 Penalty: 2748.599854
	Iteration 10Q: 3 clusters Score -378166.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -378205.500000 Penalty: 2748.599854
	Iteration 11Q: 3 clusters Score -378205.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -378226.250000 Penalty: 2748.599854
	Iteration 12Q: 3 clusters Score -378226.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -378240.875000 Penalty: 2748.599854
	Iteration 13Q: 3 clusters Score -378240.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -378249.093750 Penalty: 2748.599854
	Iteration 14Q: 3 clusters Score -378249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -378259.281250 Penalty: 2748.599854
	Iteration 15Q: 3 clusters Score -378259.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -378263.531250 Penalty: 2748.599854
	Iteration 16Q: 3 clusters Score -378263.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -378268.375000 Penalty: 2748.599854
	Iteration 17Q: 3 clusters Score -378268.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -378274.531250 Penalty: 2748.599854
	Iteration 18Q: 3 clusters Score -378274.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -378281.812500 Penalty: 2748.599854
	Iteration 19Q: 3 clusters Score -378281.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -378286.156250 Penalty: 2748.599854
	Iteration 20F: 3 clusters Score -378286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -378287.093750 Penalty: 2748.599854
	Iteration 21Q: 3 clusters Score -378287.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -378288.031250 Penalty: 2748.599854
	Iteration 22Q: 3 clusters Score -378288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -378288.000000 Penalty: 2748.599854
	Iteration 23Q: 3 clusters Score -378288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -378288.750000 Penalty: 2748.599854
	Iteration 24Q: 3 clusters Score -378288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -378288.625000 Penalty: 2748.599854
	Iteration 25Q: 3 clusters Score -378288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -378288.812500 Penalty: 2748.599854
	Iteration 26Q: 3 clusters Score -378288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -378289.718750 Penalty: 2748.599854
	Iteration 27Q: 3 clusters Score -378289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -378290.000000 Penalty: 2748.599854
	Iteration 28Q: 3 clusters Score -378290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -378289.875000 Penalty: 2748.599854
	Iteration 29Q: 3 clusters Score -378289.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -378289.750000 Penalty: 2748.599854
	Iteration 30Q: 3 clusters Score -378289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -378289.906250 Penalty: 2748.599854
	Iteration 31Q: 3 clusters Score -378289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -378289.906250 Penalty: 2748.599854
	Iteration 32F: 3 clusters Score -378289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -134515.125000 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -134515.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -132724.453125 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -132724.5 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -133120.843750 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -133120.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133215.546875 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -133215.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -133270.218750 Penalty: 2390.583252
	Iteration 3Q: 3 clusters Score -133270.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -133313.562500 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -133313.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -133347.109375 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -133347.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -133366.265625 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -133366.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133382.093750 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -133382.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -133392.000000 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -133392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133401.296875 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -133401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133414.968750 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -133415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133428.296875 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -133428.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133449.359375 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -133449.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -133477.234375 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -133477.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -133507.796875 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -133507.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -133531.062500 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -133531.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -133560.234375 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -133560.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133588.140625 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -133588.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -133611.859375 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -133611.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -133638.718750 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -133638.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -133678.953125 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -133679 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133713.062500 Penalty: 2390.583252
	Iteration 21Q: 3 clusters Score -133713.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -133737.734375 Penalty: 2390.583252
	Iteration 22Q: 3 clusters Score -133737.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -133752.156250 Penalty: 2390.583252
	Iteration 23Q: 3 clusters Score -133752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -133760.390625 Penalty: 2390.583252
	Iteration 24Q: 3 clusters Score -133760.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -133768.328125 Penalty: 2390.583252
	Iteration 25Q: 3 clusters Score -133768.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -133774.968750 Penalty: 2390.583252
	Iteration 26Q: 3 clusters Score -133775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -133780.859375 Penalty: 2390.583252
	Iteration 27Q: 3 clusters Score -133780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -133783.718750 Penalty: 2390.583252
	Iteration 28Q: 3 clusters Score -133783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -133787.500000 Penalty: 2390.583252
	Iteration 29Q: 3 clusters Score -133787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -133790.843750 Penalty: 2390.583252
	Iteration 30Q: 3 clusters Score -133790.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -133791.875000 Penalty: 2390.583252
	Iteration 31Q: 3 clusters Score -133791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -133791.875000 Penalty: 2390.583252
	Iteration 32F: 3 clusters Score -133791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Entering Unmasked Estep 
Score: -6046652.000000 Penalty: 1800.963257
	Iteration 0F: 2 clusters Score -6046652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -6003585.000000 Penalty: 3601.926514
	Iteration 0F: 3 clusters Score -6003585 nChanged 30814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -6021450.500000 Penalty: 3601.926514
	Iteration 1F: 3 clusters Score -6021450 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -6022290.500000 Penalty: 3601.926514
	Iteration 2Q: 3 clusters Score -6022290 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30715 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -6023201.500000 Penalty: 3601.926514
	Iteration 3Q: 3 clusters Score -6023202 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6024326.500000 Penalty: 3601.926514
	Iteration 4Q: 3 clusters Score -6024326 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6025610.500000 Penalty: 3601.926514
	Iteration 5Q: 3 clusters Score -6025610 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -6027193.500000 Penalty: 3601.926514
	Iteration 6Q: 3 clusters Score -6027194 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25453 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -6029366.000000 Penalty: 3601.926514
	Iteration 7F: 3 clusters Score -6029366 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -6031844.500000 Penalty: 3601.926514
	Iteration 8F: 3 clusters Score -6031844 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -6034111.500000 Penalty: 3601.926514
	Iteration 9F: 3 clusters Score -6034112 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -6035583.500000 Penalty: 3601.926514
	Iteration 10Q: 3 clusters Score -6035584 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -6036420.000000 Penalty: 3601.926514
	Iteration 11Q: 3 clusters Score -6036420 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6036989.500000 Penalty: 3601.926514
	Iteration 12Q: 3 clusters Score -6036990 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -6037504.500000 Penalty: 3601.926514
	Iteration 13Q: 3 clusters Score -6037504 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -6038011.000000 Penalty: 3601.926514
	Iteration 14Q: 3 clusters Score -6038011 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 51330 members 
Entering Unmasked Estep 
Score: -6038483.000000 Penalty: 3601.926514
	Iteration 15Q: 3 clusters Score -6038483 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -6038901.000000 Penalty: 3601.926514
	Iteration 16Q: 3 clusters Score -6038901 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 53785 members 
Entering Unmasked Estep 
Score: -6039398.500000 Penalty: 3601.926514
	Iteration 17Q: 3 clusters Score -6039398 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -6039955.000000 Penalty: 3601.926514
	Iteration 18Q: 3 clusters Score -6039955 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 56185 members 
Entering Unmasked Estep 
Score: -6040525.000000 Penalty: 3601.926514
	Iteration 19Q: 3 clusters Score -6040525 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 57333 members 
Entering Unmasked Estep 
Score: -6041123.000000 Penalty: 3601.926514
	Iteration 20F: 3 clusters Score -6041123 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 58465 members 
Entering Unmasked Estep 
Score: -6041715.500000 Penalty: 3601.926514
	Iteration 21Q: 3 clusters Score -6041716 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 59481 members 
Entering Unmasked Estep 
Score: -6042290.500000 Penalty: 3601.926514
	Iteration 22Q: 3 clusters Score -6042290 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 60340 members 
Entering Unmasked Estep 
Score: -6042791.500000 Penalty: 3601.926514
	Iteration 23Q: 3 clusters Score -6042792 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -6043228.000000 Penalty: 3601.926514
	Iteration 24Q: 3 clusters Score -6043228 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 61656 members 
Entering Unmasked Estep 
Score: -6043591.000000 Penalty: 3601.926514
	Iteration 25Q: 3 clusters Score -6043591 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 62157 members 
Entering Unmasked Estep 
Score: -6043936.500000 Penalty: 3601.926514
	Iteration 26Q: 3 clusters Score -6043936 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 62579 members 
Entering Unmasked Estep 
Score: -6044232.500000 Penalty: 3601.926514
	Iteration 27Q: 3 clusters Score -6044232 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -6044483.500000 Penalty: 3601.926514
	Iteration 28Q: 3 clusters Score -6044484 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 63187 members 
Entering Unmasked Estep 
Score: -6044665.000000 Penalty: 3601.926514
	Iteration 29Q: 3 clusters Score -6044665 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 63384 members 
Entering Unmasked Estep 
Score: -6044789.000000 Penalty: 3601.926514
	Iteration 30Q: 3 clusters Score -6044789 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 63533 members 
Entering Unmasked Estep 
Score: -6044862.500000 Penalty: 3601.926514
	Iteration 31Q: 3 clusters Score -6044862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 63650 members 
Entering Unmasked Estep 
Score: -6044916.500000 Penalty: 3601.926514
	Iteration 32Q: 3 clusters Score -6044916 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 63733 members 
Entering Unmasked Estep 
Score: -6044960.000000 Penalty: 3601.926514
	Iteration 33Q: 3 clusters Score -6044960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 63796 members 
Entering Unmasked Estep 
Score: -6044974.000000 Penalty: 3601.926514
	Iteration 34Q: 3 clusters Score -6044974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -6045017.500000 Penalty: 3601.926514
	Iteration 35Q: 3 clusters Score -6045018 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 63909 members 
Entering Unmasked Estep 
Score: -6045035.000000 Penalty: 3601.926514
	Iteration 36Q: 3 clusters Score -6045035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 63937 members 
Entering Unmasked Estep 
Score: -6045050.500000 Penalty: 3601.926514
	Iteration 37Q: 3 clusters Score -6045050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 63958 members 
Entering Unmasked Estep 
Score: -6045067.000000 Penalty: 3601.926514
	Iteration 38Q: 3 clusters Score -6045067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -6045080.000000 Penalty: 3601.926514
	Iteration 39Q: 3 clusters Score -6045080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 63999 members 
Entering Unmasked Estep 
Score: -6045079.500000 Penalty: 3601.926514
	Iteration 40F: 3 clusters Score -6045080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 64019 members 
Entering Unmasked Estep 
Score: -6045093.500000 Penalty: 3601.926514
	Iteration 41Q: 3 clusters Score -6045094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 64037 members 
Entering Unmasked Estep 
Score: -6045098.500000 Penalty: 3601.926514
	Iteration 42Q: 3 clusters Score -6045098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 64055 members 
Entering Unmasked Estep 
Score: -6045098.000000 Penalty: 3601.926514
	Iteration 43Q: 3 clusters Score -6045098 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -6045111.500000 Penalty: 3601.926514
	Iteration 44Q: 3 clusters Score -6045112 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -6045126.000000 Penalty: 3601.926514
	Iteration 45Q: 3 clusters Score -6045126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 64119 members 
Entering Unmasked Estep 
Score: -6045134.000000 Penalty: 3601.926514
	Iteration 46Q: 3 clusters Score -6045134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 64142 members 
Entering Unmasked Estep 
Score: -6045144.000000 Penalty: 3601.926514
	Iteration 47Q: 3 clusters Score -6045144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -6045154.500000 Penalty: 3601.926514
	Iteration 48Q: 3 clusters Score -6045154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -6045162.000000 Penalty: 3601.926514
	Iteration 49Q: 3 clusters Score -6045162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 64173 members 
Entering Unmasked Estep 
Score: -6045163.500000 Penalty: 3601.926514
	Iteration 50Q: 3 clusters Score -6045164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 64178 members 
Entering Unmasked Estep 
Score: -6045169.500000 Penalty: 3601.926514
	Iteration 51Q: 3 clusters Score -6045170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -6045173.000000 Penalty: 3601.926514
	Iteration 52Q: 3 clusters Score -6045173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 64197 members 
Entering Unmasked Estep 
Score: -6045181.500000 Penalty: 3601.926514
	Iteration 53Q: 3 clusters Score -6045182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -6045179.000000 Penalty: 3601.926514
	Iteration 54Q: 3 clusters Score -6045179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 64212 members 
Entering Unmasked Estep 
Score: -6045186.500000 Penalty: 3601.926514
	Iteration 55Q: 3 clusters Score -6045186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 64222 members 
Entering Unmasked Estep 
Score: -6045196.000000 Penalty: 3601.926514
	Iteration 56Q: 3 clusters Score -6045196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 64228 members 
Entering Unmasked Estep 
Score: -6045202.500000 Penalty: 3601.926514
	Iteration 57Q: 3 clusters Score -6045202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 64235 members 
Entering Unmasked Estep 
Score: -6045199.500000 Penalty: 3601.926514
	Iteration 58Q: 3 clusters Score -6045200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -6045201.500000 Penalty: 3601.926514
	Iteration 59Q: 3 clusters Score -6045202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -6045210.500000 Penalty: 3601.926514
	Iteration 60F: 3 clusters Score -6045210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -6045215.500000 Penalty: 3601.926514
	Iteration 61Q: 3 clusters Score -6045216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -6045213.000000 Penalty: 3601.926514
	Iteration 62Q: 3 clusters Score -6045213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 64257 members 
Entering Unmasked Estep 
Score: -6045215.500000 Penalty: 3601.926514
	Iteration 63Q: 3 clusters Score -6045216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 64264 members 
Entering Unmasked Estep 
Score: -6045206.500000 Penalty: 3601.926514
	Iteration 64Q: 3 clusters Score -6045206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 64271 members 
Entering Unmasked Estep 
Score: -6045214.000000 Penalty: 3601.926514
	Iteration 65Q: 3 clusters Score -6045214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -6045216.000000 Penalty: 3601.926514
	Iteration 66Q: 3 clusters Score -6045216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 64285 members 
Entering Unmasked Estep 
Score: -6045223.000000 Penalty: 3601.926514
	Iteration 67Q: 3 clusters Score -6045223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 64288 members 
Entering Unmasked Estep 
Score: -6045225.500000 Penalty: 3601.926514
	Iteration 68Q: 3 clusters Score -6045226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -6045222.000000 Penalty: 3601.926514
	Iteration 69Q: 3 clusters Score -6045222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 64292 members 
Entering Unmasked Estep 
Score: -6045220.500000 Penalty: 3601.926514
	Iteration 70Q: 3 clusters Score -6045220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -6045217.000000 Penalty: 3601.926514
	Iteration 71Q: 3 clusters Score -6045217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -6045223.000000 Penalty: 3601.926514
	Iteration 72Q: 3 clusters Score -6045223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -6045223.000000 Penalty: 3601.926514
	Iteration 73F: 3 clusters Score -6045223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Entering Unmasked Estep 
Score: -1268055.375000 Penalty: 1555.109009
	Iteration 0F: 2 clusters Score -1268055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1258114.375000 Penalty: 3110.218018
	Iteration 0F: 3 clusters Score -1258114 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1261482.625000 Penalty: 3110.218018
	Iteration 1F: 3 clusters Score -1261483 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1261813.250000 Penalty: 3110.218018
	Iteration 2F: 3 clusters Score -1261813 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1262140.375000 Penalty: 3110.218018
	Iteration 3F: 3 clusters Score -1262140 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1262507.500000 Penalty: 3110.218018
	Iteration 4Q: 3 clusters Score -1262508 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1262914.500000 Penalty: 3110.218018
	Iteration 5Q: 3 clusters Score -1262914 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1263338.625000 Penalty: 3110.218018
	Iteration 6F: 3 clusters Score -1263339 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1263784.000000 Penalty: 3110.218018
	Iteration 7F: 3 clusters Score -1263784 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1264233.750000 Penalty: 3110.218018
	Iteration 8F: 3 clusters Score -1264234 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1264576.750000 Penalty: 3110.218018
	Iteration 9Q: 3 clusters Score -1264577 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -1264826.375000 Penalty: 3110.218018
	Iteration 10Q: 3 clusters Score -1264826 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1265023.000000 Penalty: 3110.218018
	Iteration 11Q: 3 clusters Score -1265023 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1265157.125000 Penalty: 3110.218018
	Iteration 12Q: 3 clusters Score -1265157 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1265253.000000 Penalty: 3110.218018
	Iteration 13Q: 3 clusters Score -1265253 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1265329.125000 Penalty: 3110.218018
	Iteration 14Q: 3 clusters Score -1265329 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1265379.250000 Penalty: 3110.218018
	Iteration 15Q: 3 clusters Score -1265379 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1265418.000000 Penalty: 3110.218018
	Iteration 16Q: 3 clusters Score -1265418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1265458.000000 Penalty: 3110.218018
	Iteration 17Q: 3 clusters Score -1265458 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1265494.500000 Penalty: 3110.218018
	Iteration 18Q: 3 clusters Score -1265494 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1265520.125000 Penalty: 3110.218018
	Iteration 19Q: 3 clusters Score -1265520 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1265541.125000 Penalty: 3110.218018
	Iteration 20F: 3 clusters Score -1265541 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1265556.250000 Penalty: 3110.218018
	Iteration 21Q: 3 clusters Score -1265556 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1265572.500000 Penalty: 3110.218018
	Iteration 22Q: 3 clusters Score -1265572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1265583.875000 Penalty: 3110.218018
	Iteration 23Q: 3 clusters Score -1265584 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1265595.875000 Penalty: 3110.218018
	Iteration 24Q: 3 clusters Score -1265596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1265619.750000 Penalty: 3110.218018
	Iteration 25Q: 3 clusters Score -1265620 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1265638.875000 Penalty: 3110.218018
	Iteration 26Q: 3 clusters Score -1265639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1265651.500000 Penalty: 3110.218018
	Iteration 27Q: 3 clusters Score -1265652 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1265660.250000 Penalty: 3110.218018
	Iteration 28Q: 3 clusters Score -1265660 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1265672.750000 Penalty: 3110.218018
	Iteration 29Q: 3 clusters Score -1265673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1265690.000000 Penalty: 3110.218018
	Iteration 30Q: 3 clusters Score -1265690 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1265704.500000 Penalty: 3110.218018
	Iteration 31Q: 3 clusters Score -1265704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -1265717.750000 Penalty: 3110.218018
	Iteration 32Q: 3 clusters Score -1265718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1265750.375000 Penalty: 3110.218018
	Iteration 33Q: 3 clusters Score -1265750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -1265783.500000 Penalty: 3110.218018
	Iteration 34Q: 3 clusters Score -1265784 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1265812.500000 Penalty: 3110.218018
	Iteration 35Q: 3 clusters Score -1265812 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1265855.250000 Penalty: 3110.218018
	Iteration 36Q: 3 clusters Score -1265855 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1265902.000000 Penalty: 3110.218018
	Iteration 37Q: 3 clusters Score -1265902 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1265964.125000 Penalty: 3110.218018
	Iteration 38Q: 3 clusters Score -1265964 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1266035.000000 Penalty: 3110.218018
	Iteration 39Q: 3 clusters Score -1266035 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1266123.625000 Penalty: 3110.218018
	Iteration 40F: 3 clusters Score -1266124 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1266213.750000 Penalty: 3110.218018
	Iteration 41Q: 3 clusters Score -1266214 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1266307.250000 Penalty: 3110.218018
	Iteration 42Q: 3 clusters Score -1266307 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1266410.875000 Penalty: 3110.218018
	Iteration 43Q: 3 clusters Score -1266411 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1266499.750000 Penalty: 3110.218018
	Iteration 44Q: 3 clusters Score -1266500 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1266580.250000 Penalty: 3110.218018
	Iteration 45Q: 3 clusters Score -1266580 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -1266647.375000 Penalty: 3110.218018
	Iteration 46Q: 3 clusters Score -1266647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1266718.875000 Penalty: 3110.218018
	Iteration 47Q: 3 clusters Score -1266719 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1266823.625000 Penalty: 3110.218018
	Iteration 48Q: 3 clusters Score -1266824 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -1266981.625000 Penalty: 3110.218018
	Iteration 49Q: 3 clusters Score -1266982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1267122.125000 Penalty: 3110.218018
	Iteration 50Q: 3 clusters Score -1267122 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1267176.500000 Penalty: 3110.218018
	Iteration 51Q: 3 clusters Score -1267176 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1267203.500000 Penalty: 3110.218018
	Iteration 52Q: 3 clusters Score -1267204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1267212.625000 Penalty: 3110.218018
	Iteration 53Q: 3 clusters Score -1267213 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -1267218.750000 Penalty: 3110.218018
	Iteration 54Q: 3 clusters Score -1267219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1267229.750000 Penalty: 3110.218018
	Iteration 55Q: 3 clusters Score -1267230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1267238.250000 Penalty: 3110.218018
	Iteration 56Q: 3 clusters Score -1267238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1267242.875000 Penalty: 3110.218018
	Iteration 57Q: 3 clusters Score -1267243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1267243.625000 Penalty: 3110.218018
	Iteration 58Q: 3 clusters Score -1267244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1267250.125000 Penalty: 3110.218018
	Iteration 59Q: 3 clusters Score -1267250 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1267248.000000 Penalty: 3110.218018
	Iteration 60F: 3 clusters Score -1267248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -1267252.250000 Penalty: 3110.218018
	Iteration 61Q: 3 clusters Score -1267252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1267251.500000 Penalty: 3110.218018
	Iteration 62Q: 3 clusters Score -1267252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -1267255.500000 Penalty: 3110.218018
	Iteration 63Q: 3 clusters Score -1267256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1267255.500000 Penalty: 3110.218018
	Iteration 64Q: 3 clusters Score -1267256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1267255.500000 Penalty: 3110.218018
	Iteration 65F: 3 clusters Score -1267256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -221365.000000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -221365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -218989.625000 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -218989.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219545.515625 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -219545.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -219669.828125 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -219669.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -219739.843750 Penalty: 2539.022949
	Iteration 3Q: 3 clusters Score -219739.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219793.281250 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -219793.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -219835.968750 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -219836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -219872.703125 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -219872.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219906.140625 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -219906.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219934.296875 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -219934.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -219957.187500 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -219957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -219982.937500 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -219982.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -220011.203125 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -220011.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220028.421875 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -220028.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220047.312500 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -220047.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220070.078125 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -220070.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -220093.500000 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -220093.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -220115.656250 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -220115.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -220135.000000 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -220135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -220162.203125 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -220162.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -220189.421875 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -220189.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220218.203125 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -220218.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -220241.562500 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -220241.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -220252.437500 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -220252.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -220258.343750 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -220258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -220269.468750 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -220269.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -220276.203125 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -220276.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -220282.718750 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -220282.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -220285.281250 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -220285.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -220289.906250 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -220289.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -220298.593750 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -220298.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -220305.250000 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -220305.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -220314.781250 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -220314.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -220328.500000 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -220328.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -220337.062500 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -220337.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -220343.296875 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -220343.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -220357.578125 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -220357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -220366.796875 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -220366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -220377.031250 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -220377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -220390.390625 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -220390.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -220403.562500 Penalty: 2539.022949
	Iteration 39Q: 3 clusters Score -220403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -220412.687500 Penalty: 2539.022949
	Iteration 40F: 3 clusters Score -220412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -220419.593750 Penalty: 2539.022949
	Iteration 41Q: 3 clusters Score -220419.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -220426.171875 Penalty: 2539.022949
	Iteration 42Q: 3 clusters Score -220426.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -220434.687500 Penalty: 2539.022949
	Iteration 43Q: 3 clusters Score -220434.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -220449.218750 Penalty: 2539.022949
	Iteration 44Q: 3 clusters Score -220449.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -220463.734375 Penalty: 2539.022949
	Iteration 45Q: 3 clusters Score -220463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -220473.875000 Penalty: 2539.022949
	Iteration 46Q: 3 clusters Score -220473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -220490.093750 Penalty: 2539.022949
	Iteration 47Q: 3 clusters Score -220490.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -220506.875000 Penalty: 2539.022949
	Iteration 48Q: 3 clusters Score -220506.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -220523.546875 Penalty: 2539.022949
	Iteration 49Q: 3 clusters Score -220523.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220539.500000 Penalty: 2539.022949
	Iteration 50Q: 3 clusters Score -220539.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -220554.703125 Penalty: 2539.022949
	Iteration 51Q: 3 clusters Score -220554.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -220567.500000 Penalty: 2539.022949
	Iteration 52Q: 3 clusters Score -220567.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -220572.125000 Penalty: 2539.022949
	Iteration 53Q: 3 clusters Score -220572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -220576.218750 Penalty: 2539.022949
	Iteration 54Q: 3 clusters Score -220576.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -220580.281250 Penalty: 2539.022949
	Iteration 55Q: 3 clusters Score -220580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -220582.703125 Penalty: 2539.022949
	Iteration 56Q: 3 clusters Score -220582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -220586.875000 Penalty: 2539.022949
	Iteration 57Q: 3 clusters Score -220586.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -220591.015625 Penalty: 2539.022949
	Iteration 58Q: 3 clusters Score -220591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -220594.281250 Penalty: 2539.022949
	Iteration 59Q: 3 clusters Score -220594.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220596.921875 Penalty: 2539.022949
	Iteration 60F: 3 clusters Score -220596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -220597.625000 Penalty: 2539.022949
	Iteration 61Q: 3 clusters Score -220597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -220598.312500 Penalty: 2539.022949
	Iteration 62Q: 3 clusters Score -220598.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -220598.796875 Penalty: 2539.022949
	Iteration 63Q: 3 clusters Score -220598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -220601.187500 Penalty: 2539.022949
	Iteration 64Q: 3 clusters Score -220601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -220602.546875 Penalty: 2539.022949
	Iteration 65Q: 3 clusters Score -220602.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -220605.203125 Penalty: 2539.022949
	Iteration 66Q: 3 clusters Score -220605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -220608.578125 Penalty: 2539.022949
	Iteration 67Q: 3 clusters Score -220608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220610.328125 Penalty: 2539.022949
	Iteration 68Q: 3 clusters Score -220610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -220611.921875 Penalty: 2539.022949
	Iteration 69Q: 3 clusters Score -220611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220612.468750 Penalty: 2539.022949
	Iteration 70Q: 3 clusters Score -220612.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -220613.453125 Penalty: 2539.022949
	Iteration 71Q: 3 clusters Score -220613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -220614.609375 Penalty: 2539.022949
	Iteration 72Q: 3 clusters Score -220614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -220614.609375 Penalty: 2539.022949
	Iteration 73F: 3 clusters Score -220614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -438784.000000 Penalty: 1375.742920
	Iteration 0F: 2 clusters Score -438784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -434961.312500 Penalty: 2751.485840
	Iteration 0F: 3 clusters Score -434961.3 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -436000.187500 Penalty: 2751.485840
	Iteration 1F: 3 clusters Score -436000.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -436162.781250 Penalty: 2751.485840
	Iteration 2F: 3 clusters Score -436162.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -436260.812500 Penalty: 2751.485840
	Iteration 3Q: 3 clusters Score -436260.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -436333.562500 Penalty: 2751.485840
	Iteration 4Q: 3 clusters Score -436333.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -436394.375000 Penalty: 2751.485840
	Iteration 5Q: 3 clusters Score -436394.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -436453.062500 Penalty: 2751.485840
	Iteration 6Q: 3 clusters Score -436453.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -436513.500000 Penalty: 2751.485840
	Iteration 7Q: 3 clusters Score -436513.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -436590.093750 Penalty: 2751.485840
	Iteration 8Q: 3 clusters Score -436590.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -436670.968750 Penalty: 2751.485840
	Iteration 9Q: 3 clusters Score -436671 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -436760.343750 Penalty: 2751.485840
	Iteration 10Q: 3 clusters Score -436760.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -436857.937500 Penalty: 2751.485840
	Iteration 11Q: 3 clusters Score -436857.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -436963.562500 Penalty: 2751.485840
	Iteration 12Q: 3 clusters Score -436963.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -437065.937500 Penalty: 2751.485840
	Iteration 13Q: 3 clusters Score -437065.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -437174.468750 Penalty: 2751.485840
	Iteration 14Q: 3 clusters Score -437174.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -437292.593750 Penalty: 2751.485840
	Iteration 15Q: 3 clusters Score -437292.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -437390.312500 Penalty: 2751.485840
	Iteration 16Q: 3 clusters Score -437390.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -437448.843750 Penalty: 2751.485840
	Iteration 17Q: 3 clusters Score -437448.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -437497.781250 Penalty: 2751.485840
	Iteration 18Q: 3 clusters Score -437497.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -437542.312500 Penalty: 2751.485840
	Iteration 19Q: 3 clusters Score -437542.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -437570.625000 Penalty: 2751.485840
	Iteration 20F: 3 clusters Score -437570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -437583.343750 Penalty: 2751.485840
	Iteration 21Q: 3 clusters Score -437583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -437590.750000 Penalty: 2751.485840
	Iteration 22Q: 3 clusters Score -437590.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -437601.000000 Penalty: 2751.485840
	Iteration 23Q: 3 clusters Score -437601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -437609.343750 Penalty: 2751.485840
	Iteration 24Q: 3 clusters Score -437609.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -437612.875000 Penalty: 2751.485840
	Iteration 25Q: 3 clusters Score -437612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -437615.125000 Penalty: 2751.485840
	Iteration 26Q: 3 clusters Score -437615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -437616.937500 Penalty: 2751.485840
	Iteration 27Q: 3 clusters Score -437616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -437620.187500 Penalty: 2751.485840
	Iteration 28Q: 3 clusters Score -437620.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -437625.500000 Penalty: 2751.485840
	Iteration 29Q: 3 clusters Score -437625.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -437627.906250 Penalty: 2751.485840
	Iteration 30Q: 3 clusters Score -437627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -437632.312500 Penalty: 2751.485840
	Iteration 31Q: 3 clusters Score -437632.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -437633.968750 Penalty: 2751.485840
	Iteration 32Q: 3 clusters Score -437634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -437638.343750 Penalty: 2751.485840
	Iteration 33Q: 3 clusters Score -437638.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -437641.968750 Penalty: 2751.485840
	Iteration 34Q: 3 clusters Score -437642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -437644.375000 Penalty: 2751.485840
	Iteration 35Q: 3 clusters Score -437644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -437648.093750 Penalty: 2751.485840
	Iteration 36Q: 3 clusters Score -437648.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -437651.500000 Penalty: 2751.485840
	Iteration 37Q: 3 clusters Score -437651.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -437651.750000 Penalty: 2751.485840
	Iteration 38Q: 3 clusters Score -437651.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -437653.718750 Penalty: 2751.485840
	Iteration 39Q: 3 clusters Score -437653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -437656.062500 Penalty: 2751.485840
	Iteration 40F: 3 clusters Score -437656.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -119574.625000 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -119574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -117814.421875 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -117814.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -118263.914062 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -118263.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -118396.578125 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -118396.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -118477.726562 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -118477.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -118536.695312 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -118536.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -118580.054688 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -118580.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -118631.304688 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -118631.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -118690.656250 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -118690.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -118723.562500 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -118723.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -118748.500000 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -118748.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -118776.320312 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -118776.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -118798.320312 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -118798.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -118815.015625 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -118815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -118820.617188 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -118820.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -118823.640625 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -118823.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -118824.531250 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -118824.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -118825.617188 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -118825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -118828.718750 Penalty: 2384.927490
	Iteration 17Q: 3 clusters Score -118828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -118832.117188 Penalty: 2384.927490
	Iteration 18Q: 3 clusters Score -118832.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118833.406250 Penalty: 2384.927490
	Iteration 19Q: 3 clusters Score -118833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118834.703125 Penalty: 2384.927490
	Iteration 20F: 3 clusters Score -118834.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118836.101562 Penalty: 2384.927490
	Iteration 21Q: 3 clusters Score -118836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -118837.054688 Penalty: 2384.927490
	Iteration 22Q: 3 clusters Score -118837.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118837.523438 Penalty: 2384.927490
	Iteration 23Q: 3 clusters Score -118837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118837.929688 Penalty: 2384.927490
	Iteration 24Q: 3 clusters Score -118837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118838.031250 Penalty: 2384.927490
	Iteration 25Q: 3 clusters Score -118838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118838.031250 Penalty: 2384.927490
	Iteration 26F: 3 clusters Score -118838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -563113.125000 Penalty: 1420.849854
	Iteration 0F: 2 clusters Score -563113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -558397.937500 Penalty: 2841.699707
	Iteration 0F: 3 clusters Score -558397.9 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -560254.187500 Penalty: 2841.699707
	Iteration 1F: 3 clusters Score -560254.2 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -561042.125000 Penalty: 2841.699707
	Iteration 2F: 3 clusters Score -561042.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -561761.125000 Penalty: 2841.699707
	Iteration 3F: 3 clusters Score -561761.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -562220.812500 Penalty: 2841.699707
	Iteration 4F: 3 clusters Score -562220.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -562461.625000 Penalty: 2841.699707
	Iteration 5Q: 3 clusters Score -562461.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -562595.937500 Penalty: 2841.699707
	Iteration 6Q: 3 clusters Score -562595.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -562679.562500 Penalty: 2841.699707
	Iteration 7Q: 3 clusters Score -562679.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -562746.687500 Penalty: 2841.699707
	Iteration 8Q: 3 clusters Score -562746.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -562788.875000 Penalty: 2841.699707
	Iteration 9Q: 3 clusters Score -562788.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -562809.125000 Penalty: 2841.699707
	Iteration 10Q: 3 clusters Score -562809.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -562829.687500 Penalty: 2841.699707
	Iteration 11Q: 3 clusters Score -562829.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -562854.562500 Penalty: 2841.699707
	Iteration 12Q: 3 clusters Score -562854.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -562867.187500 Penalty: 2841.699707
	Iteration 13Q: 3 clusters Score -562867.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -562874.125000 Penalty: 2841.699707
	Iteration 14Q: 3 clusters Score -562874.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -562879.812500 Penalty: 2841.699707
	Iteration 15Q: 3 clusters Score -562879.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -562882.000000 Penalty: 2841.699707
	Iteration 16Q: 3 clusters Score -562882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -562882.250000 Penalty: 2841.699707
	Iteration 17Q: 3 clusters Score -562882.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -562883.625000 Penalty: 2841.699707
	Iteration 18Q: 3 clusters Score -562883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -562885.187500 Penalty: 2841.699707
	Iteration 19Q: 3 clusters Score -562885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -562884.750000 Penalty: 2841.699707
	Iteration 20F: 3 clusters Score -562884.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -562885.625000 Penalty: 2841.699707
	Iteration 21Q: 3 clusters Score -562885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -562886.937500 Penalty: 2841.699707
	Iteration 22Q: 3 clusters Score -562886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -562886.562500 Penalty: 2841.699707
	Iteration 23Q: 3 clusters Score -562886.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -562887.937500 Penalty: 2841.699707
	Iteration 24Q: 3 clusters Score -562887.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -562888.062500 Penalty: 2841.699707
	Iteration 25Q: 3 clusters Score -562888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -562889.062500 Penalty: 2841.699707
	Iteration 26Q: 3 clusters Score -562889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -562889.062500 Penalty: 2841.699707
	Iteration 27Q: 3 clusters Score -562889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -562890.062500 Penalty: 2841.699707
	Iteration 28Q: 3 clusters Score -562890.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -562890.062500 Penalty: 2841.699707
	Iteration 29F: 3 clusters Score -562890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -421320.187500 Penalty: 1376.493774
	Iteration 0F: 2 clusters Score -421320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -417490.375000 Penalty: 2752.987549
	Iteration 0F: 3 clusters Score -417490.4 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -418519.500000 Penalty: 2752.987549
	Iteration 1F: 3 clusters Score -418519.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -418727.062500 Penalty: 2752.987549
	Iteration 2F: 3 clusters Score -418727.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -418902.281250 Penalty: 2752.987549
	Iteration 3F: 3 clusters Score -418902.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -419095.562500 Penalty: 2752.987549
	Iteration 4F: 3 clusters Score -419095.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -419261.156250 Penalty: 2752.987549
	Iteration 5Q: 3 clusters Score -419261.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -419406.125000 Penalty: 2752.987549
	Iteration 6Q: 3 clusters Score -419406.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -419508.968750 Penalty: 2752.987549
	Iteration 7Q: 3 clusters Score -419509 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -419643.031250 Penalty: 2752.987549
	Iteration 8Q: 3 clusters Score -419643 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -419837.468750 Penalty: 2752.987549
	Iteration 9Q: 3 clusters Score -419837.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -420072.500000 Penalty: 2752.987549
	Iteration 10F: 3 clusters Score -420072.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -420286.156250 Penalty: 2752.987549
	Iteration 11Q: 3 clusters Score -420286.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -420431.937500 Penalty: 2752.987549
	Iteration 12Q: 3 clusters Score -420431.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -420549.750000 Penalty: 2752.987549
	Iteration 13Q: 3 clusters Score -420549.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -420646.250000 Penalty: 2752.987549
	Iteration 14Q: 3 clusters Score -420646.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -420718.875000 Penalty: 2752.987549
	Iteration 15Q: 3 clusters Score -420718.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -420781.906250 Penalty: 2752.987549
	Iteration 16Q: 3 clusters Score -420781.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -420822.531250 Penalty: 2752.987549
	Iteration 17Q: 3 clusters Score -420822.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -420847.531250 Penalty: 2752.987549
	Iteration 18Q: 3 clusters Score -420847.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -420864.781250 Penalty: 2752.987549
	Iteration 19Q: 3 clusters Score -420864.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -420883.281250 Penalty: 2752.987549
	Iteration 20F: 3 clusters Score -420883.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -420897.312500 Penalty: 2752.987549
	Iteration 21Q: 3 clusters Score -420897.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -420910.843750 Penalty: 2752.987549
	Iteration 22Q: 3 clusters Score -420910.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -420919.031250 Penalty: 2752.987549
	Iteration 23Q: 3 clusters Score -420919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -420922.312500 Penalty: 2752.987549
	Iteration 24Q: 3 clusters Score -420922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -420926.281250 Penalty: 2752.987549
	Iteration 25Q: 3 clusters Score -420926.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -420926.656250 Penalty: 2752.987549
	Iteration 26Q: 3 clusters Score -420926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -420926.906250 Penalty: 2752.987549
	Iteration 27Q: 3 clusters Score -420926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -420926.906250 Penalty: 2752.987549
	Iteration 28F: 3 clusters Score -420926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1152996.375000 Penalty: 1539.676514
	Iteration 0F: 2 clusters Score -1152996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1143869.875000 Penalty: 3079.353027
	Iteration 0F: 3 clusters Score -1143870 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1146982.125000 Penalty: 3079.353027
	Iteration 1F: 3 clusters Score -1146982 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1147263.875000 Penalty: 3079.353027
	Iteration 2F: 3 clusters Score -1147264 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1147496.625000 Penalty: 3079.353027
	Iteration 3F: 3 clusters Score -1147497 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1147693.125000 Penalty: 3079.353027
	Iteration 4Q: 3 clusters Score -1147693 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1147892.000000 Penalty: 3079.353027
	Iteration 5Q: 3 clusters Score -1147892 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1148131.750000 Penalty: 3079.353027
	Iteration 6Q: 3 clusters Score -1148132 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1148471.625000 Penalty: 3079.353027
	Iteration 7Q: 3 clusters Score -1148472 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1148891.375000 Penalty: 3079.353027
	Iteration 8F: 3 clusters Score -1148891 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1149348.125000 Penalty: 3079.353027
	Iteration 9F: 3 clusters Score -1149348 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1149795.000000 Penalty: 3079.353027
	Iteration 10Q: 3 clusters Score -1149795 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1150172.875000 Penalty: 3079.353027
	Iteration 11Q: 3 clusters Score -1150173 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1150498.875000 Penalty: 3079.353027
	Iteration 12Q: 3 clusters Score -1150499 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1150846.625000 Penalty: 3079.353027
	Iteration 13Q: 3 clusters Score -1150847 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1151174.625000 Penalty: 3079.353027
	Iteration 14Q: 3 clusters Score -1151175 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1151450.250000 Penalty: 3079.353027
	Iteration 15Q: 3 clusters Score -1151450 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -1151630.375000 Penalty: 3079.353027
	Iteration 16Q: 3 clusters Score -1151630 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1151760.750000 Penalty: 3079.353027
	Iteration 17Q: 3 clusters Score -1151761 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1151858.500000 Penalty: 3079.353027
	Iteration 18Q: 3 clusters Score -1151858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1151931.125000 Penalty: 3079.353027
	Iteration 19Q: 3 clusters Score -1151931 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1151966.500000 Penalty: 3079.353027
	Iteration 20F: 3 clusters Score -1151966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1151989.750000 Penalty: 3079.353027
	Iteration 21Q: 3 clusters Score -1151990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -1152003.750000 Penalty: 3079.353027
	Iteration 22Q: 3 clusters Score -1152004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1152018.750000 Penalty: 3079.353027
	Iteration 23Q: 3 clusters Score -1152019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1152035.500000 Penalty: 3079.353027
	Iteration 24Q: 3 clusters Score -1152036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1152048.750000 Penalty: 3079.353027
	Iteration 25Q: 3 clusters Score -1152049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1152067.250000 Penalty: 3079.353027
	Iteration 26Q: 3 clusters Score -1152067 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -1152086.375000 Penalty: 3079.353027
	Iteration 27Q: 3 clusters Score -1152086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1152109.375000 Penalty: 3079.353027
	Iteration 28Q: 3 clusters Score -1152109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1152134.500000 Penalty: 3079.353027
	Iteration 29Q: 3 clusters Score -1152134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1152151.250000 Penalty: 3079.353027
	Iteration 30Q: 3 clusters Score -1152151 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1152164.500000 Penalty: 3079.353027
	Iteration 31Q: 3 clusters Score -1152164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1152176.000000 Penalty: 3079.353027
	Iteration 32Q: 3 clusters Score -1152176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1152190.750000 Penalty: 3079.353027
	Iteration 33Q: 3 clusters Score -1152191 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -1152208.875000 Penalty: 3079.353027
	Iteration 34Q: 3 clusters Score -1152209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1152222.500000 Penalty: 3079.353027
	Iteration 35Q: 3 clusters Score -1152222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -1152242.500000 Penalty: 3079.353027
	Iteration 36Q: 3 clusters Score -1152242 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1152263.625000 Penalty: 3079.353027
	Iteration 37Q: 3 clusters Score -1152264 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1152279.875000 Penalty: 3079.353027
	Iteration 38Q: 3 clusters Score -1152280 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1152291.125000 Penalty: 3079.353027
	Iteration 39Q: 3 clusters Score -1152291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -1152315.375000 Penalty: 3079.353027
	Iteration 40F: 3 clusters Score -1152315 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1152334.000000 Penalty: 3079.353027
	Iteration 41Q: 3 clusters Score -1152334 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1152356.375000 Penalty: 3079.353027
	Iteration 42Q: 3 clusters Score -1152356 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -1152381.250000 Penalty: 3079.353027
	Iteration 43Q: 3 clusters Score -1152381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1152406.750000 Penalty: 3079.353027
	Iteration 44Q: 3 clusters Score -1152407 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1152439.875000 Penalty: 3079.353027
	Iteration 45Q: 3 clusters Score -1152440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1152465.375000 Penalty: 3079.353027
	Iteration 46Q: 3 clusters Score -1152465 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1152494.500000 Penalty: 3079.353027
	Iteration 47Q: 3 clusters Score -1152494 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1152522.500000 Penalty: 3079.353027
	Iteration 48Q: 3 clusters Score -1152522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1152542.750000 Penalty: 3079.353027
	Iteration 49Q: 3 clusters Score -1152543 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1152563.500000 Penalty: 3079.353027
	Iteration 50Q: 3 clusters Score -1152564 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1152577.750000 Penalty: 3079.353027
	Iteration 51Q: 3 clusters Score -1152578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1152590.500000 Penalty: 3079.353027
	Iteration 52Q: 3 clusters Score -1152590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1152597.500000 Penalty: 3079.353027
	Iteration 53Q: 3 clusters Score -1152598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -1152605.625000 Penalty: 3079.353027
	Iteration 54Q: 3 clusters Score -1152606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1152608.375000 Penalty: 3079.353027
	Iteration 55Q: 3 clusters Score -1152608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1152613.625000 Penalty: 3079.353027
	Iteration 56Q: 3 clusters Score -1152614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1152617.500000 Penalty: 3079.353027
	Iteration 57Q: 3 clusters Score -1152618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1152617.250000 Penalty: 3079.353027
	Iteration 58Q: 3 clusters Score -1152617 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1152621.250000 Penalty: 3079.353027
	Iteration 59Q: 3 clusters Score -1152621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -1152623.125000 Penalty: 3079.353027
	Iteration 60F: 3 clusters Score -1152623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1152625.750000 Penalty: 3079.353027
	Iteration 61Q: 3 clusters Score -1152626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1152630.500000 Penalty: 3079.353027
	Iteration 62Q: 3 clusters Score -1152630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -1152634.000000 Penalty: 3079.353027
	Iteration 63Q: 3 clusters Score -1152634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1152634.875000 Penalty: 3079.353027
	Iteration 64Q: 3 clusters Score -1152635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1152638.750000 Penalty: 3079.353027
	Iteration 65Q: 3 clusters Score -1152639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1152640.750000 Penalty: 3079.353027
	Iteration 66Q: 3 clusters Score -1152641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1152640.875000 Penalty: 3079.353027
	Iteration 67Q: 3 clusters Score -1152641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1152643.750000 Penalty: 3079.353027
	Iteration 68Q: 3 clusters Score -1152644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1152643.625000 Penalty: 3079.353027
	Iteration 69Q: 3 clusters Score -1152644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1152641.000000 Penalty: 3079.353027
	Iteration 70Q: 3 clusters Score -1152641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1152642.125000 Penalty: 3079.353027
	Iteration 71Q: 3 clusters Score -1152642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1152642.125000 Penalty: 3079.353027
	Iteration 72F: 3 clusters Score -1152642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -101334.273438 Penalty: 1154.289795
	Iteration 0F: 2 clusters Score -101334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -99785.726562 Penalty: 2308.579590
	Iteration 0F: 3 clusters Score -99785.73 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100083.539062 Penalty: 2308.579590
	Iteration 1F: 3 clusters Score -100083.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100155.500000 Penalty: 2308.579590
	Iteration 2F: 3 clusters Score -100155.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100198.250000 Penalty: 2308.579590
	Iteration 3Q: 3 clusters Score -100198.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100230.421875 Penalty: 2308.579590
	Iteration 4Q: 3 clusters Score -100230.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -100250.617188 Penalty: 2308.579590
	Iteration 5Q: 3 clusters Score -100250.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100266.539062 Penalty: 2308.579590
	Iteration 6Q: 3 clusters Score -100266.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100273.515625 Penalty: 2308.579590
	Iteration 7Q: 3 clusters Score -100273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -100283.562500 Penalty: 2308.579590
	Iteration 8Q: 3 clusters Score -100283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100290.492188 Penalty: 2308.579590
	Iteration 9Q: 3 clusters Score -100290.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -100297.625000 Penalty: 2308.579590
	Iteration 10Q: 3 clusters Score -100297.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -100302.718750 Penalty: 2308.579590
	Iteration 11Q: 3 clusters Score -100302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -100308.250000 Penalty: 2308.579590
	Iteration 12Q: 3 clusters Score -100308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -100311.875000 Penalty: 2308.579590
	Iteration 13Q: 3 clusters Score -100311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100312.406250 Penalty: 2308.579590
	Iteration 14Q: 3 clusters Score -100312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100312.546875 Penalty: 2308.579590
	Iteration 15Q: 3 clusters Score -100312.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100312.546875 Penalty: 2308.579590
	Iteration 16F: 3 clusters Score -100312.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Entering Unmasked Estep 
Score: -2327100.250000 Penalty: 1646.245728
	Iteration 0F: 2 clusters Score -2327100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2310103.500000 Penalty: 3292.491455
	Iteration 0F: 3 clusters Score -2310104 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2316528.750000 Penalty: 3292.491455
	Iteration 1F: 3 clusters Score -2316529 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2316896.500000 Penalty: 3292.491455
	Iteration 2Q: 3 clusters Score -2316896 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -2317227.500000 Penalty: 3292.491455
	Iteration 3Q: 3 clusters Score -2317228 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2317567.000000 Penalty: 3292.491455
	Iteration 4Q: 3 clusters Score -2317567 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2317921.250000 Penalty: 3292.491455
	Iteration 5Q: 3 clusters Score -2317921 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2318355.000000 Penalty: 3292.491455
	Iteration 6Q: 3 clusters Score -2318355 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2318906.500000 Penalty: 3292.491455
	Iteration 7Q: 3 clusters Score -2318906 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2319821.250000 Penalty: 3292.491455
	Iteration 8F: 3 clusters Score -2319821 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -2321116.500000 Penalty: 3292.491455
	Iteration 9F: 3 clusters Score -2321116 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2322487.250000 Penalty: 3292.491455
	Iteration 10F: 3 clusters Score -2322487 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2323617.750000 Penalty: 3292.491455
	Iteration 11F: 3 clusters Score -2323618 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2324228.500000 Penalty: 3292.491455
	Iteration 12Q: 3 clusters Score -2324228 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2324550.500000 Penalty: 3292.491455
	Iteration 13Q: 3 clusters Score -2324550 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2324721.750000 Penalty: 3292.491455
	Iteration 14Q: 3 clusters Score -2324722 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -2324828.000000 Penalty: 3292.491455
	Iteration 15Q: 3 clusters Score -2324828 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2324920.500000 Penalty: 3292.491455
	Iteration 16Q: 3 clusters Score -2324920 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2324992.000000 Penalty: 3292.491455
	Iteration 17Q: 3 clusters Score -2324992 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2325066.500000 Penalty: 3292.491455
	Iteration 18Q: 3 clusters Score -2325066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2325115.250000 Penalty: 3292.491455
	Iteration 19Q: 3 clusters Score -2325115 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2325179.500000 Penalty: 3292.491455
	Iteration 20F: 3 clusters Score -2325180 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -2325238.500000 Penalty: 3292.491455
	Iteration 21Q: 3 clusters Score -2325238 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -2325302.750000 Penalty: 3292.491455
	Iteration 22Q: 3 clusters Score -2325303 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2325380.750000 Penalty: 3292.491455
	Iteration 23Q: 3 clusters Score -2325381 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -2325462.250000 Penalty: 3292.491455
	Iteration 24Q: 3 clusters Score -2325462 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2325548.000000 Penalty: 3292.491455
	Iteration 25Q: 3 clusters Score -2325548 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2325670.750000 Penalty: 3292.491455
	Iteration 26Q: 3 clusters Score -2325671 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2325772.250000 Penalty: 3292.491455
	Iteration 27Q: 3 clusters Score -2325772 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2325878.750000 Penalty: 3292.491455
	Iteration 28Q: 3 clusters Score -2325879 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2326021.500000 Penalty: 3292.491455
	Iteration 29Q: 3 clusters Score -2326022 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -2326151.250000 Penalty: 3292.491455
	Iteration 30Q: 3 clusters Score -2326151 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2326277.000000 Penalty: 3292.491455
	Iteration 31Q: 3 clusters Score -2326277 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2326369.500000 Penalty: 3292.491455
	Iteration 32Q: 3 clusters Score -2326370 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2326465.500000 Penalty: 3292.491455
	Iteration 33Q: 3 clusters Score -2326466 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2326562.500000 Penalty: 3292.491455
	Iteration 34Q: 3 clusters Score -2326562 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2326628.000000 Penalty: 3292.491455
	Iteration 35Q: 3 clusters Score -2326628 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -2326678.000000 Penalty: 3292.491455
	Iteration 36Q: 3 clusters Score -2326678 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2326724.000000 Penalty: 3292.491455
	Iteration 37Q: 3 clusters Score -2326724 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2326760.250000 Penalty: 3292.491455
	Iteration 38Q: 3 clusters Score -2326760 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2326790.750000 Penalty: 3292.491455
	Iteration 39Q: 3 clusters Score -2326791 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2326811.750000 Penalty: 3292.491455
	Iteration 40F: 3 clusters Score -2326812 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2326828.500000 Penalty: 3292.491455
	Iteration 41Q: 3 clusters Score -2326828 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2326840.250000 Penalty: 3292.491455
	Iteration 42Q: 3 clusters Score -2326840 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2326856.000000 Penalty: 3292.491455
	Iteration 43Q: 3 clusters Score -2326856 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2326881.500000 Penalty: 3292.491455
	Iteration 44Q: 3 clusters Score -2326882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -2326888.250000 Penalty: 3292.491455
	Iteration 45Q: 3 clusters Score -2326888 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2326893.750000 Penalty: 3292.491455
	Iteration 46Q: 3 clusters Score -2326894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -2326903.500000 Penalty: 3292.491455
	Iteration 47Q: 3 clusters Score -2326904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -2326904.500000 Penalty: 3292.491455
	Iteration 48Q: 3 clusters Score -2326904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -2326909.750000 Penalty: 3292.491455
	Iteration 49Q: 3 clusters Score -2326910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2326914.500000 Penalty: 3292.491455
	Iteration 50Q: 3 clusters Score -2326914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2326915.750000 Penalty: 3292.491455
	Iteration 51Q: 3 clusters Score -2326916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2326924.000000 Penalty: 3292.491455
	Iteration 52Q: 3 clusters Score -2326924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2326924.250000 Penalty: 3292.491455
	Iteration 53Q: 3 clusters Score -2326924 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2326925.750000 Penalty: 3292.491455
	Iteration 54Q: 3 clusters Score -2326926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2326934.250000 Penalty: 3292.491455
	Iteration 55Q: 3 clusters Score -2326934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -2326934.250000 Penalty: 3292.491455
	Iteration 56Q: 3 clusters Score -2326934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2326932.500000 Penalty: 3292.491455
	Iteration 57Q: 3 clusters Score -2326932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2326933.500000 Penalty: 3292.491455
	Iteration 58Q: 3 clusters Score -2326934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2326929.500000 Penalty: 3292.491455
	Iteration 59Q: 3 clusters Score -2326930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2326931.250000 Penalty: 3292.491455
	Iteration 60F: 3 clusters Score -2326931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -2326930.500000 Penalty: 3292.491455
	Iteration 61Q: 3 clusters Score -2326930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2326930.000000 Penalty: 3292.491455
	Iteration 62Q: 3 clusters Score -2326930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2326937.750000 Penalty: 3292.491455
	Iteration 63Q: 3 clusters Score -2326938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2326940.000000 Penalty: 3292.491455
	Iteration 64Q: 3 clusters Score -2326940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2326938.250000 Penalty: 3292.491455
	Iteration 65Q: 3 clusters Score -2326938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2326936.000000 Penalty: 3292.491455
	Iteration 66Q: 3 clusters Score -2326936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2326934.500000 Penalty: 3292.491455
	Iteration 67Q: 3 clusters Score -2326934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2326932.000000 Penalty: 3292.491455
	Iteration 68Q: 3 clusters Score -2326932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2326931.000000 Penalty: 3292.491455
	Iteration 69Q: 3 clusters Score -2326931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2326931.250000 Penalty: 3292.491455
	Iteration 70Q: 3 clusters Score -2326931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2326932.750000 Penalty: 3292.491455
	Iteration 71Q: 3 clusters Score -2326933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2326930.750000 Penalty: 3292.491455
	Iteration 72Q: 3 clusters Score -2326931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2326930.750000 Penalty: 3292.491455
	Iteration 73F: 3 clusters Score -2326931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Entering Unmasked Estep 
Score: -1759599.125000 Penalty: 1606.207764
	Iteration 0F: 2 clusters Score -1759599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1746226.125000 Penalty: 3212.415527
	Iteration 0F: 3 clusters Score -1746226 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1751100.500000 Penalty: 3212.415527
	Iteration 1F: 3 clusters Score -1751100 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1751529.750000 Penalty: 3212.415527
	Iteration 2F: 3 clusters Score -1751530 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1751996.125000 Penalty: 3212.415527
	Iteration 3F: 3 clusters Score -1751996 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1752515.750000 Penalty: 3212.415527
	Iteration 4Q: 3 clusters Score -1752516 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1753098.375000 Penalty: 3212.415527
	Iteration 5F: 3 clusters Score -1753098 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1753739.375000 Penalty: 3212.415527
	Iteration 6F: 3 clusters Score -1753739 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1754323.000000 Penalty: 3212.415527
	Iteration 7F: 3 clusters Score -1754323 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1754846.375000 Penalty: 3212.415527
	Iteration 8Q: 3 clusters Score -1754846 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1755251.500000 Penalty: 3212.415527
	Iteration 9Q: 3 clusters Score -1755252 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1755509.250000 Penalty: 3212.415527
	Iteration 10Q: 3 clusters Score -1755509 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1755676.250000 Penalty: 3212.415527
	Iteration 11Q: 3 clusters Score -1755676 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1755801.625000 Penalty: 3212.415527
	Iteration 12Q: 3 clusters Score -1755802 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1755863.250000 Penalty: 3212.415527
	Iteration 13Q: 3 clusters Score -1755863 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1755922.000000 Penalty: 3212.415527
	Iteration 14Q: 3 clusters Score -1755922 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1755972.750000 Penalty: 3212.415527
	Iteration 15Q: 3 clusters Score -1755973 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1756013.125000 Penalty: 3212.415527
	Iteration 16Q: 3 clusters Score -1756013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1756047.125000 Penalty: 3212.415527
	Iteration 17Q: 3 clusters Score -1756047 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1756094.250000 Penalty: 3212.415527
	Iteration 18Q: 3 clusters Score -1756094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1756137.250000 Penalty: 3212.415527
	Iteration 19Q: 3 clusters Score -1756137 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1756204.250000 Penalty: 3212.415527
	Iteration 20F: 3 clusters Score -1756204 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1756277.750000 Penalty: 3212.415527
	Iteration 21Q: 3 clusters Score -1756278 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1756335.375000 Penalty: 3212.415527
	Iteration 22Q: 3 clusters Score -1756335 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1756393.625000 Penalty: 3212.415527
	Iteration 23Q: 3 clusters Score -1756394 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1756423.625000 Penalty: 3212.415527
	Iteration 24Q: 3 clusters Score -1756424 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1756463.750000 Penalty: 3212.415527
	Iteration 25Q: 3 clusters Score -1756464 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1756489.625000 Penalty: 3212.415527
	Iteration 26Q: 3 clusters Score -1756490 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1756534.875000 Penalty: 3212.415527
	Iteration 27Q: 3 clusters Score -1756535 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1756555.875000 Penalty: 3212.415527
	Iteration 28Q: 3 clusters Score -1756556 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1756591.125000 Penalty: 3212.415527
	Iteration 29Q: 3 clusters Score -1756591 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1756627.625000 Penalty: 3212.415527
	Iteration 30Q: 3 clusters Score -1756628 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1756668.000000 Penalty: 3212.415527
	Iteration 31Q: 3 clusters Score -1756668 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1756702.500000 Penalty: 3212.415527
	Iteration 32Q: 3 clusters Score -1756702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1756735.750000 Penalty: 3212.415527
	Iteration 33Q: 3 clusters Score -1756736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1756792.375000 Penalty: 3212.415527
	Iteration 34Q: 3 clusters Score -1756792 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1756844.000000 Penalty: 3212.415527
	Iteration 35Q: 3 clusters Score -1756844 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1756912.625000 Penalty: 3212.415527
	Iteration 36Q: 3 clusters Score -1756913 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1756988.125000 Penalty: 3212.415527
	Iteration 37Q: 3 clusters Score -1756988 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1757076.125000 Penalty: 3212.415527
	Iteration 38Q: 3 clusters Score -1757076 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1757189.875000 Penalty: 3212.415527
	Iteration 39Q: 3 clusters Score -1757190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1757304.000000 Penalty: 3212.415527
	Iteration 40F: 3 clusters Score -1757304 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1757400.125000 Penalty: 3212.415527
	Iteration 41Q: 3 clusters Score -1757400 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1757475.250000 Penalty: 3212.415527
	Iteration 42Q: 3 clusters Score -1757475 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1757564.750000 Penalty: 3212.415527
	Iteration 43Q: 3 clusters Score -1757565 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1757658.500000 Penalty: 3212.415527
	Iteration 44Q: 3 clusters Score -1757658 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1757761.125000 Penalty: 3212.415527
	Iteration 45Q: 3 clusters Score -1757761 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1757855.500000 Penalty: 3212.415527
	Iteration 46Q: 3 clusters Score -1757856 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1757943.000000 Penalty: 3212.415527
	Iteration 47Q: 3 clusters Score -1757943 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1758008.750000 Penalty: 3212.415527
	Iteration 48Q: 3 clusters Score -1758009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1758052.125000 Penalty: 3212.415527
	Iteration 49Q: 3 clusters Score -1758052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1758094.500000 Penalty: 3212.415527
	Iteration 50Q: 3 clusters Score -1758094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1758127.625000 Penalty: 3212.415527
	Iteration 51Q: 3 clusters Score -1758128 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1758158.625000 Penalty: 3212.415527
	Iteration 52Q: 3 clusters Score -1758159 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1758185.500000 Penalty: 3212.415527
	Iteration 53Q: 3 clusters Score -1758186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1758196.625000 Penalty: 3212.415527
	Iteration 54Q: 3 clusters Score -1758197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1758202.750000 Penalty: 3212.415527
	Iteration 55Q: 3 clusters Score -1758203 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1758215.375000 Penalty: 3212.415527
	Iteration 56Q: 3 clusters Score -1758215 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1758230.875000 Penalty: 3212.415527
	Iteration 57Q: 3 clusters Score -1758231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1758247.375000 Penalty: 3212.415527
	Iteration 58Q: 3 clusters Score -1758247 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1758255.875000 Penalty: 3212.415527
	Iteration 59Q: 3 clusters Score -1758256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1758272.500000 Penalty: 3212.415527
	Iteration 60F: 3 clusters Score -1758272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1758283.375000 Penalty: 3212.415527
	Iteration 61Q: 3 clusters Score -1758283 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1758289.000000 Penalty: 3212.415527
	Iteration 62Q: 3 clusters Score -1758289 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1758289.875000 Penalty: 3212.415527
	Iteration 63Q: 3 clusters Score -1758290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1758291.375000 Penalty: 3212.415527
	Iteration 64Q: 3 clusters Score -1758291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1758295.125000 Penalty: 3212.415527
	Iteration 65Q: 3 clusters Score -1758295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1758297.750000 Penalty: 3212.415527
	Iteration 66Q: 3 clusters Score -1758298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1758302.375000 Penalty: 3212.415527
	Iteration 67Q: 3 clusters Score -1758302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1758309.875000 Penalty: 3212.415527
	Iteration 68Q: 3 clusters Score -1758310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1758319.125000 Penalty: 3212.415527
	Iteration 69Q: 3 clusters Score -1758319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1758325.750000 Penalty: 3212.415527
	Iteration 70Q: 3 clusters Score -1758326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1758329.000000 Penalty: 3212.415527
	Iteration 71Q: 3 clusters Score -1758329 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1758326.125000 Penalty: 3212.415527
	Iteration 72Q: 3 clusters Score -1758326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1758325.750000 Penalty: 3212.415527
	Iteration 73Q: 3 clusters Score -1758326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1758326.750000 Penalty: 3212.415527
	Iteration 74Q: 3 clusters Score -1758327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1758328.375000 Penalty: 3212.415527
	Iteration 75Q: 3 clusters Score -1758328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1758331.000000 Penalty: 3212.415527
	Iteration 76Q: 3 clusters Score -1758331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1758331.000000 Penalty: 3212.415527
	Iteration 77Q: 3 clusters Score -1758331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1758332.000000 Penalty: 3212.415527
	Iteration 78Q: 3 clusters Score -1758332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1758334.625000 Penalty: 3212.415527
	Iteration 79Q: 3 clusters Score -1758335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1758334.750000 Penalty: 3212.415527
	Iteration 80F: 3 clusters Score -1758335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1758338.625000 Penalty: 3212.415527
	Iteration 81Q: 3 clusters Score -1758339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1758335.000000 Penalty: 3212.415527
	Iteration 82Q: 3 clusters Score -1758335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1758336.500000 Penalty: 3212.415527
	Iteration 83Q: 3 clusters Score -1758336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1758336.000000 Penalty: 3212.415527
	Iteration 84Q: 3 clusters Score -1758336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1758340.125000 Penalty: 3212.415527
	Iteration 85Q: 3 clusters Score -1758340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1758341.125000 Penalty: 3212.415527
	Iteration 86Q: 3 clusters Score -1758341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1758344.375000 Penalty: 3212.415527
	Iteration 87Q: 3 clusters Score -1758344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1758345.125000 Penalty: 3212.415527
	Iteration 88Q: 3 clusters Score -1758345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1758347.000000 Penalty: 3212.415527
	Iteration 89Q: 3 clusters Score -1758347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1758354.625000 Penalty: 3212.415527
	Iteration 90Q: 3 clusters Score -1758355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1758353.375000 Penalty: 3212.415527
	Iteration 91Q: 3 clusters Score -1758353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1758356.125000 Penalty: 3212.415527
	Iteration 92Q: 3 clusters Score -1758356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1758359.625000 Penalty: 3212.415527
	Iteration 93Q: 3 clusters Score -1758360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1758360.625000 Penalty: 3212.415527
	Iteration 94Q: 3 clusters Score -1758361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1758363.125000 Penalty: 3212.415527
	Iteration 95Q: 3 clusters Score -1758363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1758362.750000 Penalty: 3212.415527
	Iteration 96Q: 3 clusters Score -1758363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1758362.375000 Penalty: 3212.415527
	Iteration 97Q: 3 clusters Score -1758362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1758366.125000 Penalty: 3212.415527
	Iteration 98Q: 3 clusters Score -1758366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1758366.375000 Penalty: 3212.415527
	Iteration 99Q: 3 clusters Score -1758366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1758367.625000 Penalty: 3212.415527
	Iteration 100F: 3 clusters Score -1758368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1758364.625000 Penalty: 3212.415527
	Iteration 101Q: 3 clusters Score -1758365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1758364.625000 Penalty: 3212.415527
	Iteration 102F: 3 clusters Score -1758365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7183 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30029 members 
Mstep: Class 10 contains 4709 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65046 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25103 members 
Mstep: Class 22 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814160.000000 Penalty: 44861.425781
Iteration 119Q: 23 clusters Score -2.481416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7184 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30028 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65046 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25101 members 
Mstep: Class 22 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814172.000000 Penalty: 44861.425781
Iteration 120F: 23 clusters Score -2.481417e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 15340 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30026 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65047 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25095 members 
Mstep: Class 22 contains 19623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814176.000000 Penalty: 44861.425781
Iteration 121Q: 23 clusters Score -2.481418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7188 members 
Mstep: Class 3 contains 15339 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30026 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65047 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25091 members 
Mstep: Class 22 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814164.000000 Penalty: 44861.425781
Iteration 122Q: 23 clusters Score -2.481416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7189 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 39660 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65048 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25089 members 
Mstep: Class 22 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814160.000000 Penalty: 44861.425781
Iteration 123Q: 23 clusters Score -2.481416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7190 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 39661 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65047 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25088 members 
Mstep: Class 22 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814172.000000 Penalty: 44861.425781
Iteration 124Q: 23 clusters Score -2.481417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 39661 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65047 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25087 members 
Mstep: Class 22 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814162.000000 Penalty: 44861.425781
Iteration 125Q: 23 clusters Score -2.481416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 7191 members 
Mstep: Class 3 contains 15338 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 39661 members 
Mstep: Class 6 contains 4875 members 
Mstep: Class 7 contains 4877 members 
Mstep: Class 8 contains 4489 members 
Mstep: Class 9 contains 30027 members 
Mstep: Class 10 contains 4710 members 
Mstep: Class 11 contains 1565 members 
Mstep: Class 12 contains 65047 members 
Mstep: Class 13 contains 14327 members 
Mstep: Class 14 contains 2471 members 
Mstep: Class 15 contains 4751 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 13029 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 25087 members 
Mstep: Class 22 contains 19626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814162.000000 Penalty: 44861.425781
Iteration 126F: 23 clusters Score -2.481416e+07 nChanged 0
Entering ConstructFrom: 
Score: -24814162.000000 Penalty: 44861.425781
Entering ConstructFrom: 
Trying to split cluster 1 (6071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Entering Unmasked Estep 
Score: -547281.687500 Penalty: 1415.582764
	Iteration 0F: 2 clusters Score -547281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -542659.875000 Penalty: 2831.165527
	Iteration 0F: 3 clusters Score -542659.9 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -544167.375000 Penalty: 2831.165527
	Iteration 1F: 3 clusters Score -544167.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -544495.250000 Penalty: 2831.165527
	Iteration 2F: 3 clusters Score -544495.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -544774.812500 Penalty: 2831.165527
	Iteration 3F: 3 clusters Score -544774.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -544999.500000 Penalty: 2831.165527
	Iteration 4F: 3 clusters Score -544999.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -545185.187500 Penalty: 2831.165527
	Iteration 5Q: 3 clusters Score -545185.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -545342.187500 Penalty: 2831.165527
	Iteration 6Q: 3 clusters Score -545342.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -545461.437500 Penalty: 2831.165527
	Iteration 7Q: 3 clusters Score -545461.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -545567.812500 Penalty: 2831.165527
	Iteration 8Q: 3 clusters Score -545567.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -545668.875000 Penalty: 2831.165527
	Iteration 9Q: 3 clusters Score -545668.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -545783.375000 Penalty: 2831.165527
	Iteration 10Q: 3 clusters Score -545783.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -545881.187500 Penalty: 2831.165527
	Iteration 11Q: 3 clusters Score -545881.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -545973.500000 Penalty: 2831.165527
	Iteration 12Q: 3 clusters Score -545973.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -546067.687500 Penalty: 2831.165527
	Iteration 13Q: 3 clusters Score -546067.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -546162.312500 Penalty: 2831.165527
	Iteration 14Q: 3 clusters Score -546162.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -546228.125000 Penalty: 2831.165527
	Iteration 15Q: 3 clusters Score -546228.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -546267.812500 Penalty: 2831.165527
	Iteration 16Q: 3 clusters Score -546267.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -546295.750000 Penalty: 2831.165527
	Iteration 17Q: 3 clusters Score -546295.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -546314.187500 Penalty: 2831.165527
	Iteration 18Q: 3 clusters Score -546314.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -546329.375000 Penalty: 2831.165527
	Iteration 19Q: 3 clusters Score -546329.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -546338.875000 Penalty: 2831.165527
	Iteration 20F: 3 clusters Score -546338.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -546348.187500 Penalty: 2831.165527
	Iteration 21Q: 3 clusters Score -546348.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -546357.437500 Penalty: 2831.165527
	Iteration 22Q: 3 clusters Score -546357.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -546367.875000 Penalty: 2831.165527
	Iteration 23Q: 3 clusters Score -546367.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -546379.375000 Penalty: 2831.165527
	Iteration 24Q: 3 clusters Score -546379.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -546386.062500 Penalty: 2831.165527
	Iteration 25Q: 3 clusters Score -546386.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -546392.687500 Penalty: 2831.165527
	Iteration 26Q: 3 clusters Score -546392.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -546395.125000 Penalty: 2831.165527
	Iteration 27Q: 3 clusters Score -546395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -546397.687500 Penalty: 2831.165527
	Iteration 28Q: 3 clusters Score -546397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -546400.250000 Penalty: 2831.165527
	Iteration 29Q: 3 clusters Score -546400.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -546402.375000 Penalty: 2831.165527
	Iteration 30Q: 3 clusters Score -546402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -546404.187500 Penalty: 2831.165527
	Iteration 31Q: 3 clusters Score -546404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -546404.750000 Penalty: 2831.165527
	Iteration 32Q: 3 clusters Score -546404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -546404.125000 Penalty: 2831.165527
	Iteration 33Q: 3 clusters Score -546404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -546405.250000 Penalty: 2831.165527
	Iteration 34Q: 3 clusters Score -546405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -546405.250000 Penalty: 2831.165527
	Iteration 35F: 3 clusters Score -546405.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Entering Unmasked Estep 
Score: -656843.000000 Penalty: 1443.095215
	Iteration 0F: 2 clusters Score -656843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -651509.250000 Penalty: 2886.190430
	Iteration 0F: 3 clusters Score -651509.2 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -653096.937500 Penalty: 2886.190430
	Iteration 1F: 3 clusters Score -653096.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -653360.312500 Penalty: 2886.190430
	Iteration 2F: 3 clusters Score -653360.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -653618.187500 Penalty: 2886.190430
	Iteration 3F: 3 clusters Score -653618.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -653850.312500 Penalty: 2886.190430
	Iteration 4F: 3 clusters Score -653850.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -654062.750000 Penalty: 2886.190430
	Iteration 5F: 3 clusters Score -654062.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -654355.625000 Penalty: 2886.190430
	Iteration 6Q: 3 clusters Score -654355.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -654641.562500 Penalty: 2886.190430
	Iteration 7Q: 3 clusters Score -654641.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -654951.250000 Penalty: 2886.190430
	Iteration 8Q: 3 clusters Score -654951.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -655221.250000 Penalty: 2886.190430
	Iteration 9Q: 3 clusters Score -655221.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -655399.812500 Penalty: 2886.190430
	Iteration 10Q: 3 clusters Score -655399.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -655519.187500 Penalty: 2886.190430
	Iteration 11Q: 3 clusters Score -655519.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -655610.812500 Penalty: 2886.190430
	Iteration 12Q: 3 clusters Score -655610.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -655697.250000 Penalty: 2886.190430
	Iteration 13Q: 3 clusters Score -655697.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -655806.500000 Penalty: 2886.190430
	Iteration 14Q: 3 clusters Score -655806.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -655896.250000 Penalty: 2886.190430
	Iteration 15Q: 3 clusters Score -655896.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -655991.312500 Penalty: 2886.190430
	Iteration 16Q: 3 clusters Score -655991.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -656083.000000 Penalty: 2886.190430
	Iteration 17Q: 3 clusters Score -656083 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -656142.937500 Penalty: 2886.190430
	Iteration 18Q: 3 clusters Score -656142.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -656177.437500 Penalty: 2886.190430
	Iteration 19Q: 3 clusters Score -656177.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -656198.937500 Penalty: 2886.190430
	Iteration 20F: 3 clusters Score -656198.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -656215.812500 Penalty: 2886.190430
	Iteration 21Q: 3 clusters Score -656215.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -656220.062500 Penalty: 2886.190430
	Iteration 22Q: 3 clusters Score -656220.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -656225.062500 Penalty: 2886.190430
	Iteration 23Q: 3 clusters Score -656225.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -656231.250000 Penalty: 2886.190430
	Iteration 24Q: 3 clusters Score -656231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -656231.250000 Penalty: 2886.190430
	Iteration 25Q: 3 clusters Score -656231.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -656233.375000 Penalty: 2886.190430
	Iteration 26Q: 3 clusters Score -656233.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -656233.812500 Penalty: 2886.190430
	Iteration 27Q: 3 clusters Score -656233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -656235.250000 Penalty: 2886.190430
	Iteration 28Q: 3 clusters Score -656235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -656233.187500 Penalty: 2886.190430
	Iteration 29Q: 3 clusters Score -656233.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -656233.187500 Penalty: 2886.190430
	Iteration 30F: 3 clusters Score -656233.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Entering Unmasked Estep 
Score: -1394821.875000 Penalty: 1566.189331
	Iteration 0F: 2 clusters Score -1394822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1384201.625000 Penalty: 3132.378662
	Iteration 0F: 3 clusters Score -1384202 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1387854.500000 Penalty: 3132.378662
	Iteration 1F: 3 clusters Score -1387854 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1388092.625000 Penalty: 3132.378662
	Iteration 2Q: 3 clusters Score -1388093 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1388291.000000 Penalty: 3132.378662
	Iteration 3Q: 3 clusters Score -1388291 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1388456.625000 Penalty: 3132.378662
	Iteration 4Q: 3 clusters Score -1388457 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1388614.875000 Penalty: 3132.378662
	Iteration 5Q: 3 clusters Score -1388615 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1388775.000000 Penalty: 3132.378662
	Iteration 6Q: 3 clusters Score -1388775 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1388936.750000 Penalty: 3132.378662
	Iteration 7Q: 3 clusters Score -1388937 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1389134.000000 Penalty: 3132.378662
	Iteration 8Q: 3 clusters Score -1389134 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1389393.000000 Penalty: 3132.378662
	Iteration 9Q: 3 clusters Score -1389393 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1389730.500000 Penalty: 3132.378662
	Iteration 10Q: 3 clusters Score -1389730 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1390215.125000 Penalty: 3132.378662
	Iteration 11F: 3 clusters Score -1390215 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1390834.250000 Penalty: 3132.378662
	Iteration 12F: 3 clusters Score -1390834 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -1391545.375000 Penalty: 3132.378662
	Iteration 13F: 3 clusters Score -1391545 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1392250.125000 Penalty: 3132.378662
	Iteration 14F: 3 clusters Score -1392250 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -1392695.500000 Penalty: 3132.378662
	Iteration 15Q: 3 clusters Score -1392696 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1392996.000000 Penalty: 3132.378662
	Iteration 16Q: 3 clusters Score -1392996 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -1393179.375000 Penalty: 3132.378662
	Iteration 17Q: 3 clusters Score -1393179 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1393285.375000 Penalty: 3132.378662
	Iteration 18Q: 3 clusters Score -1393285 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1393352.000000 Penalty: 3132.378662
	Iteration 19Q: 3 clusters Score -1393352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1393381.625000 Penalty: 3132.378662
	Iteration 20F: 3 clusters Score -1393382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -1393393.625000 Penalty: 3132.378662
	Iteration 21Q: 3 clusters Score -1393394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1393399.250000 Penalty: 3132.378662
	Iteration 22Q: 3 clusters Score -1393399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -1393413.875000 Penalty: 3132.378662
	Iteration 23Q: 3 clusters Score -1393414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1393422.000000 Penalty: 3132.378662
	Iteration 24Q: 3 clusters Score -1393422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1393424.125000 Penalty: 3132.378662
	Iteration 25Q: 3 clusters Score -1393424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1393427.625000 Penalty: 3132.378662
	Iteration 26Q: 3 clusters Score -1393428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1393431.750000 Penalty: 3132.378662
	Iteration 27Q: 3 clusters Score -1393432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1393434.750000 Penalty: 3132.378662
	Iteration 28Q: 3 clusters Score -1393435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1393437.000000 Penalty: 3132.378662
	Iteration 29Q: 3 clusters Score -1393437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1393434.750000 Penalty: 3132.378662
	Iteration 30Q: 3 clusters Score -1393435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1393438.000000 Penalty: 3132.378662
	Iteration 31Q: 3 clusters Score -1393438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1393438.000000 Penalty: 3132.378662
	Iteration 32F: 3 clusters Score -1393438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -427586.218750 Penalty: 1376.221191
	Iteration 0F: 2 clusters Score -427586.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -423802.531250 Penalty: 2752.442383
	Iteration 0F: 3 clusters Score -423802.5 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -424799.062500 Penalty: 2752.442383
	Iteration 1F: 3 clusters Score -424799.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -424996.125000 Penalty: 2752.442383
	Iteration 2F: 3 clusters Score -424996.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -425129.687500 Penalty: 2752.442383
	Iteration 3F: 3 clusters Score -425129.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -425233.531250 Penalty: 2752.442383
	Iteration 4Q: 3 clusters Score -425233.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -425324.687500 Penalty: 2752.442383
	Iteration 5Q: 3 clusters Score -425324.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -425432.406250 Penalty: 2752.442383
	Iteration 6Q: 3 clusters Score -425432.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -425529.343750 Penalty: 2752.442383
	Iteration 7Q: 3 clusters Score -425529.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -425625.843750 Penalty: 2752.442383
	Iteration 8Q: 3 clusters Score -425625.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -425754.062500 Penalty: 2752.442383
	Iteration 9Q: 3 clusters Score -425754.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -425910.750000 Penalty: 2752.442383
	Iteration 10Q: 3 clusters Score -425910.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -426070.562500 Penalty: 2752.442383
	Iteration 11Q: 3 clusters Score -426070.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -426225.531250 Penalty: 2752.442383
	Iteration 12Q: 3 clusters Score -426225.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -426379.000000 Penalty: 2752.442383
	Iteration 13Q: 3 clusters Score -426379 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -426535.937500 Penalty: 2752.442383
	Iteration 14Q: 3 clusters Score -426535.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -426669.218750 Penalty: 2752.442383
	Iteration 15Q: 3 clusters Score -426669.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -426779.812500 Penalty: 2752.442383
	Iteration 16Q: 3 clusters Score -426779.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -426870.687500 Penalty: 2752.442383
	Iteration 17Q: 3 clusters Score -426870.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -426946.718750 Penalty: 2752.442383
	Iteration 18Q: 3 clusters Score -426946.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -426987.718750 Penalty: 2752.442383
	Iteration 19Q: 3 clusters Score -426987.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -427016.968750 Penalty: 2752.442383
	Iteration 20F: 3 clusters Score -427017 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -427035.281250 Penalty: 2752.442383
	Iteration 21Q: 3 clusters Score -427035.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -427050.687500 Penalty: 2752.442383
	Iteration 22Q: 3 clusters Score -427050.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -427060.906250 Penalty: 2752.442383
	Iteration 23Q: 3 clusters Score -427060.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -427068.093750 Penalty: 2752.442383
	Iteration 24Q: 3 clusters Score -427068.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -427072.750000 Penalty: 2752.442383
	Iteration 25Q: 3 clusters Score -427072.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -427077.875000 Penalty: 2752.442383
	Iteration 26Q: 3 clusters Score -427077.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -427080.156250 Penalty: 2752.442383
	Iteration 27Q: 3 clusters Score -427080.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -427083.468750 Penalty: 2752.442383
	Iteration 28Q: 3 clusters Score -427083.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -427085.937500 Penalty: 2752.442383
	Iteration 29Q: 3 clusters Score -427085.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -427089.906250 Penalty: 2752.442383
	Iteration 30Q: 3 clusters Score -427089.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -427093.625000 Penalty: 2752.442383
	Iteration 31Q: 3 clusters Score -427093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -427096.312500 Penalty: 2752.442383
	Iteration 32Q: 3 clusters Score -427096.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -427096.687500 Penalty: 2752.442383
	Iteration 33Q: 3 clusters Score -427096.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -427097.781250 Penalty: 2752.442383
	Iteration 34Q: 3 clusters Score -427097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -427098.625000 Penalty: 2752.442383
	Iteration 35Q: 3 clusters Score -427098.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -427099.968750 Penalty: 2752.442383
	Iteration 36Q: 3 clusters Score -427100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -427101.312500 Penalty: 2752.442383
	Iteration 37Q: 3 clusters Score -427101.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -427102.312500 Penalty: 2752.442383
	Iteration 38Q: 3 clusters Score -427102.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -427102.687500 Penalty: 2752.442383
	Iteration 39Q: 3 clusters Score -427102.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -427104.843750 Penalty: 2752.442383
	Iteration 40F: 3 clusters Score -427104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -427104.750000 Penalty: 2752.442383
	Iteration 41Q: 3 clusters Score -427104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -427106.218750 Penalty: 2752.442383
	Iteration 42Q: 3 clusters Score -427106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -427109.000000 Penalty: 2752.442383
	Iteration 43Q: 3 clusters Score -427109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -427110.281250 Penalty: 2752.442383
	Iteration 44Q: 3 clusters Score -427110.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -427111.968750 Penalty: 2752.442383
	Iteration 45Q: 3 clusters Score -427112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -427114.625000 Penalty: 2752.442383
	Iteration 46Q: 3 clusters Score -427114.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -427116.750000 Penalty: 2752.442383
	Iteration 47Q: 3 clusters Score -427116.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -427118.093750 Penalty: 2752.442383
	Iteration 48Q: 3 clusters Score -427118.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -427119.562500 Penalty: 2752.442383
	Iteration 49Q: 3 clusters Score -427119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -427121.031250 Penalty: 2752.442383
	Iteration 50Q: 3 clusters Score -427121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -427122.031250 Penalty: 2752.442383
	Iteration 51Q: 3 clusters Score -427122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -427122.937500 Penalty: 2752.442383
	Iteration 52Q: 3 clusters Score -427122.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -427123.937500 Penalty: 2752.442383
	Iteration 53Q: 3 clusters Score -427123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -427124.218750 Penalty: 2752.442383
	Iteration 54Q: 3 clusters Score -427124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -427124.687500 Penalty: 2752.442383
	Iteration 55Q: 3 clusters Score -427124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -427124.937500 Penalty: 2752.442383
	Iteration 56Q: 3 clusters Score -427124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -427125.593750 Penalty: 2752.442383
	Iteration 57Q: 3 clusters Score -427125.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -427127.187500 Penalty: 2752.442383
	Iteration 58Q: 3 clusters Score -427127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -427127.812500 Penalty: 2752.442383
	Iteration 59Q: 3 clusters Score -427127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -427128.656250 Penalty: 2752.442383
	Iteration 60F: 3 clusters Score -427128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -427128.562500 Penalty: 2752.442383
	Iteration 61Q: 3 clusters Score -427128.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -427129.125000 Penalty: 2752.442383
	Iteration 62Q: 3 clusters Score -427129.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -427129.125000 Penalty: 2752.442383
	Iteration 63F: 3 clusters Score -427129.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Entering Unmasked Estep 
Score: -3544954.000000 Penalty: 1720.570068
	Iteration 0F: 2 clusters Score -3544954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -3518510.750000 Penalty: 3441.140137
	Iteration 0F: 3 clusters Score -3518511 nChanged 18404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -3528793.250000 Penalty: 3441.140137
	Iteration 1F: 3 clusters Score -3528793 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -3529349.750000 Penalty: 3441.140137
	Iteration 2Q: 3 clusters Score -3529350 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3530055.250000 Penalty: 3441.140137
	Iteration 3Q: 3 clusters Score -3530055 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3530976.500000 Penalty: 3441.140137
	Iteration 4F: 3 clusters Score -3530976 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3532177.000000 Penalty: 3441.140137
	Iteration 5F: 3 clusters Score -3532177 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3533665.500000 Penalty: 3441.140137
	Iteration 6F: 3 clusters Score -3533666 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -3535492.750000 Penalty: 3441.140137
	Iteration 7F: 3 clusters Score -3535493 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -3537653.750000 Penalty: 3441.140137
	Iteration 8F: 3 clusters Score -3537654 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3539527.000000 Penalty: 3441.140137
	Iteration 9F: 3 clusters Score -3539527 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -3540983.500000 Penalty: 3441.140137
	Iteration 10Q: 3 clusters Score -3540984 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -3542022.250000 Penalty: 3441.140137
	Iteration 11Q: 3 clusters Score -3542022 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -3542650.750000 Penalty: 3441.140137
	Iteration 12Q: 3 clusters Score -3542651 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -3542988.250000 Penalty: 3441.140137
	Iteration 13Q: 3 clusters Score -3542988 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 37140 members 
Entering Unmasked Estep 
Score: -3543177.500000 Penalty: 3441.140137
	Iteration 14Q: 3 clusters Score -3543178 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
Score: -3543322.750000 Penalty: 3441.140137
	Iteration 15Q: 3 clusters Score -3543323 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -3543424.250000 Penalty: 3441.140137
	Iteration 16Q: 3 clusters Score -3543424 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -3543495.750000 Penalty: 3441.140137
	Iteration 17Q: 3 clusters Score -3543496 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 38000 members 
Entering Unmasked Estep 
Score: -3543552.000000 Penalty: 3441.140137
	Iteration 18Q: 3 clusters Score -3543552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -3543606.000000 Penalty: 3441.140137
	Iteration 19Q: 3 clusters Score -3543606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
Score: -3543641.500000 Penalty: 3441.140137
	Iteration 20F: 3 clusters Score -3543642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -3543662.500000 Penalty: 3441.140137
	Iteration 21Q: 3 clusters Score -3543662 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -3543695.500000 Penalty: 3441.140137
	Iteration 22Q: 3 clusters Score -3543696 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -3543714.000000 Penalty: 3441.140137
	Iteration 23Q: 3 clusters Score -3543714 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -3543735.750000 Penalty: 3441.140137
	Iteration 24Q: 3 clusters Score -3543736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -3543750.500000 Penalty: 3441.140137
	Iteration 25Q: 3 clusters Score -3543750 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -3543766.500000 Penalty: 3441.140137
	Iteration 26Q: 3 clusters Score -3543766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -3543775.000000 Penalty: 3441.140137
	Iteration 27Q: 3 clusters Score -3543775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -3543788.250000 Penalty: 3441.140137
	Iteration 28Q: 3 clusters Score -3543788 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -3543799.500000 Penalty: 3441.140137
	Iteration 29Q: 3 clusters Score -3543800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -3543808.250000 Penalty: 3441.140137
	Iteration 30Q: 3 clusters Score -3543808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -3543816.750000 Penalty: 3441.140137
	Iteration 31Q: 3 clusters Score -3543817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 38725 members 
Entering Unmasked Estep 
Score: -3543830.750000 Penalty: 3441.140137
	Iteration 32Q: 3 clusters Score -3543831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -3543832.250000 Penalty: 3441.140137
	Iteration 33Q: 3 clusters Score -3543832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -3543833.000000 Penalty: 3441.140137
	Iteration 34Q: 3 clusters Score -3543833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -3543828.250000 Penalty: 3441.140137
	Iteration 35Q: 3 clusters Score -3543828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -3543835.250000 Penalty: 3441.140137
	Iteration 36Q: 3 clusters Score -3543835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -3543833.250000 Penalty: 3441.140137
	Iteration 37Q: 3 clusters Score -3543833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -3543836.750000 Penalty: 3441.140137
	Iteration 38Q: 3 clusters Score -3543837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -3543841.750000 Penalty: 3441.140137
	Iteration 39Q: 3 clusters Score -3543842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -3543843.000000 Penalty: 3441.140137
	Iteration 40F: 3 clusters Score -3543843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -3543846.000000 Penalty: 3441.140137
	Iteration 41Q: 3 clusters Score -3543846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -3543848.000000 Penalty: 3441.140137
	Iteration 42Q: 3 clusters Score -3543848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -3543846.500000 Penalty: 3441.140137
	Iteration 43Q: 3 clusters Score -3543846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -3543846.500000 Penalty: 3441.140137
	Iteration 44F: 3 clusters Score -3543846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -429081.187500 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -429081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -425145.375000 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -425145.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -426260.625000 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -426260.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -426394.593750 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -426394.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -426490.031250 Penalty: 2759.859619
	Iteration 3Q: 3 clusters Score -426490 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -426563.343750 Penalty: 2759.859619
	Iteration 4Q: 3 clusters Score -426563.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -426627.781250 Penalty: 2759.859619
	Iteration 5Q: 3 clusters Score -426627.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -426696.437500 Penalty: 2759.859619
	Iteration 6Q: 3 clusters Score -426696.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -426763.250000 Penalty: 2759.859619
	Iteration 7Q: 3 clusters Score -426763.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -426831.500000 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -426831.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -426888.437500 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -426888.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -426939.843750 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -426939.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -426987.937500 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -426987.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -427027.125000 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -427027.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -427068.843750 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -427068.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -427112.312500 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -427112.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -427152.531250 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -427152.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -427194.031250 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -427194 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -427235.781250 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -427235.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -427286.718750 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -427286.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -427340.031250 Penalty: 2759.859619
	Iteration 19Q: 3 clusters Score -427340 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -427383.531250 Penalty: 2759.859619
	Iteration 20F: 3 clusters Score -427383.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -427431.968750 Penalty: 2759.859619
	Iteration 21Q: 3 clusters Score -427432 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -427487.281250 Penalty: 2759.859619
	Iteration 22Q: 3 clusters Score -427487.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -427542.375000 Penalty: 2759.859619
	Iteration 23Q: 3 clusters Score -427542.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -427584.406250 Penalty: 2759.859619
	Iteration 24Q: 3 clusters Score -427584.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -427622.781250 Penalty: 2759.859619
	Iteration 25Q: 3 clusters Score -427622.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -427653.218750 Penalty: 2759.859619
	Iteration 26Q: 3 clusters Score -427653.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -427680.718750 Penalty: 2759.859619
	Iteration 27Q: 3 clusters Score -427680.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -427704.375000 Penalty: 2759.859619
	Iteration 28Q: 3 clusters Score -427704.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -427733.937500 Penalty: 2759.859619
	Iteration 29Q: 3 clusters Score -427733.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -427758.218750 Penalty: 2759.859619
	Iteration 30Q: 3 clusters Score -427758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -427771.468750 Penalty: 2759.859619
	Iteration 31Q: 3 clusters Score -427771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -427783.156250 Penalty: 2759.859619
	Iteration 32Q: 3 clusters Score -427783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -427791.625000 Penalty: 2759.859619
	Iteration 33Q: 3 clusters Score -427791.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -427800.125000 Penalty: 2759.859619
	Iteration 34Q: 3 clusters Score -427800.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -427808.000000 Penalty: 2759.859619
	Iteration 35Q: 3 clusters Score -427808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -427812.562500 Penalty: 2759.859619
	Iteration 36Q: 3 clusters Score -427812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -427814.531250 Penalty: 2759.859619
	Iteration 37Q: 3 clusters Score -427814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -427814.656250 Penalty: 2759.859619
	Iteration 38Q: 3 clusters Score -427814.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -427814.343750 Penalty: 2759.859619
	Iteration 39Q: 3 clusters Score -427814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -427814.937500 Penalty: 2759.859619
	Iteration 40F: 3 clusters Score -427814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -427816.031250 Penalty: 2759.859619
	Iteration 41Q: 3 clusters Score -427816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -427818.968750 Penalty: 2759.859619
	Iteration 42Q: 3 clusters Score -427819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -427822.343750 Penalty: 2759.859619
	Iteration 43Q: 3 clusters Score -427822.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -427825.656250 Penalty: 2759.859619
	Iteration 44Q: 3 clusters Score -427825.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -427830.500000 Penalty: 2759.859619
	Iteration 45Q: 3 clusters Score -427830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -427833.781250 Penalty: 2759.859619
	Iteration 46Q: 3 clusters Score -427833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -427837.562500 Penalty: 2759.859619
	Iteration 47Q: 3 clusters Score -427837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -427837.406250 Penalty: 2759.859619
	Iteration 48Q: 3 clusters Score -427837.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -427837.406250 Penalty: 2759.859619
	Iteration 49F: 3 clusters Score -427837.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -439105.968750 Penalty: 1379.996460
	Iteration 0F: 2 clusters Score -439106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -435157.781250 Penalty: 2759.992920
	Iteration 0F: 3 clusters Score -435157.8 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -436292.687500 Penalty: 2759.992920
	Iteration 1F: 3 clusters Score -436292.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -436528.625000 Penalty: 2759.992920
	Iteration 2F: 3 clusters Score -436528.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -436736.468750 Penalty: 2759.992920
	Iteration 3F: 3 clusters Score -436736.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -436880.687500 Penalty: 2759.992920
	Iteration 4Q: 3 clusters Score -436880.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -437008.281250 Penalty: 2759.992920
	Iteration 5Q: 3 clusters Score -437008.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -437105.625000 Penalty: 2759.992920
	Iteration 6Q: 3 clusters Score -437105.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -437183.062500 Penalty: 2759.992920
	Iteration 7Q: 3 clusters Score -437183.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -437242.093750 Penalty: 2759.992920
	Iteration 8Q: 3 clusters Score -437242.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -437292.343750 Penalty: 2759.992920
	Iteration 9Q: 3 clusters Score -437292.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -437336.031250 Penalty: 2759.992920
	Iteration 10Q: 3 clusters Score -437336 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -437378.687500 Penalty: 2759.992920
	Iteration 11Q: 3 clusters Score -437378.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -437404.218750 Penalty: 2759.992920
	Iteration 12Q: 3 clusters Score -437404.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -437425.687500 Penalty: 2759.992920
	Iteration 13Q: 3 clusters Score -437425.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -437454.531250 Penalty: 2759.992920
	Iteration 14Q: 3 clusters Score -437454.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -437479.687500 Penalty: 2759.992920
	Iteration 15Q: 3 clusters Score -437479.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -437500.375000 Penalty: 2759.992920
	Iteration 16Q: 3 clusters Score -437500.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -437518.562500 Penalty: 2759.992920
	Iteration 17Q: 3 clusters Score -437518.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -437538.093750 Penalty: 2759.992920
	Iteration 18Q: 3 clusters Score -437538.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -437558.156250 Penalty: 2759.992920
	Iteration 19Q: 3 clusters Score -437558.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -437581.781250 Penalty: 2759.992920
	Iteration 20F: 3 clusters Score -437581.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -437607.375000 Penalty: 2759.992920
	Iteration 21Q: 3 clusters Score -437607.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -437628.437500 Penalty: 2759.992920
	Iteration 22Q: 3 clusters Score -437628.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -437645.343750 Penalty: 2759.992920
	Iteration 23Q: 3 clusters Score -437645.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -437664.562500 Penalty: 2759.992920
	Iteration 24Q: 3 clusters Score -437664.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -437678.250000 Penalty: 2759.992920
	Iteration 25Q: 3 clusters Score -437678.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -437689.625000 Penalty: 2759.992920
	Iteration 26Q: 3 clusters Score -437689.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -437694.718750 Penalty: 2759.992920
	Iteration 27Q: 3 clusters Score -437694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -437701.125000 Penalty: 2759.992920
	Iteration 28Q: 3 clusters Score -437701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -437708.906250 Penalty: 2759.992920
	Iteration 29Q: 3 clusters Score -437708.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -437718.718750 Penalty: 2759.992920
	Iteration 30Q: 3 clusters Score -437718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -437725.500000 Penalty: 2759.992920
	Iteration 31Q: 3 clusters Score -437725.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -437731.000000 Penalty: 2759.992920
	Iteration 32Q: 3 clusters Score -437731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -437736.593750 Penalty: 2759.992920
	Iteration 33Q: 3 clusters Score -437736.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -437744.812500 Penalty: 2759.992920
	Iteration 34Q: 3 clusters Score -437744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -437753.062500 Penalty: 2759.992920
	Iteration 35Q: 3 clusters Score -437753.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -437760.312500 Penalty: 2759.992920
	Iteration 36Q: 3 clusters Score -437760.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -437764.875000 Penalty: 2759.992920
	Iteration 37Q: 3 clusters Score -437764.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -437773.406250 Penalty: 2759.992920
	Iteration 38Q: 3 clusters Score -437773.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -437783.062500 Penalty: 2759.992920
	Iteration 39Q: 3 clusters Score -437783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -437791.312500 Penalty: 2759.992920
	Iteration 40F: 3 clusters Score -437791.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -437795.937500 Penalty: 2759.992920
	Iteration 41Q: 3 clusters Score -437795.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -437805.718750 Penalty: 2759.992920
	Iteration 42Q: 3 clusters Score -437805.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -437822.593750 Penalty: 2759.992920
	Iteration 43Q: 3 clusters Score -437822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -437833.281250 Penalty: 2759.992920
	Iteration 44Q: 3 clusters Score -437833.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -437844.593750 Penalty: 2759.992920
	Iteration 45Q: 3 clusters Score -437844.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -437851.625000 Penalty: 2759.992920
	Iteration 46Q: 3 clusters Score -437851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -437856.812500 Penalty: 2759.992920
	Iteration 47Q: 3 clusters Score -437856.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -437862.937500 Penalty: 2759.992920
	Iteration 48Q: 3 clusters Score -437862.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -437866.968750 Penalty: 2759.992920
	Iteration 49Q: 3 clusters Score -437867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -437873.125000 Penalty: 2759.992920
	Iteration 50Q: 3 clusters Score -437873.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -437875.968750 Penalty: 2759.992920
	Iteration 51Q: 3 clusters Score -437876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -437881.875000 Penalty: 2759.992920
	Iteration 52Q: 3 clusters Score -437881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -437887.281250 Penalty: 2759.992920
	Iteration 53Q: 3 clusters Score -437887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -437889.250000 Penalty: 2759.992920
	Iteration 54Q: 3 clusters Score -437889.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -437891.937500 Penalty: 2759.992920
	Iteration 55Q: 3 clusters Score -437891.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -437896.218750 Penalty: 2759.992920
	Iteration 56Q: 3 clusters Score -437896.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -437899.875000 Penalty: 2759.992920
	Iteration 57Q: 3 clusters Score -437899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -437902.843750 Penalty: 2759.992920
	Iteration 58Q: 3 clusters Score -437902.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -437904.812500 Penalty: 2759.992920
	Iteration 59Q: 3 clusters Score -437904.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -437908.625000 Penalty: 2759.992920
	Iteration 60F: 3 clusters Score -437908.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -437911.250000 Penalty: 2759.992920
	Iteration 61Q: 3 clusters Score -437911.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -437913.781250 Penalty: 2759.992920
	Iteration 62Q: 3 clusters Score -437913.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -437915.937500 Penalty: 2759.992920
	Iteration 63Q: 3 clusters Score -437915.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -437916.437500 Penalty: 2759.992920
	Iteration 64Q: 3 clusters Score -437916.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -437918.218750 Penalty: 2759.992920
	Iteration 65Q: 3 clusters Score -437918.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -437918.906250 Penalty: 2759.992920
	Iteration 66Q: 3 clusters Score -437918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -437920.406250 Penalty: 2759.992920
	Iteration 67Q: 3 clusters Score -437920.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -437919.500000 Penalty: 2759.992920
	Iteration 68Q: 3 clusters Score -437919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -437920.500000 Penalty: 2759.992920
	Iteration 69Q: 3 clusters Score -437920.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -437921.250000 Penalty: 2759.992920
	Iteration 70Q: 3 clusters Score -437921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -437922.343750 Penalty: 2759.992920
	Iteration 71Q: 3 clusters Score -437922.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -437923.500000 Penalty: 2759.992920
	Iteration 72Q: 3 clusters Score -437923.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -437924.468750 Penalty: 2759.992920
	Iteration 73Q: 3 clusters Score -437924.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -437925.343750 Penalty: 2759.992920
	Iteration 74Q: 3 clusters Score -437925.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -437926.593750 Penalty: 2759.992920
	Iteration 75Q: 3 clusters Score -437926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -437926.843750 Penalty: 2759.992920
	Iteration 76Q: 3 clusters Score -437926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -437926.843750 Penalty: 2759.992920
	Iteration 77F: 3 clusters Score -437926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Entering Unmasked Estep 
Score: -383942.562500 Penalty: 1366.525146
	Iteration 0F: 2 clusters Score -383942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -380278.062500 Penalty: 2733.050293
	Iteration 0F: 3 clusters Score -380278.1 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -381424.500000 Penalty: 2733.050293
	Iteration 1F: 3 clusters Score -381424.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -381711.125000 Penalty: 2733.050293
	Iteration 2F: 3 clusters Score -381711.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -381923.843750 Penalty: 2733.050293
	Iteration 3F: 3 clusters Score -381923.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -382133.156250 Penalty: 2733.050293
	Iteration 4F: 3 clusters Score -382133.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -382389.656250 Penalty: 2733.050293
	Iteration 5F: 3 clusters Score -382389.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -382693.187500 Penalty: 2733.050293
	Iteration 6F: 3 clusters Score -382693.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -382925.125000 Penalty: 2733.050293
	Iteration 7F: 3 clusters Score -382925.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -383110.968750 Penalty: 2733.050293
	Iteration 8Q: 3 clusters Score -383111 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -383269.375000 Penalty: 2733.050293
	Iteration 9Q: 3 clusters Score -383269.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -383390.312500 Penalty: 2733.050293
	Iteration 10Q: 3 clusters Score -383390.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -383468.937500 Penalty: 2733.050293
	Iteration 11Q: 3 clusters Score -383468.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -383519.968750 Penalty: 2733.050293
	Iteration 12Q: 3 clusters Score -383520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -383553.000000 Penalty: 2733.050293
	Iteration 13Q: 3 clusters Score -383553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -383583.656250 Penalty: 2733.050293
	Iteration 14Q: 3 clusters Score -383583.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -383606.281250 Penalty: 2733.050293
	Iteration 15Q: 3 clusters Score -383606.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -383622.281250 Penalty: 2733.050293
	Iteration 16Q: 3 clusters Score -383622.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -383632.250000 Penalty: 2733.050293
	Iteration 17Q: 3 clusters Score -383632.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -383639.750000 Penalty: 2733.050293
	Iteration 18Q: 3 clusters Score -383639.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -383642.750000 Penalty: 2733.050293
	Iteration 19Q: 3 clusters Score -383642.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -383645.593750 Penalty: 2733.050293
	Iteration 20F: 3 clusters Score -383645.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -383646.500000 Penalty: 2733.050293
	Iteration 21Q: 3 clusters Score -383646.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -383647.031250 Penalty: 2733.050293
	Iteration 22Q: 3 clusters Score -383647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -383647.531250 Penalty: 2733.050293
	Iteration 23Q: 3 clusters Score -383647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -383648.156250 Penalty: 2733.050293
	Iteration 24Q: 3 clusters Score -383648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -383649.000000 Penalty: 2733.050293
	Iteration 25Q: 3 clusters Score -383649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -383648.687500 Penalty: 2733.050293
	Iteration 26Q: 3 clusters Score -383648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -383649.031250 Penalty: 2733.050293
	Iteration 27Q: 3 clusters Score -383649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -383649.031250 Penalty: 2733.050293
	Iteration 28F: 3 clusters Score -383649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (30027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Entering Unmasked Estep 
Score: -2795401.750000 Penalty: 1675.351074
	Iteration 0F: 2 clusters Score -2795402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2775173.500000 Penalty: 3350.702148
	Iteration 0F: 3 clusters Score -2775174 nChanged 13835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2782995.000000 Penalty: 3350.702148
	Iteration 1F: 3 clusters Score -2782995 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2783538.250000 Penalty: 3350.702148
	Iteration 2Q: 3 clusters Score -2783538 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2784127.750000 Penalty: 3350.702148
	Iteration 3Q: 3 clusters Score -2784128 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2784882.500000 Penalty: 3350.702148
	Iteration 4F: 3 clusters Score -2784882 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2785887.250000 Penalty: 3350.702148
	Iteration 5F: 3 clusters Score -2785887 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2787107.500000 Penalty: 3350.702148
	Iteration 6F: 3 clusters Score -2787108 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2788589.500000 Penalty: 3350.702148
	Iteration 7F: 3 clusters Score -2788590 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2790097.000000 Penalty: 3350.702148
	Iteration 8F: 3 clusters Score -2790097 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -2791356.250000 Penalty: 3350.702148
	Iteration 9F: 3 clusters Score -2791356 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -2792363.500000 Penalty: 3350.702148
	Iteration 10Q: 3 clusters Score -2792364 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2793021.750000 Penalty: 3350.702148
	Iteration 11Q: 3 clusters Score -2793022 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2793409.250000 Penalty: 3350.702148
	Iteration 12Q: 3 clusters Score -2793409 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2793608.250000 Penalty: 3350.702148
	Iteration 13Q: 3 clusters Score -2793608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2793726.500000 Penalty: 3350.702148
	Iteration 14Q: 3 clusters Score -2793726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2793806.000000 Penalty: 3350.702148
	Iteration 15Q: 3 clusters Score -2793806 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2793853.000000 Penalty: 3350.702148
	Iteration 16Q: 3 clusters Score -2793853 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2793872.250000 Penalty: 3350.702148
	Iteration 17Q: 3 clusters Score -2793872 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2793888.500000 Penalty: 3350.702148
	Iteration 18Q: 3 clusters Score -2793888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29488 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2793894.750000 Penalty: 3350.702148
	Iteration 19Q: 3 clusters Score -2793895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2793911.000000 Penalty: 3350.702148
	Iteration 20F: 3 clusters Score -2793911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2793921.500000 Penalty: 3350.702148
	Iteration 21Q: 3 clusters Score -2793922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2793937.250000 Penalty: 3350.702148
	Iteration 22Q: 3 clusters Score -2793937 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29536 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2793949.500000 Penalty: 3350.702148
	Iteration 23Q: 3 clusters Score -2793950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2793977.250000 Penalty: 3350.702148
	Iteration 24Q: 3 clusters Score -2793977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2793985.000000 Penalty: 3350.702148
	Iteration 25Q: 3 clusters Score -2793985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2793994.000000 Penalty: 3350.702148
	Iteration 26Q: 3 clusters Score -2793994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2794008.500000 Penalty: 3350.702148
	Iteration 27Q: 3 clusters Score -2794008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2794009.750000 Penalty: 3350.702148
	Iteration 28Q: 3 clusters Score -2794010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2794013.500000 Penalty: 3350.702148
	Iteration 29Q: 3 clusters Score -2794014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2794018.500000 Penalty: 3350.702148
	Iteration 30Q: 3 clusters Score -2794018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2794018.000000 Penalty: 3350.702148
	Iteration 31Q: 3 clusters Score -2794018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2794021.500000 Penalty: 3350.702148
	Iteration 32Q: 3 clusters Score -2794022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2794021.500000 Penalty: 3350.702148
	Iteration 33F: 3 clusters Score -2794022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -378969.750000 Penalty: 1374.334473
	Iteration 0F: 2 clusters Score -378969.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -375227.031250 Penalty: 2748.668945
	Iteration 0F: 3 clusters Score -375227 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -376352.718750 Penalty: 2748.668945
	Iteration 1F: 3 clusters Score -376352.7 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -376729.406250 Penalty: 2748.668945
	Iteration 2F: 3 clusters Score -376729.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -377091.031250 Penalty: 2748.668945
	Iteration 3F: 3 clusters Score -377091 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -377324.000000 Penalty: 2748.668945
	Iteration 4F: 3 clusters Score -377324 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -377515.281250 Penalty: 2748.668945
	Iteration 5F: 3 clusters Score -377515.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -377661.906250 Penalty: 2748.668945
	Iteration 6Q: 3 clusters Score -377661.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -377778.312500 Penalty: 2748.668945
	Iteration 7Q: 3 clusters Score -377778.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -377883.000000 Penalty: 2748.668945
	Iteration 8Q: 3 clusters Score -377883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -377986.062500 Penalty: 2748.668945
	Iteration 9Q: 3 clusters Score -377986.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -378056.375000 Penalty: 2748.668945
	Iteration 10Q: 3 clusters Score -378056.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -378112.625000 Penalty: 2748.668945
	Iteration 11Q: 3 clusters Score -378112.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -378164.687500 Penalty: 2748.668945
	Iteration 12Q: 3 clusters Score -378164.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -378210.812500 Penalty: 2748.668945
	Iteration 13Q: 3 clusters Score -378210.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -378251.687500 Penalty: 2748.668945
	Iteration 14Q: 3 clusters Score -378251.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -378286.375000 Penalty: 2748.668945
	Iteration 15Q: 3 clusters Score -378286.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -378314.062500 Penalty: 2748.668945
	Iteration 16Q: 3 clusters Score -378314.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -378339.625000 Penalty: 2748.668945
	Iteration 17Q: 3 clusters Score -378339.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -378360.218750 Penalty: 2748.668945
	Iteration 18Q: 3 clusters Score -378360.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -378377.593750 Penalty: 2748.668945
	Iteration 19Q: 3 clusters Score -378377.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -378394.937500 Penalty: 2748.668945
	Iteration 20F: 3 clusters Score -378394.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -378403.625000 Penalty: 2748.668945
	Iteration 21Q: 3 clusters Score -378403.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -378410.125000 Penalty: 2748.668945
	Iteration 22Q: 3 clusters Score -378410.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -378420.062500 Penalty: 2748.668945
	Iteration 23Q: 3 clusters Score -378420.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -378432.875000 Penalty: 2748.668945
	Iteration 24Q: 3 clusters Score -378432.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -378445.125000 Penalty: 2748.668945
	Iteration 25Q: 3 clusters Score -378445.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -378456.031250 Penalty: 2748.668945
	Iteration 26Q: 3 clusters Score -378456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -378464.625000 Penalty: 2748.668945
	Iteration 27Q: 3 clusters Score -378464.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -378475.718750 Penalty: 2748.668945
	Iteration 28Q: 3 clusters Score -378475.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -378483.812500 Penalty: 2748.668945
	Iteration 29Q: 3 clusters Score -378483.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -378493.687500 Penalty: 2748.668945
	Iteration 30Q: 3 clusters Score -378493.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -378499.375000 Penalty: 2748.668945
	Iteration 31Q: 3 clusters Score -378499.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -378501.218750 Penalty: 2748.668945
	Iteration 32Q: 3 clusters Score -378501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -378502.312500 Penalty: 2748.668945
	Iteration 33Q: 3 clusters Score -378502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -378504.125000 Penalty: 2748.668945
	Iteration 34Q: 3 clusters Score -378504.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -378505.062500 Penalty: 2748.668945
	Iteration 35Q: 3 clusters Score -378505.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -378505.062500 Penalty: 2748.668945
	Iteration 36F: 3 clusters Score -378505.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -134515.125000 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -134515.1 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 799 members 
Entering Unmasked Estep 
Score: -132692.687500 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -132692.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -133044.078125 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -133044.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133156.843750 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -133156.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -133226.390625 Penalty: 2390.583252
	Iteration 3F: 3 clusters Score -133226.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -133294.765625 Penalty: 2390.583252
	Iteration 4Q: 3 clusters Score -133294.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -133356.984375 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -133357 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -133412.546875 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -133412.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -133454.140625 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -133454.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -133491.343750 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -133491.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -133519.187500 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -133519.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133539.843750 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -133539.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -133558.234375 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -133558.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -133587.437500 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -133587.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -133611.781250 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -133611.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133631.906250 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -133631.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -133645.812500 Penalty: 2390.583252
	Iteration 15Q: 3 clusters Score -133645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -133654.390625 Penalty: 2390.583252
	Iteration 16Q: 3 clusters Score -133654.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -133661.765625 Penalty: 2390.583252
	Iteration 17Q: 3 clusters Score -133661.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -133668.812500 Penalty: 2390.583252
	Iteration 18Q: 3 clusters Score -133668.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -133672.421875 Penalty: 2390.583252
	Iteration 19Q: 3 clusters Score -133672.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -133677.500000 Penalty: 2390.583252
	Iteration 20F: 3 clusters Score -133677.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -133680.406250 Penalty: 2390.583252
	Iteration 21Q: 3 clusters Score -133680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -133682.656250 Penalty: 2390.583252
	Iteration 22Q: 3 clusters Score -133682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -133685.000000 Penalty: 2390.583252
	Iteration 23Q: 3 clusters Score -133685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -133686.734375 Penalty: 2390.583252
	Iteration 24Q: 3 clusters Score -133686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -133688.125000 Penalty: 2390.583252
	Iteration 25Q: 3 clusters Score -133688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -133690.093750 Penalty: 2390.583252
	Iteration 26Q: 3 clusters Score -133690.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -133690.953125 Penalty: 2390.583252
	Iteration 27Q: 3 clusters Score -133691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -133694.171875 Penalty: 2390.583252
	Iteration 28Q: 3 clusters Score -133694.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -133695.828125 Penalty: 2390.583252
	Iteration 29Q: 3 clusters Score -133695.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -133697.125000 Penalty: 2390.583252
	Iteration 30Q: 3 clusters Score -133697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -133697.562500 Penalty: 2390.583252
	Iteration 31Q: 3 clusters Score -133697.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133697.968750 Penalty: 2390.583252
	Iteration 32Q: 3 clusters Score -133698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -133697.968750 Penalty: 2390.583252
	Iteration 33F: 3 clusters Score -133698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (65047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65047 members 
Entering Unmasked Estep 
Score: -6046759.500000 Penalty: 1800.965698
	Iteration 0F: 2 clusters Score -6046760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -6003457.000000 Penalty: 3601.931396
	Iteration 0F: 3 clusters Score -6003457 nChanged 30690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -6021577.000000 Penalty: 3601.931396
	Iteration 1F: 3 clusters Score -6021577 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -6022802.000000 Penalty: 3601.931396
	Iteration 2Q: 3 clusters Score -6022802 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -6024479.000000 Penalty: 3601.931396
	Iteration 3F: 3 clusters Score -6024479 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6026951.500000 Penalty: 3601.931396
	Iteration 4F: 3 clusters Score -6026952 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -6030275.000000 Penalty: 3601.931396
	Iteration 5F: 3 clusters Score -6030275 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -6034173.500000 Penalty: 3601.931396
	Iteration 6F: 3 clusters Score -6034174 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56402 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -6038048.000000 Penalty: 3601.931396
	Iteration 7F: 3 clusters Score -6038048 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6040928.500000 Penalty: 3601.931396
	Iteration 8F: 3 clusters Score -6040928 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -6042750.500000 Penalty: 3601.931396
	Iteration 9Q: 3 clusters Score -6042750 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63229 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6043843.500000 Penalty: 3601.931396
	Iteration 10Q: 3 clusters Score -6043844 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63913 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -6044458.000000 Penalty: 3601.931396
	Iteration 11Q: 3 clusters Score -6044458 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64255 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6044790.000000 Penalty: 3601.931396
	Iteration 12Q: 3 clusters Score -6044790 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64441 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6044943.500000 Penalty: 3601.931396
	Iteration 13Q: 3 clusters Score -6044944 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6045027.000000 Penalty: 3601.931396
	Iteration 14Q: 3 clusters Score -6045027 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64589 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6045064.000000 Penalty: 3601.931396
	Iteration 15Q: 3 clusters Score -6045064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64622 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6045087.000000 Penalty: 3601.931396
	Iteration 16Q: 3 clusters Score -6045087 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6045119.000000 Penalty: 3601.931396
	Iteration 17Q: 3 clusters Score -6045119 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64669 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6045143.500000 Penalty: 3601.931396
	Iteration 18Q: 3 clusters Score -6045144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64688 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6045167.000000 Penalty: 3601.931396
	Iteration 19Q: 3 clusters Score -6045167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64695 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6045193.000000 Penalty: 3601.931396
	Iteration 20F: 3 clusters Score -6045193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6045218.000000 Penalty: 3601.931396
	Iteration 21Q: 3 clusters Score -6045218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6045233.500000 Penalty: 3601.931396
	Iteration 22Q: 3 clusters Score -6045234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64726 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6045252.000000 Penalty: 3601.931396
	Iteration 23Q: 3 clusters Score -6045252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64733 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6045262.000000 Penalty: 3601.931396
	Iteration 24Q: 3 clusters Score -6045262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64738 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6045264.500000 Penalty: 3601.931396
	Iteration 25Q: 3 clusters Score -6045264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6045259.500000 Penalty: 3601.931396
	Iteration 26Q: 3 clusters Score -6045260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6045265.500000 Penalty: 3601.931396
	Iteration 27Q: 3 clusters Score -6045266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6045269.000000 Penalty: 3601.931396
	Iteration 28Q: 3 clusters Score -6045269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6045269.000000 Penalty: 3601.931396
	Iteration 29F: 3 clusters Score -6045269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (14327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Entering Unmasked Estep 
Score: -1268055.375000 Penalty: 1555.109009
	Iteration 0F: 2 clusters Score -1268055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1258158.875000 Penalty: 3110.218018
	Iteration 0F: 3 clusters Score -1258159 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1261721.000000 Penalty: 3110.218018
	Iteration 1F: 3 clusters Score -1261721 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1262029.625000 Penalty: 3110.218018
	Iteration 2F: 3 clusters Score -1262030 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1262292.250000 Penalty: 3110.218018
	Iteration 3Q: 3 clusters Score -1262292 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1262538.500000 Penalty: 3110.218018
	Iteration 4Q: 3 clusters Score -1262538 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1262820.875000 Penalty: 3110.218018
	Iteration 5Q: 3 clusters Score -1262821 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1263129.500000 Penalty: 3110.218018
	Iteration 6Q: 3 clusters Score -1263130 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1263456.375000 Penalty: 3110.218018
	Iteration 7Q: 3 clusters Score -1263456 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1263767.250000 Penalty: 3110.218018
	Iteration 8Q: 3 clusters Score -1263767 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1264083.625000 Penalty: 3110.218018
	Iteration 9Q: 3 clusters Score -1264084 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1264371.375000 Penalty: 3110.218018
	Iteration 10Q: 3 clusters Score -1264371 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1264610.625000 Penalty: 3110.218018
	Iteration 11Q: 3 clusters Score -1264611 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1264805.000000 Penalty: 3110.218018
	Iteration 12Q: 3 clusters Score -1264805 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1264989.625000 Penalty: 3110.218018
	Iteration 13Q: 3 clusters Score -1264990 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1265131.750000 Penalty: 3110.218018
	Iteration 14Q: 3 clusters Score -1265132 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1265241.000000 Penalty: 3110.218018
	Iteration 15Q: 3 clusters Score -1265241 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1265330.500000 Penalty: 3110.218018
	Iteration 16Q: 3 clusters Score -1265330 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1265393.750000 Penalty: 3110.218018
	Iteration 17Q: 3 clusters Score -1265394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1265448.875000 Penalty: 3110.218018
	Iteration 18Q: 3 clusters Score -1265449 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1265494.625000 Penalty: 3110.218018
	Iteration 19Q: 3 clusters Score -1265495 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1265531.625000 Penalty: 3110.218018
	Iteration 20F: 3 clusters Score -1265532 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1265567.375000 Penalty: 3110.218018
	Iteration 21Q: 3 clusters Score -1265567 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1265595.750000 Penalty: 3110.218018
	Iteration 22Q: 3 clusters Score -1265596 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1265631.750000 Penalty: 3110.218018
	Iteration 23Q: 3 clusters Score -1265632 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1265659.125000 Penalty: 3110.218018
	Iteration 24Q: 3 clusters Score -1265659 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1265692.750000 Penalty: 3110.218018
	Iteration 25Q: 3 clusters Score -1265693 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1265714.250000 Penalty: 3110.218018
	Iteration 26Q: 3 clusters Score -1265714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1265742.250000 Penalty: 3110.218018
	Iteration 27Q: 3 clusters Score -1265742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1265763.625000 Penalty: 3110.218018
	Iteration 28Q: 3 clusters Score -1265764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1265784.000000 Penalty: 3110.218018
	Iteration 29Q: 3 clusters Score -1265784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1265800.000000 Penalty: 3110.218018
	Iteration 30Q: 3 clusters Score -1265800 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1265815.250000 Penalty: 3110.218018
	Iteration 31Q: 3 clusters Score -1265815 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1265833.375000 Penalty: 3110.218018
	Iteration 32Q: 3 clusters Score -1265833 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1265859.250000 Penalty: 3110.218018
	Iteration 33Q: 3 clusters Score -1265859 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1265886.875000 Penalty: 3110.218018
	Iteration 34Q: 3 clusters Score -1265887 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1265914.750000 Penalty: 3110.218018
	Iteration 35Q: 3 clusters Score -1265915 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1265941.500000 Penalty: 3110.218018
	Iteration 36Q: 3 clusters Score -1265942 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1265963.000000 Penalty: 3110.218018
	Iteration 37Q: 3 clusters Score -1265963 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1265983.000000 Penalty: 3110.218018
	Iteration 38Q: 3 clusters Score -1265983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1266003.375000 Penalty: 3110.218018
	Iteration 39Q: 3 clusters Score -1266003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1266023.000000 Penalty: 3110.218018
	Iteration 40F: 3 clusters Score -1266023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1266036.875000 Penalty: 3110.218018
	Iteration 41Q: 3 clusters Score -1266037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1266049.125000 Penalty: 3110.218018
	Iteration 42Q: 3 clusters Score -1266049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1266062.875000 Penalty: 3110.218018
	Iteration 43Q: 3 clusters Score -1266063 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1266085.125000 Penalty: 3110.218018
	Iteration 44Q: 3 clusters Score -1266085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1266112.875000 Penalty: 3110.218018
	Iteration 45Q: 3 clusters Score -1266113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1266149.375000 Penalty: 3110.218018
	Iteration 46Q: 3 clusters Score -1266149 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1266209.250000 Penalty: 3110.218018
	Iteration 47Q: 3 clusters Score -1266209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1266251.625000 Penalty: 3110.218018
	Iteration 48Q: 3 clusters Score -1266252 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1266299.125000 Penalty: 3110.218018
	Iteration 49Q: 3 clusters Score -1266299 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1266339.125000 Penalty: 3110.218018
	Iteration 50Q: 3 clusters Score -1266339 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1266391.250000 Penalty: 3110.218018
	Iteration 51Q: 3 clusters Score -1266391 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1266455.625000 Penalty: 3110.218018
	Iteration 52Q: 3 clusters Score -1266456 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1266523.375000 Penalty: 3110.218018
	Iteration 53Q: 3 clusters Score -1266523 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1266605.125000 Penalty: 3110.218018
	Iteration 54Q: 3 clusters Score -1266605 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1266716.125000 Penalty: 3110.218018
	Iteration 55Q: 3 clusters Score -1266716 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1266885.875000 Penalty: 3110.218018
	Iteration 56Q: 3 clusters Score -1266886 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1267009.500000 Penalty: 3110.218018
	Iteration 57Q: 3 clusters Score -1267010 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1267084.750000 Penalty: 3110.218018
	Iteration 58Q: 3 clusters Score -1267085 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1267129.875000 Penalty: 3110.218018
	Iteration 59Q: 3 clusters Score -1267130 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1267165.750000 Penalty: 3110.218018
	Iteration 60F: 3 clusters Score -1267166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1267175.125000 Penalty: 3110.218018
	Iteration 61Q: 3 clusters Score -1267175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1267180.500000 Penalty: 3110.218018
	Iteration 62Q: 3 clusters Score -1267180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1267186.625000 Penalty: 3110.218018
	Iteration 63Q: 3 clusters Score -1267187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1267192.875000 Penalty: 3110.218018
	Iteration 64Q: 3 clusters Score -1267193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1267195.000000 Penalty: 3110.218018
	Iteration 65Q: 3 clusters Score -1267195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1267197.750000 Penalty: 3110.218018
	Iteration 66Q: 3 clusters Score -1267198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1267195.375000 Penalty: 3110.218018
	Iteration 67Q: 3 clusters Score -1267195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1267196.750000 Penalty: 3110.218018
	Iteration 68Q: 3 clusters Score -1267197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1267197.875000 Penalty: 3110.218018
	Iteration 69Q: 3 clusters Score -1267198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1267199.875000 Penalty: 3110.218018
	Iteration 70Q: 3 clusters Score -1267200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1267197.250000 Penalty: 3110.218018
	Iteration 71Q: 3 clusters Score -1267197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1267197.250000 Penalty: 3110.218018
	Iteration 72Q: 3 clusters Score -1267197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1267198.875000 Penalty: 3110.218018
	Iteration 73Q: 3 clusters Score -1267199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1267200.125000 Penalty: 3110.218018
	Iteration 74Q: 3 clusters Score -1267200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1267200.250000 Penalty: 3110.218018
	Iteration 75Q: 3 clusters Score -1267200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1267201.125000 Penalty: 3110.218018
	Iteration 76Q: 3 clusters Score -1267201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1267201.000000 Penalty: 3110.218018
	Iteration 77Q: 3 clusters Score -1267201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1267201.250000 Penalty: 3110.218018
	Iteration 78Q: 3 clusters Score -1267201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1267202.250000 Penalty: 3110.218018
	Iteration 79Q: 3 clusters Score -1267202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1267201.750000 Penalty: 3110.218018
	Iteration 80F: 3 clusters Score -1267202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1267203.875000 Penalty: 3110.218018
	Iteration 81Q: 3 clusters Score -1267204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1267201.500000 Penalty: 3110.218018
	Iteration 82Q: 3 clusters Score -1267202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1267201.875000 Penalty: 3110.218018
	Iteration 83Q: 3 clusters Score -1267202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1267201.875000 Penalty: 3110.218018
	Iteration 84F: 3 clusters Score -1267202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Entering Unmasked Estep 
Score: -221365.000000 Penalty: 1269.511475
	Iteration 0F: 2 clusters Score -221365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -218970.781250 Penalty: 2539.022949
	Iteration 0F: 3 clusters Score -218970.8 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -219519.265625 Penalty: 2539.022949
	Iteration 1F: 3 clusters Score -219519.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219682.093750 Penalty: 2539.022949
	Iteration 2F: 3 clusters Score -219682.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -219770.671875 Penalty: 2539.022949
	Iteration 3F: 3 clusters Score -219770.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -219827.500000 Penalty: 2539.022949
	Iteration 4Q: 3 clusters Score -219827.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219867.921875 Penalty: 2539.022949
	Iteration 5Q: 3 clusters Score -219867.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219893.093750 Penalty: 2539.022949
	Iteration 6Q: 3 clusters Score -219893.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -219915.078125 Penalty: 2539.022949
	Iteration 7Q: 3 clusters Score -219915.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219929.156250 Penalty: 2539.022949
	Iteration 8Q: 3 clusters Score -219929.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -219942.562500 Penalty: 2539.022949
	Iteration 9Q: 3 clusters Score -219942.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -219957.906250 Penalty: 2539.022949
	Iteration 10Q: 3 clusters Score -219957.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -219976.968750 Penalty: 2539.022949
	Iteration 11Q: 3 clusters Score -219977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -219992.687500 Penalty: 2539.022949
	Iteration 12Q: 3 clusters Score -219992.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -220009.156250 Penalty: 2539.022949
	Iteration 13Q: 3 clusters Score -220009.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -220027.140625 Penalty: 2539.022949
	Iteration 14Q: 3 clusters Score -220027.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -220039.875000 Penalty: 2539.022949
	Iteration 15Q: 3 clusters Score -220039.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -220055.968750 Penalty: 2539.022949
	Iteration 16Q: 3 clusters Score -220056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -220069.359375 Penalty: 2539.022949
	Iteration 17Q: 3 clusters Score -220069.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -220087.421875 Penalty: 2539.022949
	Iteration 18Q: 3 clusters Score -220087.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220105.390625 Penalty: 2539.022949
	Iteration 19Q: 3 clusters Score -220105.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -220122.734375 Penalty: 2539.022949
	Iteration 20F: 3 clusters Score -220122.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220139.890625 Penalty: 2539.022949
	Iteration 21Q: 3 clusters Score -220139.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -220157.875000 Penalty: 2539.022949
	Iteration 22Q: 3 clusters Score -220157.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220180.484375 Penalty: 2539.022949
	Iteration 23Q: 3 clusters Score -220180.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -220207.718750 Penalty: 2539.022949
	Iteration 24Q: 3 clusters Score -220207.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220235.015625 Penalty: 2539.022949
	Iteration 25Q: 3 clusters Score -220235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220257.828125 Penalty: 2539.022949
	Iteration 26Q: 3 clusters Score -220257.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -220277.890625 Penalty: 2539.022949
	Iteration 27Q: 3 clusters Score -220277.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -220295.062500 Penalty: 2539.022949
	Iteration 28Q: 3 clusters Score -220295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -220309.625000 Penalty: 2539.022949
	Iteration 29Q: 3 clusters Score -220309.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -220320.890625 Penalty: 2539.022949
	Iteration 30Q: 3 clusters Score -220320.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220334.390625 Penalty: 2539.022949
	Iteration 31Q: 3 clusters Score -220334.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -220352.375000 Penalty: 2539.022949
	Iteration 32Q: 3 clusters Score -220352.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220378.656250 Penalty: 2539.022949
	Iteration 33Q: 3 clusters Score -220378.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -220405.578125 Penalty: 2539.022949
	Iteration 34Q: 3 clusters Score -220405.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -220423.000000 Penalty: 2539.022949
	Iteration 35Q: 3 clusters Score -220423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -220440.000000 Penalty: 2539.022949
	Iteration 36Q: 3 clusters Score -220440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -220459.687500 Penalty: 2539.022949
	Iteration 37Q: 3 clusters Score -220459.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -220485.359375 Penalty: 2539.022949
	Iteration 38Q: 3 clusters Score -220485.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -220525.140625 Penalty: 2539.022949
	Iteration 39Q: 3 clusters Score -220525.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -220548.750000 Penalty: 2539.022949
	Iteration 40F: 3 clusters Score -220548.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -220581.546875 Penalty: 2539.022949
	Iteration 41Q: 3 clusters Score -220581.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -220611.125000 Penalty: 2539.022949
	Iteration 42Q: 3 clusters Score -220611.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -220633.750000 Penalty: 2539.022949
	Iteration 43Q: 3 clusters Score -220633.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -220646.234375 Penalty: 2539.022949
	Iteration 44Q: 3 clusters Score -220646.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -220650.125000 Penalty: 2539.022949
	Iteration 45Q: 3 clusters Score -220650.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -220653.640625 Penalty: 2539.022949
	Iteration 46Q: 3 clusters Score -220653.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220654.984375 Penalty: 2539.022949
	Iteration 47Q: 3 clusters Score -220655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -220654.984375 Penalty: 2539.022949
	Iteration 48F: 3 clusters Score -220655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Entering Unmasked Estep 
Score: -438784.000000 Penalty: 1375.742920
	Iteration 0F: 2 clusters Score -438784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -434989.406250 Penalty: 2751.485840
	Iteration 0F: 3 clusters Score -434989.4 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -436040.156250 Penalty: 2751.485840
	Iteration 1F: 3 clusters Score -436040.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -436179.281250 Penalty: 2751.485840
	Iteration 2F: 3 clusters Score -436179.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -436291.656250 Penalty: 2751.485840
	Iteration 3Q: 3 clusters Score -436291.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -436386.750000 Penalty: 2751.485840
	Iteration 4Q: 3 clusters Score -436386.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -436471.312500 Penalty: 2751.485840
	Iteration 5Q: 3 clusters Score -436471.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -436561.312500 Penalty: 2751.485840
	Iteration 6Q: 3 clusters Score -436561.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -436661.406250 Penalty: 2751.485840
	Iteration 7Q: 3 clusters Score -436661.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -436772.125000 Penalty: 2751.485840
	Iteration 8Q: 3 clusters Score -436772.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -436878.250000 Penalty: 2751.485840
	Iteration 9Q: 3 clusters Score -436878.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -436997.375000 Penalty: 2751.485840
	Iteration 10Q: 3 clusters Score -436997.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -437102.625000 Penalty: 2751.485840
	Iteration 11Q: 3 clusters Score -437102.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -437209.656250 Penalty: 2751.485840
	Iteration 12Q: 3 clusters Score -437209.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -437301.250000 Penalty: 2751.485840
	Iteration 13Q: 3 clusters Score -437301.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -437384.250000 Penalty: 2751.485840
	Iteration 14Q: 3 clusters Score -437384.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -437450.250000 Penalty: 2751.485840
	Iteration 15Q: 3 clusters Score -437450.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -437505.375000 Penalty: 2751.485840
	Iteration 16Q: 3 clusters Score -437505.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -437538.312500 Penalty: 2751.485840
	Iteration 17Q: 3 clusters Score -437538.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -437561.250000 Penalty: 2751.485840
	Iteration 18Q: 3 clusters Score -437561.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -437579.968750 Penalty: 2751.485840
	Iteration 19Q: 3 clusters Score -437580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -437592.906250 Penalty: 2751.485840
	Iteration 20F: 3 clusters Score -437592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -437600.156250 Penalty: 2751.485840
	Iteration 21Q: 3 clusters Score -437600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -437602.000000 Penalty: 2751.485840
	Iteration 22Q: 3 clusters Score -437602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -437605.781250 Penalty: 2751.485840
	Iteration 23Q: 3 clusters Score -437605.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -437611.031250 Penalty: 2751.485840
	Iteration 24Q: 3 clusters Score -437611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -437611.031250 Penalty: 2751.485840
	Iteration 25F: 3 clusters Score -437611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Entering Unmasked Estep 
Score: -119574.625000 Penalty: 1192.463745
	Iteration 0F: 2 clusters Score -119574.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117870.804688 Penalty: 2384.927490
	Iteration 0F: 3 clusters Score -117870.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118335.093750 Penalty: 2384.927490
	Iteration 1F: 3 clusters Score -118335.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118539.039062 Penalty: 2384.927490
	Iteration 2F: 3 clusters Score -118539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -118653.609375 Penalty: 2384.927490
	Iteration 3F: 3 clusters Score -118653.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118713.484375 Penalty: 2384.927490
	Iteration 4Q: 3 clusters Score -118713.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118752.390625 Penalty: 2384.927490
	Iteration 5Q: 3 clusters Score -118752.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -118777.234375 Penalty: 2384.927490
	Iteration 6Q: 3 clusters Score -118777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -118792.734375 Penalty: 2384.927490
	Iteration 7Q: 3 clusters Score -118792.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -118805.140625 Penalty: 2384.927490
	Iteration 8Q: 3 clusters Score -118805.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118817.843750 Penalty: 2384.927490
	Iteration 9Q: 3 clusters Score -118817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118821.492188 Penalty: 2384.927490
	Iteration 10Q: 3 clusters Score -118821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118825.500000 Penalty: 2384.927490
	Iteration 11Q: 3 clusters Score -118825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -118829.117188 Penalty: 2384.927490
	Iteration 12Q: 3 clusters Score -118829.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -118829.914062 Penalty: 2384.927490
	Iteration 13Q: 3 clusters Score -118829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -118830.679688 Penalty: 2384.927490
	Iteration 14Q: 3 clusters Score -118830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -118831.734375 Penalty: 2384.927490
	Iteration 15Q: 3 clusters Score -118831.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118831.812500 Penalty: 2384.927490
	Iteration 16Q: 3 clusters Score -118831.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118831.812500 Penalty: 2384.927490
	Iteration 17F: 3 clusters Score -118831.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Entering Unmasked Estep 
Score: -563113.125000 Penalty: 1420.849854
	Iteration 0F: 2 clusters Score -563113.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -558385.250000 Penalty: 2841.699707
	Iteration 0F: 3 clusters Score -558385.2 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -560013.437500 Penalty: 2841.699707
	Iteration 1F: 3 clusters Score -560013.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -560567.937500 Penalty: 2841.699707
	Iteration 2F: 3 clusters Score -560567.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -561156.062500 Penalty: 2841.699707
	Iteration 3F: 3 clusters Score -561156.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -561644.812500 Penalty: 2841.699707
	Iteration 4F: 3 clusters Score -561644.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -561960.750000 Penalty: 2841.699707
	Iteration 5F: 3 clusters Score -561960.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -562135.750000 Penalty: 2841.699707
	Iteration 6Q: 3 clusters Score -562135.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -562243.562500 Penalty: 2841.699707
	Iteration 7Q: 3 clusters Score -562243.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -562338.375000 Penalty: 2841.699707
	Iteration 8Q: 3 clusters Score -562338.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -562404.625000 Penalty: 2841.699707
	Iteration 9Q: 3 clusters Score -562404.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -562450.062500 Penalty: 2841.699707
	Iteration 10Q: 3 clusters Score -562450.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -562490.875000 Penalty: 2841.699707
	Iteration 11Q: 3 clusters Score -562490.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -562536.375000 Penalty: 2841.699707
	Iteration 12Q: 3 clusters Score -562536.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -562591.187500 Penalty: 2841.699707
	Iteration 13Q: 3 clusters Score -562591.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -562643.625000 Penalty: 2841.699707
	Iteration 14Q: 3 clusters Score -562643.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -562675.562500 Penalty: 2841.699707
	Iteration 15Q: 3 clusters Score -562675.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -562706.687500 Penalty: 2841.699707
	Iteration 16Q: 3 clusters Score -562706.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -562728.687500 Penalty: 2841.699707
	Iteration 17Q: 3 clusters Score -562728.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -562753.500000 Penalty: 2841.699707
	Iteration 18Q: 3 clusters Score -562753.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -562785.562500 Penalty: 2841.699707
	Iteration 19Q: 3 clusters Score -562785.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -562813.125000 Penalty: 2841.699707
	Iteration 20F: 3 clusters Score -562813.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -562835.187500 Penalty: 2841.699707
	Iteration 21Q: 3 clusters Score -562835.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -562853.312500 Penalty: 2841.699707
	Iteration 22Q: 3 clusters Score -562853.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -562861.875000 Penalty: 2841.699707
	Iteration 23Q: 3 clusters Score -562861.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -562869.437500 Penalty: 2841.699707
	Iteration 24Q: 3 clusters Score -562869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -562873.812500 Penalty: 2841.699707
	Iteration 25Q: 3 clusters Score -562873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -562877.687500 Penalty: 2841.699707
	Iteration 26Q: 3 clusters Score -562877.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -562879.812500 Penalty: 2841.699707
	Iteration 27Q: 3 clusters Score -562879.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -562880.875000 Penalty: 2841.699707
	Iteration 28Q: 3 clusters Score -562880.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -562881.562500 Penalty: 2841.699707
	Iteration 29Q: 3 clusters Score -562881.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -562883.187500 Penalty: 2841.699707
	Iteration 30Q: 3 clusters Score -562883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -562882.875000 Penalty: 2841.699707
	Iteration 31Q: 3 clusters Score -562882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -562884.937500 Penalty: 2841.699707
	Iteration 32Q: 3 clusters Score -562884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -562886.750000 Penalty: 2841.699707
	Iteration 33Q: 3 clusters Score -562886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -562887.562500 Penalty: 2841.699707
	Iteration 34Q: 3 clusters Score -562887.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -562888.437500 Penalty: 2841.699707
	Iteration 35Q: 3 clusters Score -562888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -562888.250000 Penalty: 2841.699707
	Iteration 36Q: 3 clusters Score -562888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -562888.437500 Penalty: 2841.699707
	Iteration 37Q: 3 clusters Score -562888.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -562888.437500 Penalty: 2841.699707
	Iteration 38F: 3 clusters Score -562888.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Entering Unmasked Estep 
Score: -421320.187500 Penalty: 1376.493774
	Iteration 0F: 2 clusters Score -421320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -417552.781250 Penalty: 2752.987549
	Iteration 0F: 3 clusters Score -417552.8 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -418661.281250 Penalty: 2752.987549
	Iteration 1F: 3 clusters Score -418661.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -418864.218750 Penalty: 2752.987549
	Iteration 2F: 3 clusters Score -418864.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -418999.468750 Penalty: 2752.987549
	Iteration 3F: 3 clusters Score -418999.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -419094.312500 Penalty: 2752.987549
	Iteration 4Q: 3 clusters Score -419094.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -419182.656250 Penalty: 2752.987549
	Iteration 5Q: 3 clusters Score -419182.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -419260.125000 Penalty: 2752.987549
	Iteration 6Q: 3 clusters Score -419260.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -419333.843750 Penalty: 2752.987549
	Iteration 7Q: 3 clusters Score -419333.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -419402.781250 Penalty: 2752.987549
	Iteration 8Q: 3 clusters Score -419402.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -419465.468750 Penalty: 2752.987549
	Iteration 9Q: 3 clusters Score -419465.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -419527.687500 Penalty: 2752.987549
	Iteration 10Q: 3 clusters Score -419527.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -419596.406250 Penalty: 2752.987549
	Iteration 11Q: 3 clusters Score -419596.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -419669.687500 Penalty: 2752.987549
	Iteration 12Q: 3 clusters Score -419669.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -419782.500000 Penalty: 2752.987549
	Iteration 13Q: 3 clusters Score -419782.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -419923.218750 Penalty: 2752.987549
	Iteration 14Q: 3 clusters Score -419923.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -420080.125000 Penalty: 2752.987549
	Iteration 15Q: 3 clusters Score -420080.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -420221.187500 Penalty: 2752.987549
	Iteration 16Q: 3 clusters Score -420221.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -420343.781250 Penalty: 2752.987549
	Iteration 17Q: 3 clusters Score -420343.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -420447.437500 Penalty: 2752.987549
	Iteration 18Q: 3 clusters Score -420447.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -420523.406250 Penalty: 2752.987549
	Iteration 19Q: 3 clusters Score -420523.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -420567.718750 Penalty: 2752.987549
	Iteration 20F: 3 clusters Score -420567.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -420596.562500 Penalty: 2752.987549
	Iteration 21Q: 3 clusters Score -420596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -420616.781250 Penalty: 2752.987549
	Iteration 22Q: 3 clusters Score -420616.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -420626.750000 Penalty: 2752.987549
	Iteration 23Q: 3 clusters Score -420626.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -420634.656250 Penalty: 2752.987549
	Iteration 24Q: 3 clusters Score -420634.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -420640.156250 Penalty: 2752.987549
	Iteration 25Q: 3 clusters Score -420640.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -420645.843750 Penalty: 2752.987549
	Iteration 26Q: 3 clusters Score -420645.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -420661.812500 Penalty: 2752.987549
	Iteration 27Q: 3 clusters Score -420661.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -420677.375000 Penalty: 2752.987549
	Iteration 28Q: 3 clusters Score -420677.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -420697.781250 Penalty: 2752.987549
	Iteration 29Q: 3 clusters Score -420697.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -420746.562500 Penalty: 2752.987549
	Iteration 30Q: 3 clusters Score -420746.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -420797.937500 Penalty: 2752.987549
	Iteration 31Q: 3 clusters Score -420797.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -420848.218750 Penalty: 2752.987549
	Iteration 32Q: 3 clusters Score -420848.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -420871.250000 Penalty: 2752.987549
	Iteration 33Q: 3 clusters Score -420871.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -420882.531250 Penalty: 2752.987549
	Iteration 34Q: 3 clusters Score -420882.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -420890.687500 Penalty: 2752.987549
	Iteration 35Q: 3 clusters Score -420890.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -420900.312500 Penalty: 2752.987549
	Iteration 36Q: 3 clusters Score -420900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -420905.125000 Penalty: 2752.987549
	Iteration 37Q: 3 clusters Score -420905.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -420906.750000 Penalty: 2752.987549
	Iteration 38Q: 3 clusters Score -420906.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -420909.593750 Penalty: 2752.987549
	Iteration 39Q: 3 clusters Score -420909.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -420912.531250 Penalty: 2752.987549
	Iteration 40F: 3 clusters Score -420912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -420914.625000 Penalty: 2752.987549
	Iteration 41Q: 3 clusters Score -420914.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -420915.968750 Penalty: 2752.987549
	Iteration 42Q: 3 clusters Score -420916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -420918.062500 Penalty: 2752.987549
	Iteration 43Q: 3 clusters Score -420918.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -420919.031250 Penalty: 2752.987549
	Iteration 44Q: 3 clusters Score -420919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -420919.000000 Penalty: 2752.987549
	Iteration 45Q: 3 clusters Score -420919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -420919.406250 Penalty: 2752.987549
	Iteration 46Q: 3 clusters Score -420919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -420920.312500 Penalty: 2752.987549
	Iteration 47Q: 3 clusters Score -420920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -420920.718750 Penalty: 2752.987549
	Iteration 48Q: 3 clusters Score -420920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -420920.718750 Penalty: 2752.987549
	Iteration 49F: 3 clusters Score -420920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Entering Unmasked Estep 
Score: -1152996.375000 Penalty: 1539.676514
	Iteration 0F: 2 clusters Score -1152996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1143943.875000 Penalty: 3079.353027
	Iteration 0F: 3 clusters Score -1143944 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1146856.000000 Penalty: 3079.353027
	Iteration 1F: 3 clusters Score -1146856 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1147137.250000 Penalty: 3079.353027
	Iteration 2F: 3 clusters Score -1147137 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1147392.000000 Penalty: 3079.353027
	Iteration 3Q: 3 clusters Score -1147392 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1147669.125000 Penalty: 3079.353027
	Iteration 4Q: 3 clusters Score -1147669 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1147976.375000 Penalty: 3079.353027
	Iteration 5Q: 3 clusters Score -1147976 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1148319.875000 Penalty: 3079.353027
	Iteration 6Q: 3 clusters Score -1148320 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1148723.250000 Penalty: 3079.353027
	Iteration 7Q: 3 clusters Score -1148723 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1149184.875000 Penalty: 3079.353027
	Iteration 8F: 3 clusters Score -1149185 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1149690.500000 Penalty: 3079.353027
	Iteration 9F: 3 clusters Score -1149690 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1150195.125000 Penalty: 3079.353027
	Iteration 10F: 3 clusters Score -1150195 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1150624.750000 Penalty: 3079.353027
	Iteration 11Q: 3 clusters Score -1150625 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1151047.750000 Penalty: 3079.353027
	Iteration 12Q: 3 clusters Score -1151048 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1151473.625000 Penalty: 3079.353027
	Iteration 13Q: 3 clusters Score -1151474 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1151843.125000 Penalty: 3079.353027
	Iteration 14Q: 3 clusters Score -1151843 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1152155.875000 Penalty: 3079.353027
	Iteration 15Q: 3 clusters Score -1152156 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -1152363.000000 Penalty: 3079.353027
	Iteration 16Q: 3 clusters Score -1152363 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1152475.875000 Penalty: 3079.353027
	Iteration 17Q: 3 clusters Score -1152476 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1152546.250000 Penalty: 3079.353027
	Iteration 18Q: 3 clusters Score -1152546 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1152583.625000 Penalty: 3079.353027
	Iteration 19Q: 3 clusters Score -1152584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1152600.250000 Penalty: 3079.353027
	Iteration 20F: 3 clusters Score -1152600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1152609.375000 Penalty: 3079.353027
	Iteration 21Q: 3 clusters Score -1152609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1152617.375000 Penalty: 3079.353027
	Iteration 22Q: 3 clusters Score -1152617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1152626.625000 Penalty: 3079.353027
	Iteration 23Q: 3 clusters Score -1152627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1152635.000000 Penalty: 3079.353027
	Iteration 24Q: 3 clusters Score -1152635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1152636.125000 Penalty: 3079.353027
	Iteration 25Q: 3 clusters Score -1152636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1152638.500000 Penalty: 3079.353027
	Iteration 26Q: 3 clusters Score -1152638 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1152643.125000 Penalty: 3079.353027
	Iteration 27Q: 3 clusters Score -1152643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1152641.375000 Penalty: 3079.353027
	Iteration 28Q: 3 clusters Score -1152641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1152644.250000 Penalty: 3079.353027
	Iteration 29Q: 3 clusters Score -1152644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1152646.500000 Penalty: 3079.353027
	Iteration 30Q: 3 clusters Score -1152646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1152648.125000 Penalty: 3079.353027
	Iteration 31Q: 3 clusters Score -1152648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1152648.000000 Penalty: 3079.353027
	Iteration 32Q: 3 clusters Score -1152648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1152648.125000 Penalty: 3079.353027
	Iteration 33Q: 3 clusters Score -1152648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1152648.500000 Penalty: 3079.353027
	Iteration 34Q: 3 clusters Score -1152648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1152651.375000 Penalty: 3079.353027
	Iteration 35Q: 3 clusters Score -1152651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1152650.750000 Penalty: 3079.353027
	Iteration 36Q: 3 clusters Score -1152651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1152653.500000 Penalty: 3079.353027
	Iteration 37Q: 3 clusters Score -1152654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1152653.000000 Penalty: 3079.353027
	Iteration 38Q: 3 clusters Score -1152653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1152652.250000 Penalty: 3079.353027
	Iteration 39Q: 3 clusters Score -1152652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1152652.750000 Penalty: 3079.353027
	Iteration 40F: 3 clusters Score -1152653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1152653.000000 Penalty: 3079.353027
	Iteration 41Q: 3 clusters Score -1152653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1152655.000000 Penalty: 3079.353027
	Iteration 42Q: 3 clusters Score -1152655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1152656.375000 Penalty: 3079.353027
	Iteration 43Q: 3 clusters Score -1152656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1152656.375000 Penalty: 3079.353027
	Iteration 44F: 3 clusters Score -1152656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -101334.273438 Penalty: 1154.289795
	Iteration 0F: 2 clusters Score -101334.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -99778.585938 Penalty: 2308.579590
	Iteration 0F: 3 clusters Score -99778.59 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -100085.718750 Penalty: 2308.579590
	Iteration 1F: 3 clusters Score -100085.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -100163.539062 Penalty: 2308.579590
	Iteration 2F: 3 clusters Score -100163.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -100211.960938 Penalty: 2308.579590
	Iteration 3Q: 3 clusters Score -100212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -100235.281250 Penalty: 2308.579590
	Iteration 4Q: 3 clusters Score -100235.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -100256.171875 Penalty: 2308.579590
	Iteration 5Q: 3 clusters Score -100256.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -100268.843750 Penalty: 2308.579590
	Iteration 6Q: 3 clusters Score -100268.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -100277.132812 Penalty: 2308.579590
	Iteration 7Q: 3 clusters Score -100277.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -100282.531250 Penalty: 2308.579590
	Iteration 8Q: 3 clusters Score -100282.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -100286.804688 Penalty: 2308.579590
	Iteration 9Q: 3 clusters Score -100286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -100295.609375 Penalty: 2308.579590
	Iteration 10Q: 3 clusters Score -100295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -100302.828125 Penalty: 2308.579590
	Iteration 11Q: 3 clusters Score -100302.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -100313.421875 Penalty: 2308.579590
	Iteration 12Q: 3 clusters Score -100313.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -100320.328125 Penalty: 2308.579590
	Iteration 13Q: 3 clusters Score -100320.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -100327.609375 Penalty: 2308.579590
	Iteration 14Q: 3 clusters Score -100327.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100333.906250 Penalty: 2308.579590
	Iteration 15Q: 3 clusters Score -100333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100338.148438 Penalty: 2308.579590
	Iteration 16Q: 3 clusters Score -100338.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100347.593750 Penalty: 2308.579590
	Iteration 17Q: 3 clusters Score -100347.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100358.234375 Penalty: 2308.579590
	Iteration 18Q: 3 clusters Score -100358.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100363.460938 Penalty: 2308.579590
	Iteration 19Q: 3 clusters Score -100363.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100370.484375 Penalty: 2308.579590
	Iteration 20F: 3 clusters Score -100370.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100380.140625 Penalty: 2308.579590
	Iteration 21Q: 3 clusters Score -100380.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100394.304688 Penalty: 2308.579590
	Iteration 22Q: 3 clusters Score -100394.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -100409.539062 Penalty: 2308.579590
	Iteration 23Q: 3 clusters Score -100409.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -100432.273438 Penalty: 2308.579590
	Iteration 24Q: 3 clusters Score -100432.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -100452.828125 Penalty: 2308.579590
	Iteration 25Q: 3 clusters Score -100452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100470.187500 Penalty: 2308.579590
	Iteration 26Q: 3 clusters Score -100470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100478.062500 Penalty: 2308.579590
	Iteration 27Q: 3 clusters Score -100478.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -100491.468750 Penalty: 2308.579590
	Iteration 28Q: 3 clusters Score -100491.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -100501.242188 Penalty: 2308.579590
	Iteration 29Q: 3 clusters Score -100501.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -100509.093750 Penalty: 2308.579590
	Iteration 30Q: 3 clusters Score -100509.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -100513.148438 Penalty: 2308.579590
	Iteration 31Q: 3 clusters Score -100513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -100515.093750 Penalty: 2308.579590
	Iteration 32Q: 3 clusters Score -100515.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -100518.578125 Penalty: 2308.579590
	Iteration 33Q: 3 clusters Score -100518.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -100520.507812 Penalty: 2308.579590
	Iteration 34Q: 3 clusters Score -100520.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -100527.710938 Penalty: 2308.579590
	Iteration 35F: 3 clusters Score -100527.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -100556.945312 Penalty: 2308.579590
	Iteration 36Q: 3 clusters Score -100556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -100564.476562 Penalty: 2308.579590
	Iteration 37Q: 3 clusters Score -100564.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -100569.250000 Penalty: 2308.579590
	Iteration 38Q: 3 clusters Score -100569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -100571.312500 Penalty: 2308.579590
	Iteration 39Q: 3 clusters Score -100571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -100574.898438 Penalty: 2308.579590
	Iteration 40F: 3 clusters Score -100574.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -100579.007812 Penalty: 2308.579590
	Iteration 41Q: 3 clusters Score -100579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -100579.617188 Penalty: 2308.579590
	Iteration 42Q: 3 clusters Score -100579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -100579.875000 Penalty: 2308.579590
	Iteration 43Q: 3 clusters Score -100579.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -100580.187500 Penalty: 2308.579590
	Iteration 44Q: 3 clusters Score -100580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -100580.187500 Penalty: 2308.579590
	Iteration 45F: 3 clusters Score -100580.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Entering Unmasked Estep 
Score: -2325621.750000 Penalty: 1646.142090
	Iteration 0F: 2 clusters Score -2325622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2308624.000000 Penalty: 3292.284180
	Iteration 0F: 3 clusters Score -2308624 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2315064.750000 Penalty: 3292.284180
	Iteration 1F: 3 clusters Score -2315065 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2315528.500000 Penalty: 3292.284180
	Iteration 2Q: 3 clusters Score -2315528 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2316081.500000 Penalty: 3292.284180
	Iteration 3Q: 3 clusters Score -2316082 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -2316706.000000 Penalty: 3292.284180
	Iteration 4Q: 3 clusters Score -2316706 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2317614.750000 Penalty: 3292.284180
	Iteration 5F: 3 clusters Score -2317615 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2318678.000000 Penalty: 3292.284180
	Iteration 6F: 3 clusters Score -2318678 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2319751.000000 Penalty: 3292.284180
	Iteration 7F: 3 clusters Score -2319751 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2320701.750000 Penalty: 3292.284180
	Iteration 8F: 3 clusters Score -2320702 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2321459.000000 Penalty: 3292.284180
	Iteration 9Q: 3 clusters Score -2321459 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2322051.250000 Penalty: 3292.284180
	Iteration 10Q: 3 clusters Score -2322051 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -2322494.750000 Penalty: 3292.284180
	Iteration 11Q: 3 clusters Score -2322495 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2322797.750000 Penalty: 3292.284180
	Iteration 12Q: 3 clusters Score -2322798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2322969.250000 Penalty: 3292.284180
	Iteration 13Q: 3 clusters Score -2322969 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2323083.250000 Penalty: 3292.284180
	Iteration 14Q: 3 clusters Score -2323083 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -2323152.500000 Penalty: 3292.284180
	Iteration 15Q: 3 clusters Score -2323152 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2323207.000000 Penalty: 3292.284180
	Iteration 16Q: 3 clusters Score -2323207 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2323274.500000 Penalty: 3292.284180
	Iteration 17Q: 3 clusters Score -2323274 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2323346.250000 Penalty: 3292.284180
	Iteration 18Q: 3 clusters Score -2323346 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -2323417.000000 Penalty: 3292.284180
	Iteration 19Q: 3 clusters Score -2323417 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2323468.500000 Penalty: 3292.284180
	Iteration 20F: 3 clusters Score -2323468 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2323522.750000 Penalty: 3292.284180
	Iteration 21Q: 3 clusters Score -2323523 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2323566.500000 Penalty: 3292.284180
	Iteration 22Q: 3 clusters Score -2323566 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2323597.750000 Penalty: 3292.284180
	Iteration 23Q: 3 clusters Score -2323598 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2323612.000000 Penalty: 3292.284180
	Iteration 24Q: 3 clusters Score -2323612 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2323634.000000 Penalty: 3292.284180
	Iteration 25Q: 3 clusters Score -2323634 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2323657.250000 Penalty: 3292.284180
	Iteration 26Q: 3 clusters Score -2323657 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2323669.000000 Penalty: 3292.284180
	Iteration 27Q: 3 clusters Score -2323669 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2323675.500000 Penalty: 3292.284180
	Iteration 28Q: 3 clusters Score -2323676 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2323686.250000 Penalty: 3292.284180
	Iteration 29Q: 3 clusters Score -2323686 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2323699.750000 Penalty: 3292.284180
	Iteration 30Q: 3 clusters Score -2323700 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2323707.500000 Penalty: 3292.284180
	Iteration 31Q: 3 clusters Score -2323708 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2323712.750000 Penalty: 3292.284180
	Iteration 32Q: 3 clusters Score -2323713 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2323732.250000 Penalty: 3292.284180
	Iteration 33Q: 3 clusters Score -2323732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2323737.000000 Penalty: 3292.284180
	Iteration 34Q: 3 clusters Score -2323737 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2323745.500000 Penalty: 3292.284180
	Iteration 35Q: 3 clusters Score -2323746 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2323748.250000 Penalty: 3292.284180
	Iteration 36Q: 3 clusters Score -2323748 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2323754.000000 Penalty: 3292.284180
	Iteration 37Q: 3 clusters Score -2323754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2323750.750000 Penalty: 3292.284180
	Iteration 38Q: 3 clusters Score -2323751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2323753.250000 Penalty: 3292.284180
	Iteration 39Q: 3 clusters Score -2323753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2323760.250000 Penalty: 3292.284180
	Iteration 40F: 3 clusters Score -2323760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2323759.750000 Penalty: 3292.284180
	Iteration 41Q: 3 clusters Score -2323760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2323763.250000 Penalty: 3292.284180
	Iteration 42Q: 3 clusters Score -2323763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2323763.000000 Penalty: 3292.284180
	Iteration 43Q: 3 clusters Score -2323763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2323758.250000 Penalty: 3292.284180
	Iteration 44Q: 3 clusters Score -2323758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2323762.250000 Penalty: 3292.284180
	Iteration 45Q: 3 clusters Score -2323762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2323762.500000 Penalty: 3292.284180
	Iteration 46Q: 3 clusters Score -2323762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2323765.750000 Penalty: 3292.284180
	Iteration 47Q: 3 clusters Score -2323766 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2323763.750000 Penalty: 3292.284180
	Iteration 48Q: 3 clusters Score -2323764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2323760.250000 Penalty: 3292.284180
	Iteration 49Q: 3 clusters Score -2323760 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2323761.000000 Penalty: 3292.284180
	Iteration 50Q: 3 clusters Score -2323761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2323777.500000 Penalty: 3292.284180
	Iteration 51Q: 3 clusters Score -2323778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2323778.250000 Penalty: 3292.284180
	Iteration 52Q: 3 clusters Score -2323778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2323783.750000 Penalty: 3292.284180
	Iteration 53Q: 3 clusters Score -2323784 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2323784.250000 Penalty: 3292.284180
	Iteration 54Q: 3 clusters Score -2323784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -2323793.500000 Penalty: 3292.284180
	Iteration 55Q: 3 clusters Score -2323794 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2323791.250000 Penalty: 3292.284180
	Iteration 56Q: 3 clusters Score -2323791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -2323792.000000 Penalty: 3292.284180
	Iteration 57Q: 3 clusters Score -2323792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2323789.500000 Penalty: 3292.284180
	Iteration 58Q: 3 clusters Score -2323790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2323797.000000 Penalty: 3292.284180
	Iteration 59Q: 3 clusters Score -2323797 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2323800.250000 Penalty: 3292.284180
	Iteration 60F: 3 clusters Score -2323800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2323810.750000 Penalty: 3292.284180
	Iteration 61Q: 3 clusters Score -2323811 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -2323823.250000 Penalty: 3292.284180
	Iteration 62Q: 3 clusters Score -2323823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2323822.250000 Penalty: 3292.284180
	Iteration 63Q: 3 clusters Score -2323822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -2323839.500000 Penalty: 3292.284180
	Iteration 64Q: 3 clusters Score -2323840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2323838.250000 Penalty: 3292.284180
	Iteration 65Q: 3 clusters Score -2323838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2323852.750000 Penalty: 3292.284180
	Iteration 66Q: 3 clusters Score -2323853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2323873.000000 Penalty: 3292.284180
	Iteration 67Q: 3 clusters Score -2323873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2323873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -2323879.250000 Penalty: 3292.284180
	Iteration 69Q: 3 clusters Score -2323879 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2323893.000000 Penalty: 3292.284180
	Iteration 70Q: 3 clusters Score -2323893 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2323911.750000 Penalty: 3292.284180
	Iteration 71Q: 3 clusters Score -2323912 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2323930.750000 Penalty: 3292.284180
	Iteration 72Q: 3 clusters Score -2323931 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2323950.000000 Penalty: 3292.284180
	Iteration 73Q: 3 clusters Score -2323950 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2323983.500000 Penalty: 3292.284180
	Iteration 74Q: 3 clusters Score -2323984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2323998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -2324028.250000 Penalty: 3292.284180
	Iteration 76Q: 3 clusters Score -2324028 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2324074 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2324110 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2324161.000000 Penalty: 3292.284180
	Iteration 79Q: 3 clusters Score -2324161 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2324221.750000 Penalty: 3292.284180
	Iteration 80F: 3 clusters Score -2324222 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2324282.000000 Penalty: 3292.284180
	Iteration 81Q: 3 clusters Score -2324282 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2324333.000000 Penalty: 3292.284180
	Iteration 82Q: 3 clusters Score -2324333 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2324376.750000 Penalty: 3292.284180
	Iteration 83Q: 3 clusters Score -2324377 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2324430.500000 Penalty: 3292.284180
	Iteration 84Q: 3 clusters Score -2324430 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2324496 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2324530 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2324571.250000 Penalty: 3292.284180
	Iteration 87Q: 3 clusters Score -2324571 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2324595 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2324622.250000 Penalty: 3292.284180
	Iteration 89Q: 3 clusters Score -2324622 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2324640.000000 Penalty: 3292.284180
	Iteration 90Q: 3 clusters Score -2324640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2324656.500000 Penalty: 3292.284180
	Iteration 91Q: 3 clusters Score -2324656 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2324674.250000 Penalty: 3292.284180
	Iteration 92Q: 3 clusters Score -2324674 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2324692.250000 Penalty: 3292.284180
	Iteration 93Q: 3 clusters Score -2324692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2324714.500000 Penalty: 3292.284180
	Iteration 94Q: 3 clusters Score -2324714 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2324725.750000 Penalty: 3292.284180
	Iteration 95Q: 3 clusters Score -2324726 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2324737.750000 Penalty: 3292.284180
	Iteration 96Q: 3 clusters Score -2324738 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2324759.500000 Penalty: 3292.284180
	Iteration 97Q: 3 clusters Score -2324760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -2324761.750000 Penalty: 3292.284180
	Iteration 98Q: 3 clusters Score -2324762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2324773.250000 Penalty: 3292.284180
	Iteration 99Q: 3 clusters Score -2324773 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2324787.500000 Penalty: 3292.284180
	Iteration 100F: 3 clusters Score -2324788 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2324794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -2324805.500000 Penalty: 3292.284180
	Iteration 102Q: 3 clusters Score -2324806 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2324818.750000 Penalty: 3292.284180
	Iteration 103Q: 3 clusters Score -2324819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2324824.500000 Penalty: 3292.284180
	Iteration 104Q: 3 clusters Score -2324824 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2324828.000000 Penalty: 3292.284180
	Iteration 105Q: 3 clusters Score -2324828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2324829.500000 Penalty: 3292.284180
	Iteration 106Q: 3 clusters Score -2324830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2324833.250000 Penalty: 3292.284180
	Iteration 107Q: 3 clusters Score -2324833 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2324841.000000 Penalty: 3292.284180
	Iteration 108Q: 3 clusters Score -2324841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2324846.250000 Penalty: 3292.284180
	Iteration 109Q: 3 clusters Score -2324846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2324844.250000 Penalty: 3292.284180
	Iteration 110Q: 3 clusters Score -2324844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -2324850.750000 Penalty: 3292.284180
	Iteration 111Q: 3 clusters Score -2324851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2324846.250000 Penalty: 3292.284180
	Iteration 112Q: 3 clusters Score -2324846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -2324848.250000 Penalty: 3292.284180
	Iteration 113Q: 3 clusters Score -2324848 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2324848 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2324851.000000 Penalty: 3292.284180
	Iteration 115Q: 3 clusters Score -2324851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2324852.750000 Penalty: 3292.284180
	Iteration 116Q: 3 clusters Score -2324853 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2324850.500000 Penalty: 3292.284180
	Iteration 117Q: 3 clusters Score -2324850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -2324849.250000 Penalty: 3292.284180
	Iteration 118Q: 3 clusters Score -2324849 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2324849.500000 Penalty: 3292.284180
	Iteration 119Q: 3 clusters Score -2324850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -2324854.500000 Penalty: 3292.284180
	Iteration 120F: 3 clusters Score -2324854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2324855.500000 Penalty: 3292.284180
	Iteration 121Q: 3 clusters Score -2324856 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2324858.750000 Penalty: 3292.284180
	Iteration 122Q: 3 clusters Score -2324859 nChanged 21
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Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2324863.500000 Penalty: 3292.284180
	Iteration 123Q: 3 clusters Score -2324864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2324860.000000 Penalty: 3292.284180
	Iteration 124Q: 3 clusters Score -2324860 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -2324859.250000 Penalty: 3292.284180
	Iteration 125Q: 3 clusters Score -2324859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2324856.500000 Penalty: 3292.284180
	Iteration 126Q: 3 clusters Score -2324856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2324862.750000 Penalty: 3292.284180
	Iteration 127Q: 3 clusters Score -2324863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2324865.250000 Penalty: 3292.284180
	Iteration 128Q: 3 clusters Score -2324865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2324867.000000 Penalty: 3292.284180
	Iteration 129Q: 3 clusters Score -2324867 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2324874.250000 Penalty: 3292.284180
	Iteration 130Q: 3 clusters Score -2324874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2324873.750000 Penalty: 3292.284180
	Iteration 131Q: 3 clusters Score -2324874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -2324872.000000 Penalty: 3292.284180
	Iteration 132Q: 3 clusters Score -2324872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2324874.500000 Penalty: 3292.284180
	Iteration 133Q: 3 clusters Score -2324874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2324873.500000 Penalty: 3292.284180
	Iteration 134Q: 3 clusters Score -2324874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2324873.000000 Penalty: 3292.284180
	Iteration 135Q: 3 clusters Score -2324873 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2324870.500000 Penalty: 3292.284180
	Iteration 136Q: 3 clusters Score -2324870 nChanged 10
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Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2324876.500000 Penalty: 3292.284180
	Iteration 137Q: 3 clusters Score -2324876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2324877.500000 Penalty: 3292.284180
	Iteration 138Q: 3 clusters Score -2324878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2324879.750000 Penalty: 3292.284180
	Iteration 139Q: 3 clusters Score -2324880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -2324881.000000 Penalty: 3292.284180
	Iteration 140F: 3 clusters Score -2324881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -2324885.000000 Penalty: 3292.284180
	Iteration 141Q: 3 clusters Score -2324885 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -2324878.750000 Penalty: 3292.284180
	Iteration 142Q: 3 clusters Score -2324879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2324881.750000 Penalty: 3292.284180
	Iteration 143Q: 3 clusters Score -2324882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2324890.500000 Penalty: 3292.284180
	Iteration 144Q: 3 clusters Score -2324890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2324892.500000 Penalty: 3292.284180
	Iteration 145Q: 3 clusters Score -2324892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -2324897.000000 Penalty: 3292.284180
	Iteration 146Q: 3 clusters Score -2324897 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2324897.500000 Penalty: 3292.284180
	Iteration 147Q: 3 clusters Score -2324898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2324899.000000 Penalty: 3292.284180
	Iteration 148Q: 3 clusters Score -2324899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2324900.500000 Penalty: 3292.284180
	Iteration 149Q: 3 clusters Score -2324900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -2324899.000000 Penalty: 3292.284180
	Iteration 150Q: 3 clusters Score -2324899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -2324896.750000 Penalty: 3292.284180
	Iteration 151Q: 3 clusters Score -2324897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -2324896.250000 Penalty: 3292.284180
	Iteration 152Q: 3 clusters Score -2324896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2324896.750000 Penalty: 3292.284180
	Iteration 153Q: 3 clusters Score -2324897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -2324895.750000 Penalty: 3292.284180
	Iteration 154Q: 3 clusters Score -2324896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -2324902.000000 Penalty: 3292.284180
	Iteration 155Q: 3 clusters Score -2324902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2324900.500000 Penalty: 3292.284180
	Iteration 156Q: 3 clusters Score -2324900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -2324899.500000 Penalty: 3292.284180
	Iteration 157Q: 3 clusters Score -2324900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2324899.750000 Penalty: 3292.284180
	Iteration 158Q: 3 clusters Score -2324900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -2324903.000000 Penalty: 3292.284180
	Iteration 159Q: 3 clusters Score -2324903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2324902.500000 Penalty: 3292.284180
	Iteration 160F: 3 clusters Score -2324902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 19952 members 
Entering Unmasked Estep 
Score: -2324906.250000 Penalty: 3292.284180
	Iteration 161Q: 3 clusters Score -2324906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2324905.000000 Penalty: 3292.284180
	Iteration 162Q: 3 clusters Score -2324905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2324903.500000 Penalty: 3292.284180
	Iteration 163Q: 3 clusters Score -2324904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -2324902.750000 Penalty: 3292.284180
	Iteration 164Q: 3 clusters Score -2324903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -2324903.500000 Penalty: 3292.284180
	Iteration 165Q: 3 clusters Score -2324904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2324902.750000 Penalty: 3292.284180
	Iteration 166Q: 3 clusters Score -2324903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2324902.750000 Penalty: 3292.284180
	Iteration 167Q: 3 clusters Score -2324903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2324904.000000 Penalty: 3292.284180
	Iteration 168Q: 3 clusters Score -2324904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -2324901.750000 Penalty: 3292.284180
	Iteration 169Q: 3 clusters Score -2324902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2324900.500000 Penalty: 3292.284180
	Iteration 170Q: 3 clusters Score -2324900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2324905.000000 Penalty: 3292.284180
	Iteration 171Q: 3 clusters Score -2324905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2324905.000000 Penalty: 3292.284180
	Iteration 172Q: 3 clusters Score -2324905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2324903.000000 Penalty: 3292.284180
	Iteration 173Q: 3 clusters Score -2324903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -2324902.250000 Penalty: 3292.284180
	Iteration 174Q: 3 clusters Score -2324902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2324901.250000 Penalty: 3292.284180
	Iteration 175Q: 3 clusters Score -2324901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2324903.500000 Penalty: 3292.284180
	Iteration 176Q: 3 clusters Score -2324904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2324904.000000 Penalty: 3292.284180
	Iteration 177Q: 3 clusters Score -2324904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -2324904.000000 Penalty: 3292.284180
	Iteration 178F: 3 clusters Score -2324904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (19626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Entering Unmasked Estep 
Score: -1760060.875000 Penalty: 1606.249146
	Iteration 0F: 2 clusters Score -1760061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1746752.750000 Penalty: 3212.498291
	Iteration 0F: 3 clusters Score -1746753 nChanged 8876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1751591.625000 Penalty: 3212.498291
	Iteration 1F: 3 clusters Score -1751592 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -1751991.250000 Penalty: 3212.498291
	Iteration 2F: 3 clusters Score -1751991 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1752428.875000 Penalty: 3212.498291
	Iteration 3Q: 3 clusters Score -1752429 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1752986.875000 Penalty: 3212.498291
	Iteration 4F: 3 clusters Score -1752987 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1753720.125000 Penalty: 3212.498291
	Iteration 5F: 3 clusters Score -1753720 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1754517.625000 Penalty: 3212.498291
	Iteration 6F: 3 clusters Score -1754518 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1755298.125000 Penalty: 3212.498291
	Iteration 7F: 3 clusters Score -1755298 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1756130.625000 Penalty: 3212.498291
	Iteration 8F: 3 clusters Score -1756131 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1756967.500000 Penalty: 3212.498291
	Iteration 9Q: 3 clusters Score -1756968 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1757616.375000 Penalty: 3212.498291
	Iteration 10Q: 3 clusters Score -1757616 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1757963.125000 Penalty: 3212.498291
	Iteration 11Q: 3 clusters Score -1757963 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1758144.000000 Penalty: 3212.498291
	Iteration 12Q: 3 clusters Score -1758144 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1758258.875000 Penalty: 3212.498291
	Iteration 13Q: 3 clusters Score -1758259 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1758324.000000 Penalty: 3212.498291
	Iteration 14Q: 3 clusters Score -1758324 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1758355.750000 Penalty: 3212.498291
	Iteration 15Q: 3 clusters Score -1758356 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1758371.875000 Penalty: 3212.498291
	Iteration 16Q: 3 clusters Score -1758372 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1758385.250000 Penalty: 3212.498291
	Iteration 17Q: 3 clusters Score -1758385 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1758398.375000 Penalty: 3212.498291
	Iteration 18Q: 3 clusters Score -1758398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1758415.500000 Penalty: 3212.498291
	Iteration 19Q: 3 clusters Score -1758416 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1758420.875000 Penalty: 3212.498291
	Iteration 20F: 3 clusters Score -1758421 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1758423.500000 Penalty: 3212.498291
	Iteration 21Q: 3 clusters Score -1758424 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1758438.875000 Penalty: 3212.498291
	Iteration 22Q: 3 clusters Score -1758439 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1758446.625000 Penalty: 3212.498291
	Iteration 23Q: 3 clusters Score -1758447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1758458.375000 Penalty: 3212.498291
	Iteration 24Q: 3 clusters Score -1758458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1758465.375000 Penalty: 3212.498291
	Iteration 25Q: 3 clusters Score -1758465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1758465.375000 Penalty: 3212.498291
	Iteration 26Q: 3 clusters Score -1758465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1758461.625000 Penalty: 3212.498291
	Iteration 27Q: 3 clusters Score -1758462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1758465.250000 Penalty: 3212.498291
	Iteration 28Q: 3 clusters Score -1758465 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1758462.375000 Penalty: 3212.498291
	Iteration 29Q: 3 clusters Score -1758462 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1758466.625000 Penalty: 3212.498291
	Iteration 30Q: 3 clusters Score -1758467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1758471.500000 Penalty: 3212.498291
	Iteration 31Q: 3 clusters Score -1758472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1758474.375000 Penalty: 3212.498291
	Iteration 32Q: 3 clusters Score -1758474 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1758472.750000 Penalty: 3212.498291
	Iteration 33Q: 3 clusters Score -1758473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1758478.125000 Penalty: 3212.498291
	Iteration 34Q: 3 clusters Score -1758478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1758479.750000 Penalty: 3212.498291
	Iteration 35Q: 3 clusters Score -1758480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1758473.750000 Penalty: 3212.498291
	Iteration 36Q: 3 clusters Score -1758474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1758472.875000 Penalty: 3212.498291
	Iteration 37Q: 3 clusters Score -1758473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1758471.875000 Penalty: 3212.498291
	Iteration 38Q: 3 clusters Score -1758472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1758471.875000 Penalty: 3212.498291
	Iteration 39Q: 3 clusters Score -1758472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1758471.875000 Penalty: 3212.498291
	Iteration 40F: 3 clusters Score -1758472 nChanged 0
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74508256.000000 Penalty: 48788.968750
22->23 Clusters: Score -74508256.000000, best is -74530392.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12908 members 
Mstep: Class 3 contains 12507 members 
Mstep: Class 4 contains 12769 members 
Mstep: Class 5 contains 12737 members 
Mstep: Class 6 contains 12804 members 
Mstep: Class 7 contains 12861 members 
Mstep: Class 8 contains 12809 members 
Mstep: Class 9 contains 12793 members 
Mstep: Class 10 contains 12878 members 
Mstep: Class 11 contains 12729 members 
Mstep: Class 12 contains 12781 members 
Mstep: Class 13 contains 12662 members 
Mstep: Class 14 contains 13073 members 
Mstep: Class 15 contains 12870 members 
Mstep: Class 16 contains 12824 members 
Mstep: Class 17 contains 12550 members 
Mstep: Class 18 contains 12972 members 
Mstep: Class 19 contains 12948 members 
Mstep: Class 20 contains 12857 members 
Mstep: Class 21 contains 12669 members 
Mstep: Class 22 contains 12866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 206.831238 but Gain 2039.156250
Score: -23147330.000000 Penalty: 42822.269531
Iteration 0F: 22 clusters Score -2.314733e+07 nChanged 266342
Entering Unmasked Mstep 
Mstep: Class 0 contains 271 members 
Mstep: Class 1 contains 58227 members 
Mstep: Class 2 contains 32851 members 
Mstep: Class 4 contains 10441 members 
Mstep: Class 5 contains 4848 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 7115 members 
Mstep: Class 8 contains 19655 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 5753 members 
Mstep: Class 12 contains 9935 members 
Mstep: Class 13 contains 7648 members 
Mstep: Class 14 contains 19002 members 
Mstep: Class 15 contains 24869 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 8541 members 
Mstep: Class 18 contains 18680 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 5156 members 
Mstep: Class 21 contains 3629 members 
Mstep: Class 22 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24297466.000000 Penalty: 42822.269531
Iteration 1F: 22 clusters Score -2.429747e+07 nChanged 107018
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 67876 members 
Mstep: Class 2 contains 46921 members 
Mstep: Class 4 contains 6387 members 
Mstep: Class 5 contains 3848 members 
Mstep: Class 6 contains 5589 members 
Mstep: Class 7 contains 3431 members 
Mstep: Class 8 contains 22507 members 
Mstep: Class 9 contains 6655 members 
Mstep: Class 10 contains 11325 members 
Mstep: Class 11 contains 4137 members 
Mstep: Class 12 contains 8528 members 
Mstep: Class 13 contains 4720 members 
Mstep: Class 14 contains 20472 members 
Mstep: Class 15 contains 22261 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 17973 members 
Mstep: Class 19 contains 3841 members 
Mstep: Class 20 contains 4402 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1373.758789 but Gain 2039.156250
Score: -24527410.000000 Penalty: 40783.113281
Iteration 2F: 21 clusters Score -2.452741e+07 nChanged 71906
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 58409 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 3566 members 
Mstep: Class 6 contains 5449 members 
Mstep: Class 8 contains 27668 members 
Mstep: Class 9 contains 6777 members 
Mstep: Class 10 contains 12426 members 
Mstep: Class 11 contains 3696 members 
Mstep: Class 12 contains 8749 members 
Mstep: Class 13 contains 4785 members 
Mstep: Class 14 contains 22106 members 
Mstep: Class 15 contains 17182 members 
Mstep: Class 16 contains 5606 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 19342 members 
Mstep: Class 19 contains 3232 members 
Mstep: Class 20 contains 5542 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1728.340088 but Gain 2039.152344
Score: -24640240.000000 Penalty: 38743.960938
Iteration 3F: 20 clusters Score -2.464024e+07 nChanged 47448
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 54130 members 
Mstep: Class 2 contains 64208 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 3092 members 
Mstep: Class 6 contains 4768 members 
Mstep: Class 8 contains 30249 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 10 contains 13390 members 
Mstep: Class 11 contains 3823 members 
Mstep: Class 12 contains 10125 members 
Mstep: Class 13 contains 5594 members 
Mstep: Class 14 contains 23703 members 
Mstep: Class 15 contains 14197 members 
Mstep: Class 16 contains 4071 members 
Mstep: Class 17 contains 3354 members 
Mstep: Class 18 contains 20884 members 
Mstep: Class 19 contains 3181 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 22 contains 5748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24694662.000000 Penalty: 38743.960938
Iteration 4F: 20 clusters Score -2.469466e+07 nChanged 30792
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 66281 members 
Mstep: Class 4 contains 2883 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 4425 members 
Mstep: Class 8 contains 31355 members 
Mstep: Class 9 contains 6792 members 
Mstep: Class 10 contains 14138 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 11916 members 
Mstep: Class 13 contains 6377 members 
Mstep: Class 14 contains 24758 members 
Mstep: Class 15 contains 12517 members 
Mstep: Class 16 contains 2931 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 3178 members 
Mstep: Class 20 contains 7394 members 
Mstep: Class 22 contains 5393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24722000.000000 Penalty: 38743.960938
Iteration 5F: 20 clusters Score -2.4722e+07 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 66799 members 
Mstep: Class 4 contains 2530 members 
Mstep: Class 5 contains 2214 members 
Mstep: Class 6 contains 4280 members 
Mstep: Class 8 contains 31827 members 
Mstep: Class 9 contains 6644 members 
Mstep: Class 10 contains 14932 members 
Mstep: Class 11 contains 4380 members 
Mstep: Class 12 contains 13842 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 25339 members 
Mstep: Class 15 contains 11421 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 22629 members 
Mstep: Class 19 contains 3001 members 
Mstep: Class 20 contains 7812 members 
Mstep: Class 22 contains 5249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24738276.000000 Penalty: 38743.960938
Iteration 6F: 20 clusters Score -2.473828e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 66775 members 
Mstep: Class 4 contains 2520 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 4179 members 
Mstep: Class 8 contains 31873 members 
Mstep: Class 9 contains 6332 members 
Mstep: Class 10 contains 15946 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 15842 members 
Mstep: Class 13 contains 7197 members 
Mstep: Class 14 contains 25444 members 
Mstep: Class 15 contains 10623 members 
Mstep: Class 16 contains 2180 members 
Mstep: Class 17 contains 3267 members 
Mstep: Class 18 contains 22922 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 20 contains 8043 members 
Mstep: Class 22 contains 5229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24749580.000000 Penalty: 38743.960938
Iteration 7F: 20 clusters Score -2.474958e+07 nChanged 12795
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 66554 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 4097 members 
Mstep: Class 8 contains 31621 members 
Mstep: Class 9 contains 6021 members 
Mstep: Class 10 contains 16981 members 
Mstep: Class 11 contains 4744 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 25350 members 
Mstep: Class 15 contains 10000 members 
Mstep: Class 16 contains 2037 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 22942 members 
Mstep: Class 19 contains 2518 members 
Mstep: Class 20 contains 8156 members 
Mstep: Class 22 contains 5246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24759008.000000 Penalty: 38743.960938
Iteration 8Q: 20 clusters Score -2.475901e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 66150 members 
Mstep: Class 4 contains 3128 members 
Mstep: Class 5 contains 1738 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 8 contains 31282 members 
Mstep: Class 9 contains 5722 members 
Mstep: Class 10 contains 17822 members 
Mstep: Class 11 contains 4889 members 
Mstep: Class 12 contains 19557 members 
Mstep: Class 13 contains 7702 members 
Mstep: Class 14 contains 25174 members 
Mstep: Class 15 contains 9573 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 3309 members 
Mstep: Class 18 contains 22864 members 
Mstep: Class 19 contains 2363 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 22 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24766286.000000 Penalty: 38743.960938
Iteration 9Q: 20 clusters Score -2.476629e+07 nChanged 9188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 65798 members 
Mstep: Class 4 contains 3373 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 3885 members 
Mstep: Class 8 contains 31002 members 
Mstep: Class 9 contains 5478 members 
Mstep: Class 10 contains 18470 members 
Mstep: Class 11 contains 4997 members 
Mstep: Class 12 contains 21158 members 
Mstep: Class 13 contains 7803 members 
Mstep: Class 14 contains 24992 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 1862 members 
Mstep: Class 17 contains 3353 members 
Mstep: Class 18 contains 22698 members 
Mstep: Class 19 contains 2293 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 22 contains 5336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24770910.000000 Penalty: 38743.960938
Iteration 10Q: 20 clusters Score -2.477091e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 65461 members 
Mstep: Class 4 contains 3474 members 
Mstep: Class 5 contains 1697 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 8 contains 30753 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 18877 members 
Mstep: Class 11 contains 5058 members 
Mstep: Class 12 contains 22645 members 
Mstep: Class 13 contains 7863 members 
Mstep: Class 14 contains 24884 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 3384 members 
Mstep: Class 18 contains 22453 members 
Mstep: Class 19 contains 2277 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 22 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24774066.000000 Penalty: 38743.960938
Iteration 11Q: 20 clusters Score -2.477407e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 65193 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 1688 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 8 contains 30498 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 19109 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 24027 members 
Mstep: Class 13 contains 7897 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 15 contains 8997 members 
Mstep: Class 16 contains 1740 members 
Mstep: Class 17 contains 3397 members 
Mstep: Class 18 contains 22142 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 8405 members 
Mstep: Class 22 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24776670.000000 Penalty: 38743.960938
Iteration 12Q: 20 clusters Score -2.477667e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 64971 members 
Mstep: Class 4 contains 3624 members 
Mstep: Class 5 contains 1731 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 8 contains 30171 members 
Mstep: Class 9 contains 5420 members 
Mstep: Class 10 contains 19248 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 25217 members 
Mstep: Class 13 contains 7915 members 
Mstep: Class 14 contains 24887 members 
Mstep: Class 15 contains 8954 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 3350 members 
Mstep: Class 18 contains 21814 members 
Mstep: Class 19 contains 2261 members 
Mstep: Class 20 contains 8498 members 
Mstep: Class 22 contains 5421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24778400.000000 Penalty: 38743.960938
Iteration 13Q: 20 clusters Score -2.47784e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 64808 members 
Mstep: Class 4 contains 3694 members 
Mstep: Class 5 contains 1780 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 8 contains 29833 members 
Mstep: Class 9 contains 5483 members 
Mstep: Class 10 contains 19282 members 
Mstep: Class 11 contains 5006 members 
Mstep: Class 12 contains 26295 members 
Mstep: Class 13 contains 7900 members 
Mstep: Class 14 contains 24938 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 3306 members 
Mstep: Class 18 contains 21446 members 
Mstep: Class 19 contains 2268 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 22 contains 5440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24780074.000000 Penalty: 38743.960938
Iteration 14Q: 20 clusters Score -2.478007e+07 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 64732 members 
Mstep: Class 4 contains 3746 members 
Mstep: Class 5 contains 1839 members 
Mstep: Class 6 contains 3398 members 
Mstep: Class 8 contains 29536 members 
Mstep: Class 9 contains 5591 members 
Mstep: Class 10 contains 19246 members 
Mstep: Class 11 contains 4983 members 
Mstep: Class 12 contains 27273 members 
Mstep: Class 13 contains 7903 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 1714 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 21025 members 
Mstep: Class 19 contains 2285 members 
Mstep: Class 20 contains 8644 members 
Mstep: Class 22 contains 5447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24781458.000000 Penalty: 38743.960938
Iteration 15Q: 20 clusters Score -2.478146e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 64655 members 
Mstep: Class 4 contains 3784 members 
Mstep: Class 5 contains 1905 members 
Mstep: Class 6 contains 3313 members 
Mstep: Class 8 contains 29258 members 
Mstep: Class 9 contains 5699 members 
Mstep: Class 10 contains 19150 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 28230 members 
Mstep: Class 13 contains 7870 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 9056 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 20566 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 8680 members 
Mstep: Class 22 contains 5449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24782848.000000 Penalty: 38743.960938
Iteration 16Q: 20 clusters Score -2.478285e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 64630 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 8 contains 29025 members 
Mstep: Class 9 contains 5790 members 
Mstep: Class 10 contains 19069 members 
Mstep: Class 11 contains 4922 members 
Mstep: Class 12 contains 29112 members 
Mstep: Class 13 contains 7845 members 
Mstep: Class 14 contains 25113 members 
Mstep: Class 15 contains 9114 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 3161 members 
Mstep: Class 18 contains 20102 members 
Mstep: Class 19 contains 2318 members 
Mstep: Class 20 contains 8617 members 
Mstep: Class 22 contains 5465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24784246.000000 Penalty: 38743.960938
Iteration 17Q: 20 clusters Score -2.478425e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 64564 members 
Mstep: Class 4 contains 3866 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 8 contains 28812 members 
Mstep: Class 9 contains 5894 members 
Mstep: Class 10 contains 18978 members 
Mstep: Class 11 contains 4894 members 
Mstep: Class 12 contains 29948 members 
Mstep: Class 13 contains 7806 members 
Mstep: Class 14 contains 25185 members 
Mstep: Class 15 contains 9181 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 3099 members 
Mstep: Class 18 contains 19650 members 
Mstep: Class 19 contains 2351 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 22 contains 5474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24785522.000000 Penalty: 38743.960938
Iteration 18Q: 20 clusters Score -2.478552e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 64575 members 
Mstep: Class 4 contains 3902 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 8 contains 28597 members 
Mstep: Class 9 contains 5971 members 
Mstep: Class 10 contains 18924 members 
Mstep: Class 11 contains 4855 members 
Mstep: Class 12 contains 30694 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 25291 members 
Mstep: Class 15 contains 9277 members 
Mstep: Class 16 contains 1710 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 19197 members 
Mstep: Class 19 contains 2380 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 22 contains 5489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24787204.000000 Penalty: 38743.960938
Iteration 19Q: 20 clusters Score -2.47872e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 64595 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 2034 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 8 contains 28434 members 
Mstep: Class 9 contains 6070 members 
Mstep: Class 10 contains 18814 members 
Mstep: Class 11 contains 4835 members 
Mstep: Class 12 contains 31445 members 
Mstep: Class 13 contains 7701 members 
Mstep: Class 14 contains 25383 members 
Mstep: Class 15 contains 9354 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 18787 members 
Mstep: Class 19 contains 2403 members 
Mstep: Class 20 contains 8490 members 
Mstep: Class 22 contains 5493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24789980.000000 Penalty: 38743.960938
Iteration 20F: 20 clusters Score -2.478998e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 64626 members 
Mstep: Class 4 contains 4365 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 8 contains 28180 members 
Mstep: Class 9 contains 6180 members 
Mstep: Class 10 contains 18607 members 
Mstep: Class 11 contains 4816 members 
Mstep: Class 12 contains 32130 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 25427 members 
Mstep: Class 15 contains 9421 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 2846 members 
Mstep: Class 18 contains 18355 members 
Mstep: Class 19 contains 2517 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 22 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24791390.000000 Penalty: 38743.960938
Iteration 21Q: 20 clusters Score -2.479139e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 64642 members 
Mstep: Class 4 contains 4523 members 
Mstep: Class 5 contains 2065 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 8 contains 27997 members 
Mstep: Class 9 contains 6307 members 
Mstep: Class 10 contains 18436 members 
Mstep: Class 11 contains 4810 members 
Mstep: Class 12 contains 32746 members 
Mstep: Class 13 contains 7526 members 
Mstep: Class 14 contains 25532 members 
Mstep: Class 15 contains 9499 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 2762 members 
Mstep: Class 18 contains 17944 members 
Mstep: Class 19 contains 2620 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 22 contains 5506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24792196.000000 Penalty: 38743.960938
Iteration 22Q: 20 clusters Score -2.47922e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36067 members 
Mstep: Class 2 contains 64700 members 
Mstep: Class 4 contains 4633 members 
Mstep: Class 5 contains 2078 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 8 contains 27833 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 18307 members 
Mstep: Class 11 contains 4805 members 
Mstep: Class 12 contains 33298 members 
Mstep: Class 13 contains 7445 members 
Mstep: Class 14 contains 25621 members 
Mstep: Class 15 contains 9580 members 
Mstep: Class 16 contains 1671 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 17561 members 
Mstep: Class 19 contains 2728 members 
Mstep: Class 20 contains 8161 members 
Mstep: Class 22 contains 5497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24792922.000000 Penalty: 38743.960938
Iteration 23Q: 20 clusters Score -2.479292e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 64766 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 8 contains 27688 members 
Mstep: Class 9 contains 6480 members 
Mstep: Class 10 contains 18178 members 
Mstep: Class 11 contains 4798 members 
Mstep: Class 12 contains 33851 members 
Mstep: Class 13 contains 7398 members 
Mstep: Class 14 contains 25704 members 
Mstep: Class 15 contains 9647 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 17163 members 
Mstep: Class 19 contains 2808 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 22 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793300.000000 Penalty: 38743.960938
Iteration 24Q: 20 clusters Score -2.47933e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 64790 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 2467 members 
Mstep: Class 8 contains 27559 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 18060 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 34379 members 
Mstep: Class 13 contains 7357 members 
Mstep: Class 14 contains 25755 members 
Mstep: Class 15 contains 9728 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 18 contains 16814 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 8031 members 
Mstep: Class 22 contains 5492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793632.000000 Penalty: 38743.960938
Iteration 25Q: 20 clusters Score -2.479363e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 64819 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2103 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 8 contains 27463 members 
Mstep: Class 9 contains 6615 members 
Mstep: Class 10 contains 17978 members 
Mstep: Class 11 contains 4783 members 
Mstep: Class 12 contains 34873 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 25780 members 
Mstep: Class 15 contains 9804 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 16509 members 
Mstep: Class 19 contains 2907 members 
Mstep: Class 20 contains 7989 members 
Mstep: Class 22 contains 5475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793794.000000 Penalty: 38743.960938
Iteration 26Q: 20 clusters Score -2.479379e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 64886 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 8 contains 27366 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 17910 members 
Mstep: Class 11 contains 4777 members 
Mstep: Class 12 contains 35303 members 
Mstep: Class 13 contains 7304 members 
Mstep: Class 14 contains 25809 members 
Mstep: Class 15 contains 9882 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 16232 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 7954 members 
Mstep: Class 22 contains 5463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794034.000000 Penalty: 38743.960938
Iteration 27Q: 20 clusters Score -2.479403e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 64924 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 8 contains 27271 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 17824 members 
Mstep: Class 11 contains 4763 members 
Mstep: Class 12 contains 35663 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 25843 members 
Mstep: Class 15 contains 9976 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 16021 members 
Mstep: Class 19 contains 2979 members 
Mstep: Class 20 contains 7907 members 
Mstep: Class 22 contains 5469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794186.000000 Penalty: 38743.960938
Iteration 28Q: 20 clusters Score -2.479419e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 64940 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 2097 members 
Mstep: Class 6 contains 2256 members 
Mstep: Class 8 contains 27156 members 
Mstep: Class 9 contains 6804 members 
Mstep: Class 10 contains 17774 members 
Mstep: Class 11 contains 4748 members 
Mstep: Class 12 contains 35991 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 25874 members 
Mstep: Class 15 contains 10070 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 15828 members 
Mstep: Class 19 contains 2999 members 
Mstep: Class 20 contains 7883 members 
Mstep: Class 22 contains 5464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794380.000000 Penalty: 38743.960938
Iteration 29Q: 20 clusters Score -2.479438e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 64980 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 2108 members 
Mstep: Class 6 contains 2199 members 
Mstep: Class 8 contains 27029 members 
Mstep: Class 9 contains 6863 members 
Mstep: Class 10 contains 17721 members 
Mstep: Class 11 contains 4740 members 
Mstep: Class 12 contains 36286 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 2310 members 
Mstep: Class 18 contains 15656 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 7854 members 
Mstep: Class 22 contains 5453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794460.000000 Penalty: 38743.960938
Iteration 30Q: 20 clusters Score -2.479446e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 64983 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 2151 members 
Mstep: Class 8 contains 26923 members 
Mstep: Class 9 contains 6901 members 
Mstep: Class 10 contains 17675 members 
Mstep: Class 11 contains 4733 members 
Mstep: Class 12 contains 36560 members 
Mstep: Class 13 contains 7260 members 
Mstep: Class 14 contains 25952 members 
Mstep: Class 15 contains 10290 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 2296 members 
Mstep: Class 18 contains 15498 members 
Mstep: Class 19 contains 3011 members 
Mstep: Class 20 contains 7824 members 
Mstep: Class 22 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794550.000000 Penalty: 38743.960938
Iteration 31Q: 20 clusters Score -2.479455e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 64990 members 
Mstep: Class 4 contains 4940 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 2113 members 
Mstep: Class 8 contains 26809 members 
Mstep: Class 9 contains 6935 members 
Mstep: Class 10 contains 17637 members 
Mstep: Class 11 contains 4727 members 
Mstep: Class 12 contains 36800 members 
Mstep: Class 13 contains 7259 members 
Mstep: Class 14 contains 25989 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2286 members 
Mstep: Class 18 contains 15335 members 
Mstep: Class 19 contains 3012 members 
Mstep: Class 20 contains 7790 members 
Mstep: Class 22 contains 5443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794628.000000 Penalty: 38743.960938
Iteration 32Q: 20 clusters Score -2.479463e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 65010 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 2140 members 
Mstep: Class 6 contains 2079 members 
Mstep: Class 8 contains 26715 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 17596 members 
Mstep: Class 11 contains 4722 members 
Mstep: Class 12 contains 37009 members 
Mstep: Class 13 contains 7261 members 
Mstep: Class 14 contains 26018 members 
Mstep: Class 15 contains 10493 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 15181 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 7773 members 
Mstep: Class 22 contains 5442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794706.000000 Penalty: 38743.960938
Iteration 33Q: 20 clusters Score -2.479471e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 65035 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 2048 members 
Mstep: Class 8 contains 26618 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 4714 members 
Mstep: Class 12 contains 37226 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 26059 members 
Mstep: Class 15 contains 10560 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 2250 members 
Mstep: Class 18 contains 15041 members 
Mstep: Class 19 contains 3014 members 
Mstep: Class 20 contains 7747 members 
Mstep: Class 22 contains 5439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794686.000000 Penalty: 38743.960938
Iteration 34Q: 20 clusters Score -2.479469e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 65061 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 8 contains 26515 members 
Mstep: Class 9 contains 6981 members 
Mstep: Class 10 contains 17520 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 37411 members 
Mstep: Class 13 contains 7256 members 
Mstep: Class 14 contains 26101 members 
Mstep: Class 15 contains 10617 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 14921 members 
Mstep: Class 19 contains 3015 members 
Mstep: Class 20 contains 7743 members 
Mstep: Class 22 contains 5437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794746.000000 Penalty: 38743.960938
Iteration 35Q: 20 clusters Score -2.479475e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 65076 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 8 contains 26417 members 
Mstep: Class 9 contains 6986 members 
Mstep: Class 10 contains 17490 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 37594 members 
Mstep: Class 13 contains 7262 members 
Mstep: Class 14 contains 26151 members 
Mstep: Class 15 contains 10684 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 14780 members 
Mstep: Class 19 contains 3018 members 
Mstep: Class 20 contains 7729 members 
Mstep: Class 22 contains 5431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794754.000000 Penalty: 38743.960938
Iteration 36Q: 20 clusters Score -2.479475e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 65082 members 
Mstep: Class 4 contains 4933 members 
Mstep: Class 5 contains 2211 members 
Mstep: Class 6 contains 1974 members 
Mstep: Class 8 contains 26335 members 
Mstep: Class 9 contains 6984 members 
Mstep: Class 10 contains 17461 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 37730 members 
Mstep: Class 13 contains 7273 members 
Mstep: Class 14 contains 26197 members 
Mstep: Class 15 contains 10751 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 14667 members 
Mstep: Class 19 contains 3022 members 
Mstep: Class 20 contains 7720 members 
Mstep: Class 22 contains 5427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794786.000000 Penalty: 38743.960938
Iteration 37Q: 20 clusters Score -2.479479e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 65061 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 1954 members 
Mstep: Class 8 contains 26259 members 
Mstep: Class 9 contains 6980 members 
Mstep: Class 10 contains 17445 members 
Mstep: Class 11 contains 4695 members 
Mstep: Class 12 contains 37867 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 26220 members 
Mstep: Class 15 contains 10829 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 14571 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 7716 members 
Mstep: Class 22 contains 5430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794808.000000 Penalty: 38743.960938
Iteration 38Q: 20 clusters Score -2.479481e+07 nChanged 571
Entering ConstructFrom: 
Score: -24794808.000000 Penalty: 38743.960938
Entering ConstructFrom: 
Trying to split cluster 1 (35308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Entering Unmasked Estep 
Score: -3271418.750000 Penalty: 1701.677979
	Iteration 0F: 2 clusters Score -3271419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -3247907.500000 Penalty: 3403.355957
	Iteration 0F: 3 clusters Score -3247908 nChanged 16233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -3256961.000000 Penalty: 3403.355957
	Iteration 1F: 3 clusters Score -3256961 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -3257404.500000 Penalty: 3403.355957
	Iteration 2Q: 3 clusters Score -3257404 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -3257878.250000 Penalty: 3403.355957
	Iteration 3Q: 3 clusters Score -3257878 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -3258478.000000 Penalty: 3403.355957
	Iteration 4Q: 3 clusters Score -3258478 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -3259161.500000 Penalty: 3403.355957
	Iteration 5Q: 3 clusters Score -3259162 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3260044.250000 Penalty: 3403.355957
	Iteration 6Q: 3 clusters Score -3260044 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -3261180.000000 Penalty: 3403.355957
	Iteration 7F: 3 clusters Score -3261180 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3262606.750000 Penalty: 3403.355957
	Iteration 8F: 3 clusters Score -3262607 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3264164.000000 Penalty: 3403.355957
	Iteration 9F: 3 clusters Score -3264164 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -3265706.500000 Penalty: 3403.355957
	Iteration 10F: 3 clusters Score -3265706 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -3267131.750000 Penalty: 3403.355957
	Iteration 11Q: 3 clusters Score -3267132 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 31945 members 
Entering Unmasked Estep 
Score: -3268276.750000 Penalty: 3403.355957
	Iteration 12Q: 3 clusters Score -3268277 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -3268990.500000 Penalty: 3403.355957
	Iteration 13Q: 3 clusters Score -3268990 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -3269411.750000 Penalty: 3403.355957
	Iteration 14Q: 3 clusters Score -3269412 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -3269642.750000 Penalty: 3403.355957
	Iteration 15Q: 3 clusters Score -3269643 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33694 members 
Entering Unmasked Estep 
Score: -3269797.000000 Penalty: 3403.355957
	Iteration 16Q: 3 clusters Score -3269797 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -3269886.500000 Penalty: 3403.355957
	Iteration 17Q: 3 clusters Score -3269886 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -3269933.250000 Penalty: 3403.355957
	Iteration 18Q: 3 clusters Score -3269933 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3269980.500000 Penalty: 3403.355957
	Iteration 19Q: 3 clusters Score -3269980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -3269997.750000 Penalty: 3403.355957
	Iteration 20F: 3 clusters Score -3269998 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -3270029.500000 Penalty: 3403.355957
	Iteration 21Q: 3 clusters Score -3270030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 34023 members 
Entering Unmasked Estep 
Score: -3270051.000000 Penalty: 3403.355957
	Iteration 22Q: 3 clusters Score -3270051 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 34042 members 
Entering Unmasked Estep 
Score: -3270074.750000 Penalty: 3403.355957
	Iteration 23Q: 3 clusters Score -3270075 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -3270091.000000 Penalty: 3403.355957
	Iteration 24Q: 3 clusters Score -3270091 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -3270116.750000 Penalty: 3403.355957
	Iteration 25Q: 3 clusters Score -3270117 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3270137.000000 Penalty: 3403.355957
	Iteration 26Q: 3 clusters Score -3270137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -3270155.000000 Penalty: 3403.355957
	Iteration 27Q: 3 clusters Score -3270155 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -3270172.250000 Penalty: 3403.355957
	Iteration 28Q: 3 clusters Score -3270172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -3270186.250000 Penalty: 3403.355957
	Iteration 29Q: 3 clusters Score -3270186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -3270189.000000 Penalty: 3403.355957
	Iteration 30Q: 3 clusters Score -3270189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -3270201.500000 Penalty: 3403.355957
	Iteration 31Q: 3 clusters Score -3270202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -3270216.750000 Penalty: 3403.355957
	Iteration 32Q: 3 clusters Score -3270217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -3270230.500000 Penalty: 3403.355957
	Iteration 33Q: 3 clusters Score -3270230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -3270239.000000 Penalty: 3403.355957
	Iteration 34Q: 3 clusters Score -3270239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -3270242.500000 Penalty: 3403.355957
	Iteration 35Q: 3 clusters Score -3270242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -3270253.000000 Penalty: 3403.355957
	Iteration 36Q: 3 clusters Score -3270253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -3270260.000000 Penalty: 3403.355957
	Iteration 37Q: 3 clusters Score -3270260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3270264.500000 Penalty: 3403.355957
	Iteration 38Q: 3 clusters Score -3270264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3270266.500000 Penalty: 3403.355957
	Iteration 39Q: 3 clusters Score -3270266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -3270268.750000 Penalty: 3403.355957
	Iteration 40F: 3 clusters Score -3270269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3270269.250000 Penalty: 3403.355957
	Iteration 41Q: 3 clusters Score -3270269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -3270273.250000 Penalty: 3403.355957
	Iteration 42Q: 3 clusters Score -3270273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3270274.750000 Penalty: 3403.355957
	Iteration 43Q: 3 clusters Score -3270275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -3270272.750000 Penalty: 3403.355957
	Iteration 44Q: 3 clusters Score -3270273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3270275.500000 Penalty: 3403.355957
	Iteration 45Q: 3 clusters Score -3270276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -3270275.500000 Penalty: 3403.355957
	Iteration 46F: 3 clusters Score -3270276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Entering Unmasked Estep 
Score: -6046137.000000 Penalty: 1801.055542
	Iteration 0F: 2 clusters Score -6046137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -6002874.500000 Penalty: 3602.111084
	Iteration 0F: 3 clusters Score -6002874 nChanged 30729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6020291.000000 Penalty: 3602.111084
	Iteration 1F: 3 clusters Score -6020291 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -6020872.500000 Penalty: 3602.111084
	Iteration 2Q: 3 clusters Score -6020872 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -6021354.500000 Penalty: 3602.111084
	Iteration 3Q: 3 clusters Score -6021354 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -6021992.000000 Penalty: 3602.111084
	Iteration 4Q: 3 clusters Score -6021992 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -6022770.500000 Penalty: 3602.111084
	Iteration 5Q: 3 clusters Score -6022770 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -6023870.000000 Penalty: 3602.111084
	Iteration 6Q: 3 clusters Score -6023870 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -6025217.500000 Penalty: 3602.111084
	Iteration 7Q: 3 clusters Score -6025218 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6027037.500000 Penalty: 3602.111084
	Iteration 8Q: 3 clusters Score -6027038 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -6029293.500000 Penalty: 3602.111084
	Iteration 9F: 3 clusters Score -6029294 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -6031627.000000 Penalty: 3602.111084
	Iteration 10F: 3 clusters Score -6031627 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 44101 members 
Entering Unmasked Estep 
Score: -6033633.500000 Penalty: 3602.111084
	Iteration 11Q: 3 clusters Score -6033634 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -6035113.000000 Penalty: 3602.111084
	Iteration 12Q: 3 clusters Score -6035113 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 45987 members 
Entering Unmasked Estep 
Score: -6035929.000000 Penalty: 3602.111084
	Iteration 13Q: 3 clusters Score -6035929 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -6036349.000000 Penalty: 3602.111084
	Iteration 14Q: 3 clusters Score -6036349 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -6036681.500000 Penalty: 3602.111084
	Iteration 15Q: 3 clusters Score -6036682 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6036893.000000 Penalty: 3602.111084
	Iteration 16Q: 3 clusters Score -6036893 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -6037083.000000 Penalty: 3602.111084
	Iteration 17Q: 3 clusters Score -6037083 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -6037280.500000 Penalty: 3602.111084
	Iteration 18Q: 3 clusters Score -6037280 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6037485.000000 Penalty: 3602.111084
	Iteration 19Q: 3 clusters Score -6037485 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -6037719.000000 Penalty: 3602.111084
	Iteration 20F: 3 clusters Score -6037719 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 52246 members 
Entering Unmasked Estep 
Score: -6037913.500000 Penalty: 3602.111084
	Iteration 21Q: 3 clusters Score -6037914 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 52991 members 
Entering Unmasked Estep 
Score: -6038185.500000 Penalty: 3602.111084
	Iteration 22Q: 3 clusters Score -6038186 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 53752 members 
Entering Unmasked Estep 
Score: -6038476.500000 Penalty: 3602.111084
	Iteration 23Q: 3 clusters Score -6038476 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -6038723.500000 Penalty: 3602.111084
	Iteration 24Q: 3 clusters Score -6038724 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 55256 members 
Entering Unmasked Estep 
Score: -6039016.000000 Penalty: 3602.111084
	Iteration 25Q: 3 clusters Score -6039016 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -6039322.000000 Penalty: 3602.111084
	Iteration 26Q: 3 clusters Score -6039322 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -6039681.500000 Penalty: 3602.111084
	Iteration 27Q: 3 clusters Score -6039682 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -6040062.500000 Penalty: 3602.111084
	Iteration 28Q: 3 clusters Score -6040062 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 58339 members 
Entering Unmasked Estep 
Score: -6040482.500000 Penalty: 3602.111084
	Iteration 29Q: 3 clusters Score -6040482 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -6040822.500000 Penalty: 3602.111084
	Iteration 30Q: 3 clusters Score -6040822 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 59826 members 
Entering Unmasked Estep 
Score: -6041242.500000 Penalty: 3602.111084
	Iteration 31Q: 3 clusters Score -6041242 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -6041701.000000 Penalty: 3602.111084
	Iteration 32Q: 3 clusters Score -6041701 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -6042073.500000 Penalty: 3602.111084
	Iteration 33Q: 3 clusters Score -6042074 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 61795 members 
Entering Unmasked Estep 
Score: -6042455.000000 Penalty: 3602.111084
	Iteration 34Q: 3 clusters Score -6042455 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 62384 members 
Entering Unmasked Estep 
Score: -6042822.000000 Penalty: 3602.111084
	Iteration 35Q: 3 clusters Score -6042822 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -6043178.000000 Penalty: 3602.111084
	Iteration 36Q: 3 clusters Score -6043178 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 63284 members 
Entering Unmasked Estep 
Score: -6043454.500000 Penalty: 3602.111084
	Iteration 37Q: 3 clusters Score -6043454 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -6043710.500000 Penalty: 3602.111084
	Iteration 38Q: 3 clusters Score -6043710 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 63840 members 
Entering Unmasked Estep 
Score: -6043864.000000 Penalty: 3602.111084
	Iteration 39Q: 3 clusters Score -6043864 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 64028 members 
Entering Unmasked Estep 
Score: -6043988.000000 Penalty: 3602.111084
	Iteration 40F: 3 clusters Score -6043988 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -6044072.500000 Penalty: 3602.111084
	Iteration 41Q: 3 clusters Score -6044072 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -6044171.500000 Penalty: 3602.111084
	Iteration 42Q: 3 clusters Score -6044172 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 64361 members 
Entering Unmasked Estep 
Score: -6044256.500000 Penalty: 3602.111084
	Iteration 43Q: 3 clusters Score -6044256 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 64430 members 
Entering Unmasked Estep 
Score: -6044306.000000 Penalty: 3602.111084
	Iteration 44Q: 3 clusters Score -6044306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 64480 members 
Entering Unmasked Estep 
Score: -6044344.000000 Penalty: 3602.111084
	Iteration 45Q: 3 clusters Score -6044344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 64524 members 
Entering Unmasked Estep 
Score: -6044372.500000 Penalty: 3602.111084
	Iteration 46Q: 3 clusters Score -6044372 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 64557 members 
Entering Unmasked Estep 
Score: -6044404.500000 Penalty: 3602.111084
	Iteration 47Q: 3 clusters Score -6044404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 64585 members 
Entering Unmasked Estep 
Score: -6044418.000000 Penalty: 3602.111084
	Iteration 48Q: 3 clusters Score -6044418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -6044436.500000 Penalty: 3602.111084
	Iteration 49Q: 3 clusters Score -6044436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -6044450.000000 Penalty: 3602.111084
	Iteration 50Q: 3 clusters Score -6044450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -6044467.000000 Penalty: 3602.111084
	Iteration 51Q: 3 clusters Score -6044467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -6044495.000000 Penalty: 3602.111084
	Iteration 52Q: 3 clusters Score -6044495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -6044505.000000 Penalty: 3602.111084
	Iteration 53Q: 3 clusters Score -6044505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 64677 members 
Entering Unmasked Estep 
Score: -6044512.000000 Penalty: 3602.111084
	Iteration 54Q: 3 clusters Score -6044512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -6044516.000000 Penalty: 3602.111084
	Iteration 55Q: 3 clusters Score -6044516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -6044515.000000 Penalty: 3602.111084
	Iteration 56Q: 3 clusters Score -6044515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -6044515.000000 Penalty: 3602.111084
	Iteration 57F: 3 clusters Score -6044515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -399459.312500 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -399459.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -395527.031250 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -395527 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -396993.875000 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -396993.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -397446.062500 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -397446.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -397753.531250 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -397753.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -397999.906250 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -397999.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -398207.531250 Penalty: 2764.230225
	Iteration 5F: 3 clusters Score -398207.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -398366.593750 Penalty: 2764.230225
	Iteration 6Q: 3 clusters Score -398366.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -398511.062500 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -398511.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -398626.906250 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -398626.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -398753.781250 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -398753.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -398840.406250 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -398840.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -398900.281250 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -398900.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -398959.093750 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -398959.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -399017.843750 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -399017.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -399069.312500 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -399069.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -399105.343750 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -399105.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -399128.218750 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -399128.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -399141.468750 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -399141.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -399147.531250 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -399147.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -399151.593750 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -399151.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -399152.687500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -399152.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -399153.781250 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -399153.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -399155.500000 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -399155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -399155.781250 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -399155.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -399155.781250 Penalty: 2764.230225
	Iteration 24F: 3 clusters Score -399155.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -203143.718750 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -203143.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -200891.937500 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -200891.9 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -201382.218750 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -201382.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -201511.953125 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -201512 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -201605.484375 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -201605.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -201670.468750 Penalty: 2507.705078
	Iteration 4Q: 3 clusters Score -201670.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -201719.437500 Penalty: 2507.705078
	Iteration 5Q: 3 clusters Score -201719.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -201771.859375 Penalty: 2507.705078
	Iteration 6Q: 3 clusters Score -201771.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -201829.890625 Penalty: 2507.705078
	Iteration 7Q: 3 clusters Score -201829.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201866.468750 Penalty: 2507.705078
	Iteration 8Q: 3 clusters Score -201866.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -201893.843750 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -201893.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -201908.812500 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -201908.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -201919.515625 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -201919.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -201931.796875 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -201931.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -201943.703125 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -201943.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -201953.796875 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -201953.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -201964.843750 Penalty: 2507.705078
	Iteration 15Q: 3 clusters Score -201964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -201977.500000 Penalty: 2507.705078
	Iteration 16Q: 3 clusters Score -201977.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -201993.312500 Penalty: 2507.705078
	Iteration 17Q: 3 clusters Score -201993.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -202007.203125 Penalty: 2507.705078
	Iteration 18Q: 3 clusters Score -202007.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -202020.312500 Penalty: 2507.705078
	Iteration 19Q: 3 clusters Score -202020.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -202029.843750 Penalty: 2507.705078
	Iteration 20F: 3 clusters Score -202029.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202037.234375 Penalty: 2507.705078
	Iteration 21Q: 3 clusters Score -202037.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202042.484375 Penalty: 2507.705078
	Iteration 22Q: 3 clusters Score -202042.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -202046.187500 Penalty: 2507.705078
	Iteration 23Q: 3 clusters Score -202046.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -202049.609375 Penalty: 2507.705078
	Iteration 24Q: 3 clusters Score -202049.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -202053.296875 Penalty: 2507.705078
	Iteration 25Q: 3 clusters Score -202053.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -202056.468750 Penalty: 2507.705078
	Iteration 26Q: 3 clusters Score -202056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -202060.078125 Penalty: 2507.705078
	Iteration 27Q: 3 clusters Score -202060.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -202061.265625 Penalty: 2507.705078
	Iteration 28Q: 3 clusters Score -202061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -202063.125000 Penalty: 2507.705078
	Iteration 29Q: 3 clusters Score -202063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -202065.953125 Penalty: 2507.705078
	Iteration 30Q: 3 clusters Score -202066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -202067.687500 Penalty: 2507.705078
	Iteration 31Q: 3 clusters Score -202067.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -202069.093750 Penalty: 2507.705078
	Iteration 32Q: 3 clusters Score -202069.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -202070.875000 Penalty: 2507.705078
	Iteration 33Q: 3 clusters Score -202070.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202072.546875 Penalty: 2507.705078
	Iteration 34Q: 3 clusters Score -202072.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -202072.546875 Penalty: 2507.705078
	Iteration 35F: 3 clusters Score -202072.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -163142.671875 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -163142.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -161114.093750 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -161114.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -161605.921875 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -161605.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161766.750000 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -161766.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -161856.171875 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -161856.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161944.546875 Penalty: 2459.555420
	Iteration 4Q: 3 clusters Score -161944.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -162014.531250 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -162014.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162066.671875 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -162066.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162088.328125 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -162088.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -162119.281250 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -162119.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -162134.765625 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -162134.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -162146.375000 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -162146.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -162158.718750 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -162158.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -162170.875000 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -162170.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162178.984375 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -162179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -162196.968750 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -162197 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -162207.453125 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -162207.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -162214.890625 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -162214.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -162221.093750 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -162221.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -162227.328125 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -162227.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -162234.906250 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -162234.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -162239.812500 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -162239.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -162245.468750 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -162245.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -162251.125000 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -162251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -162257.765625 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -162257.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -162263.234375 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -162263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -162264.937500 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -162264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -162266.421875 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -162266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -162267.437500 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -162267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -162267.437500 Penalty: 2459.555420
	Iteration 28F: 3 clusters Score -162267.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Entering Unmasked Estep 
Score: -2327122.500000 Penalty: 1653.078247
	Iteration 0F: 2 clusters Score -2327122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2309574.500000 Penalty: 3306.156494
	Iteration 0F: 3 clusters Score -2309574 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2316854.250000 Penalty: 3306.156494
	Iteration 1F: 3 clusters Score -2316854 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2317959.750000 Penalty: 3306.156494
	Iteration 2F: 3 clusters Score -2317960 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2319118.250000 Penalty: 3306.156494
	Iteration 3F: 3 clusters Score -2319118 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -2320351.750000 Penalty: 3306.156494
	Iteration 4F: 3 clusters Score -2320352 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2321738.500000 Penalty: 3306.156494
	Iteration 5F: 3 clusters Score -2321738 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2322990.750000 Penalty: 3306.156494
	Iteration 6F: 3 clusters Score -2322991 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2323831.750000 Penalty: 3306.156494
	Iteration 7F: 3 clusters Score -2323832 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2324452.500000 Penalty: 3306.156494
	Iteration 8Q: 3 clusters Score -2324452 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2325069.500000 Penalty: 3306.156494
	Iteration 9Q: 3 clusters Score -2325070 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2325992.750000 Penalty: 3306.156494
	Iteration 10Q: 3 clusters Score -2325993 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -2327127.500000 Penalty: 3306.156494
	Iteration 11Q: 3 clusters Score -2327128 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2328000.250000 Penalty: 3306.156494
	Iteration 12Q: 3 clusters Score -2328000 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2328465.750000 Penalty: 3306.156494
	Iteration 13Q: 3 clusters Score -2328466 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2328679.250000 Penalty: 3306.156494
	Iteration 14Q: 3 clusters Score -2328679 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2328802.500000 Penalty: 3306.156494
	Iteration 15Q: 3 clusters Score -2328802 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2328877.000000 Penalty: 3306.156494
	Iteration 16Q: 3 clusters Score -2328877 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2328926.250000 Penalty: 3306.156494
	Iteration 17Q: 3 clusters Score -2328926 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -2328969.750000 Penalty: 3306.156494
	Iteration 18Q: 3 clusters Score -2328970 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2328998.750000 Penalty: 3306.156494
	Iteration 19Q: 3 clusters Score -2328999 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2329016.000000 Penalty: 3306.156494
	Iteration 20F: 3 clusters Score -2329016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -2329025.250000 Penalty: 3306.156494
	Iteration 21Q: 3 clusters Score -2329025 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2329043.500000 Penalty: 3306.156494
	Iteration 22Q: 3 clusters Score -2329044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2329055.250000 Penalty: 3306.156494
	Iteration 23Q: 3 clusters Score -2329055 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -2329071.500000 Penalty: 3306.156494
	Iteration 24Q: 3 clusters Score -2329072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2329080.000000 Penalty: 3306.156494
	Iteration 25Q: 3 clusters Score -2329080 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2329092.250000 Penalty: 3306.156494
	Iteration 26Q: 3 clusters Score -2329092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2329103.000000 Penalty: 3306.156494
	Iteration 27Q: 3 clusters Score -2329103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -2329107.500000 Penalty: 3306.156494
	Iteration 28Q: 3 clusters Score -2329108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2329123.250000 Penalty: 3306.156494
	Iteration 29Q: 3 clusters Score -2329123 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2329136.250000 Penalty: 3306.156494
	Iteration 30Q: 3 clusters Score -2329136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2329144.250000 Penalty: 3306.156494
	Iteration 31Q: 3 clusters Score -2329144 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2329157.750000 Penalty: 3306.156494
	Iteration 32Q: 3 clusters Score -2329158 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2329176.000000 Penalty: 3306.156494
	Iteration 33Q: 3 clusters Score -2329176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2329185.750000 Penalty: 3306.156494
	Iteration 34Q: 3 clusters Score -2329186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -2329198.750000 Penalty: 3306.156494
	Iteration 35Q: 3 clusters Score -2329199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2329216.500000 Penalty: 3306.156494
	Iteration 36Q: 3 clusters Score -2329216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2329239.750000 Penalty: 3306.156494
	Iteration 37Q: 3 clusters Score -2329240 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2329261.500000 Penalty: 3306.156494
	Iteration 38Q: 3 clusters Score -2329262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2329277.750000 Penalty: 3306.156494
	Iteration 39Q: 3 clusters Score -2329278 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2329304.750000 Penalty: 3306.156494
	Iteration 40F: 3 clusters Score -2329305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2329313.750000 Penalty: 3306.156494
	Iteration 41Q: 3 clusters Score -2329314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2329318.750000 Penalty: 3306.156494
	Iteration 42Q: 3 clusters Score -2329319 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2329339.500000 Penalty: 3306.156494
	Iteration 43Q: 3 clusters Score -2329340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2329352.500000 Penalty: 3306.156494
	Iteration 44Q: 3 clusters Score -2329352 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2329369.250000 Penalty: 3306.156494
	Iteration 45Q: 3 clusters Score -2329369 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2329389.500000 Penalty: 3306.156494
	Iteration 46Q: 3 clusters Score -2329390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2329411.250000 Penalty: 3306.156494
	Iteration 47Q: 3 clusters Score -2329411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2329424.000000 Penalty: 3306.156494
	Iteration 48Q: 3 clusters Score -2329424 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2329429.500000 Penalty: 3306.156494
	Iteration 49Q: 3 clusters Score -2329430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2329429.750000 Penalty: 3306.156494
	Iteration 50Q: 3 clusters Score -2329430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2329439.750000 Penalty: 3306.156494
	Iteration 51Q: 3 clusters Score -2329440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2329444.000000 Penalty: 3306.156494
	Iteration 52Q: 3 clusters Score -2329444 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2329444.000000 Penalty: 3306.156494
	Iteration 53Q: 3 clusters Score -2329444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2329441.750000 Penalty: 3306.156494
	Iteration 54Q: 3 clusters Score -2329442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2329442.500000 Penalty: 3306.156494
	Iteration 55Q: 3 clusters Score -2329442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2329439.250000 Penalty: 3306.156494
	Iteration 56Q: 3 clusters Score -2329439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2329444.750000 Penalty: 3306.156494
	Iteration 57Q: 3 clusters Score -2329445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2329443.500000 Penalty: 3306.156494
	Iteration 58Q: 3 clusters Score -2329444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2329444.000000 Penalty: 3306.156494
	Iteration 59Q: 3 clusters Score -2329444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2329444.750000 Penalty: 3306.156494
	Iteration 60F: 3 clusters Score -2329445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2329448.500000 Penalty: 3306.156494
	Iteration 61Q: 3 clusters Score -2329448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2329447.750000 Penalty: 3306.156494
	Iteration 62Q: 3 clusters Score -2329448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2329447.250000 Penalty: 3306.156494
	Iteration 63Q: 3 clusters Score -2329447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2329444.000000 Penalty: 3306.156494
	Iteration 64Q: 3 clusters Score -2329444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2329444.000000 Penalty: 3306.156494
	Iteration 65F: 3 clusters Score -2329444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 17439 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
Score: -24796860.000000 Penalty: 40783.113281
Splitting cluster 8 changes total score from -24794808.000000 to -24796860.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 9 (6977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Entering Unmasked Estep 
Score: -617191.937500 Penalty: 1438.185791
	Iteration 0F: 2 clusters Score -617191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -611992.562500 Penalty: 2876.371582
	Iteration 0F: 3 clusters Score -611992.6 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -613758.187500 Penalty: 2876.371582
	Iteration 1F: 3 clusters Score -613758.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -614199.562500 Penalty: 2876.371582
	Iteration 2F: 3 clusters Score -614199.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -614600.312500 Penalty: 2876.371582
	Iteration 3F: 3 clusters Score -614600.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -614909.750000 Penalty: 2876.371582
	Iteration 4F: 3 clusters Score -614909.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -615175.812500 Penalty: 2876.371582
	Iteration 5F: 3 clusters Score -615175.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -615384.812500 Penalty: 2876.371582
	Iteration 6Q: 3 clusters Score -615384.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -615558.937500 Penalty: 2876.371582
	Iteration 7Q: 3 clusters Score -615558.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -615708.437500 Penalty: 2876.371582
	Iteration 8Q: 3 clusters Score -615708.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -615853.750000 Penalty: 2876.371582
	Iteration 9Q: 3 clusters Score -615853.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -615977.875000 Penalty: 2876.371582
	Iteration 10Q: 3 clusters Score -615977.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -616057.437500 Penalty: 2876.371582
	Iteration 11Q: 3 clusters Score -616057.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -616113.062500 Penalty: 2876.371582
	Iteration 12Q: 3 clusters Score -616113.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -616166.500000 Penalty: 2876.371582
	Iteration 13Q: 3 clusters Score -616166.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -616219.875000 Penalty: 2876.371582
	Iteration 14Q: 3 clusters Score -616219.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -616258.062500 Penalty: 2876.371582
	Iteration 15Q: 3 clusters Score -616258.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -616290.750000 Penalty: 2876.371582
	Iteration 16Q: 3 clusters Score -616290.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -616312.500000 Penalty: 2876.371582
	Iteration 17Q: 3 clusters Score -616312.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -616321.937500 Penalty: 2876.371582
	Iteration 18Q: 3 clusters Score -616321.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -616329.937500 Penalty: 2876.371582
	Iteration 19Q: 3 clusters Score -616329.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -616336.562500 Penalty: 2876.371582
	Iteration 20F: 3 clusters Score -616336.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -616341.625000 Penalty: 2876.371582
	Iteration 21Q: 3 clusters Score -616341.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -616345.250000 Penalty: 2876.371582
	Iteration 22Q: 3 clusters Score -616345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -616348.875000 Penalty: 2876.371582
	Iteration 23Q: 3 clusters Score -616348.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -616357.812500 Penalty: 2876.371582
	Iteration 24Q: 3 clusters Score -616357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -616367.000000 Penalty: 2876.371582
	Iteration 25Q: 3 clusters Score -616367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -616376.750000 Penalty: 2876.371582
	Iteration 26Q: 3 clusters Score -616376.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -616383.187500 Penalty: 2876.371582
	Iteration 27Q: 3 clusters Score -616383.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -616386.000000 Penalty: 2876.371582
	Iteration 28Q: 3 clusters Score -616386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -616387.125000 Penalty: 2876.371582
	Iteration 29Q: 3 clusters Score -616387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -616387.125000 Penalty: 2876.371582
	Iteration 30F: 3 clusters Score -616387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Entering Unmasked Estep 
Score: -1568601.125000 Penalty: 1587.050415
	Iteration 0F: 2 clusters Score -1568601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1556596.375000 Penalty: 3174.100830
	Iteration 0F: 3 clusters Score -1556596 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1560964.000000 Penalty: 3174.100830
	Iteration 1F: 3 clusters Score -1560964 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1561465.375000 Penalty: 3174.100830
	Iteration 2F: 3 clusters Score -1561465 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1562150.375000 Penalty: 3174.100830
	Iteration 3F: 3 clusters Score -1562150 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1563359.875000 Penalty: 3174.100830
	Iteration 4F: 3 clusters Score -1563360 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1565164.875000 Penalty: 3174.100830
	Iteration 5F: 3 clusters Score -1565165 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1566980.125000 Penalty: 3174.100830
	Iteration 6F: 3 clusters Score -1566980 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -1568263.000000 Penalty: 3174.100830
	Iteration 7F: 3 clusters Score -1568263 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1568912.000000 Penalty: 3174.100830
	Iteration 8Q: 3 clusters Score -1568912 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1569199.625000 Penalty: 3174.100830
	Iteration 9Q: 3 clusters Score -1569200 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1569389.125000 Penalty: 3174.100830
	Iteration 10Q: 3 clusters Score -1569389 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1569521.500000 Penalty: 3174.100830
	Iteration 11Q: 3 clusters Score -1569522 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1569645.625000 Penalty: 3174.100830
	Iteration 12Q: 3 clusters Score -1569646 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1569757.625000 Penalty: 3174.100830
	Iteration 13Q: 3 clusters Score -1569758 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1569845.125000 Penalty: 3174.100830
	Iteration 14Q: 3 clusters Score -1569845 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1569923.875000 Penalty: 3174.100830
	Iteration 15Q: 3 clusters Score -1569924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1569986.750000 Penalty: 3174.100830
	Iteration 16Q: 3 clusters Score -1569987 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -1570020.250000 Penalty: 3174.100830
	Iteration 17Q: 3 clusters Score -1570020 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1570057.500000 Penalty: 3174.100830
	Iteration 18Q: 3 clusters Score -1570058 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -1570103.750000 Penalty: 3174.100830
	Iteration 19Q: 3 clusters Score -1570104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -1570138.000000 Penalty: 3174.100830
	Iteration 20F: 3 clusters Score -1570138 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -1570160.000000 Penalty: 3174.100830
	Iteration 21Q: 3 clusters Score -1570160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1570184.750000 Penalty: 3174.100830
	Iteration 22Q: 3 clusters Score -1570185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -1570205.375000 Penalty: 3174.100830
	Iteration 23Q: 3 clusters Score -1570205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -1570208.875000 Penalty: 3174.100830
	Iteration 24Q: 3 clusters Score -1570209 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1570226.125000 Penalty: 3174.100830
	Iteration 25Q: 3 clusters Score -1570226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -1570230.750000 Penalty: 3174.100830
	Iteration 26Q: 3 clusters Score -1570231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1570239.875000 Penalty: 3174.100830
	Iteration 27Q: 3 clusters Score -1570240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -1570236.375000 Penalty: 3174.100830
	Iteration 28Q: 3 clusters Score -1570236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -1570239.875000 Penalty: 3174.100830
	Iteration 29Q: 3 clusters Score -1570240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1570243.000000 Penalty: 3174.100830
	Iteration 30Q: 3 clusters Score -1570243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1570245.250000 Penalty: 3174.100830
	Iteration 31Q: 3 clusters Score -1570245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -1570242.625000 Penalty: 3174.100830
	Iteration 32Q: 3 clusters Score -1570243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1570244.500000 Penalty: 3174.100830
	Iteration 33Q: 3 clusters Score -1570244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -1570244.250000 Penalty: 3174.100830
	Iteration 34Q: 3 clusters Score -1570244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -1570244.625000 Penalty: 3174.100830
	Iteration 35Q: 3 clusters Score -1570245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1570243.500000 Penalty: 3174.100830
	Iteration 36Q: 3 clusters Score -1570244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1570243.000000 Penalty: 3174.100830
	Iteration 37Q: 3 clusters Score -1570243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1570246.000000 Penalty: 3174.100830
	Iteration 38Q: 3 clusters Score -1570246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -1570246.000000 Penalty: 3174.100830
	Iteration 39F: 3 clusters Score -1570246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
Score: -24798052.000000 Penalty: 42822.269531
Splitting cluster 10 changes total score from -24794808.000000 to -24798052.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 11 (4693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Entering Unmasked Estep 
Score: -433677.968750 Penalty: 1373.746826
	Iteration 0F: 2 clusters Score -433678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -429855.312500 Penalty: 2747.493652
	Iteration 0F: 3 clusters Score -429855.3 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -430850.875000 Penalty: 2747.493652
	Iteration 1F: 3 clusters Score -430850.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -431032.343750 Penalty: 2747.493652
	Iteration 2F: 3 clusters Score -431032.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -431131.187500 Penalty: 2747.493652
	Iteration 3F: 3 clusters Score -431131.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -431193.437500 Penalty: 2747.493652
	Iteration 4Q: 3 clusters Score -431193.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -431245.687500 Penalty: 2747.493652
	Iteration 5Q: 3 clusters Score -431245.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -431288.125000 Penalty: 2747.493652
	Iteration 6Q: 3 clusters Score -431288.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -431331.125000 Penalty: 2747.493652
	Iteration 7Q: 3 clusters Score -431331.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -431371.875000 Penalty: 2747.493652
	Iteration 8Q: 3 clusters Score -431371.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -431409.625000 Penalty: 2747.493652
	Iteration 9Q: 3 clusters Score -431409.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -431434.562500 Penalty: 2747.493652
	Iteration 10Q: 3 clusters Score -431434.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -431453.875000 Penalty: 2747.493652
	Iteration 11Q: 3 clusters Score -431453.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -431473.281250 Penalty: 2747.493652
	Iteration 12Q: 3 clusters Score -431473.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -431496.281250 Penalty: 2747.493652
	Iteration 13Q: 3 clusters Score -431496.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -431518.500000 Penalty: 2747.493652
	Iteration 14Q: 3 clusters Score -431518.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -431533.312500 Penalty: 2747.493652
	Iteration 15Q: 3 clusters Score -431533.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -431544.718750 Penalty: 2747.493652
	Iteration 16Q: 3 clusters Score -431544.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -431560.937500 Penalty: 2747.493652
	Iteration 17Q: 3 clusters Score -431560.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -431572.843750 Penalty: 2747.493652
	Iteration 18Q: 3 clusters Score -431572.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -431591.218750 Penalty: 2747.493652
	Iteration 19Q: 3 clusters Score -431591.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -431615.781250 Penalty: 2747.493652
	Iteration 20F: 3 clusters Score -431615.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -431643.906250 Penalty: 2747.493652
	Iteration 21Q: 3 clusters Score -431643.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -431674.437500 Penalty: 2747.493652
	Iteration 22Q: 3 clusters Score -431674.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -431706.500000 Penalty: 2747.493652
	Iteration 23Q: 3 clusters Score -431706.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -431751.125000 Penalty: 2747.493652
	Iteration 24Q: 3 clusters Score -431751.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -431795.250000 Penalty: 2747.493652
	Iteration 25Q: 3 clusters Score -431795.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -431835.656250 Penalty: 2747.493652
	Iteration 26Q: 3 clusters Score -431835.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -431884.406250 Penalty: 2747.493652
	Iteration 27Q: 3 clusters Score -431884.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -431937.000000 Penalty: 2747.493652
	Iteration 28Q: 3 clusters Score -431937 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -431977.531250 Penalty: 2747.493652
	Iteration 29Q: 3 clusters Score -431977.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -432012.125000 Penalty: 2747.493652
	Iteration 30Q: 3 clusters Score -432012.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -432059.937500 Penalty: 2747.493652
	Iteration 31Q: 3 clusters Score -432059.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -432108.062500 Penalty: 2747.493652
	Iteration 32Q: 3 clusters Score -432108.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -432158.000000 Penalty: 2747.493652
	Iteration 33Q: 3 clusters Score -432158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -432201.593750 Penalty: 2747.493652
	Iteration 34Q: 3 clusters Score -432201.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -432252.750000 Penalty: 2747.493652
	Iteration 35Q: 3 clusters Score -432252.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -432292.406250 Penalty: 2747.493652
	Iteration 36Q: 3 clusters Score -432292.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -432320.625000 Penalty: 2747.493652
	Iteration 37Q: 3 clusters Score -432320.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -432346.093750 Penalty: 2747.493652
	Iteration 38Q: 3 clusters Score -432346.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -432365.312500 Penalty: 2747.493652
	Iteration 39Q: 3 clusters Score -432365.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -432380.718750 Penalty: 2747.493652
	Iteration 40F: 3 clusters Score -432380.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -432391.437500 Penalty: 2747.493652
	Iteration 41Q: 3 clusters Score -432391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -432399.625000 Penalty: 2747.493652
	Iteration 42Q: 3 clusters Score -432399.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -432413.906250 Penalty: 2747.493652
	Iteration 43Q: 3 clusters Score -432413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -432423.687500 Penalty: 2747.493652
	Iteration 44Q: 3 clusters Score -432423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -432433.843750 Penalty: 2747.493652
	Iteration 45Q: 3 clusters Score -432433.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -432447.250000 Penalty: 2747.493652
	Iteration 46Q: 3 clusters Score -432447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -432458.062500 Penalty: 2747.493652
	Iteration 47Q: 3 clusters Score -432458.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -432470.468750 Penalty: 2747.493652
	Iteration 48Q: 3 clusters Score -432470.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -432478.281250 Penalty: 2747.493652
	Iteration 49Q: 3 clusters Score -432478.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -432482.812500 Penalty: 2747.493652
	Iteration 50Q: 3 clusters Score -432482.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -432487.156250 Penalty: 2747.493652
	Iteration 51Q: 3 clusters Score -432487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -432491.875000 Penalty: 2747.493652
	Iteration 52Q: 3 clusters Score -432491.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -432501.187500 Penalty: 2747.493652
	Iteration 53Q: 3 clusters Score -432501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -432504.625000 Penalty: 2747.493652
	Iteration 54Q: 3 clusters Score -432504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -432506.468750 Penalty: 2747.493652
	Iteration 55Q: 3 clusters Score -432506.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -432508.937500 Penalty: 2747.493652
	Iteration 56Q: 3 clusters Score -432508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -432508.687500 Penalty: 2747.493652
	Iteration 57Q: 3 clusters Score -432508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -432510.718750 Penalty: 2747.493652
	Iteration 58Q: 3 clusters Score -432510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -432512.593750 Penalty: 2747.493652
	Iteration 59Q: 3 clusters Score -432512.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -432514.937500 Penalty: 2747.493652
	Iteration 60F: 3 clusters Score -432514.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -432515.187500 Penalty: 2747.493652
	Iteration 61Q: 3 clusters Score -432515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -432515.187500 Penalty: 2747.493652
	Iteration 62F: 3 clusters Score -432515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Entering Unmasked Estep 
Score: -3409325.000000 Penalty: 1713.498169
	Iteration 0F: 2 clusters Score -3409325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -3383865.000000 Penalty: 3426.996338
	Iteration 0F: 3 clusters Score -3383865 nChanged 17709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3393822.750000 Penalty: 3426.996338
	Iteration 1F: 3 clusters Score -3393823 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -3394161.250000 Penalty: 3426.996338
	Iteration 2Q: 3 clusters Score -3394161 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3394464.750000 Penalty: 3426.996338
	Iteration 3Q: 3 clusters Score -3394465 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3394755.250000 Penalty: 3426.996338
	Iteration 4Q: 3 clusters Score -3394755 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -3395050.750000 Penalty: 3426.996338
	Iteration 5Q: 3 clusters Score -3395051 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3395402.750000 Penalty: 3426.996338
	Iteration 6Q: 3 clusters Score -3395403 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3395876.000000 Penalty: 3426.996338
	Iteration 7Q: 3 clusters Score -3395876 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -3396431.750000 Penalty: 3426.996338
	Iteration 8Q: 3 clusters Score -3396432 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -3397176.000000 Penalty: 3426.996338
	Iteration 9Q: 3 clusters Score -3397176 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -3398170.750000 Penalty: 3426.996338
	Iteration 10Q: 3 clusters Score -3398171 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -3399400.500000 Penalty: 3426.996338
	Iteration 11Q: 3 clusters Score -3399400 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -3400505.500000 Penalty: 3426.996338
	Iteration 12F: 3 clusters Score -3400506 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -3401223.750000 Penalty: 3426.996338
	Iteration 13Q: 3 clusters Score -3401224 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3401618.250000 Penalty: 3426.996338
	Iteration 14Q: 3 clusters Score -3401618 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3401793.750000 Penalty: 3426.996338
	Iteration 15Q: 3 clusters Score -3401794 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -3401923.000000 Penalty: 3426.996338
	Iteration 16Q: 3 clusters Score -3401923 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3402004.750000 Penalty: 3426.996338
	Iteration 17Q: 3 clusters Score -3402005 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3402107.000000 Penalty: 3426.996338
	Iteration 18Q: 3 clusters Score -3402107 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3402195.750000 Penalty: 3426.996338
	Iteration 19Q: 3 clusters Score -3402196 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3402286 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -3402400.500000 Penalty: 3426.996338
	Iteration 21Q: 3 clusters Score -3402400 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3402517.000000 Penalty: 3426.996338
	Iteration 22Q: 3 clusters Score -3402517 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -3402626.750000 Penalty: 3426.996338
	Iteration 23Q: 3 clusters Score -3402627 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -3402735.250000 Penalty: 3426.996338
	Iteration 24Q: 3 clusters Score -3402735 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3402858.250000 Penalty: 3426.996338
	Iteration 25Q: 3 clusters Score -3402858 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3402991.750000 Penalty: 3426.996338
	Iteration 26Q: 3 clusters Score -3402992 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3403117.250000 Penalty: 3426.996338
	Iteration 27Q: 3 clusters Score -3403117 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3403232.000000 Penalty: 3426.996338
	Iteration 28Q: 3 clusters Score -3403232 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3403339.750000 Penalty: 3426.996338
	Iteration 29Q: 3 clusters Score -3403340 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -3403495.750000 Penalty: 3426.996338
	Iteration 30Q: 3 clusters Score -3403496 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3403629.250000 Penalty: 3426.996338
	Iteration 31Q: 3 clusters Score -3403629 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -3403757.000000 Penalty: 3426.996338
	Iteration 32Q: 3 clusters Score -3403757 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3403864.000000 Penalty: 3426.996338
	Iteration 33Q: 3 clusters Score -3403864 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3403974.000000 Penalty: 3426.996338
	Iteration 34Q: 3 clusters Score -3403974 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3404095.750000 Penalty: 3426.996338
	Iteration 35Q: 3 clusters Score -3404096 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -3404265.250000 Penalty: 3426.996338
	Iteration 36Q: 3 clusters Score -3404265 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3404402.750000 Penalty: 3426.996338
	Iteration 37Q: 3 clusters Score -3404403 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3404534.000000 Penalty: 3426.996338
	Iteration 38Q: 3 clusters Score -3404534 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3404651.750000 Penalty: 3426.996338
	Iteration 39Q: 3 clusters Score -3404652 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3404735.750000 Penalty: 3426.996338
	Iteration 40F: 3 clusters Score -3404736 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3404834.500000 Penalty: 3426.996338
	Iteration 41Q: 3 clusters Score -3404834 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -3404924.750000 Penalty: 3426.996338
	Iteration 42Q: 3 clusters Score -3404925 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -3405017.500000 Penalty: 3426.996338
	Iteration 43Q: 3 clusters Score -3405018 nChanged 337
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3405110.250000 Penalty: 3426.996338
	Iteration 44Q: 3 clusters Score -3405110 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3405181.250000 Penalty: 3426.996338
	Iteration 45Q: 3 clusters Score -3405181 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3405235.500000 Penalty: 3426.996338
	Iteration 46Q: 3 clusters Score -3405236 nChanged 256
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Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -3405287.500000 Penalty: 3426.996338
	Iteration 47Q: 3 clusters Score -3405288 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -3405345.250000 Penalty: 3426.996338
	Iteration 48Q: 3 clusters Score -3405345 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3405392.250000 Penalty: 3426.996338
	Iteration 49Q: 3 clusters Score -3405392 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -3405435.750000 Penalty: 3426.996338
	Iteration 50Q: 3 clusters Score -3405436 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3405468 nChanged 165
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Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -3405488.750000 Penalty: 3426.996338
	Iteration 52Q: 3 clusters Score -3405489 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3405513.250000 Penalty: 3426.996338
	Iteration 53Q: 3 clusters Score -3405513 nChanged 132
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Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3405535 nChanged 121
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Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3405554.000000 Penalty: 3426.996338
	Iteration 55Q: 3 clusters Score -3405554 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3405569 nChanged 127
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Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -3405582.000000 Penalty: 3426.996338
	Iteration 57Q: 3 clusters Score -3405582 nChanged 139
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Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3405592.500000 Penalty: 3426.996338
	Iteration 58Q: 3 clusters Score -3405592 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -3405608.250000 Penalty: 3426.996338
	Iteration 59Q: 3 clusters Score -3405608 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -3405622.250000 Penalty: 3426.996338
	Iteration 60F: 3 clusters Score -3405622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -3405639.500000 Penalty: 3426.996338
	Iteration 61Q: 3 clusters Score -3405640 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3405643.750000 Penalty: 3426.996338
	Iteration 62Q: 3 clusters Score -3405644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -3405674.250000 Penalty: 3426.996338
	Iteration 63Q: 3 clusters Score -3405674 nChanged 142
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -3405697.250000 Penalty: 3426.996338
	Iteration 64Q: 3 clusters Score -3405697 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -3405714.250000 Penalty: 3426.996338
	Iteration 65Q: 3 clusters Score -3405714 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3405734.000000 Penalty: 3426.996338
	Iteration 66Q: 3 clusters Score -3405734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3405756.750000 Penalty: 3426.996338
	Iteration 67Q: 3 clusters Score -3405757 nChanged 147
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Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3405780 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -3405793.000000 Penalty: 3426.996338
	Iteration 69Q: 3 clusters Score -3405793 nChanged 201
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Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3405833.250000 Penalty: 3426.996338
	Iteration 70Q: 3 clusters Score -3405833 nChanged 220
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -3405882.500000 Penalty: 3426.996338
	Iteration 71Q: 3 clusters Score -3405882 nChanged 238
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -3405931.000000 Penalty: 3426.996338
	Iteration 72Q: 3 clusters Score -3405931 nChanged 282
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Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -3406005.000000 Penalty: 3426.996338
	Iteration 73Q: 3 clusters Score -3406005 nChanged 285
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Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3406098 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -3406189.500000 Penalty: 3426.996338
	Iteration 75Q: 3 clusters Score -3406190 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -3406274.750000 Penalty: 3426.996338
	Iteration 76Q: 3 clusters Score -3406275 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -3406362.500000 Penalty: 3426.996338
	Iteration 77Q: 3 clusters Score -3406362 nChanged 294
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Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3406468 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -3406584.250000 Penalty: 3426.996338
	Iteration 79Q: 3 clusters Score -3406584 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -3406677.000000 Penalty: 3426.996338
	Iteration 80F: 3 clusters Score -3406677 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -3406796.750000 Penalty: 3426.996338
	Iteration 81Q: 3 clusters Score -3406797 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3406911.000000 Penalty: 3426.996338
	Iteration 82Q: 3 clusters Score -3406911 nChanged 291
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Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -3407030.750000 Penalty: 3426.996338
	Iteration 83Q: 3 clusters Score -3407031 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3407134.500000 Penalty: 3426.996338
	Iteration 84Q: 3 clusters Score -3407134 nChanged 240
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Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3407227.000000 Penalty: 3426.996338
	Iteration 85Q: 3 clusters Score -3407227 nChanged 217
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3407306.500000 Penalty: 3426.996338
	Iteration 86Q: 3 clusters Score -3407306 nChanged 200
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Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3407408.000000 Penalty: 3426.996338
	Iteration 87Q: 3 clusters Score -3407408 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -3407480.250000 Penalty: 3426.996338
	Iteration 88Q: 3 clusters Score -3407480 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3407523.250000 Penalty: 3426.996338
	Iteration 89Q: 3 clusters Score -3407523 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3407561.500000 Penalty: 3426.996338
	Iteration 90Q: 3 clusters Score -3407562 nChanged 110
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Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3407590.000000 Penalty: 3426.996338
	Iteration 91Q: 3 clusters Score -3407590 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3407625.750000 Penalty: 3426.996338
	Iteration 92Q: 3 clusters Score -3407626 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3407653.000000 Penalty: 3426.996338
	Iteration 93Q: 3 clusters Score -3407653 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3407672.000000 Penalty: 3426.996338
	Iteration 94Q: 3 clusters Score -3407672 nChanged 76
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Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3407695.000000 Penalty: 3426.996338
	Iteration 95Q: 3 clusters Score -3407695 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3407725.000000 Penalty: 3426.996338
	Iteration 96Q: 3 clusters Score -3407725 nChanged 82
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Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3407753.750000 Penalty: 3426.996338
	Iteration 97Q: 3 clusters Score -3407754 nChanged 66
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Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3407779.750000 Penalty: 3426.996338
	Iteration 98Q: 3 clusters Score -3407780 nChanged 59
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Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3407791.250000 Penalty: 3426.996338
	Iteration 99Q: 3 clusters Score -3407791 nChanged 54
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Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -3407809.000000 Penalty: 3426.996338
	Iteration 100F: 3 clusters Score -3407809 nChanged 48
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Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3407829.000000 Penalty: 3426.996338
	Iteration 101Q: 3 clusters Score -3407829 nChanged 48
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Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3407852.750000 Penalty: 3426.996338
	Iteration 102Q: 3 clusters Score -3407853 nChanged 48
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Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3407875.250000 Penalty: 3426.996338
	Iteration 103Q: 3 clusters Score -3407875 nChanged 48
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Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3407888.750000 Penalty: 3426.996338
	Iteration 104Q: 3 clusters Score -3407889 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -3407916.000000 Penalty: 3426.996338
	Iteration 105Q: 3 clusters Score -3407916 nChanged 48
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Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3407933.500000 Penalty: 3426.996338
	Iteration 106Q: 3 clusters Score -3407934 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3407945.500000 Penalty: 3426.996338
	Iteration 107Q: 3 clusters Score -3407946 nChanged 32
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Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3407954.000000 Penalty: 3426.996338
	Iteration 108Q: 3 clusters Score -3407954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3407965.500000 Penalty: 3426.996338
	Iteration 109Q: 3 clusters Score -3407966 nChanged 17
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Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3407968.750000 Penalty: 3426.996338
	Iteration 110Q: 3 clusters Score -3407969 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3407980.000000 Penalty: 3426.996338
	Iteration 111Q: 3 clusters Score -3407980 nChanged 8
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Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -3407980.500000 Penalty: 3426.996338
	Iteration 112Q: 3 clusters Score -3407980 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3407989.000000 Penalty: 3426.996338
	Iteration 113Q: 3 clusters Score -3407989 nChanged 8
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Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3407989.250000 Penalty: 3426.996338
	Iteration 114Q: 3 clusters Score -3407989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3407987.750000 Penalty: 3426.996338
	Iteration 115Q: 3 clusters Score -3407988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3407993.750000 Penalty: 3426.996338
	Iteration 116Q: 3 clusters Score -3407994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3407999.750000 Penalty: 3426.996338
	Iteration 117Q: 3 clusters Score -3408000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3407998.000000 Penalty: 3426.996338
	Iteration 118Q: 3 clusters Score -3407998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3408009.000000 Penalty: 3426.996338
	Iteration 119Q: 3 clusters Score -3408009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3408002.750000 Penalty: 3426.996338
	Iteration 120F: 3 clusters Score -3408003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3408006.500000 Penalty: 3426.996338
	Iteration 121Q: 3 clusters Score -3408006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3408012.000000 Penalty: 3426.996338
	Iteration 122Q: 3 clusters Score -3408012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3408011.500000 Penalty: 3426.996338
	Iteration 123Q: 3 clusters Score -3408012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3408018.500000 Penalty: 3426.996338
	Iteration 124Q: 3 clusters Score -3408018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3408019.250000 Penalty: 3426.996338
	Iteration 125Q: 3 clusters Score -3408019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3408017.250000 Penalty: 3426.996338
	Iteration 126Q: 3 clusters Score -3408017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3408021.000000 Penalty: 3426.996338
	Iteration 127Q: 3 clusters Score -3408021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3408021.750000 Penalty: 3426.996338
	Iteration 128Q: 3 clusters Score -3408022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3408021.750000 Penalty: 3426.996338
	Iteration 129F: 3 clusters Score -3408022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -640414.875000 Penalty: 1445.183228
	Iteration 0F: 2 clusters Score -640414.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -635081.125000 Penalty: 2890.366455
	Iteration 0F: 3 clusters Score -635081.1 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -637161.250000 Penalty: 2890.366455
	Iteration 1F: 3 clusters Score -637161.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -637821.062500 Penalty: 2890.366455
	Iteration 2F: 3 clusters Score -637821.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -638558.375000 Penalty: 2890.366455
	Iteration 3F: 3 clusters Score -638558.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -639221.562500 Penalty: 2890.366455
	Iteration 4F: 3 clusters Score -639221.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -639697.062500 Penalty: 2890.366455
	Iteration 5F: 3 clusters Score -639697.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -639995.125000 Penalty: 2890.366455
	Iteration 6F: 3 clusters Score -639995.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -640184.875000 Penalty: 2890.366455
	Iteration 7Q: 3 clusters Score -640184.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -640312.937500 Penalty: 2890.366455
	Iteration 8Q: 3 clusters Score -640312.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -640387.687500 Penalty: 2890.366455
	Iteration 9Q: 3 clusters Score -640387.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -640424.375000 Penalty: 2890.366455
	Iteration 10Q: 3 clusters Score -640424.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -640447.125000 Penalty: 2890.366455
	Iteration 11Q: 3 clusters Score -640447.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -640462.125000 Penalty: 2890.366455
	Iteration 12Q: 3 clusters Score -640462.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -640471.750000 Penalty: 2890.366455
	Iteration 13Q: 3 clusters Score -640471.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -640476.250000 Penalty: 2890.366455
	Iteration 14Q: 3 clusters Score -640476.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -640481.000000 Penalty: 2890.366455
	Iteration 15Q: 3 clusters Score -640481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -640485.687500 Penalty: 2890.366455
	Iteration 16Q: 3 clusters Score -640485.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -640487.187500 Penalty: 2890.366455
	Iteration 17Q: 3 clusters Score -640487.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -640486.625000 Penalty: 2890.366455
	Iteration 18Q: 3 clusters Score -640486.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -640484.937500 Penalty: 2890.366455
	Iteration 19Q: 3 clusters Score -640484.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -640485.375000 Penalty: 2890.366455
	Iteration 20F: 3 clusters Score -640485.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -640487.687500 Penalty: 2890.366455
	Iteration 21Q: 3 clusters Score -640487.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -640487.875000 Penalty: 2890.366455
	Iteration 22Q: 3 clusters Score -640487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -640487.875000 Penalty: 2890.366455
	Iteration 23F: 3 clusters Score -640487.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 26259 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
Score: -24797564.000000 Penalty: 44861.425781
Splitting cluster 13 changes total score from -24794808.000000 to -24797564.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (26259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Entering Unmasked Estep 
Score: -2357200.500000 Penalty: 1653.561646
	Iteration 0F: 2 clusters Score -2357200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2339289.250000 Penalty: 3307.123291
	Iteration 0F: 3 clusters Score -2339289 nChanged 12239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2345929.500000 Penalty: 3307.123291
	Iteration 1F: 3 clusters Score -2345930 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2346563.500000 Penalty: 3307.123291
	Iteration 2F: 3 clusters Score -2346564 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2347560.000000 Penalty: 3307.123291
	Iteration 3F: 3 clusters Score -2347560 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2349019.250000 Penalty: 3307.123291
	Iteration 4F: 3 clusters Score -2349019 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2350589.750000 Penalty: 3307.123291
	Iteration 5F: 3 clusters Score -2350590 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -2352095.500000 Penalty: 3307.123291
	Iteration 6F: 3 clusters Score -2352096 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -2353405.750000 Penalty: 3307.123291
	Iteration 7F: 3 clusters Score -2353406 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2354365.250000 Penalty: 3307.123291
	Iteration 8F: 3 clusters Score -2354365 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2354981.250000 Penalty: 3307.123291
	Iteration 9Q: 3 clusters Score -2354981 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -2355410.000000 Penalty: 3307.123291
	Iteration 10Q: 3 clusters Score -2355410 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2355769.000000 Penalty: 3307.123291
	Iteration 11Q: 3 clusters Score -2355769 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2356054.500000 Penalty: 3307.123291
	Iteration 12Q: 3 clusters Score -2356054 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2356295.500000 Penalty: 3307.123291
	Iteration 13Q: 3 clusters Score -2356296 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2356481.000000 Penalty: 3307.123291
	Iteration 14Q: 3 clusters Score -2356481 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -2356632.750000 Penalty: 3307.123291
	Iteration 15Q: 3 clusters Score -2356633 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -2356754.500000 Penalty: 3307.123291
	Iteration 16Q: 3 clusters Score -2356754 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2356865.250000 Penalty: 3307.123291
	Iteration 17Q: 3 clusters Score -2356865 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -2356943.750000 Penalty: 3307.123291
	Iteration 18Q: 3 clusters Score -2356944 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2357023.500000 Penalty: 3307.123291
	Iteration 19Q: 3 clusters Score -2357024 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2357100.750000 Penalty: 3307.123291
	Iteration 20F: 3 clusters Score -2357101 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -2357181.750000 Penalty: 3307.123291
	Iteration 21Q: 3 clusters Score -2357182 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2357259.500000 Penalty: 3307.123291
	Iteration 22Q: 3 clusters Score -2357260 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2357340.250000 Penalty: 3307.123291
	Iteration 23Q: 3 clusters Score -2357340 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2357417.000000 Penalty: 3307.123291
	Iteration 24Q: 3 clusters Score -2357417 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2357479.500000 Penalty: 3307.123291
	Iteration 25Q: 3 clusters Score -2357480 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2357562.000000 Penalty: 3307.123291
	Iteration 26Q: 3 clusters Score -2357562 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2357631.500000 Penalty: 3307.123291
	Iteration 27Q: 3 clusters Score -2357632 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -2357691.000000 Penalty: 3307.123291
	Iteration 28Q: 3 clusters Score -2357691 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2357734.500000 Penalty: 3307.123291
	Iteration 29Q: 3 clusters Score -2357734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2357786.750000 Penalty: 3307.123291
	Iteration 30Q: 3 clusters Score -2357787 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -2357827.000000 Penalty: 3307.123291
	Iteration 31Q: 3 clusters Score -2357827 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -2357847.750000 Penalty: 3307.123291
	Iteration 32Q: 3 clusters Score -2357848 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2357871.000000 Penalty: 3307.123291
	Iteration 33Q: 3 clusters Score -2357871 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -2357888.750000 Penalty: 3307.123291
	Iteration 34Q: 3 clusters Score -2357889 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2357894.750000 Penalty: 3307.123291
	Iteration 35Q: 3 clusters Score -2357895 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -2357909.500000 Penalty: 3307.123291
	Iteration 36Q: 3 clusters Score -2357910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2357927.000000 Penalty: 3307.123291
	Iteration 37Q: 3 clusters Score -2357927 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -2357949.000000 Penalty: 3307.123291
	Iteration 38Q: 3 clusters Score -2357949 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -2357961.000000 Penalty: 3307.123291
	Iteration 39Q: 3 clusters Score -2357961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -2357976.500000 Penalty: 3307.123291
	Iteration 40F: 3 clusters Score -2357976 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2357981.750000 Penalty: 3307.123291
	Iteration 41Q: 3 clusters Score -2357982 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -2357984.500000 Penalty: 3307.123291
	Iteration 42Q: 3 clusters Score -2357984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2357990.750000 Penalty: 3307.123291
	Iteration 43Q: 3 clusters Score -2357991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -2357991.250000 Penalty: 3307.123291
	Iteration 44Q: 3 clusters Score -2357991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2357999.000000 Penalty: 3307.123291
	Iteration 45Q: 3 clusters Score -2357999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -2358001.750000 Penalty: 3307.123291
	Iteration 46Q: 3 clusters Score -2358002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -2358001.000000 Penalty: 3307.123291
	Iteration 47Q: 3 clusters Score -2358001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -2357999.250000 Penalty: 3307.123291
	Iteration 48Q: 3 clusters Score -2357999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -2358005.000000 Penalty: 3307.123291
	Iteration 49Q: 3 clusters Score -2358005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -2358006.000000 Penalty: 3307.123291
	Iteration 50Q: 3 clusters Score -2358006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -2358003.000000 Penalty: 3307.123291
	Iteration 51Q: 3 clusters Score -2358003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -2358006.500000 Penalty: 3307.123291
	Iteration 52Q: 3 clusters Score -2358006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2358002.000000 Penalty: 3307.123291
	Iteration 53Q: 3 clusters Score -2358002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -2358006.500000 Penalty: 3307.123291
	Iteration 54Q: 3 clusters Score -2358006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2358007.750000 Penalty: 3307.123291
	Iteration 55Q: 3 clusters Score -2358008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2358007.750000 Penalty: 3307.123291
	Iteration 56F: 3 clusters Score -2358008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 7702 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 23669 members 
Entering Unmasked Estep 
Score: -24798002.000000 Penalty: 46900.582031
Splitting cluster 14 changes total score from -24794808.000000 to -24798002.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (10906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Entering Unmasked Estep 
Score: -1025792.437500 Penalty: 1510.773682
	Iteration 0F: 2 clusters Score -1025792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1018116.687500 Penalty: 3021.547363
	Iteration 0F: 3 clusters Score -1018117 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1020849.125000 Penalty: 3021.547363
	Iteration 1F: 3 clusters Score -1020849 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1021266.250000 Penalty: 3021.547363
	Iteration 2F: 3 clusters Score -1021266 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1021640.437500 Penalty: 3021.547363
	Iteration 3F: 3 clusters Score -1021640 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1021961.062500 Penalty: 3021.547363
	Iteration 4F: 3 clusters Score -1021961 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1022346.062500 Penalty: 3021.547363
	Iteration 5F: 3 clusters Score -1022346 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1022773.875000 Penalty: 3021.547363
	Iteration 6F: 3 clusters Score -1022774 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1023213.125000 Penalty: 3021.547363
	Iteration 7F: 3 clusters Score -1023213 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1023644.625000 Penalty: 3021.547363
	Iteration 8Q: 3 clusters Score -1023645 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1023994.812500 Penalty: 3021.547363
	Iteration 9Q: 3 clusters Score -1023995 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1024228.812500 Penalty: 3021.547363
	Iteration 10Q: 3 clusters Score -1024229 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1024423.000000 Penalty: 3021.547363
	Iteration 11Q: 3 clusters Score -1024423 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1024562.562500 Penalty: 3021.547363
	Iteration 12Q: 3 clusters Score -1024563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1024628.687500 Penalty: 3021.547363
	Iteration 13Q: 3 clusters Score -1024629 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1024686.562500 Penalty: 3021.547363
	Iteration 14Q: 3 clusters Score -1024687 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1024718.375000 Penalty: 3021.547363
	Iteration 15Q: 3 clusters Score -1024718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1024736.187500 Penalty: 3021.547363
	Iteration 16Q: 3 clusters Score -1024736 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1024755.625000 Penalty: 3021.547363
	Iteration 17Q: 3 clusters Score -1024756 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1024760.812500 Penalty: 3021.547363
	Iteration 18Q: 3 clusters Score -1024761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1024766.875000 Penalty: 3021.547363
	Iteration 19Q: 3 clusters Score -1024767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -1024768.312500 Penalty: 3021.547363
	Iteration 20F: 3 clusters Score -1024768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1024766.562500 Penalty: 3021.547363
	Iteration 21Q: 3 clusters Score -1024767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1024766.562500 Penalty: 3021.547363
	Iteration 22F: 3 clusters Score -1024767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -127522.242188 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -127522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -125711.351562 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -125711.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -126239.093750 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -126239.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -126390.914062 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -126390.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -126514.765625 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -126514.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -126595.453125 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -126595.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -126656.281250 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -126656.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -126689.296875 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -126689.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -126709.335938 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -126709.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -126726.718750 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -126726.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -126740.773438 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -126740.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -126750.367188 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -126750.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -126755.414062 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -126755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -126755.984375 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -126756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -126756.734375 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -126756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126757.195312 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -126757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -126758.273438 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -126758.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -126759.375000 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -126759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -126760.343750 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -126760.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -126761.000000 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -126761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -126762.835938 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -126762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -126764.367188 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -126764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -126766.804688 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -126766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -126767.125000 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -126767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -126767.421875 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -126767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -126767.617188 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -126767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -126767.617188 Penalty: 2408.362793
	Iteration 25F: 3 clusters Score -126767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -194807.109375 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -194807.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -192572.984375 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -192573 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193061.468750 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -193061.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -193204.609375 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -193204.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193263.000000 Penalty: 2500.529541
	Iteration 3Q: 3 clusters Score -193263 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -193299.343750 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -193299.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -193325.562500 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -193325.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -193347.421875 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -193347.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -193361.687500 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -193361.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -193371.265625 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -193371.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -193379.437500 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -193379.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -193381.125000 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -193381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -193382.453125 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -193382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -193383.578125 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -193383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -193384.906250 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -193384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -193385.921875 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -193385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -193387.734375 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -193387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -193391.718750 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -193391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -193394.640625 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -193394.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -193398.687500 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -193398.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193399.843750 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -193399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -193402.500000 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -193402.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193404.750000 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -193404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -193405.968750 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -193406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -193406.984375 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -193407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -193407.375000 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -193407.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -193407.375000 Penalty: 2500.529541
	Iteration 25F: 3 clusters Score -193407.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Entering Unmasked Estep 
Score: -1286993.375000 Penalty: 1556.823853
	Iteration 0F: 2 clusters Score -1286993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1276941.500000 Penalty: 3113.647705
	Iteration 0F: 3 clusters Score -1276942 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1280377.250000 Penalty: 3113.647705
	Iteration 1F: 3 clusters Score -1280377 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1280671.000000 Penalty: 3113.647705
	Iteration 2F: 3 clusters Score -1280671 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1280965.000000 Penalty: 3113.647705
	Iteration 3Q: 3 clusters Score -1280965 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1281298.500000 Penalty: 3113.647705
	Iteration 4Q: 3 clusters Score -1281298 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1281748.500000 Penalty: 3113.647705
	Iteration 5F: 3 clusters Score -1281748 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1282395.000000 Penalty: 3113.647705
	Iteration 6F: 3 clusters Score -1282395 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1283239.875000 Penalty: 3113.647705
	Iteration 7F: 3 clusters Score -1283240 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1284233.625000 Penalty: 3113.647705
	Iteration 8F: 3 clusters Score -1284234 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1285163.125000 Penalty: 3113.647705
	Iteration 9F: 3 clusters Score -1285163 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1285933.125000 Penalty: 3113.647705
	Iteration 10F: 3 clusters Score -1285933 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1286348.750000 Penalty: 3113.647705
	Iteration 11Q: 3 clusters Score -1286349 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1286553.500000 Penalty: 3113.647705
	Iteration 12Q: 3 clusters Score -1286554 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1286631.875000 Penalty: 3113.647705
	Iteration 13Q: 3 clusters Score -1286632 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1286680.125000 Penalty: 3113.647705
	Iteration 14Q: 3 clusters Score -1286680 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1286711.125000 Penalty: 3113.647705
	Iteration 15Q: 3 clusters Score -1286711 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1286721.875000 Penalty: 3113.647705
	Iteration 16Q: 3 clusters Score -1286722 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1286727.625000 Penalty: 3113.647705
	Iteration 17Q: 3 clusters Score -1286728 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1286734.875000 Penalty: 3113.647705
	Iteration 18Q: 3 clusters Score -1286735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1286737.875000 Penalty: 3113.647705
	Iteration 19Q: 3 clusters Score -1286738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -1286738.250000 Penalty: 3113.647705
	Iteration 20F: 3 clusters Score -1286738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1286742.875000 Penalty: 3113.647705
	Iteration 21Q: 3 clusters Score -1286743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1286744.750000 Penalty: 3113.647705
	Iteration 22Q: 3 clusters Score -1286745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1286745.125000 Penalty: 3113.647705
	Iteration 23Q: 3 clusters Score -1286745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1286749.500000 Penalty: 3113.647705
	Iteration 24Q: 3 clusters Score -1286750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1286746.375000 Penalty: 3113.647705
	Iteration 25Q: 3 clusters Score -1286746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1286746.375000 Penalty: 3113.647705
	Iteration 26Q: 3 clusters Score -1286746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -1286749.250000 Penalty: 3113.647705
	Iteration 27Q: 3 clusters Score -1286749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1286748.375000 Penalty: 3113.647705
	Iteration 28Q: 3 clusters Score -1286748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1286748.250000 Penalty: 3113.647705
	Iteration 29Q: 3 clusters Score -1286748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1286749.125000 Penalty: 3113.647705
	Iteration 30Q: 3 clusters Score -1286749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1286749.000000 Penalty: 3113.647705
	Iteration 31Q: 3 clusters Score -1286749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1286745.625000 Penalty: 3113.647705
	Iteration 32Q: 3 clusters Score -1286746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1286746.250000 Penalty: 3113.647705
	Iteration 33Q: 3 clusters Score -1286746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1286748.000000 Penalty: 3113.647705
	Iteration 34Q: 3 clusters Score -1286748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1286748.875000 Penalty: 3113.647705
	Iteration 35Q: 3 clusters Score -1286749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1286751.125000 Penalty: 3113.647705
	Iteration 36Q: 3 clusters Score -1286751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -1286749.750000 Penalty: 3113.647705
	Iteration 37Q: 3 clusters Score -1286750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1286751.125000 Penalty: 3113.647705
	Iteration 38Q: 3 clusters Score -1286751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1286750.500000 Penalty: 3113.647705
	Iteration 39Q: 3 clusters Score -1286750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -1286753.125000 Penalty: 3113.647705
	Iteration 40F: 3 clusters Score -1286753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -1286755.250000 Penalty: 3113.647705
	Iteration 41Q: 3 clusters Score -1286755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1286756.375000 Penalty: 3113.647705
	Iteration 42Q: 3 clusters Score -1286756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1286755.875000 Penalty: 3113.647705
	Iteration 43Q: 3 clusters Score -1286756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1286755.875000 Penalty: 3113.647705
	Iteration 44F: 3 clusters Score -1286756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Entering Unmasked Estep 
Score: -260938.140625 Penalty: 1302.383301
	Iteration 0F: 2 clusters Score -260938.1 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 1521 members 
Entering Unmasked Estep 
Score: -258175.937500 Penalty: 2604.766602
	Iteration 0F: 3 clusters Score -258175.9 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -258929.421875 Penalty: 2604.766602
	Iteration 1F: 3 clusters Score -258929.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -259186.734375 Penalty: 2604.766602
	Iteration 2F: 3 clusters Score -259186.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -259406.031250 Penalty: 2604.766602
	Iteration 3F: 3 clusters Score -259406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -259658.609375 Penalty: 2604.766602
	Iteration 4F: 3 clusters Score -259658.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -259860.328125 Penalty: 2604.766602
	Iteration 5F: 3 clusters Score -259860.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -260017.625000 Penalty: 2604.766602
	Iteration 6F: 3 clusters Score -260017.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -260155.734375 Penalty: 2604.766602
	Iteration 7Q: 3 clusters Score -260155.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -260241.046875 Penalty: 2604.766602
	Iteration 8Q: 3 clusters Score -260241 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -260284.625000 Penalty: 2604.766602
	Iteration 9Q: 3 clusters Score -260284.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -260306.156250 Penalty: 2604.766602
	Iteration 10Q: 3 clusters Score -260306.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -260319.359375 Penalty: 2604.766602
	Iteration 11Q: 3 clusters Score -260319.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -260325.562500 Penalty: 2604.766602
	Iteration 12Q: 3 clusters Score -260325.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -260332.218750 Penalty: 2604.766602
	Iteration 13Q: 3 clusters Score -260332.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -260337.437500 Penalty: 2604.766602
	Iteration 14Q: 3 clusters Score -260337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -260342.875000 Penalty: 2604.766602
	Iteration 15Q: 3 clusters Score -260342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -260346.015625 Penalty: 2604.766602
	Iteration 16Q: 3 clusters Score -260346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -260349.890625 Penalty: 2604.766602
	Iteration 17Q: 3 clusters Score -260349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -260357.156250 Penalty: 2604.766602
	Iteration 18Q: 3 clusters Score -260357.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -260363.718750 Penalty: 2604.766602
	Iteration 19Q: 3 clusters Score -260363.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -260370.937500 Penalty: 2604.766602
	Iteration 20F: 3 clusters Score -260370.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -260375.968750 Penalty: 2604.766602
	Iteration 21Q: 3 clusters Score -260376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -260379.796875 Penalty: 2604.766602
	Iteration 22Q: 3 clusters Score -260379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -260382.812500 Penalty: 2604.766602
	Iteration 23Q: 3 clusters Score -260382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -260385.453125 Penalty: 2604.766602
	Iteration 24Q: 3 clusters Score -260385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -260388.843750 Penalty: 2604.766602
	Iteration 25Q: 3 clusters Score -260388.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -260390.859375 Penalty: 2604.766602
	Iteration 26Q: 3 clusters Score -260390.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -260391.203125 Penalty: 2604.766602
	Iteration 27Q: 3 clusters Score -260391.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -260393.171875 Penalty: 2604.766602
	Iteration 28Q: 3 clusters Score -260393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -260395.156250 Penalty: 2604.766602
	Iteration 29Q: 3 clusters Score -260395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -260395.953125 Penalty: 2604.766602
	Iteration 30Q: 3 clusters Score -260396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -260397.453125 Penalty: 2604.766602
	Iteration 31Q: 3 clusters Score -260397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -260398.265625 Penalty: 2604.766602
	Iteration 32Q: 3 clusters Score -260398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -260398.468750 Penalty: 2604.766602
	Iteration 33Q: 3 clusters Score -260398.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -260398.468750 Penalty: 2604.766602
	Iteration 34F: 3 clusters Score -260398.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Entering Unmasked Estep 
Score: -687833.937500 Penalty: 1454.250732
	Iteration 0F: 2 clusters Score -687833.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -682083.125000 Penalty: 2908.501465
	Iteration 0F: 3 clusters Score -682083.1 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -684074.625000 Penalty: 2908.501465
	Iteration 1F: 3 clusters Score -684074.6 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -684729.125000 Penalty: 2908.501465
	Iteration 2F: 3 clusters Score -684729.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -685640.312500 Penalty: 2908.501465
	Iteration 3F: 3 clusters Score -685640.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -686375.562500 Penalty: 2908.501465
	Iteration 4F: 3 clusters Score -686375.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -686834.187500 Penalty: 2908.501465
	Iteration 5F: 3 clusters Score -686834.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -687112.937500 Penalty: 2908.501465
	Iteration 6F: 3 clusters Score -687112.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -687310.000000 Penalty: 2908.501465
	Iteration 7Q: 3 clusters Score -687310 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -687422.812500 Penalty: 2908.501465
	Iteration 8Q: 3 clusters Score -687422.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -687530.687500 Penalty: 2908.501465
	Iteration 9Q: 3 clusters Score -687530.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -687614.375000 Penalty: 2908.501465
	Iteration 10Q: 3 clusters Score -687614.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -687686.187500 Penalty: 2908.501465
	Iteration 11Q: 3 clusters Score -687686.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -687748.875000 Penalty: 2908.501465
	Iteration 12Q: 3 clusters Score -687748.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -687803.437500 Penalty: 2908.501465
	Iteration 13Q: 3 clusters Score -687803.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -687855.312500 Penalty: 2908.501465
	Iteration 14Q: 3 clusters Score -687855.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -687879.625000 Penalty: 2908.501465
	Iteration 15Q: 3 clusters Score -687879.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -687899.812500 Penalty: 2908.501465
	Iteration 16Q: 3 clusters Score -687899.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -687911.250000 Penalty: 2908.501465
	Iteration 17Q: 3 clusters Score -687911.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -687918.500000 Penalty: 2908.501465
	Iteration 18Q: 3 clusters Score -687918.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -687923.937500 Penalty: 2908.501465
	Iteration 19Q: 3 clusters Score -687923.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -687926.375000 Penalty: 2908.501465
	Iteration 20F: 3 clusters Score -687926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -687930.375000 Penalty: 2908.501465
	Iteration 21Q: 3 clusters Score -687930.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -687928.937500 Penalty: 2908.501465
	Iteration 22Q: 3 clusters Score -687928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -687930.687500 Penalty: 2908.501465
	Iteration 23Q: 3 clusters Score -687930.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -687931.687500 Penalty: 2908.501465
	Iteration 24Q: 3 clusters Score -687931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -687932.312500 Penalty: 2908.501465
	Iteration 25Q: 3 clusters Score -687932.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -687932.250000 Penalty: 2908.501465
	Iteration 26Q: 3 clusters Score -687932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -687932.500000 Penalty: 2908.501465
	Iteration 27Q: 3 clusters Score -687932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -687932.250000 Penalty: 2908.501465
	Iteration 28Q: 3 clusters Score -687932.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -687932.437500 Penalty: 2908.501465
	Iteration 29Q: 3 clusters Score -687932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -687932.437500 Penalty: 2908.501465
	Iteration 30F: 3 clusters Score -687932.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 3 contains 10473 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 15048 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 21 contains 2174 members 
Mstep: Class 22 contains 5428 members 
Mstep: Class 23 contains 23669 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
Score: -24797526.000000 Penalty: 48939.738281
Splitting cluster 20 changes total score from -24794808.000000 to -24797526.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (5428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Entering Unmasked Estep 
Score: -475829.406250 Penalty: 1397.390503
	Iteration 0F: 2 clusters Score -475829.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -471604.343750 Penalty: 2794.781006
	Iteration 0F: 3 clusters Score -471604.3 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -472717.781250 Penalty: 2794.781006
	Iteration 1F: 3 clusters Score -472717.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -472895.531250 Penalty: 2794.781006
	Iteration 2F: 3 clusters Score -472895.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -473039.562500 Penalty: 2794.781006
	Iteration 3F: 3 clusters Score -473039.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -473179.406250 Penalty: 2794.781006
	Iteration 4Q: 3 clusters Score -473179.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -473295.562500 Penalty: 2794.781006
	Iteration 5Q: 3 clusters Score -473295.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -473397.343750 Penalty: 2794.781006
	Iteration 6Q: 3 clusters Score -473397.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -473480.437500 Penalty: 2794.781006
	Iteration 7Q: 3 clusters Score -473480.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -473543.625000 Penalty: 2794.781006
	Iteration 8Q: 3 clusters Score -473543.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -473601.156250 Penalty: 2794.781006
	Iteration 9Q: 3 clusters Score -473601.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -473653.125000 Penalty: 2794.781006
	Iteration 10Q: 3 clusters Score -473653.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -473702.281250 Penalty: 2794.781006
	Iteration 11Q: 3 clusters Score -473702.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -473745.437500 Penalty: 2794.781006
	Iteration 12Q: 3 clusters Score -473745.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -473782.843750 Penalty: 2794.781006
	Iteration 13Q: 3 clusters Score -473782.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -473815.843750 Penalty: 2794.781006
	Iteration 14Q: 3 clusters Score -473815.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -473846.031250 Penalty: 2794.781006
	Iteration 15Q: 3 clusters Score -473846 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -473874.312500 Penalty: 2794.781006
	Iteration 16Q: 3 clusters Score -473874.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -473902.312500 Penalty: 2794.781006
	Iteration 17Q: 3 clusters Score -473902.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -473922.343750 Penalty: 2794.781006
	Iteration 18Q: 3 clusters Score -473922.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -473942.000000 Penalty: 2794.781006
	Iteration 19Q: 3 clusters Score -473942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -473962.656250 Penalty: 2794.781006
	Iteration 20F: 3 clusters Score -473962.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -473980.718750 Penalty: 2794.781006
	Iteration 21Q: 3 clusters Score -473980.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -473997.718750 Penalty: 2794.781006
	Iteration 22Q: 3 clusters Score -473997.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -474017.187500 Penalty: 2794.781006
	Iteration 23Q: 3 clusters Score -474017.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -474034.062500 Penalty: 2794.781006
	Iteration 24Q: 3 clusters Score -474034.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -474053.343750 Penalty: 2794.781006
	Iteration 25Q: 3 clusters Score -474053.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -474072.875000 Penalty: 2794.781006
	Iteration 26Q: 3 clusters Score -474072.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -474089.843750 Penalty: 2794.781006
	Iteration 27Q: 3 clusters Score -474089.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -474104.468750 Penalty: 2794.781006
	Iteration 28Q: 3 clusters Score -474104.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -474112.906250 Penalty: 2794.781006
	Iteration 29Q: 3 clusters Score -474112.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -474121.468750 Penalty: 2794.781006
	Iteration 30Q: 3 clusters Score -474121.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -474125.437500 Penalty: 2794.781006
	Iteration 31Q: 3 clusters Score -474125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -474130.468750 Penalty: 2794.781006
	Iteration 32Q: 3 clusters Score -474130.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -474136.500000 Penalty: 2794.781006
	Iteration 33Q: 3 clusters Score -474136.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -474144.906250 Penalty: 2794.781006
	Iteration 34Q: 3 clusters Score -474144.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -474155.656250 Penalty: 2794.781006
	Iteration 35Q: 3 clusters Score -474155.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -474168.468750 Penalty: 2794.781006
	Iteration 36Q: 3 clusters Score -474168.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -474180.781250 Penalty: 2794.781006
	Iteration 37Q: 3 clusters Score -474180.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -474196.125000 Penalty: 2794.781006
	Iteration 38Q: 3 clusters Score -474196.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -474209.968750 Penalty: 2794.781006
	Iteration 39Q: 3 clusters Score -474210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -474224.406250 Penalty: 2794.781006
	Iteration 40F: 3 clusters Score -474224.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -474236.218750 Penalty: 2794.781006
	Iteration 41Q: 3 clusters Score -474236.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -474247.750000 Penalty: 2794.781006
	Iteration 42Q: 3 clusters Score -474247.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -474255.593750 Penalty: 2794.781006
	Iteration 43Q: 3 clusters Score -474255.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -474261.968750 Penalty: 2794.781006
	Iteration 44Q: 3 clusters Score -474262 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -474267.093750 Penalty: 2794.781006
	Iteration 45Q: 3 clusters Score -474267.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -474273.625000 Penalty: 2794.781006
	Iteration 46Q: 3 clusters Score -474273.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -474278.000000 Penalty: 2794.781006
	Iteration 47Q: 3 clusters Score -474278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -474283.625000 Penalty: 2794.781006
	Iteration 48Q: 3 clusters Score -474283.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -474290.625000 Penalty: 2794.781006
	Iteration 49Q: 3 clusters Score -474290.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -474298.250000 Penalty: 2794.781006
	Iteration 50Q: 3 clusters Score -474298.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -474303.031250 Penalty: 2794.781006
	Iteration 51Q: 3 clusters Score -474303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -474312.406250 Penalty: 2794.781006
	Iteration 52Q: 3 clusters Score -474312.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -474324.468750 Penalty: 2794.781006
	Iteration 53Q: 3 clusters Score -474324.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -474334.250000 Penalty: 2794.781006
	Iteration 54Q: 3 clusters Score -474334.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -474342.156250 Penalty: 2794.781006
	Iteration 55Q: 3 clusters Score -474342.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -474349.250000 Penalty: 2794.781006
	Iteration 56Q: 3 clusters Score -474349.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -474358.906250 Penalty: 2794.781006
	Iteration 57Q: 3 clusters Score -474358.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -474367.531250 Penalty: 2794.781006
	Iteration 58Q: 3 clusters Score -474367.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -474379.093750 Penalty: 2794.781006
	Iteration 59Q: 3 clusters Score -474379.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -474388.781250 Penalty: 2794.781006
	Iteration 60F: 3 clusters Score -474388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -474400.062500 Penalty: 2794.781006
	Iteration 61Q: 3 clusters Score -474400.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -474409.781250 Penalty: 2794.781006
	Iteration 62Q: 3 clusters Score -474409.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -474417.062500 Penalty: 2794.781006
	Iteration 63Q: 3 clusters Score -474417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -474424.250000 Penalty: 2794.781006
	Iteration 64Q: 3 clusters Score -474424.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -474426.812500 Penalty: 2794.781006
	Iteration 65Q: 3 clusters Score -474426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -474431.250000 Penalty: 2794.781006
	Iteration 66Q: 3 clusters Score -474431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -474436.281250 Penalty: 2794.781006
	Iteration 67Q: 3 clusters Score -474436.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -474441.718750 Penalty: 2794.781006
	Iteration 68Q: 3 clusters Score -474441.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -474448.093750 Penalty: 2794.781006
	Iteration 69Q: 3 clusters Score -474448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -474452.906250 Penalty: 2794.781006
	Iteration 70Q: 3 clusters Score -474452.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -474460.937500 Penalty: 2794.781006
	Iteration 71Q: 3 clusters Score -474460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -474468.250000 Penalty: 2794.781006
	Iteration 72Q: 3 clusters Score -474468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -474472.312500 Penalty: 2794.781006
	Iteration 73Q: 3 clusters Score -474472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -474473.906250 Penalty: 2794.781006
	Iteration 74Q: 3 clusters Score -474473.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -474476.656250 Penalty: 2794.781006
	Iteration 75Q: 3 clusters Score -474476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -474478.750000 Penalty: 2794.781006
	Iteration 76Q: 3 clusters Score -474478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -474480.125000 Penalty: 2794.781006
	Iteration 77Q: 3 clusters Score -474480.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -474481.156250 Penalty: 2794.781006
	Iteration 78Q: 3 clusters Score -474481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -474482.562500 Penalty: 2794.781006
	Iteration 79Q: 3 clusters Score -474482.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -474484.250000 Penalty: 2794.781006
	Iteration 80F: 3 clusters Score -474484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -474486.125000 Penalty: 2794.781006
	Iteration 81Q: 3 clusters Score -474486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -474489.468750 Penalty: 2794.781006
	Iteration 82Q: 3 clusters Score -474489.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -474495.250000 Penalty: 2794.781006
	Iteration 83Q: 3 clusters Score -474495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -474499.031250 Penalty: 2794.781006
	Iteration 84Q: 3 clusters Score -474499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -474502.093750 Penalty: 2794.781006
	Iteration 85Q: 3 clusters Score -474502.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -474503.718750 Penalty: 2794.781006
	Iteration 86Q: 3 clusters Score -474503.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -474506.343750 Penalty: 2794.781006
	Iteration 87Q: 3 clusters Score -474506.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -474507.750000 Penalty: 2794.781006
	Iteration 88Q: 3 clusters Score -474507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -474507.968750 Penalty: 2794.781006
	Iteration 89Q: 3 clusters Score -474508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -474509.281250 Penalty: 2794.781006
	Iteration 90Q: 3 clusters Score -474509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -474509.968750 Penalty: 2794.781006
	Iteration 91Q: 3 clusters Score -474510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -474512.062500 Penalty: 2794.781006
	Iteration 92Q: 3 clusters Score -474512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -474513.687500 Penalty: 2794.781006
	Iteration 93Q: 3 clusters Score -474513.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -474515.781250 Penalty: 2794.781006
	Iteration 94Q: 3 clusters Score -474515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -474517.437500 Penalty: 2794.781006
	Iteration 95Q: 3 clusters Score -474517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -474519.031250 Penalty: 2794.781006
	Iteration 96Q: 3 clusters Score -474519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -474518.656250 Penalty: 2794.781006
	Iteration 97Q: 3 clusters Score -474518.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -474521.062500 Penalty: 2794.781006
	Iteration 98Q: 3 clusters Score -474521.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -474521.468750 Penalty: 2794.781006
	Iteration 99Q: 3 clusters Score -474521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -474522.781250 Penalty: 2794.781006
	Iteration 100F: 3 clusters Score -474522.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -474523.187500 Penalty: 2794.781006
	Iteration 101Q: 3 clusters Score -474523.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -474523.375000 Penalty: 2794.781006
	Iteration 102Q: 3 clusters Score -474523.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -474525.093750 Penalty: 2794.781006
	Iteration 103Q: 3 clusters Score -474525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -474525.218750 Penalty: 2794.781006
	Iteration 104Q: 3 clusters Score -474525.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -474526.500000 Penalty: 2794.781006
	Iteration 105Q: 3 clusters Score -474526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -474528.187500 Penalty: 2794.781006
	Iteration 106Q: 3 clusters Score -474528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -474528.406250 Penalty: 2794.781006
	Iteration 107Q: 3 clusters Score -474528.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -474529.875000 Penalty: 2794.781006
	Iteration 108Q: 3 clusters Score -474529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -474529.875000 Penalty: 2794.781006
	Iteration 109F: 3 clusters Score -474529.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 65083 members 
Mstep: Class 4 contains 4941 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 8 contains 15708 members 
Mstep: Class 9 contains 6977 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 4693 members 
Mstep: Class 12 contains 37972 members 
Mstep: Class 13 contains 5110 members 
Mstep: Class 14 contains 2590 members 
Mstep: Class 15 contains 10906 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 14479 members 
Mstep: Class 19 contains 3025 members 
Mstep: Class 20 contains 6364 members 
Mstep: Class 22 contains 5428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800460.000000 Penalty: 48939.738281
Iteration 39Q: 25 clusters Score -2.480046e+07 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 64924 members 
Mstep: Class 3 contains 11214 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 2278 members 
Mstep: Class 6 contains 1897 members 
Mstep: Class 7 contains 14872 members 
Mstep: Class 8 contains 15328 members 
Mstep: Class 9 contains 6990 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 38051 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 11118 members 
Mstep: Class 16 contains 1633 members 
Mstep: Class 17 contains 2226 members 
Mstep: Class 18 contains 14303 members 
Mstep: Class 19 contains 3043 members 
Mstep: Class 20 contains 6504 members 
Mstep: Class 21 contains 2135 members 
Mstep: Class 22 contains 5440 members 
Mstep: Class 23 contains 23070 members 
Mstep: Class 24 contains 1327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802588.000000 Penalty: 48939.738281
Iteration 40F: 25 clusters Score -2.480259e+07 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 64835 members 
Mstep: Class 3 contains 11738 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 1863 members 
Mstep: Class 7 contains 15204 members 
Mstep: Class 8 contains 15020 members 
Mstep: Class 9 contains 6948 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 4719 members 
Mstep: Class 12 contains 37876 members 
Mstep: Class 13 contains 5307 members 
Mstep: Class 14 contains 2831 members 
Mstep: Class 15 contains 11138 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 14136 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 20 contains 6492 members 
Mstep: Class 21 contains 2299 members 
Mstep: Class 22 contains 5412 members 
Mstep: Class 23 contains 23215 members 
Mstep: Class 24 contains 1353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24803336.000000 Penalty: 48939.738281
Iteration 41Q: 25 clusters Score -2.480334e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 64760 members 
Mstep: Class 3 contains 12087 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 2325 members 
Mstep: Class 6 contains 1834 members 
Mstep: Class 7 contains 15445 members 
Mstep: Class 8 contains 14800 members 
Mstep: Class 9 contains 6926 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 37765 members 
Mstep: Class 13 contains 5368 members 
Mstep: Class 14 contains 2912 members 
Mstep: Class 15 contains 11197 members 
Mstep: Class 16 contains 1602 members 
Mstep: Class 17 contains 2205 members 
Mstep: Class 18 contains 13963 members 
Mstep: Class 19 contains 3008 members 
Mstep: Class 20 contains 6496 members 
Mstep: Class 21 contains 2368 members 
Mstep: Class 22 contains 5396 members 
Mstep: Class 23 contains 23326 members 
Mstep: Class 24 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24803858.000000 Penalty: 48939.738281
Iteration 42Q: 25 clusters Score -2.480386e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 64685 members 
Mstep: Class 3 contains 12372 members 
Mstep: Class 4 contains 4937 members 
Mstep: Class 5 contains 2339 members 
Mstep: Class 6 contains 1813 members 
Mstep: Class 7 contains 15723 members 
Mstep: Class 8 contains 14643 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 37651 members 
Mstep: Class 13 contains 5408 members 
Mstep: Class 14 contains 2962 members 
Mstep: Class 15 contains 11302 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 13806 members 
Mstep: Class 19 contains 2987 members 
Mstep: Class 20 contains 6503 members 
Mstep: Class 21 contains 2404 members 
Mstep: Class 22 contains 5389 members 
Mstep: Class 23 contains 23448 members 
Mstep: Class 24 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24804234.000000 Penalty: 48939.738281
Iteration 43Q: 25 clusters Score -2.480423e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 64627 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 2351 members 
Mstep: Class 6 contains 1791 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 14531 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 2345 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 37514 members 
Mstep: Class 13 contains 5444 members 
Mstep: Class 14 contains 2995 members 
Mstep: Class 15 contains 11417 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 2186 members 
Mstep: Class 18 contains 13650 members 
Mstep: Class 19 contains 2978 members 
Mstep: Class 20 contains 6506 members 
Mstep: Class 21 contains 2418 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 23567 members 
Mstep: Class 24 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24804450.000000 Penalty: 48939.738281
Iteration 44Q: 25 clusters Score -2.480445e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 64567 members 
Mstep: Class 3 contains 12803 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 2377 members 
Mstep: Class 6 contains 1774 members 
Mstep: Class 7 contains 16218 members 
Mstep: Class 8 contains 14435 members 
Mstep: Class 9 contains 6844 members 
Mstep: Class 10 contains 2341 members 
Mstep: Class 11 contains 4696 members 
Mstep: Class 12 contains 37417 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 3024 members 
Mstep: Class 15 contains 11542 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 13503 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 6501 members 
Mstep: Class 21 contains 2421 members 
Mstep: Class 22 contains 5369 members 
Mstep: Class 23 contains 23671 members 
Mstep: Class 24 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24804738.000000 Penalty: 48939.738281
Iteration 45Q: 25 clusters Score -2.480474e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 64504 members 
Mstep: Class 3 contains 12964 members 
Mstep: Class 4 contains 4926 members 
Mstep: Class 5 contains 2412 members 
Mstep: Class 6 contains 1756 members 
Mstep: Class 7 contains 16436 members 
Mstep: Class 8 contains 14352 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 4695 members 
Mstep: Class 12 contains 37319 members 
Mstep: Class 13 contains 5478 members 
Mstep: Class 14 contains 3057 members 
Mstep: Class 15 contains 11665 members 
Mstep: Class 16 contains 1590 members 
Mstep: Class 17 contains 2170 members 
Mstep: Class 18 contains 13353 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 6493 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 5354 members 
Mstep: Class 23 contains 23747 members 
Mstep: Class 24 contains 1369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805004.000000 Penalty: 48939.738281
Iteration 46Q: 25 clusters Score -2.4805e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 64439 members 
Mstep: Class 3 contains 13115 members 
Mstep: Class 4 contains 4928 members 
Mstep: Class 5 contains 2450 members 
Mstep: Class 6 contains 1746 members 
Mstep: Class 7 contains 16676 members 
Mstep: Class 8 contains 14283 members 
Mstep: Class 9 contains 6769 members 
Mstep: Class 10 contains 2359 members 
Mstep: Class 11 contains 4694 members 
Mstep: Class 12 contains 37214 members 
Mstep: Class 13 contains 5499 members 
Mstep: Class 14 contains 3081 members 
Mstep: Class 15 contains 11795 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 13194 members 
Mstep: Class 19 contains 2976 members 
Mstep: Class 20 contains 6499 members 
Mstep: Class 21 contains 2432 members 
Mstep: Class 22 contains 5340 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805122.000000 Penalty: 48939.738281
Iteration 47Q: 25 clusters Score -2.480512e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 64379 members 
Mstep: Class 3 contains 13220 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 2466 members 
Mstep: Class 6 contains 1737 members 
Mstep: Class 7 contains 16911 members 
Mstep: Class 8 contains 14212 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 2363 members 
Mstep: Class 11 contains 4690 members 
Mstep: Class 12 contains 37098 members 
Mstep: Class 13 contains 5522 members 
Mstep: Class 14 contains 3101 members 
Mstep: Class 15 contains 11914 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 13054 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 6515 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 5326 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 1372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805240.000000 Penalty: 48939.738281
Iteration 48Q: 25 clusters Score -2.480524e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 64334 members 
Mstep: Class 3 contains 13308 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 2475 members 
Mstep: Class 6 contains 1727 members 
Mstep: Class 7 contains 17129 members 
Mstep: Class 8 contains 14173 members 
Mstep: Class 9 contains 6698 members 
Mstep: Class 10 contains 2361 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 37004 members 
Mstep: Class 13 contains 5537 members 
Mstep: Class 14 contains 3120 members 
Mstep: Class 15 contains 12044 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 12925 members 
Mstep: Class 19 contains 2972 members 
Mstep: Class 20 contains 6530 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 5318 members 
Mstep: Class 23 contains 23934 members 
Mstep: Class 24 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805418.000000 Penalty: 48939.738281
Iteration 49Q: 25 clusters Score -2.480542e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 64292 members 
Mstep: Class 3 contains 13391 members 
Mstep: Class 4 contains 4935 members 
Mstep: Class 5 contains 2481 members 
Mstep: Class 6 contains 1719 members 
Mstep: Class 7 contains 17329 members 
Mstep: Class 8 contains 14144 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 2349 members 
Mstep: Class 11 contains 4689 members 
Mstep: Class 12 contains 36893 members 
Mstep: Class 13 contains 5547 members 
Mstep: Class 14 contains 3129 members 
Mstep: Class 15 contains 12219 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 12806 members 
Mstep: Class 19 contains 2970 members 
Mstep: Class 20 contains 6542 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5310 members 
Mstep: Class 23 contains 23992 members 
Mstep: Class 24 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805588.000000 Penalty: 48939.738281
Iteration 50Q: 25 clusters Score -2.480559e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 64265 members 
Mstep: Class 3 contains 13473 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 2489 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 17524 members 
Mstep: Class 8 contains 14122 members 
Mstep: Class 9 contains 6645 members 
Mstep: Class 10 contains 2347 members 
Mstep: Class 11 contains 4687 members 
Mstep: Class 12 contains 36771 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 12402 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2160 members 
Mstep: Class 18 contains 12704 members 
Mstep: Class 19 contains 2967 members 
Mstep: Class 20 contains 6540 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5308 members 
Mstep: Class 23 contains 24037 members 
Mstep: Class 24 contains 1373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805746.000000 Penalty: 48939.738281
Iteration 51Q: 25 clusters Score -2.480575e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 64240 members 
Mstep: Class 3 contains 13537 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 2496 members 
Mstep: Class 6 contains 1704 members 
Mstep: Class 7 contains 17702 members 
Mstep: Class 8 contains 14100 members 
Mstep: Class 9 contains 6628 members 
Mstep: Class 10 contains 2344 members 
Mstep: Class 11 contains 4687 members 
Mstep: Class 12 contains 36621 members 
Mstep: Class 13 contains 5578 members 
Mstep: Class 14 contains 3148 members 
Mstep: Class 15 contains 12614 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2165 members 
Mstep: Class 18 contains 12615 members 
Mstep: Class 19 contains 2960 members 
Mstep: Class 20 contains 6552 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 24071 members 
Mstep: Class 24 contains 1377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805798.000000 Penalty: 48939.738281
Iteration 52Q: 25 clusters Score -2.48058e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 64207 members 
Mstep: Class 3 contains 13586 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 2502 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 17845 members 
Mstep: Class 8 contains 14075 members 
Mstep: Class 9 contains 6609 members 
Mstep: Class 10 contains 2332 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 36521 members 
Mstep: Class 13 contains 5586 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 12835 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 2164 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 5288 members 
Mstep: Class 23 contains 24106 members 
Mstep: Class 24 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805912.000000 Penalty: 48939.738281
Iteration 53Q: 25 clusters Score -2.480591e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 64177 members 
Mstep: Class 3 contains 13619 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 2511 members 
Mstep: Class 6 contains 1686 members 
Mstep: Class 7 contains 17993 members 
Mstep: Class 8 contains 14058 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 4682 members 
Mstep: Class 12 contains 36415 members 
Mstep: Class 13 contains 5596 members 
Mstep: Class 14 contains 3172 members 
Mstep: Class 15 contains 13034 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 2162 members 
Mstep: Class 18 contains 12488 members 
Mstep: Class 19 contains 2954 members 
Mstep: Class 20 contains 6576 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 5278 members 
Mstep: Class 23 contains 24150 members 
Mstep: Class 24 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806016.000000 Penalty: 48939.738281
Iteration 54Q: 25 clusters Score -2.480602e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 64151 members 
Mstep: Class 3 contains 13640 members 
Mstep: Class 4 contains 4903 members 
Mstep: Class 5 contains 2533 members 
Mstep: Class 6 contains 1674 members 
Mstep: Class 7 contains 18117 members 
Mstep: Class 8 contains 14032 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 2315 members 
Mstep: Class 11 contains 4681 members 
Mstep: Class 12 contains 36305 members 
Mstep: Class 13 contains 5606 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 13248 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 2158 members 
Mstep: Class 18 contains 12458 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 6581 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5274 members 
Mstep: Class 23 contains 24190 members 
Mstep: Class 24 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806148.000000 Penalty: 48939.738281
Iteration 55Q: 25 clusters Score -2.480615e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 64124 members 
Mstep: Class 3 contains 13655 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 2551 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 18243 members 
Mstep: Class 8 contains 14007 members 
Mstep: Class 9 contains 6548 members 
Mstep: Class 10 contains 2301 members 
Mstep: Class 11 contains 4677 members 
Mstep: Class 12 contains 36247 members 
Mstep: Class 13 contains 5618 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 15 contains 13452 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 12418 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 20 contains 6590 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5267 members 
Mstep: Class 23 contains 24209 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806174.000000 Penalty: 48939.738281
Iteration 56Q: 25 clusters Score -2.480617e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 64090 members 
Mstep: Class 3 contains 13680 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 2560 members 
Mstep: Class 6 contains 1660 members 
Mstep: Class 7 contains 18330 members 
Mstep: Class 8 contains 13990 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 2282 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 36205 members 
Mstep: Class 13 contains 5632 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 13656 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2156 members 
Mstep: Class 18 contains 12375 members 
Mstep: Class 19 contains 2947 members 
Mstep: Class 20 contains 6595 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 24227 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806240.000000 Penalty: 48939.738281
Iteration 57Q: 25 clusters Score -2.480624e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 64079 members 
Mstep: Class 3 contains 13695 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 1655 members 
Mstep: Class 7 contains 18407 members 
Mstep: Class 8 contains 13976 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 2260 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 36169 members 
Mstep: Class 13 contains 5639 members 
Mstep: Class 14 contains 3243 members 
Mstep: Class 15 contains 13856 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 2155 members 
Mstep: Class 18 contains 12337 members 
Mstep: Class 19 contains 2943 members 
Mstep: Class 20 contains 6605 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 24245 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806248.000000 Penalty: 48939.738281
Iteration 58Q: 25 clusters Score -2.480625e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 64064 members 
Mstep: Class 3 contains 13717 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 1646 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 13955 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 2239 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 36116 members 
Mstep: Class 13 contains 5650 members 
Mstep: Class 14 contains 3255 members 
Mstep: Class 15 contains 14066 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 2149 members 
Mstep: Class 18 contains 12307 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 6613 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5266 members 
Mstep: Class 23 contains 24268 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806388.000000 Penalty: 48939.738281
Iteration 59Q: 25 clusters Score -2.480639e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 64054 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 8 contains 13933 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 2218 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 36069 members 
Mstep: Class 13 contains 5655 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 14253 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 12279 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 6630 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 24288 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806502.000000 Penalty: 48939.738281
Iteration 60F: 25 clusters Score -2.48065e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 64054 members 
Mstep: Class 3 contains 13744 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 2566 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 18619 members 
Mstep: Class 8 contains 13916 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 36014 members 
Mstep: Class 13 contains 5662 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 15 contains 14453 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 12257 members 
Mstep: Class 19 contains 2936 members 
Mstep: Class 20 contains 6641 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 5265 members 
Mstep: Class 23 contains 24306 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806564.000000 Penalty: 48939.738281
Iteration 61Q: 25 clusters Score -2.480656e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 64070 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 1621 members 
Mstep: Class 7 contains 18663 members 
Mstep: Class 8 contains 13895 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35965 members 
Mstep: Class 13 contains 5660 members 
Mstep: Class 14 contains 3299 members 
Mstep: Class 15 contains 14655 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 2937 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 2460 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 24329 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806628.000000 Penalty: 48939.738281
Iteration 62Q: 25 clusters Score -2.480663e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 64082 members 
Mstep: Class 3 contains 13746 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 1618 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 13883 members 
Mstep: Class 9 contains 6527 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35918 members 
Mstep: Class 13 contains 5665 members 
Mstep: Class 14 contains 3311 members 
Mstep: Class 15 contains 14859 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 12214 members 
Mstep: Class 19 contains 2935 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5262 members 
Mstep: Class 23 contains 24346 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806734.000000 Penalty: 48939.738281
Iteration 63Q: 25 clusters Score -2.480673e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 64083 members 
Mstep: Class 3 contains 13755 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 2565 members 
Mstep: Class 6 contains 1616 members 
Mstep: Class 7 contains 18764 members 
Mstep: Class 8 contains 13863 members 
Mstep: Class 9 contains 6523 members 
Mstep: Class 10 contains 2185 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 35879 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 15038 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 12190 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 24356 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806764.000000 Penalty: 48939.738281
Iteration 64Q: 25 clusters Score -2.480676e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 64102 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 2569 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 18818 members 
Mstep: Class 8 contains 13852 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 2181 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35834 members 
Mstep: Class 13 contains 5676 members 
Mstep: Class 14 contains 3339 members 
Mstep: Class 15 contains 15211 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 12161 members 
Mstep: Class 19 contains 2929 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 24368 members 
Mstep: Class 24 contains 1381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806816.000000 Penalty: 48939.738281
Iteration 65Q: 25 clusters Score -2.480682e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 64111 members 
Mstep: Class 3 contains 13756 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2567 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 18854 members 
Mstep: Class 8 contains 13833 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 2175 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 35806 members 
Mstep: Class 13 contains 5681 members 
Mstep: Class 14 contains 3350 members 
Mstep: Class 15 contains 15377 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 12133 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 24387 members 
Mstep: Class 24 contains 1382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806818.000000 Penalty: 48939.738281
Iteration 66Q: 25 clusters Score -2.480682e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 64123 members 
Mstep: Class 3 contains 13756 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 18877 members 
Mstep: Class 8 contains 13809 members 
Mstep: Class 9 contains 6519 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35789 members 
Mstep: Class 13 contains 5683 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 15 contains 15542 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 12114 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 24395 members 
Mstep: Class 24 contains 1385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806800.000000 Penalty: 48939.738281
Iteration 67Q: 25 clusters Score -2.48068e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 64142 members 
Mstep: Class 3 contains 13747 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 2563 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 18897 members 
Mstep: Class 8 contains 13795 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35761 members 
Mstep: Class 13 contains 5691 members 
Mstep: Class 14 contains 3380 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 12097 members 
Mstep: Class 19 contains 2927 members 
Mstep: Class 20 contains 6649 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 24390 members 
Mstep: Class 24 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806892.000000 Penalty: 48939.738281
Iteration 68Q: 25 clusters Score -2.480689e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 64165 members 
Mstep: Class 3 contains 13750 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 1612 members 
Mstep: Class 7 contains 18922 members 
Mstep: Class 8 contains 13776 members 
Mstep: Class 9 contains 6515 members 
Mstep: Class 10 contains 2163 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35728 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 15 contains 15829 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 12086 members 
Mstep: Class 19 contains 2925 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 24384 members 
Mstep: Class 24 contains 1388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806936.000000 Penalty: 48939.738281
Iteration 69Q: 25 clusters Score -2.480694e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 64191 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 18941 members 
Mstep: Class 8 contains 13756 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35702 members 
Mstep: Class 13 contains 5693 members 
Mstep: Class 14 contains 3407 members 
Mstep: Class 15 contains 15967 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 12077 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 6638 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 24372 members 
Mstep: Class 24 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806998.000000 Penalty: 48939.738281
Iteration 70Q: 25 clusters Score -2.4807e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 64222 members 
Mstep: Class 3 contains 13751 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 1609 members 
Mstep: Class 7 contains 18955 members 
Mstep: Class 8 contains 13747 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35685 members 
Mstep: Class 13 contains 5695 members 
Mstep: Class 14 contains 3418 members 
Mstep: Class 15 contains 16115 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 12070 members 
Mstep: Class 19 contains 2924 members 
Mstep: Class 20 contains 6642 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24358 members 
Mstep: Class 24 contains 1393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807092.000000 Penalty: 48939.738281
Iteration 71Q: 25 clusters Score -2.480709e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 64270 members 
Mstep: Class 3 contains 13741 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 1608 members 
Mstep: Class 7 contains 18981 members 
Mstep: Class 8 contains 13743 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 2156 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35649 members 
Mstep: Class 13 contains 5698 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 16244 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 12060 members 
Mstep: Class 19 contains 2923 members 
Mstep: Class 20 contains 6646 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24349 members 
Mstep: Class 24 contains 1395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807108.000000 Penalty: 48939.738281
Iteration 72Q: 25 clusters Score -2.480711e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 64302 members 
Mstep: Class 3 contains 13733 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2570 members 
Mstep: Class 6 contains 1606 members 
Mstep: Class 7 contains 18996 members 
Mstep: Class 8 contains 13750 members 
Mstep: Class 9 contains 6514 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35609 members 
Mstep: Class 13 contains 5699 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 16382 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 12054 members 
Mstep: Class 19 contains 2921 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 24342 members 
Mstep: Class 24 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807138.000000 Penalty: 48939.738281
Iteration 73Q: 25 clusters Score -2.480714e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 64324 members 
Mstep: Class 3 contains 13734 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 2571 members 
Mstep: Class 6 contains 1603 members 
Mstep: Class 7 contains 19029 members 
Mstep: Class 8 contains 13752 members 
Mstep: Class 9 contains 6510 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35563 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 16505 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 12053 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24325 members 
Mstep: Class 24 contains 1402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807180.000000 Penalty: 48939.738281
Iteration 74Q: 25 clusters Score -2.480718e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 64364 members 
Mstep: Class 3 contains 13730 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 1601 members 
Mstep: Class 7 contains 19057 members 
Mstep: Class 8 contains 13756 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35533 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 16630 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 2917 members 
Mstep: Class 20 contains 6643 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24312 members 
Mstep: Class 24 contains 1407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807196.000000 Penalty: 48939.738281
Iteration 75Q: 25 clusters Score -2.48072e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 64396 members 
Mstep: Class 3 contains 13727 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 2572 members 
Mstep: Class 6 contains 1598 members 
Mstep: Class 7 contains 19093 members 
Mstep: Class 8 contains 13760 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 2155 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 35504 members 
Mstep: Class 13 contains 5703 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 16745 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 12034 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24305 members 
Mstep: Class 24 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807172.000000 Penalty: 48939.738281
Iteration 76Q: 25 clusters Score -2.480717e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 64423 members 
Mstep: Class 3 contains 13720 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 1594 members 
Mstep: Class 7 contains 19119 members 
Mstep: Class 8 contains 13761 members 
Mstep: Class 9 contains 6511 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35481 members 
Mstep: Class 13 contains 5706 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 16855 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 12025 members 
Mstep: Class 19 contains 2913 members 
Mstep: Class 20 contains 6633 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 24299 members 
Mstep: Class 24 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807224.000000 Penalty: 48939.738281
Iteration 77Q: 25 clusters Score -2.480722e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 64449 members 
Mstep: Class 3 contains 13705 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 19146 members 
Mstep: Class 8 contains 13772 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35455 members 
Mstep: Class 13 contains 5709 members 
Mstep: Class 14 contains 3444 members 
Mstep: Class 15 contains 16965 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 12019 members 
Mstep: Class 19 contains 2912 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 24285 members 
Mstep: Class 24 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807290.000000 Penalty: 48939.738281
Iteration 78Q: 25 clusters Score -2.480729e+07 nChanged 317
Entering ConstructFrom: 
Score: -24807290.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (27922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Entering Unmasked Estep 
Score: -2592592.750000 Penalty: 1663.540161
	Iteration 0F: 2 clusters Score -2592593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2573638.750000 Penalty: 3327.080322
	Iteration 0F: 3 clusters Score -2573639 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2580891.000000 Penalty: 3327.080322
	Iteration 1F: 3 clusters Score -2580891 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2581321.500000 Penalty: 3327.080322
	Iteration 2Q: 3 clusters Score -2581322 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2581821.000000 Penalty: 3327.080322
	Iteration 3Q: 3 clusters Score -2581821 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -2582483.000000 Penalty: 3327.080322
	Iteration 4Q: 3 clusters Score -2582483 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2583402.000000 Penalty: 3327.080322
	Iteration 5F: 3 clusters Score -2583402 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2584694.750000 Penalty: 3327.080322
	Iteration 6F: 3 clusters Score -2584695 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -2586342.000000 Penalty: 3327.080322
	Iteration 7F: 3 clusters Score -2586342 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2588067.500000 Penalty: 3327.080322
	Iteration 8F: 3 clusters Score -2588068 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -2589445.750000 Penalty: 3327.080322
	Iteration 9F: 3 clusters Score -2589446 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -2590257.500000 Penalty: 3327.080322
	Iteration 10Q: 3 clusters Score -2590258 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 27213 members 
Entering Unmasked Estep 
Score: -2590676.500000 Penalty: 3327.080322
	Iteration 11Q: 3 clusters Score -2590676 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2590875.000000 Penalty: 3327.080322
	Iteration 12Q: 3 clusters Score -2590875 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2590992.250000 Penalty: 3327.080322
	Iteration 13Q: 3 clusters Score -2590992 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2591045.000000 Penalty: 3327.080322
	Iteration 14Q: 3 clusters Score -2591045 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2591104.000000 Penalty: 3327.080322
	Iteration 15Q: 3 clusters Score -2591104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2591128.000000 Penalty: 3327.080322
	Iteration 16Q: 3 clusters Score -2591128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -2591144.000000 Penalty: 3327.080322
	Iteration 17Q: 3 clusters Score -2591144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -2591148.000000 Penalty: 3327.080322
	Iteration 18Q: 3 clusters Score -2591148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -2591161.250000 Penalty: 3327.080322
	Iteration 19Q: 3 clusters Score -2591161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -2591164.250000 Penalty: 3327.080322
	Iteration 20F: 3 clusters Score -2591164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2591163.500000 Penalty: 3327.080322
	Iteration 21Q: 3 clusters Score -2591164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -2591163.500000 Penalty: 3327.080322
	Iteration 22F: 3 clusters Score -2591164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64477 members 
Entering Unmasked Estep 
Score: -5990657.000000 Penalty: 1799.535400
	Iteration 0F: 2 clusters Score -5990657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -5947684.000000 Penalty: 3599.070801
	Iteration 0F: 3 clusters Score -5947684 nChanged 30627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -5965856.000000 Penalty: 3599.070801
	Iteration 1F: 3 clusters Score -5965856 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -5967159.000000 Penalty: 3599.070801
	Iteration 2Q: 3 clusters Score -5967159 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -5969184.000000 Penalty: 3599.070801
	Iteration 3F: 3 clusters Score -5969184 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -5972074.500000 Penalty: 3599.070801
	Iteration 4F: 3 clusters Score -5972074 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -5975600.000000 Penalty: 3599.070801
	Iteration 5F: 3 clusters Score -5975600 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -5979485.000000 Penalty: 3599.070801
	Iteration 6F: 3 clusters Score -5979485 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 57966 members 
Entering Unmasked Estep 
Score: -5983108.500000 Penalty: 3599.070801
	Iteration 7F: 3 clusters Score -5983108 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -5985638.500000 Penalty: 3599.070801
	Iteration 8Q: 3 clusters Score -5985638 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -5987267.000000 Penalty: 3599.070801
	Iteration 9Q: 3 clusters Score -5987267 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -5988129.500000 Penalty: 3599.070801
	Iteration 10Q: 3 clusters Score -5988130 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63798 members 
Entering Unmasked Estep 
Score: -5988558.000000 Penalty: 3599.070801
	Iteration 11Q: 3 clusters Score -5988558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 63996 members 
Entering Unmasked Estep 
Score: -5988734.500000 Penalty: 3599.070801
	Iteration 12Q: 3 clusters Score -5988734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 64087 members 
Entering Unmasked Estep 
Score: -5988837.000000 Penalty: 3599.070801
	Iteration 13Q: 3 clusters Score -5988837 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 64134 members 
Entering Unmasked Estep 
Score: -5988905.500000 Penalty: 3599.070801
	Iteration 14Q: 3 clusters Score -5988906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -5988945.500000 Penalty: 3599.070801
	Iteration 15Q: 3 clusters Score -5988946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -5988981.000000 Penalty: 3599.070801
	Iteration 16Q: 3 clusters Score -5988981 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -5988997.500000 Penalty: 3599.070801
	Iteration 17Q: 3 clusters Score -5988998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -5989020.000000 Penalty: 3599.070801
	Iteration 18Q: 3 clusters Score -5989020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 64221 members 
Entering Unmasked Estep 
Score: -5989036.500000 Penalty: 3599.070801
	Iteration 19Q: 3 clusters Score -5989036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 64227 members 
Entering Unmasked Estep 
Score: -5989049.000000 Penalty: 3599.070801
	Iteration 20F: 3 clusters Score -5989049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 64234 members 
Entering Unmasked Estep 
Score: -5989058.500000 Penalty: 3599.070801
	Iteration 21Q: 3 clusters Score -5989058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 64237 members 
Entering Unmasked Estep 
Score: -5989067.000000 Penalty: 3599.070801
	Iteration 22Q: 3 clusters Score -5989067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 64240 members 
Entering Unmasked Estep 
Score: -5989067.000000 Penalty: 3599.070801
	Iteration 23Q: 3 clusters Score -5989067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -5989071.500000 Penalty: 3599.070801
	Iteration 24Q: 3 clusters Score -5989072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 64243 members 
Entering Unmasked Estep 
Score: -5989074.000000 Penalty: 3599.070801
	Iteration 25Q: 3 clusters Score -5989074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -5989072.000000 Penalty: 3599.070801
	Iteration 26Q: 3 clusters Score -5989072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -5989073.000000 Penalty: 3599.070801
	Iteration 27Q: 3 clusters Score -5989073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 64247 members 
Entering Unmasked Estep 
Score: -5989079.500000 Penalty: 3599.070801
	Iteration 28Q: 3 clusters Score -5989080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -5989078.500000 Penalty: 3599.070801
	Iteration 29Q: 3 clusters Score -5989078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -5989078.500000 Penalty: 3599.070801
	Iteration 30Q: 3 clusters Score -5989078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -5989078.500000 Penalty: 3599.070801
	Iteration 31F: 3 clusters Score -5989078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Entering Unmasked Estep 
Score: -1248917.125000 Penalty: 1547.730347
	Iteration 0F: 2 clusters Score -1248917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1239365.125000 Penalty: 3095.460693
	Iteration 0F: 3 clusters Score -1239365 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1242681.750000 Penalty: 3095.460693
	Iteration 1F: 3 clusters Score -1242682 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1243138.250000 Penalty: 3095.460693
	Iteration 2F: 3 clusters Score -1243138 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1243700.000000 Penalty: 3095.460693
	Iteration 3F: 3 clusters Score -1243700 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1244440.875000 Penalty: 3095.460693
	Iteration 4F: 3 clusters Score -1244441 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1245413.125000 Penalty: 3095.460693
	Iteration 5F: 3 clusters Score -1245413 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1246403.000000 Penalty: 3095.460693
	Iteration 6F: 3 clusters Score -1246403 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1247185.125000 Penalty: 3095.460693
	Iteration 7F: 3 clusters Score -1247185 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1247757.625000 Penalty: 3095.460693
	Iteration 8Q: 3 clusters Score -1247758 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1248129.500000 Penalty: 3095.460693
	Iteration 9Q: 3 clusters Score -1248130 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1248351.625000 Penalty: 3095.460693
	Iteration 10Q: 3 clusters Score -1248352 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1248501.500000 Penalty: 3095.460693
	Iteration 11Q: 3 clusters Score -1248502 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1248583.625000 Penalty: 3095.460693
	Iteration 12Q: 3 clusters Score -1248584 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1248636.750000 Penalty: 3095.460693
	Iteration 13Q: 3 clusters Score -1248637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1248655.000000 Penalty: 3095.460693
	Iteration 14Q: 3 clusters Score -1248655 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1248664.625000 Penalty: 3095.460693
	Iteration 15Q: 3 clusters Score -1248665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1248671.125000 Penalty: 3095.460693
	Iteration 16Q: 3 clusters Score -1248671 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1248678.625000 Penalty: 3095.460693
	Iteration 17Q: 3 clusters Score -1248679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1248682.000000 Penalty: 3095.460693
	Iteration 18Q: 3 clusters Score -1248682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1248685.000000 Penalty: 3095.460693
	Iteration 19Q: 3 clusters Score -1248685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1248687.625000 Penalty: 3095.460693
	Iteration 20F: 3 clusters Score -1248688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1248685.125000 Penalty: 3095.460693
	Iteration 21Q: 3 clusters Score -1248685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1248689.125000 Penalty: 3095.460693
	Iteration 22Q: 3 clusters Score -1248689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -1248689.375000 Penalty: 3095.460693
	Iteration 23Q: 3 clusters Score -1248689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1248692.625000 Penalty: 3095.460693
	Iteration 24Q: 3 clusters Score -1248693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1248690.875000 Penalty: 3095.460693
	Iteration 25Q: 3 clusters Score -1248691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1248692.875000 Penalty: 3095.460693
	Iteration 26Q: 3 clusters Score -1248693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1248695.125000 Penalty: 3095.460693
	Iteration 27Q: 3 clusters Score -1248695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1248692.750000 Penalty: 3095.460693
	Iteration 28Q: 3 clusters Score -1248693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1248691.875000 Penalty: 3095.460693
	Iteration 29Q: 3 clusters Score -1248692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1248691.875000 Penalty: 3095.460693
	Iteration 30F: 3 clusters Score -1248692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Entering Unmasked Estep 
Score: -393626.750000 Penalty: 1379.929810
	Iteration 0F: 2 clusters Score -393626.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -389774.281250 Penalty: 2759.859619
	Iteration 0F: 3 clusters Score -389774.3 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -391147.062500 Penalty: 2759.859619
	Iteration 1F: 3 clusters Score -391147.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -391617.875000 Penalty: 2759.859619
	Iteration 2F: 3 clusters Score -391617.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -392029.093750 Penalty: 2759.859619
	Iteration 3F: 3 clusters Score -392029.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -392308.718750 Penalty: 2759.859619
	Iteration 4F: 3 clusters Score -392308.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -392536.843750 Penalty: 2759.859619
	Iteration 5F: 3 clusters Score -392536.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -392704.093750 Penalty: 2759.859619
	Iteration 6Q: 3 clusters Score -392704.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -392826.156250 Penalty: 2759.859619
	Iteration 7Q: 3 clusters Score -392826.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -392935.593750 Penalty: 2759.859619
	Iteration 8Q: 3 clusters Score -392935.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -393015.281250 Penalty: 2759.859619
	Iteration 9Q: 3 clusters Score -393015.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -393078.718750 Penalty: 2759.859619
	Iteration 10Q: 3 clusters Score -393078.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -393112.781250 Penalty: 2759.859619
	Iteration 11Q: 3 clusters Score -393112.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -393144.468750 Penalty: 2759.859619
	Iteration 12Q: 3 clusters Score -393144.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -393170.000000 Penalty: 2759.859619
	Iteration 13Q: 3 clusters Score -393170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -393194.250000 Penalty: 2759.859619
	Iteration 14Q: 3 clusters Score -393194.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -393210.812500 Penalty: 2759.859619
	Iteration 15Q: 3 clusters Score -393210.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -393222.937500 Penalty: 2759.859619
	Iteration 16Q: 3 clusters Score -393222.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -393228.062500 Penalty: 2759.859619
	Iteration 17Q: 3 clusters Score -393228.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -393230.593750 Penalty: 2759.859619
	Iteration 18Q: 3 clusters Score -393230.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -393232.593750 Penalty: 2759.859619
	Iteration 19Q: 3 clusters Score -393232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -393236.000000 Penalty: 2759.859619
	Iteration 20F: 3 clusters Score -393236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -393240.937500 Penalty: 2759.859619
	Iteration 21Q: 3 clusters Score -393240.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -393241.750000 Penalty: 2759.859619
	Iteration 22Q: 3 clusters Score -393241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -393245.562500 Penalty: 2759.859619
	Iteration 23Q: 3 clusters Score -393245.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -393248.968750 Penalty: 2759.859619
	Iteration 24Q: 3 clusters Score -393249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -393252.562500 Penalty: 2759.859619
	Iteration 25Q: 3 clusters Score -393252.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -393254.093750 Penalty: 2759.859619
	Iteration 26Q: 3 clusters Score -393254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -393254.000000 Penalty: 2759.859619
	Iteration 27Q: 3 clusters Score -393254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -393254.375000 Penalty: 2759.859619
	Iteration 28Q: 3 clusters Score -393254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -393255.593750 Penalty: 2759.859619
	Iteration 29Q: 3 clusters Score -393255.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -393255.875000 Penalty: 2759.859619
	Iteration 30Q: 3 clusters Score -393255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -393256.031250 Penalty: 2759.859619
	Iteration 31Q: 3 clusters Score -393256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -393256.031250 Penalty: 2759.859619
	Iteration 32F: 3 clusters Score -393256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Entering Unmasked Estep 
Score: -232313.578125 Penalty: 1276.084595
	Iteration 0F: 2 clusters Score -232313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -229890.093750 Penalty: 2552.169189
	Iteration 0F: 3 clusters Score -229890.1 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -230441.250000 Penalty: 2552.169189
	Iteration 1F: 3 clusters Score -230441.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -230582.453125 Penalty: 2552.169189
	Iteration 2F: 3 clusters Score -230582.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230664.640625 Penalty: 2552.169189
	Iteration 3Q: 3 clusters Score -230664.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -230741.531250 Penalty: 2552.169189
	Iteration 4Q: 3 clusters Score -230741.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -230800.281250 Penalty: 2552.169189
	Iteration 5Q: 3 clusters Score -230800.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -230839.093750 Penalty: 2552.169189
	Iteration 6Q: 3 clusters Score -230839.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -230876.015625 Penalty: 2552.169189
	Iteration 7Q: 3 clusters Score -230876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -230912.734375 Penalty: 2552.169189
	Iteration 8Q: 3 clusters Score -230912.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -230956.296875 Penalty: 2552.169189
	Iteration 9Q: 3 clusters Score -230956.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -230992.609375 Penalty: 2552.169189
	Iteration 10Q: 3 clusters Score -230992.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231028.937500 Penalty: 2552.169189
	Iteration 11Q: 3 clusters Score -231028.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231055.500000 Penalty: 2552.169189
	Iteration 12Q: 3 clusters Score -231055.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231072.125000 Penalty: 2552.169189
	Iteration 13Q: 3 clusters Score -231072.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -231079.906250 Penalty: 2552.169189
	Iteration 14Q: 3 clusters Score -231079.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231084.390625 Penalty: 2552.169189
	Iteration 15Q: 3 clusters Score -231084.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231092.062500 Penalty: 2552.169189
	Iteration 16Q: 3 clusters Score -231092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -231100.187500 Penalty: 2552.169189
	Iteration 17Q: 3 clusters Score -231100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -231107.203125 Penalty: 2552.169189
	Iteration 18Q: 3 clusters Score -231107.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231110.484375 Penalty: 2552.169189
	Iteration 19Q: 3 clusters Score -231110.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -231112.328125 Penalty: 2552.169189
	Iteration 20F: 3 clusters Score -231112.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -231115.296875 Penalty: 2552.169189
	Iteration 21Q: 3 clusters Score -231115.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -231117.156250 Penalty: 2552.169189
	Iteration 22Q: 3 clusters Score -231117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -231117.968750 Penalty: 2552.169189
	Iteration 23Q: 3 clusters Score -231118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231119.453125 Penalty: 2552.169189
	Iteration 24Q: 3 clusters Score -231119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231119.953125 Penalty: 2552.169189
	Iteration 25Q: 3 clusters Score -231120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -231120.390625 Penalty: 2552.169189
	Iteration 26Q: 3 clusters Score -231120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231121.703125 Penalty: 2552.169189
	Iteration 27Q: 3 clusters Score -231121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -231122.812500 Penalty: 2552.169189
	Iteration 28Q: 3 clusters Score -231122.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -231123.984375 Penalty: 2552.169189
	Iteration 29Q: 3 clusters Score -231124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -231124.875000 Penalty: 2552.169189
	Iteration 30Q: 3 clusters Score -231124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -231126.375000 Penalty: 2552.169189
	Iteration 31Q: 3 clusters Score -231126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -231128.187500 Penalty: 2552.169189
	Iteration 32Q: 3 clusters Score -231128.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -231131.265625 Penalty: 2552.169189
	Iteration 33Q: 3 clusters Score -231131.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -231134.796875 Penalty: 2552.169189
	Iteration 34Q: 3 clusters Score -231134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -231137.937500 Penalty: 2552.169189
	Iteration 35Q: 3 clusters Score -231137.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -231141.062500 Penalty: 2552.169189
	Iteration 36Q: 3 clusters Score -231141.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -231142.375000 Penalty: 2552.169189
	Iteration 37Q: 3 clusters Score -231142.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -231143.671875 Penalty: 2552.169189
	Iteration 38Q: 3 clusters Score -231143.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -231144.468750 Penalty: 2552.169189
	Iteration 39Q: 3 clusters Score -231144.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -231146.328125 Penalty: 2552.169189
	Iteration 40F: 3 clusters Score -231146.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -231147.968750 Penalty: 2552.169189
	Iteration 41Q: 3 clusters Score -231148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -231149.546875 Penalty: 2552.169189
	Iteration 42Q: 3 clusters Score -231149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -231151.125000 Penalty: 2552.169189
	Iteration 43Q: 3 clusters Score -231151.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -231151.953125 Penalty: 2552.169189
	Iteration 44Q: 3 clusters Score -231152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -231153.515625 Penalty: 2552.169189
	Iteration 45Q: 3 clusters Score -231153.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231155.687500 Penalty: 2552.169189
	Iteration 46Q: 3 clusters Score -231155.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -231158.656250 Penalty: 2552.169189
	Iteration 47Q: 3 clusters Score -231158.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -231161.031250 Penalty: 2552.169189
	Iteration 48Q: 3 clusters Score -231161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -231163.437500 Penalty: 2552.169189
	Iteration 49Q: 3 clusters Score -231163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -231165.062500 Penalty: 2552.169189
	Iteration 50Q: 3 clusters Score -231165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -231165.140625 Penalty: 2552.169189
	Iteration 51Q: 3 clusters Score -231165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -231165.140625 Penalty: 2552.169189
	Iteration 52F: 3 clusters Score -231165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Entering Unmasked Estep 
Score: -132788.218750 Penalty: 1197.047363
	Iteration 0F: 2 clusters Score -132788.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -130952.218750 Penalty: 2394.094727
	Iteration 0F: 3 clusters Score -130952.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131327.437500 Penalty: 2394.094727
	Iteration 1F: 3 clusters Score -131327.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131450.968750 Penalty: 2394.094727
	Iteration 2F: 3 clusters Score -131451 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -131535.593750 Penalty: 2394.094727
	Iteration 3F: 3 clusters Score -131535.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -131593.218750 Penalty: 2394.094727
	Iteration 4Q: 3 clusters Score -131593.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -131624.187500 Penalty: 2394.094727
	Iteration 5Q: 3 clusters Score -131624.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -131645.187500 Penalty: 2394.094727
	Iteration 6Q: 3 clusters Score -131645.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -131654.546875 Penalty: 2394.094727
	Iteration 7Q: 3 clusters Score -131654.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -131660.031250 Penalty: 2394.094727
	Iteration 8Q: 3 clusters Score -131660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -131665.734375 Penalty: 2394.094727
	Iteration 9Q: 3 clusters Score -131665.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -131675.953125 Penalty: 2394.094727
	Iteration 10Q: 3 clusters Score -131676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -131687.625000 Penalty: 2394.094727
	Iteration 11Q: 3 clusters Score -131687.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131697.390625 Penalty: 2394.094727
	Iteration 12Q: 3 clusters Score -131697.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -131705.312500 Penalty: 2394.094727
	Iteration 13Q: 3 clusters Score -131705.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -131712.281250 Penalty: 2394.094727
	Iteration 14Q: 3 clusters Score -131712.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -131719.343750 Penalty: 2394.094727
	Iteration 15Q: 3 clusters Score -131719.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -131726.640625 Penalty: 2394.094727
	Iteration 16Q: 3 clusters Score -131726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -131734.062500 Penalty: 2394.094727
	Iteration 17Q: 3 clusters Score -131734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131738.484375 Penalty: 2394.094727
	Iteration 18Q: 3 clusters Score -131738.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -131742.468750 Penalty: 2394.094727
	Iteration 19Q: 3 clusters Score -131742.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -131746.265625 Penalty: 2394.094727
	Iteration 20F: 3 clusters Score -131746.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131752.359375 Penalty: 2394.094727
	Iteration 21Q: 3 clusters Score -131752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131754.062500 Penalty: 2394.094727
	Iteration 22Q: 3 clusters Score -131754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131755.343750 Penalty: 2394.094727
	Iteration 23Q: 3 clusters Score -131755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -131756.625000 Penalty: 2394.094727
	Iteration 24Q: 3 clusters Score -131756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131756.734375 Penalty: 2394.094727
	Iteration 25Q: 3 clusters Score -131756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131757.156250 Penalty: 2394.094727
	Iteration 26Q: 3 clusters Score -131757.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -131757.765625 Penalty: 2394.094727
	Iteration 27Q: 3 clusters Score -131757.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -131758.046875 Penalty: 2394.094727
	Iteration 28Q: 3 clusters Score -131758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -131758.609375 Penalty: 2394.094727
	Iteration 29Q: 3 clusters Score -131758.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131758.750000 Penalty: 2394.094727
	Iteration 30Q: 3 clusters Score -131758.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -131758.750000 Penalty: 2394.094727
	Iteration 31F: 3 clusters Score -131758.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Entering Unmasked Estep 
Score: -1737742.625000 Penalty: 1602.386597
	Iteration 0F: 2 clusters Score -1737743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1724519.875000 Penalty: 3204.773193
	Iteration 0F: 3 clusters Score -1724520 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1729365.875000 Penalty: 3204.773193
	Iteration 1F: 3 clusters Score -1729366 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1729764.250000 Penalty: 3204.773193
	Iteration 2F: 3 clusters Score -1729764 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1730175.875000 Penalty: 3204.773193
	Iteration 3F: 3 clusters Score -1730176 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1730590.875000 Penalty: 3204.773193
	Iteration 4Q: 3 clusters Score -1730591 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1731032.125000 Penalty: 3204.773193
	Iteration 5F: 3 clusters Score -1731032 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1731563.500000 Penalty: 3204.773193
	Iteration 6F: 3 clusters Score -1731564 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1732122.875000 Penalty: 3204.773193
	Iteration 7F: 3 clusters Score -1732123 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1732762.500000 Penalty: 3204.773193
	Iteration 8F: 3 clusters Score -1732762 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1733503.625000 Penalty: 3204.773193
	Iteration 9F: 3 clusters Score -1733504 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1734247.500000 Penalty: 3204.773193
	Iteration 10F: 3 clusters Score -1734248 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1734917.625000 Penalty: 3204.773193
	Iteration 11Q: 3 clusters Score -1734918 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1735477.125000 Penalty: 3204.773193
	Iteration 12Q: 3 clusters Score -1735477 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1735904.625000 Penalty: 3204.773193
	Iteration 13Q: 3 clusters Score -1735905 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1736203.125000 Penalty: 3204.773193
	Iteration 14Q: 3 clusters Score -1736203 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1736391.750000 Penalty: 3204.773193
	Iteration 15Q: 3 clusters Score -1736392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1736515.750000 Penalty: 3204.773193
	Iteration 16Q: 3 clusters Score -1736516 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1736595.875000 Penalty: 3204.773193
	Iteration 17Q: 3 clusters Score -1736596 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1736651.500000 Penalty: 3204.773193
	Iteration 18Q: 3 clusters Score -1736652 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1736684.125000 Penalty: 3204.773193
	Iteration 19Q: 3 clusters Score -1736684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1736694.625000 Penalty: 3204.773193
	Iteration 20F: 3 clusters Score -1736695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1736701.750000 Penalty: 3204.773193
	Iteration 21Q: 3 clusters Score -1736702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1736708.875000 Penalty: 3204.773193
	Iteration 22Q: 3 clusters Score -1736709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1736712.750000 Penalty: 3204.773193
	Iteration 23Q: 3 clusters Score -1736713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1736714.000000 Penalty: 3204.773193
	Iteration 24Q: 3 clusters Score -1736714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1736713.875000 Penalty: 3204.773193
	Iteration 25Q: 3 clusters Score -1736714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1736713.750000 Penalty: 3204.773193
	Iteration 26Q: 3 clusters Score -1736714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1736714.625000 Penalty: 3204.773193
	Iteration 27Q: 3 clusters Score -1736715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1736715.125000 Penalty: 3204.773193
	Iteration 28Q: 3 clusters Score -1736715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1736715.000000 Penalty: 3204.773193
	Iteration 29Q: 3 clusters Score -1736715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1736715.000000 Penalty: 3204.773193
	Iteration 30Q: 3 clusters Score -1736715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1736715.000000 Penalty: 3204.773193
	Iteration 31F: 3 clusters Score -1736715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Entering Unmasked Estep 
Score: -1220606.125000 Penalty: 1548.783203
	Iteration 0F: 2 clusters Score -1220606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1211005.500000 Penalty: 3097.566406
	Iteration 0F: 3 clusters Score -1211006 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1214328.625000 Penalty: 3097.566406
	Iteration 1F: 3 clusters Score -1214329 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1214749.750000 Penalty: 3097.566406
	Iteration 2F: 3 clusters Score -1214750 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1215127.500000 Penalty: 3097.566406
	Iteration 3F: 3 clusters Score -1215128 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1215515.375000 Penalty: 3097.566406
	Iteration 4F: 3 clusters Score -1215515 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1215884.375000 Penalty: 3097.566406
	Iteration 5F: 3 clusters Score -1215884 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1216224.750000 Penalty: 3097.566406
	Iteration 6Q: 3 clusters Score -1216225 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1216605.625000 Penalty: 3097.566406
	Iteration 7Q: 3 clusters Score -1216606 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1217070.875000 Penalty: 3097.566406
	Iteration 8F: 3 clusters Score -1217071 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1217541.625000 Penalty: 3097.566406
	Iteration 9Q: 3 clusters Score -1217542 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1218009.375000 Penalty: 3097.566406
	Iteration 10Q: 3 clusters Score -1218009 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1218538.875000 Penalty: 3097.566406
	Iteration 11Q: 3 clusters Score -1218539 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1219062.625000 Penalty: 3097.566406
	Iteration 12Q: 3 clusters Score -1219063 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1219655.250000 Penalty: 3097.566406
	Iteration 13Q: 3 clusters Score -1219655 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1220192.000000 Penalty: 3097.566406
	Iteration 14Q: 3 clusters Score -1220192 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1220466.375000 Penalty: 3097.566406
	Iteration 15Q: 3 clusters Score -1220466 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1220585.375000 Penalty: 3097.566406
	Iteration 16Q: 3 clusters Score -1220585 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1220650.375000 Penalty: 3097.566406
	Iteration 17Q: 3 clusters Score -1220650 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1220671.875000 Penalty: 3097.566406
	Iteration 18Q: 3 clusters Score -1220672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1220688.375000 Penalty: 3097.566406
	Iteration 19Q: 3 clusters Score -1220688 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1220708.000000 Penalty: 3097.566406
	Iteration 20F: 3 clusters Score -1220708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1220712.375000 Penalty: 3097.566406
	Iteration 21Q: 3 clusters Score -1220712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1220717.000000 Penalty: 3097.566406
	Iteration 22Q: 3 clusters Score -1220717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1220722.875000 Penalty: 3097.566406
	Iteration 23Q: 3 clusters Score -1220723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1220721.875000 Penalty: 3097.566406
	Iteration 24Q: 3 clusters Score -1220722 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1220730.500000 Penalty: 3097.566406
	Iteration 25Q: 3 clusters Score -1220730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1220731.125000 Penalty: 3097.566406
	Iteration 26Q: 3 clusters Score -1220731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1220731.750000 Penalty: 3097.566406
	Iteration 27Q: 3 clusters Score -1220732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1220737.375000 Penalty: 3097.566406
	Iteration 28Q: 3 clusters Score -1220737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1220735.750000 Penalty: 3097.566406
	Iteration 29Q: 3 clusters Score -1220736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1220736.500000 Penalty: 3097.566406
	Iteration 30Q: 3 clusters Score -1220736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1220738.250000 Penalty: 3097.566406
	Iteration 31Q: 3 clusters Score -1220738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1220740.125000 Penalty: 3097.566406
	Iteration 32Q: 3 clusters Score -1220740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1220741.125000 Penalty: 3097.566406
	Iteration 33Q: 3 clusters Score -1220741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1220740.250000 Penalty: 3097.566406
	Iteration 34Q: 3 clusters Score -1220740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1220743.500000 Penalty: 3097.566406
	Iteration 35Q: 3 clusters Score -1220744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1220742.500000 Penalty: 3097.566406
	Iteration 36Q: 3 clusters Score -1220742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1220743.250000 Penalty: 3097.566406
	Iteration 37Q: 3 clusters Score -1220743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1220742.500000 Penalty: 3097.566406
	Iteration 38Q: 3 clusters Score -1220742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1220746.500000 Penalty: 3097.566406
	Iteration 39Q: 3 clusters Score -1220746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1220746.250000 Penalty: 3097.566406
	Iteration 40F: 3 clusters Score -1220746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1220747.500000 Penalty: 3097.566406
	Iteration 41Q: 3 clusters Score -1220748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1220745.375000 Penalty: 3097.566406
	Iteration 42Q: 3 clusters Score -1220745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1220745.125000 Penalty: 3097.566406
	Iteration 43Q: 3 clusters Score -1220745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1220745.750000 Penalty: 3097.566406
	Iteration 44Q: 3 clusters Score -1220746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1220745.750000 Penalty: 3097.566406
	Iteration 45F: 3 clusters Score -1220746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 64477 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 3064 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35446 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 12010 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 24273 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 10716 members 
Entering Unmasked Estep 
Score: -24806996.000000 Penalty: 50978.894531
Splitting cluster 8 changes total score from -24807290.000000 to -24806996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (6506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Entering Unmasked Estep 
Score: -575317.250000 Penalty: 1426.828003
	Iteration 0F: 2 clusters Score -575317.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -570402.500000 Penalty: 2853.656006
	Iteration 0F: 3 clusters Score -570402.5 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -571939.125000 Penalty: 2853.656006
	Iteration 1F: 3 clusters Score -571939.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -572253.500000 Penalty: 2853.656006
	Iteration 2F: 3 clusters Score -572253.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -572487.500000 Penalty: 2853.656006
	Iteration 3F: 3 clusters Score -572487.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -572677.437500 Penalty: 2853.656006
	Iteration 4F: 3 clusters Score -572677.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -572831.875000 Penalty: 2853.656006
	Iteration 5Q: 3 clusters Score -572831.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -572983.812500 Penalty: 2853.656006
	Iteration 6Q: 3 clusters Score -572983.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -573136.625000 Penalty: 2853.656006
	Iteration 7Q: 3 clusters Score -573136.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -573263.312500 Penalty: 2853.656006
	Iteration 8Q: 3 clusters Score -573263.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -573386.125000 Penalty: 2853.656006
	Iteration 9Q: 3 clusters Score -573386.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -573516.687500 Penalty: 2853.656006
	Iteration 10Q: 3 clusters Score -573516.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -573615.312500 Penalty: 2853.656006
	Iteration 11Q: 3 clusters Score -573615.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -573707.812500 Penalty: 2853.656006
	Iteration 12Q: 3 clusters Score -573707.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -573792.187500 Penalty: 2853.656006
	Iteration 13Q: 3 clusters Score -573792.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -573885.937500 Penalty: 2853.656006
	Iteration 14Q: 3 clusters Score -573885.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -573974.125000 Penalty: 2853.656006
	Iteration 15Q: 3 clusters Score -573974.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -574064.875000 Penalty: 2853.656006
	Iteration 16Q: 3 clusters Score -574064.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -574172.500000 Penalty: 2853.656006
	Iteration 17Q: 3 clusters Score -574172.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -574279.187500 Penalty: 2853.656006
	Iteration 18Q: 3 clusters Score -574279.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -574359.937500 Penalty: 2853.656006
	Iteration 19Q: 3 clusters Score -574359.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -574423.125000 Penalty: 2853.656006
	Iteration 20F: 3 clusters Score -574423.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -574464.000000 Penalty: 2853.656006
	Iteration 21Q: 3 clusters Score -574464 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -574491.312500 Penalty: 2853.656006
	Iteration 22Q: 3 clusters Score -574491.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -574515.500000 Penalty: 2853.656006
	Iteration 23Q: 3 clusters Score -574515.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -574534.250000 Penalty: 2853.656006
	Iteration 24Q: 3 clusters Score -574534.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -574555.687500 Penalty: 2853.656006
	Iteration 25Q: 3 clusters Score -574555.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -574567.187500 Penalty: 2853.656006
	Iteration 26Q: 3 clusters Score -574567.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -574578.562500 Penalty: 2853.656006
	Iteration 27Q: 3 clusters Score -574578.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -574588.812500 Penalty: 2853.656006
	Iteration 28Q: 3 clusters Score -574588.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -574599.937500 Penalty: 2853.656006
	Iteration 29Q: 3 clusters Score -574599.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -574610.562500 Penalty: 2853.656006
	Iteration 30Q: 3 clusters Score -574610.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -574623.687500 Penalty: 2853.656006
	Iteration 31Q: 3 clusters Score -574623.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -574634.562500 Penalty: 2853.656006
	Iteration 32Q: 3 clusters Score -574634.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -574645.312500 Penalty: 2853.656006
	Iteration 33Q: 3 clusters Score -574645.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -574654.062500 Penalty: 2853.656006
	Iteration 34Q: 3 clusters Score -574654.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -574660.312500 Penalty: 2853.656006
	Iteration 35Q: 3 clusters Score -574660.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -574666.875000 Penalty: 2853.656006
	Iteration 36Q: 3 clusters Score -574666.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -574676.312500 Penalty: 2853.656006
	Iteration 37Q: 3 clusters Score -574676.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -574680.875000 Penalty: 2853.656006
	Iteration 38Q: 3 clusters Score -574680.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -574686.250000 Penalty: 2853.656006
	Iteration 39Q: 3 clusters Score -574686.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -574690.937500 Penalty: 2853.656006
	Iteration 40F: 3 clusters Score -574690.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -574697.125000 Penalty: 2853.656006
	Iteration 41Q: 3 clusters Score -574697.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -574701.437500 Penalty: 2853.656006
	Iteration 42Q: 3 clusters Score -574701.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -574704.937500 Penalty: 2853.656006
	Iteration 43Q: 3 clusters Score -574704.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -574710.437500 Penalty: 2853.656006
	Iteration 44Q: 3 clusters Score -574710.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -574716.125000 Penalty: 2853.656006
	Iteration 45Q: 3 clusters Score -574716.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -574720.812500 Penalty: 2853.656006
	Iteration 46Q: 3 clusters Score -574720.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -574728.375000 Penalty: 2853.656006
	Iteration 47Q: 3 clusters Score -574728.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -574735.062500 Penalty: 2853.656006
	Iteration 48Q: 3 clusters Score -574735.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -574744.562500 Penalty: 2853.656006
	Iteration 49Q: 3 clusters Score -574744.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -574751.812500 Penalty: 2853.656006
	Iteration 50Q: 3 clusters Score -574751.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -574759.250000 Penalty: 2853.656006
	Iteration 51Q: 3 clusters Score -574759.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -574763.375000 Penalty: 2853.656006
	Iteration 52Q: 3 clusters Score -574763.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -574765.375000 Penalty: 2853.656006
	Iteration 53Q: 3 clusters Score -574765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -574765.562500 Penalty: 2853.656006
	Iteration 54Q: 3 clusters Score -574765.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -574766.500000 Penalty: 2853.656006
	Iteration 55Q: 3 clusters Score -574766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -574766.500000 Penalty: 2853.656006
	Iteration 56Q: 3 clusters Score -574766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -574767.812500 Penalty: 2853.656006
	Iteration 57Q: 3 clusters Score -574767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -574768.500000 Penalty: 2853.656006
	Iteration 58Q: 3 clusters Score -574768.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -574767.937500 Penalty: 2853.656006
	Iteration 59Q: 3 clusters Score -574767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -574769.125000 Penalty: 2853.656006
	Iteration 60F: 3 clusters Score -574769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -574772.125000 Penalty: 2853.656006
	Iteration 61Q: 3 clusters Score -574772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -574773.875000 Penalty: 2853.656006
	Iteration 62Q: 3 clusters Score -574773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -574775.625000 Penalty: 2853.656006
	Iteration 63Q: 3 clusters Score -574775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -574777.875000 Penalty: 2853.656006
	Iteration 64Q: 3 clusters Score -574777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -574778.500000 Penalty: 2853.656006
	Iteration 65Q: 3 clusters Score -574778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -574779.812500 Penalty: 2853.656006
	Iteration 66Q: 3 clusters Score -574779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -574781.125000 Penalty: 2853.656006
	Iteration 67Q: 3 clusters Score -574781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -574781.875000 Penalty: 2853.656006
	Iteration 68Q: 3 clusters Score -574781.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -574781.750000 Penalty: 2853.656006
	Iteration 69Q: 3 clusters Score -574781.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -574781.750000 Penalty: 2853.656006
	Iteration 70F: 3 clusters Score -574781.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -195148.421875 Penalty: 1247.049805
	Iteration 0F: 2 clusters Score -195148.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -192980.406250 Penalty: 2494.099609
	Iteration 0F: 3 clusters Score -192980.4 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -193472.125000 Penalty: 2494.099609
	Iteration 1F: 3 clusters Score -193472.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -193598.562500 Penalty: 2494.099609
	Iteration 2F: 3 clusters Score -193598.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -193666.171875 Penalty: 2494.099609
	Iteration 3Q: 3 clusters Score -193666.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -193704.875000 Penalty: 2494.099609
	Iteration 4Q: 3 clusters Score -193704.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -193729.234375 Penalty: 2494.099609
	Iteration 5Q: 3 clusters Score -193729.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -193755.562500 Penalty: 2494.099609
	Iteration 6Q: 3 clusters Score -193755.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -193785.796875 Penalty: 2494.099609
	Iteration 7Q: 3 clusters Score -193785.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -193818.578125 Penalty: 2494.099609
	Iteration 8Q: 3 clusters Score -193818.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -193861.406250 Penalty: 2494.099609
	Iteration 9Q: 3 clusters Score -193861.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -193904.968750 Penalty: 2494.099609
	Iteration 10Q: 3 clusters Score -193905 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -193957.375000 Penalty: 2494.099609
	Iteration 11Q: 3 clusters Score -193957.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -194029.500000 Penalty: 2494.099609
	Iteration 12Q: 3 clusters Score -194029.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194100.437500 Penalty: 2494.099609
	Iteration 13Q: 3 clusters Score -194100.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -194175.281250 Penalty: 2494.099609
	Iteration 14Q: 3 clusters Score -194175.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194267.765625 Penalty: 2494.099609
	Iteration 15Q: 3 clusters Score -194267.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -194364.031250 Penalty: 2494.099609
	Iteration 16Q: 3 clusters Score -194364 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194428.953125 Penalty: 2494.099609
	Iteration 17Q: 3 clusters Score -194429 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -194469.609375 Penalty: 2494.099609
	Iteration 18Q: 3 clusters Score -194469.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -194492.609375 Penalty: 2494.099609
	Iteration 19Q: 3 clusters Score -194492.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -194503.750000 Penalty: 2494.099609
	Iteration 20F: 3 clusters Score -194503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -194510.984375 Penalty: 2494.099609
	Iteration 21Q: 3 clusters Score -194511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -194517.015625 Penalty: 2494.099609
	Iteration 22Q: 3 clusters Score -194517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -194523.171875 Penalty: 2494.099609
	Iteration 23Q: 3 clusters Score -194523.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -194532.015625 Penalty: 2494.099609
	Iteration 24Q: 3 clusters Score -194532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194538.843750 Penalty: 2494.099609
	Iteration 25Q: 3 clusters Score -194538.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194543.609375 Penalty: 2494.099609
	Iteration 26Q: 3 clusters Score -194543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194544.750000 Penalty: 2494.099609
	Iteration 27Q: 3 clusters Score -194544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -194545.796875 Penalty: 2494.099609
	Iteration 28Q: 3 clusters Score -194545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -194545.796875 Penalty: 2494.099609
	Iteration 29Q: 3 clusters Score -194545.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -194545.796875 Penalty: 2494.099609
	Iteration 30F: 3 clusters Score -194545.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -431605.875000 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -431605.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -427819.625000 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -427819.6 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -428830.500000 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -428830.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -429005.187500 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -429005.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -429104.875000 Penalty: 2745.897217
	Iteration 3Q: 3 clusters Score -429104.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -429188.187500 Penalty: 2745.897217
	Iteration 4Q: 3 clusters Score -429188.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -429260.781250 Penalty: 2745.897217
	Iteration 5Q: 3 clusters Score -429260.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -429318.093750 Penalty: 2745.897217
	Iteration 6Q: 3 clusters Score -429318.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -429377.875000 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -429377.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -429442.718750 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -429442.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -429519.218750 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -429519.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -429589.093750 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -429589.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -429679.687500 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -429679.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -429777.000000 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -429777 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -429878.000000 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -429878 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -429979.781250 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -429979.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -430069.937500 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -430069.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -430148.187500 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -430148.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -430201.812500 Penalty: 2745.897217
	Iteration 17Q: 3 clusters Score -430201.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -430246.468750 Penalty: 2745.897217
	Iteration 18Q: 3 clusters Score -430246.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -430283.437500 Penalty: 2745.897217
	Iteration 19Q: 3 clusters Score -430283.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -430315.968750 Penalty: 2745.897217
	Iteration 20F: 3 clusters Score -430316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -430338.750000 Penalty: 2745.897217
	Iteration 21Q: 3 clusters Score -430338.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -430352.562500 Penalty: 2745.897217
	Iteration 22Q: 3 clusters Score -430352.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -430366.781250 Penalty: 2745.897217
	Iteration 23Q: 3 clusters Score -430366.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -430377.687500 Penalty: 2745.897217
	Iteration 24Q: 3 clusters Score -430377.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -430388.562500 Penalty: 2745.897217
	Iteration 25Q: 3 clusters Score -430388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -430404.781250 Penalty: 2745.897217
	Iteration 26Q: 3 clusters Score -430404.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -430418.531250 Penalty: 2745.897217
	Iteration 27Q: 3 clusters Score -430418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -430422.718750 Penalty: 2745.897217
	Iteration 28Q: 3 clusters Score -430422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -430426.343750 Penalty: 2745.897217
	Iteration 29Q: 3 clusters Score -430426.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -430430.187500 Penalty: 2745.897217
	Iteration 30Q: 3 clusters Score -430430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -430432.156250 Penalty: 2745.897217
	Iteration 31Q: 3 clusters Score -430432.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -430434.968750 Penalty: 2745.897217
	Iteration 32Q: 3 clusters Score -430435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -430435.593750 Penalty: 2745.897217
	Iteration 33Q: 3 clusters Score -430435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -430435.593750 Penalty: 2745.897217
	Iteration 34F: 3 clusters Score -430435.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Entering Unmasked Estep 
Score: -3182088.750000 Penalty: 1702.311890
	Iteration 0F: 2 clusters Score -3182089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3158314.750000 Penalty: 3404.623779
	Iteration 0F: 3 clusters Score -3158315 nChanged 16398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3167928.250000 Penalty: 3404.623779
	Iteration 1F: 3 clusters Score -3167928 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3168753.250000 Penalty: 3404.623779
	Iteration 2F: 3 clusters Score -3168753 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -3169703.250000 Penalty: 3404.623779
	Iteration 3F: 3 clusters Score -3169703 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3170838.000000 Penalty: 3404.623779
	Iteration 4F: 3 clusters Score -3170838 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3172239.750000 Penalty: 3404.623779
	Iteration 5F: 3 clusters Score -3172240 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3174046.000000 Penalty: 3404.623779
	Iteration 6F: 3 clusters Score -3174046 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -3175889.250000 Penalty: 3404.623779
	Iteration 7F: 3 clusters Score -3175889 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3177081.500000 Penalty: 3404.623779
	Iteration 8Q: 3 clusters Score -3177082 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3177669.000000 Penalty: 3404.623779
	Iteration 9Q: 3 clusters Score -3177669 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -3178079.750000 Penalty: 3404.623779
	Iteration 10Q: 3 clusters Score -3178080 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3178400.000000 Penalty: 3404.623779
	Iteration 11Q: 3 clusters Score -3178400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -3178629.750000 Penalty: 3404.623779
	Iteration 12Q: 3 clusters Score -3178630 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -3178830.750000 Penalty: 3404.623779
	Iteration 13Q: 3 clusters Score -3178831 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3179038.750000 Penalty: 3404.623779
	Iteration 14Q: 3 clusters Score -3179039 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -3179270.250000 Penalty: 3404.623779
	Iteration 15Q: 3 clusters Score -3179270 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -3179534.500000 Penalty: 3404.623779
	Iteration 16Q: 3 clusters Score -3179534 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -3179773.000000 Penalty: 3404.623779
	Iteration 17Q: 3 clusters Score -3179773 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3179961.750000 Penalty: 3404.623779
	Iteration 18Q: 3 clusters Score -3179962 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3180101.750000 Penalty: 3404.623779
	Iteration 19Q: 3 clusters Score -3180102 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3180219.250000 Penalty: 3404.623779
	Iteration 20F: 3 clusters Score -3180219 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -3180285.000000 Penalty: 3404.623779
	Iteration 21Q: 3 clusters Score -3180285 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3180347.000000 Penalty: 3404.623779
	Iteration 22Q: 3 clusters Score -3180347 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3180400.750000 Penalty: 3404.623779
	Iteration 23Q: 3 clusters Score -3180401 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3180421.500000 Penalty: 3404.623779
	Iteration 24Q: 3 clusters Score -3180422 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31761 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -3180454.500000 Penalty: 3404.623779
	Iteration 25Q: 3 clusters Score -3180454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3180487.250000 Penalty: 3404.623779
	Iteration 26Q: 3 clusters Score -3180487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3180518.000000 Penalty: 3404.623779
	Iteration 27Q: 3 clusters Score -3180518 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3180563.000000 Penalty: 3404.623779
	Iteration 28Q: 3 clusters Score -3180563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3180591.750000 Penalty: 3404.623779
	Iteration 29Q: 3 clusters Score -3180592 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3180604.500000 Penalty: 3404.623779
	Iteration 30Q: 3 clusters Score -3180604 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3180640.000000 Penalty: 3404.623779
	Iteration 31Q: 3 clusters Score -3180640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3180656.250000 Penalty: 3404.623779
	Iteration 32Q: 3 clusters Score -3180656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -3180681.250000 Penalty: 3404.623779
	Iteration 33Q: 3 clusters Score -3180681 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32714 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -3180716.250000 Penalty: 3404.623779
	Iteration 34Q: 3 clusters Score -3180716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3180738.000000 Penalty: 3404.623779
	Iteration 35Q: 3 clusters Score -3180738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3180744.750000 Penalty: 3404.623779
	Iteration 36Q: 3 clusters Score -3180745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3180764.750000 Penalty: 3404.623779
	Iteration 37Q: 3 clusters Score -3180765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3180776.750000 Penalty: 3404.623779
	Iteration 38Q: 3 clusters Score -3180777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3180789.750000 Penalty: 3404.623779
	Iteration 39Q: 3 clusters Score -3180790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3180798.000000 Penalty: 3404.623779
	Iteration 40F: 3 clusters Score -3180798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3180808.250000 Penalty: 3404.623779
	Iteration 41Q: 3 clusters Score -3180808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3180813.500000 Penalty: 3404.623779
	Iteration 42Q: 3 clusters Score -3180814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3180828.250000 Penalty: 3404.623779
	Iteration 43Q: 3 clusters Score -3180828 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3180844.750000 Penalty: 3404.623779
	Iteration 44Q: 3 clusters Score -3180845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3180854.250000 Penalty: 3404.623779
	Iteration 45Q: 3 clusters Score -3180854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3180856.750000 Penalty: 3404.623779
	Iteration 46Q: 3 clusters Score -3180857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3180859.500000 Penalty: 3404.623779
	Iteration 47Q: 3 clusters Score -3180860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -3180864.250000 Penalty: 3404.623779
	Iteration 48Q: 3 clusters Score -3180864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3180869.750000 Penalty: 3404.623779
	Iteration 49Q: 3 clusters Score -3180870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3180870.250000 Penalty: 3404.623779
	Iteration 50Q: 3 clusters Score -3180870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3180873.500000 Penalty: 3404.623779
	Iteration 51Q: 3 clusters Score -3180874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3180875.000000 Penalty: 3404.623779
	Iteration 52Q: 3 clusters Score -3180875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3180874.250000 Penalty: 3404.623779
	Iteration 53Q: 3 clusters Score -3180874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3180875.750000 Penalty: 3404.623779
	Iteration 54Q: 3 clusters Score -3180876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3180879.500000 Penalty: 3404.623779
	Iteration 55Q: 3 clusters Score -3180880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3180882.000000 Penalty: 3404.623779
	Iteration 56Q: 3 clusters Score -3180882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3180885.750000 Penalty: 3404.623779
	Iteration 57Q: 3 clusters Score -3180886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3180879.500000 Penalty: 3404.623779
	Iteration 58Q: 3 clusters Score -3180880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3180877.000000 Penalty: 3404.623779
	Iteration 59Q: 3 clusters Score -3180877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3180882.750000 Penalty: 3404.623779
	Iteration 60F: 3 clusters Score -3180883 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3180884.750000 Penalty: 3404.623779
	Iteration 61Q: 3 clusters Score -3180885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3180894.250000 Penalty: 3404.623779
	Iteration 62Q: 3 clusters Score -3180894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3180896.750000 Penalty: 3404.623779
	Iteration 63Q: 3 clusters Score -3180897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3180903.000000 Penalty: 3404.623779
	Iteration 64Q: 3 clusters Score -3180903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3180904.750000 Penalty: 3404.623779
	Iteration 65Q: 3 clusters Score -3180905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3180901.000000 Penalty: 3404.623779
	Iteration 66Q: 3 clusters Score -3180901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3180901.250000 Penalty: 3404.623779
	Iteration 67Q: 3 clusters Score -3180901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3180911.750000 Penalty: 3404.623779
	Iteration 68Q: 3 clusters Score -3180912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -3180910.500000 Penalty: 3404.623779
	Iteration 69Q: 3 clusters Score -3180910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3180907.750000 Penalty: 3404.623779
	Iteration 70Q: 3 clusters Score -3180908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -3180911.250000 Penalty: 3404.623779
	Iteration 71Q: 3 clusters Score -3180911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3180914.500000 Penalty: 3404.623779
	Iteration 72Q: 3 clusters Score -3180914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33629 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3180918.750000 Penalty: 3404.623779
	Iteration 73Q: 3 clusters Score -3180919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -3180914.500000 Penalty: 3404.623779
	Iteration 74Q: 3 clusters Score -3180914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3180914.250000 Penalty: 3404.623779
	Iteration 75Q: 3 clusters Score -3180914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3180917.250000 Penalty: 3404.623779
	Iteration 76Q: 3 clusters Score -3180917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3180918.250000 Penalty: 3404.623779
	Iteration 77Q: 3 clusters Score -3180918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3180919.000000 Penalty: 3404.623779
	Iteration 78Q: 3 clusters Score -3180919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3180916.000000 Penalty: 3404.623779
	Iteration 79Q: 3 clusters Score -3180916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3180919.750000 Penalty: 3404.623779
	Iteration 80F: 3 clusters Score -3180920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3180918.250000 Penalty: 3404.623779
	Iteration 81Q: 3 clusters Score -3180918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33675 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3180918.750000 Penalty: 3404.623779
	Iteration 82Q: 3 clusters Score -3180919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3180922.000000 Penalty: 3404.623779
	Iteration 83Q: 3 clusters Score -3180922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3180922.500000 Penalty: 3404.623779
	Iteration 84Q: 3 clusters Score -3180922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3180924.250000 Penalty: 3404.623779
	Iteration 85Q: 3 clusters Score -3180924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3180924.250000 Penalty: 3404.623779
	Iteration 86Q: 3 clusters Score -3180924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3180930.500000 Penalty: 3404.623779
	Iteration 87Q: 3 clusters Score -3180930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3180927.750000 Penalty: 3404.623779
	Iteration 88Q: 3 clusters Score -3180928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3180929.750000 Penalty: 3404.623779
	Iteration 89Q: 3 clusters Score -3180930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3180929.750000 Penalty: 3404.623779
	Iteration 90Q: 3 clusters Score -3180930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3180929.750000 Penalty: 3404.623779
	Iteration 91F: 3 clusters Score -3180930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Entering Unmasked Estep 
Score: -509571.875000 Penalty: 1405.677734
	Iteration 0F: 2 clusters Score -509571.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -505192.656250 Penalty: 2811.355469
	Iteration 0F: 3 clusters Score -505192.7 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -506638.656250 Penalty: 2811.355469
	Iteration 1F: 3 clusters Score -506638.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -506953.593750 Penalty: 2811.355469
	Iteration 2F: 3 clusters Score -506953.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -507234.218750 Penalty: 2811.355469
	Iteration 3F: 3 clusters Score -507234.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -507481.718750 Penalty: 2811.355469
	Iteration 4F: 3 clusters Score -507481.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -507723.031250 Penalty: 2811.355469
	Iteration 5F: 3 clusters Score -507723 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -507945.312500 Penalty: 2811.355469
	Iteration 6F: 3 clusters Score -507945.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -508111.781250 Penalty: 2811.355469
	Iteration 7Q: 3 clusters Score -508111.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -508226.875000 Penalty: 2811.355469
	Iteration 8Q: 3 clusters Score -508226.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -508304.000000 Penalty: 2811.355469
	Iteration 9Q: 3 clusters Score -508304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -508359.500000 Penalty: 2811.355469
	Iteration 10Q: 3 clusters Score -508359.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -508409.312500 Penalty: 2811.355469
	Iteration 11Q: 3 clusters Score -508409.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -508455.406250 Penalty: 2811.355469
	Iteration 12Q: 3 clusters Score -508455.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -508496.968750 Penalty: 2811.355469
	Iteration 13Q: 3 clusters Score -508497 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -508539.718750 Penalty: 2811.355469
	Iteration 14Q: 3 clusters Score -508539.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -508580.875000 Penalty: 2811.355469
	Iteration 15Q: 3 clusters Score -508580.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -508626.781250 Penalty: 2811.355469
	Iteration 16Q: 3 clusters Score -508626.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -508671.187500 Penalty: 2811.355469
	Iteration 17Q: 3 clusters Score -508671.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -508716.281250 Penalty: 2811.355469
	Iteration 18Q: 3 clusters Score -508716.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -508751.375000 Penalty: 2811.355469
	Iteration 19Q: 3 clusters Score -508751.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -508775.406250 Penalty: 2811.355469
	Iteration 20F: 3 clusters Score -508775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -508797.375000 Penalty: 2811.355469
	Iteration 21Q: 3 clusters Score -508797.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -508815.906250 Penalty: 2811.355469
	Iteration 22Q: 3 clusters Score -508815.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -508826.375000 Penalty: 2811.355469
	Iteration 23Q: 3 clusters Score -508826.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -508842.000000 Penalty: 2811.355469
	Iteration 24Q: 3 clusters Score -508842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -508849.781250 Penalty: 2811.355469
	Iteration 25Q: 3 clusters Score -508849.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -508853.937500 Penalty: 2811.355469
	Iteration 26Q: 3 clusters Score -508853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -508854.625000 Penalty: 2811.355469
	Iteration 27Q: 3 clusters Score -508854.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -508856.218750 Penalty: 2811.355469
	Iteration 28Q: 3 clusters Score -508856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -508860.625000 Penalty: 2811.355469
	Iteration 29Q: 3 clusters Score -508860.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -508862.906250 Penalty: 2811.355469
	Iteration 30Q: 3 clusters Score -508862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -508864.593750 Penalty: 2811.355469
	Iteration 31Q: 3 clusters Score -508864.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -508867.468750 Penalty: 2811.355469
	Iteration 32Q: 3 clusters Score -508867.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -508874.406250 Penalty: 2811.355469
	Iteration 33Q: 3 clusters Score -508874.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -508879.812500 Penalty: 2811.355469
	Iteration 34Q: 3 clusters Score -508879.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -508885.093750 Penalty: 2811.355469
	Iteration 35Q: 3 clusters Score -508885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -508889.468750 Penalty: 2811.355469
	Iteration 36Q: 3 clusters Score -508889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -508890.062500 Penalty: 2811.355469
	Iteration 37Q: 3 clusters Score -508890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -508893.437500 Penalty: 2811.355469
	Iteration 38Q: 3 clusters Score -508893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -508894.562500 Penalty: 2811.355469
	Iteration 39Q: 3 clusters Score -508894.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -508894.406250 Penalty: 2811.355469
	Iteration 40F: 3 clusters Score -508894.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -508894.593750 Penalty: 2811.355469
	Iteration 41Q: 3 clusters Score -508894.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -508894.593750 Penalty: 2811.355469
	Iteration 42F: 3 clusters Score -508894.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Entering Unmasked Estep 
Score: -306825.875000 Penalty: 1323.651855
	Iteration 0F: 2 clusters Score -306825.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -303859.312500 Penalty: 2647.303711
	Iteration 0F: 3 clusters Score -303859.3 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -304644.531250 Penalty: 2647.303711
	Iteration 1F: 3 clusters Score -304644.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -304801.187500 Penalty: 2647.303711
	Iteration 2F: 3 clusters Score -304801.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -304913.218750 Penalty: 2647.303711
	Iteration 3F: 3 clusters Score -304913.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -304981.156250 Penalty: 2647.303711
	Iteration 4Q: 3 clusters Score -304981.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -305047.875000 Penalty: 2647.303711
	Iteration 5Q: 3 clusters Score -305047.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305100.812500 Penalty: 2647.303711
	Iteration 6Q: 3 clusters Score -305100.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -305143.656250 Penalty: 2647.303711
	Iteration 7Q: 3 clusters Score -305143.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -305187.093750 Penalty: 2647.303711
	Iteration 8Q: 3 clusters Score -305187.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -305247.531250 Penalty: 2647.303711
	Iteration 9Q: 3 clusters Score -305247.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -305296.687500 Penalty: 2647.303711
	Iteration 10Q: 3 clusters Score -305296.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -305332.812500 Penalty: 2647.303711
	Iteration 11Q: 3 clusters Score -305332.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -305361.062500 Penalty: 2647.303711
	Iteration 12Q: 3 clusters Score -305361.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -305393.406250 Penalty: 2647.303711
	Iteration 13Q: 3 clusters Score -305393.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -305429.875000 Penalty: 2647.303711
	Iteration 14Q: 3 clusters Score -305429.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -305465.375000 Penalty: 2647.303711
	Iteration 15Q: 3 clusters Score -305465.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -305494.500000 Penalty: 2647.303711
	Iteration 16Q: 3 clusters Score -305494.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -305522.593750 Penalty: 2647.303711
	Iteration 17Q: 3 clusters Score -305522.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -305550.500000 Penalty: 2647.303711
	Iteration 18Q: 3 clusters Score -305550.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -305580.343750 Penalty: 2647.303711
	Iteration 19Q: 3 clusters Score -305580.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -305611.437500 Penalty: 2647.303711
	Iteration 20F: 3 clusters Score -305611.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -305635.093750 Penalty: 2647.303711
	Iteration 21Q: 3 clusters Score -305635.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -305652.187500 Penalty: 2647.303711
	Iteration 22Q: 3 clusters Score -305652.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -305675.468750 Penalty: 2647.303711
	Iteration 23Q: 3 clusters Score -305675.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -305700.250000 Penalty: 2647.303711
	Iteration 24Q: 3 clusters Score -305700.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -305728.687500 Penalty: 2647.303711
	Iteration 25Q: 3 clusters Score -305728.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -305777.125000 Penalty: 2647.303711
	Iteration 26Q: 3 clusters Score -305777.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -305840.312500 Penalty: 2647.303711
	Iteration 27Q: 3 clusters Score -305840.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -305889.687500 Penalty: 2647.303711
	Iteration 28Q: 3 clusters Score -305889.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -305943.843750 Penalty: 2647.303711
	Iteration 29Q: 3 clusters Score -305943.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -305997.812500 Penalty: 2647.303711
	Iteration 30Q: 3 clusters Score -305997.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -306039.843750 Penalty: 2647.303711
	Iteration 31Q: 3 clusters Score -306039.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -306071.093750 Penalty: 2647.303711
	Iteration 32Q: 3 clusters Score -306071.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -306097.187500 Penalty: 2647.303711
	Iteration 33Q: 3 clusters Score -306097.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -306118.968750 Penalty: 2647.303711
	Iteration 34Q: 3 clusters Score -306119 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -306138.562500 Penalty: 2647.303711
	Iteration 35Q: 3 clusters Score -306138.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -306167.875000 Penalty: 2647.303711
	Iteration 36Q: 3 clusters Score -306167.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -306190.312500 Penalty: 2647.303711
	Iteration 37Q: 3 clusters Score -306190.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -306210.375000 Penalty: 2647.303711
	Iteration 38Q: 3 clusters Score -306210.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -306236.000000 Penalty: 2647.303711
	Iteration 39Q: 3 clusters Score -306236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -306281.375000 Penalty: 2647.303711
	Iteration 40F: 3 clusters Score -306281.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -306328.187500 Penalty: 2647.303711
	Iteration 41Q: 3 clusters Score -306328.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -306379.968750 Penalty: 2647.303711
	Iteration 42Q: 3 clusters Score -306380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -306442.906250 Penalty: 2647.303711
	Iteration 43Q: 3 clusters Score -306442.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -306538.656250 Penalty: 2647.303711
	Iteration 44Q: 3 clusters Score -306538.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -306626.812500 Penalty: 2647.303711
	Iteration 45Q: 3 clusters Score -306626.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -306654.687500 Penalty: 2647.303711
	Iteration 46Q: 3 clusters Score -306654.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -306664.562500 Penalty: 2647.303711
	Iteration 47Q: 3 clusters Score -306664.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -306666.062500 Penalty: 2647.303711
	Iteration 48Q: 3 clusters Score -306666.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -306666.968750 Penalty: 2647.303711
	Iteration 49Q: 3 clusters Score -306667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -306666.968750 Penalty: 2647.303711
	Iteration 50F: 3 clusters Score -306667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Entering Unmasked Estep 
Score: -1595313.000000 Penalty: 1583.508545
	Iteration 0F: 2 clusters Score -1595313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1583615.625000 Penalty: 3167.017090
	Iteration 0F: 3 clusters Score -1583616 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1587842.875000 Penalty: 3167.017090
	Iteration 1F: 3 clusters Score -1587843 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1588264.875000 Penalty: 3167.017090
	Iteration 2F: 3 clusters Score -1588265 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1588750.375000 Penalty: 3167.017090
	Iteration 3F: 3 clusters Score -1588750 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1589364.000000 Penalty: 3167.017090
	Iteration 4F: 3 clusters Score -1589364 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1590170.000000 Penalty: 3167.017090
	Iteration 5F: 3 clusters Score -1590170 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -1591009.625000 Penalty: 3167.017090
	Iteration 6F: 3 clusters Score -1591010 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1591802.375000 Penalty: 3167.017090
	Iteration 7F: 3 clusters Score -1591802 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -1592465.250000 Penalty: 3167.017090
	Iteration 8Q: 3 clusters Score -1592465 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1592981.875000 Penalty: 3167.017090
	Iteration 9Q: 3 clusters Score -1592982 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1593330.375000 Penalty: 3167.017090
	Iteration 10Q: 3 clusters Score -1593330 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1593549.500000 Penalty: 3167.017090
	Iteration 11Q: 3 clusters Score -1593550 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1593698.500000 Penalty: 3167.017090
	Iteration 12Q: 3 clusters Score -1593698 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1593823.375000 Penalty: 3167.017090
	Iteration 13Q: 3 clusters Score -1593823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1593895.375000 Penalty: 3167.017090
	Iteration 14Q: 3 clusters Score -1593895 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -1593938.625000 Penalty: 3167.017090
	Iteration 15Q: 3 clusters Score -1593939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1593973.750000 Penalty: 3167.017090
	Iteration 16Q: 3 clusters Score -1593974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1594007.000000 Penalty: 3167.017090
	Iteration 17Q: 3 clusters Score -1594007 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1594032.625000 Penalty: 3167.017090
	Iteration 18Q: 3 clusters Score -1594033 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -1594058.375000 Penalty: 3167.017090
	Iteration 19Q: 3 clusters Score -1594058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -1594083.500000 Penalty: 3167.017090
	Iteration 20F: 3 clusters Score -1594084 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1594099.875000 Penalty: 3167.017090
	Iteration 21Q: 3 clusters Score -1594100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1594116.375000 Penalty: 3167.017090
	Iteration 22Q: 3 clusters Score -1594116 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1594137.375000 Penalty: 3167.017090
	Iteration 23Q: 3 clusters Score -1594137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -1594148.250000 Penalty: 3167.017090
	Iteration 24Q: 3 clusters Score -1594148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1594152.500000 Penalty: 3167.017090
	Iteration 25Q: 3 clusters Score -1594152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -1594167.250000 Penalty: 3167.017090
	Iteration 26Q: 3 clusters Score -1594167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1594180.625000 Penalty: 3167.017090
	Iteration 27Q: 3 clusters Score -1594181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1594195.250000 Penalty: 3167.017090
	Iteration 28Q: 3 clusters Score -1594195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -1594224.750000 Penalty: 3167.017090
	Iteration 29Q: 3 clusters Score -1594225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -1594242.625000 Penalty: 3167.017090
	Iteration 30Q: 3 clusters Score -1594243 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1594261.750000 Penalty: 3167.017090
	Iteration 31Q: 3 clusters Score -1594262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1594279.750000 Penalty: 3167.017090
	Iteration 32Q: 3 clusters Score -1594280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1594291.875000 Penalty: 3167.017090
	Iteration 33Q: 3 clusters Score -1594292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -1594293.625000 Penalty: 3167.017090
	Iteration 34Q: 3 clusters Score -1594294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1594297.875000 Penalty: 3167.017090
	Iteration 35Q: 3 clusters Score -1594298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -1594302.250000 Penalty: 3167.017090
	Iteration 36Q: 3 clusters Score -1594302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1594304.125000 Penalty: 3167.017090
	Iteration 37Q: 3 clusters Score -1594304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -1594304.125000 Penalty: 3167.017090
	Iteration 38F: 3 clusters Score -1594304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Entering Unmasked Estep 
Score: -123173.671875 Penalty: 1198.479004
	Iteration 0F: 2 clusters Score -123173.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121348.359375 Penalty: 2396.958008
	Iteration 0F: 3 clusters Score -121348.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121825.781250 Penalty: 2396.958008
	Iteration 1F: 3 clusters Score -121825.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -121980.335938 Penalty: 2396.958008
	Iteration 2F: 3 clusters Score -121980.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122092.742188 Penalty: 2396.958008
	Iteration 3F: 3 clusters Score -122092.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -122163.250000 Penalty: 2396.958008
	Iteration 4Q: 3 clusters Score -122163.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122225.640625 Penalty: 2396.958008
	Iteration 5Q: 3 clusters Score -122225.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -122272.851562 Penalty: 2396.958008
	Iteration 6Q: 3 clusters Score -122272.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122311.289062 Penalty: 2396.958008
	Iteration 7Q: 3 clusters Score -122311.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122344.695312 Penalty: 2396.958008
	Iteration 8Q: 3 clusters Score -122344.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122388.078125 Penalty: 2396.958008
	Iteration 9Q: 3 clusters Score -122388.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122434.273438 Penalty: 2396.958008
	Iteration 10Q: 3 clusters Score -122434.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122478.312500 Penalty: 2396.958008
	Iteration 11Q: 3 clusters Score -122478.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122515.132812 Penalty: 2396.958008
	Iteration 12Q: 3 clusters Score -122515.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122546.773438 Penalty: 2396.958008
	Iteration 13Q: 3 clusters Score -122546.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -122575.101562 Penalty: 2396.958008
	Iteration 14Q: 3 clusters Score -122575.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122620.320312 Penalty: 2396.958008
	Iteration 15Q: 3 clusters Score -122620.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -122662.335938 Penalty: 2396.958008
	Iteration 16Q: 3 clusters Score -122662.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -122685.226562 Penalty: 2396.958008
	Iteration 17Q: 3 clusters Score -122685.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -122694.632812 Penalty: 2396.958008
	Iteration 18Q: 3 clusters Score -122694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -122700.906250 Penalty: 2396.958008
	Iteration 19Q: 3 clusters Score -122700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -122702.406250 Penalty: 2396.958008
	Iteration 20F: 3 clusters Score -122702.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -122704.929688 Penalty: 2396.958008
	Iteration 21Q: 3 clusters Score -122704.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122706.781250 Penalty: 2396.958008
	Iteration 22Q: 3 clusters Score -122706.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122708.093750 Penalty: 2396.958008
	Iteration 23Q: 3 clusters Score -122708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -122712.562500 Penalty: 2396.958008
	Iteration 24Q: 3 clusters Score -122712.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -122718.054688 Penalty: 2396.958008
	Iteration 25Q: 3 clusters Score -122718.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -122720.507812 Penalty: 2396.958008
	Iteration 26Q: 3 clusters Score -122720.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -122721.882812 Penalty: 2396.958008
	Iteration 27Q: 3 clusters Score -122721.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -122723.078125 Penalty: 2396.958008
	Iteration 28Q: 3 clusters Score -122723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -122724.453125 Penalty: 2396.958008
	Iteration 29Q: 3 clusters Score -122724.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -122725.601562 Penalty: 2396.958008
	Iteration 30Q: 3 clusters Score -122725.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122727.265625 Penalty: 2396.958008
	Iteration 31Q: 3 clusters Score -122727.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122728.335938 Penalty: 2396.958008
	Iteration 32Q: 3 clusters Score -122728.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -122728.765625 Penalty: 2396.958008
	Iteration 33Q: 3 clusters Score -122728.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122729.562500 Penalty: 2396.958008
	Iteration 34Q: 3 clusters Score -122729.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122729.562500 Penalty: 2396.958008
	Iteration 35F: 3 clusters Score -122729.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -184925.859375 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -184925.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -182737.078125 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -182737.1 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -183222.531250 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -183222.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -183323.859375 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -183323.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -183381.343750 Penalty: 2485.220215
	Iteration 3Q: 3 clusters Score -183381.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183411.687500 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -183411.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -183435.796875 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -183435.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183456.671875 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -183456.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -183477.828125 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -183477.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -183504.218750 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -183504.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -183537.484375 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -183537.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -183566.890625 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -183566.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -183592.750000 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -183592.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -183615.343750 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -183615.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -183628.625000 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -183628.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -183644.000000 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -183644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -183652.343750 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -183652.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -183661.812500 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -183661.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -183668.843750 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -183668.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -183679.515625 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -183679.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -183689.531250 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -183689.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -183694.578125 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -183694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -183699.093750 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -183699.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -183702.171875 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -183702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -183706.562500 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -183706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183712.250000 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -183712.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -183714.234375 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -183714.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -183716.937500 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -183716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -183718.859375 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -183718.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -183719.921875 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -183719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -183720.640625 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -183720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -183721.203125 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -183721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183721.562500 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -183721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183721.562500 Penalty: 2485.220215
	Iteration 32F: 3 clusters Score -183721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Entering Unmasked Estep 
Score: -1065248.875000 Penalty: 1526.442871
	Iteration 0F: 2 clusters Score -1065249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1056818.500000 Penalty: 3052.885742
	Iteration 0F: 3 clusters Score -1056818 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1059650.625000 Penalty: 3052.885742
	Iteration 1F: 3 clusters Score -1059651 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1059896.250000 Penalty: 3052.885742
	Iteration 2F: 3 clusters Score -1059896 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1060112.250000 Penalty: 3052.885742
	Iteration 3Q: 3 clusters Score -1060112 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1060370.875000 Penalty: 3052.885742
	Iteration 4Q: 3 clusters Score -1060371 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1060669.250000 Penalty: 3052.885742
	Iteration 5Q: 3 clusters Score -1060669 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1061048.000000 Penalty: 3052.885742
	Iteration 6Q: 3 clusters Score -1061048 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1061593.000000 Penalty: 3052.885742
	Iteration 7F: 3 clusters Score -1061593 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1062264.625000 Penalty: 3052.885742
	Iteration 8F: 3 clusters Score -1062265 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1062988.750000 Penalty: 3052.885742
	Iteration 9F: 3 clusters Score -1062989 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1063572.375000 Penalty: 3052.885742
	Iteration 10Q: 3 clusters Score -1063572 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1063974.750000 Penalty: 3052.885742
	Iteration 11Q: 3 clusters Score -1063975 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1064208.250000 Penalty: 3052.885742
	Iteration 12Q: 3 clusters Score -1064208 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1064359.500000 Penalty: 3052.885742
	Iteration 13Q: 3 clusters Score -1064360 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1064480.375000 Penalty: 3052.885742
	Iteration 14Q: 3 clusters Score -1064480 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1064579.875000 Penalty: 3052.885742
	Iteration 15Q: 3 clusters Score -1064580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1064642.500000 Penalty: 3052.885742
	Iteration 16Q: 3 clusters Score -1064642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1064685.875000 Penalty: 3052.885742
	Iteration 17Q: 3 clusters Score -1064686 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1064712.500000 Penalty: 3052.885742
	Iteration 18Q: 3 clusters Score -1064712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1064737.625000 Penalty: 3052.885742
	Iteration 19Q: 3 clusters Score -1064738 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1064758.750000 Penalty: 3052.885742
	Iteration 20F: 3 clusters Score -1064759 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1064777.875000 Penalty: 3052.885742
	Iteration 21Q: 3 clusters Score -1064778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -1064797.125000 Penalty: 3052.885742
	Iteration 22Q: 3 clusters Score -1064797 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1064810.500000 Penalty: 3052.885742
	Iteration 23Q: 3 clusters Score -1064810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1064816.125000 Penalty: 3052.885742
	Iteration 24Q: 3 clusters Score -1064816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1064829.000000 Penalty: 3052.885742
	Iteration 25Q: 3 clusters Score -1064829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1064834.875000 Penalty: 3052.885742
	Iteration 26Q: 3 clusters Score -1064835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1064841.250000 Penalty: 3052.885742
	Iteration 27Q: 3 clusters Score -1064841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1064844.625000 Penalty: 3052.885742
	Iteration 28Q: 3 clusters Score -1064845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1064849.875000 Penalty: 3052.885742
	Iteration 29Q: 3 clusters Score -1064850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -1064851.875000 Penalty: 3052.885742
	Iteration 30Q: 3 clusters Score -1064852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1064859.250000 Penalty: 3052.885742
	Iteration 31Q: 3 clusters Score -1064859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1064860.125000 Penalty: 3052.885742
	Iteration 32Q: 3 clusters Score -1064860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1064862.625000 Penalty: 3052.885742
	Iteration 33Q: 3 clusters Score -1064863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1064863.250000 Penalty: 3052.885742
	Iteration 34Q: 3 clusters Score -1064863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1064862.000000 Penalty: 3052.885742
	Iteration 35Q: 3 clusters Score -1064862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1064863.875000 Penalty: 3052.885742
	Iteration 36Q: 3 clusters Score -1064864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1064865.375000 Penalty: 3052.885742
	Iteration 37Q: 3 clusters Score -1064865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1064866.750000 Penalty: 3052.885742
	Iteration 38Q: 3 clusters Score -1064867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1064869.000000 Penalty: 3052.885742
	Iteration 39Q: 3 clusters Score -1064869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1064868.375000 Penalty: 3052.885742
	Iteration 40F: 3 clusters Score -1064868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1064869.375000 Penalty: 3052.885742
	Iteration 41Q: 3 clusters Score -1064869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1064868.250000 Penalty: 3052.885742
	Iteration 42Q: 3 clusters Score -1064868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1064867.875000 Penalty: 3052.885742
	Iteration 43Q: 3 clusters Score -1064868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1064867.875000 Penalty: 3052.885742
	Iteration 44F: 3 clusters Score -1064868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Entering Unmasked Estep 
Score: -250359.312500 Penalty: 1296.085083
	Iteration 0F: 2 clusters Score -250359.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -247709.984375 Penalty: 2592.170166
	Iteration 0F: 3 clusters Score -247710 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -248454.937500 Penalty: 2592.170166
	Iteration 1F: 3 clusters Score -248454.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -248635.328125 Penalty: 2592.170166
	Iteration 2F: 3 clusters Score -248635.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -248738.500000 Penalty: 2592.170166
	Iteration 3F: 3 clusters Score -248738.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -248794.781250 Penalty: 2592.170166
	Iteration 4Q: 3 clusters Score -248794.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -248834.593750 Penalty: 2592.170166
	Iteration 5Q: 3 clusters Score -248834.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -248861.906250 Penalty: 2592.170166
	Iteration 6Q: 3 clusters Score -248861.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -248879.265625 Penalty: 2592.170166
	Iteration 7Q: 3 clusters Score -248879.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -248894.890625 Penalty: 2592.170166
	Iteration 8Q: 3 clusters Score -248894.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -248908.750000 Penalty: 2592.170166
	Iteration 9Q: 3 clusters Score -248908.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -248925.484375 Penalty: 2592.170166
	Iteration 10Q: 3 clusters Score -248925.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -248939.187500 Penalty: 2592.170166
	Iteration 11Q: 3 clusters Score -248939.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -248949.953125 Penalty: 2592.170166
	Iteration 12Q: 3 clusters Score -248950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -248963.031250 Penalty: 2592.170166
	Iteration 13Q: 3 clusters Score -248963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -248975.109375 Penalty: 2592.170166
	Iteration 14Q: 3 clusters Score -248975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -248992.703125 Penalty: 2592.170166
	Iteration 15Q: 3 clusters Score -248992.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -249014.453125 Penalty: 2592.170166
	Iteration 16Q: 3 clusters Score -249014.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -249034.531250 Penalty: 2592.170166
	Iteration 17Q: 3 clusters Score -249034.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -249053.734375 Penalty: 2592.170166
	Iteration 18Q: 3 clusters Score -249053.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -249074.390625 Penalty: 2592.170166
	Iteration 19Q: 3 clusters Score -249074.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -249094.921875 Penalty: 2592.170166
	Iteration 20F: 3 clusters Score -249094.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -249113.625000 Penalty: 2592.170166
	Iteration 21Q: 3 clusters Score -249113.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -249130.140625 Penalty: 2592.170166
	Iteration 22Q: 3 clusters Score -249130.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -249150.328125 Penalty: 2592.170166
	Iteration 23Q: 3 clusters Score -249150.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -249170.468750 Penalty: 2592.170166
	Iteration 24Q: 3 clusters Score -249170.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -249187.687500 Penalty: 2592.170166
	Iteration 25Q: 3 clusters Score -249187.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -249203.828125 Penalty: 2592.170166
	Iteration 26Q: 3 clusters Score -249203.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -249220.906250 Penalty: 2592.170166
	Iteration 27Q: 3 clusters Score -249220.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -249237.718750 Penalty: 2592.170166
	Iteration 28Q: 3 clusters Score -249237.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -249255.859375 Penalty: 2592.170166
	Iteration 29Q: 3 clusters Score -249255.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -249271.687500 Penalty: 2592.170166
	Iteration 30Q: 3 clusters Score -249271.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -249292.781250 Penalty: 2592.170166
	Iteration 31Q: 3 clusters Score -249292.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -249309.375000 Penalty: 2592.170166
	Iteration 32Q: 3 clusters Score -249309.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -249325.968750 Penalty: 2592.170166
	Iteration 33Q: 3 clusters Score -249326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -249340.765625 Penalty: 2592.170166
	Iteration 34Q: 3 clusters Score -249340.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -249352.921875 Penalty: 2592.170166
	Iteration 35Q: 3 clusters Score -249352.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -249367.984375 Penalty: 2592.170166
	Iteration 36Q: 3 clusters Score -249368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -249378.109375 Penalty: 2592.170166
	Iteration 37Q: 3 clusters Score -249378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -249383.906250 Penalty: 2592.170166
	Iteration 38Q: 3 clusters Score -249383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -249387.593750 Penalty: 2592.170166
	Iteration 39Q: 3 clusters Score -249387.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -249392.031250 Penalty: 2592.170166
	Iteration 40F: 3 clusters Score -249392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -249399.375000 Penalty: 2592.170166
	Iteration 41Q: 3 clusters Score -249399.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -249407.531250 Penalty: 2592.170166
	Iteration 42Q: 3 clusters Score -249407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -249416.265625 Penalty: 2592.170166
	Iteration 43Q: 3 clusters Score -249416.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -249424.484375 Penalty: 2592.170166
	Iteration 44Q: 3 clusters Score -249424.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -249431.515625 Penalty: 2592.170166
	Iteration 45Q: 3 clusters Score -249431.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -249439.281250 Penalty: 2592.170166
	Iteration 46Q: 3 clusters Score -249439.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -249441.468750 Penalty: 2592.170166
	Iteration 47Q: 3 clusters Score -249441.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -249442.093750 Penalty: 2592.170166
	Iteration 48Q: 3 clusters Score -249442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -249442.656250 Penalty: 2592.170166
	Iteration 49Q: 3 clusters Score -249442.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -249443.984375 Penalty: 2592.170166
	Iteration 50Q: 3 clusters Score -249444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -249444.265625 Penalty: 2592.170166
	Iteration 51Q: 3 clusters Score -249444.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -249444.265625 Penalty: 2592.170166
	Iteration 52F: 3 clusters Score -249444.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -600610.875000 Penalty: 1429.994019
	Iteration 0F: 2 clusters Score -600610.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -595609.812500 Penalty: 2859.988037
	Iteration 0F: 3 clusters Score -595609.8 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -597095.375000 Penalty: 2859.988037
	Iteration 1F: 3 clusters Score -597095.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -597302.187500 Penalty: 2859.988037
	Iteration 2F: 3 clusters Score -597302.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -597469.187500 Penalty: 2859.988037
	Iteration 3F: 3 clusters Score -597469.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -597604.625000 Penalty: 2859.988037
	Iteration 4Q: 3 clusters Score -597604.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -597709.812500 Penalty: 2859.988037
	Iteration 5Q: 3 clusters Score -597709.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -597813.250000 Penalty: 2859.988037
	Iteration 6Q: 3 clusters Score -597813.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -597899.500000 Penalty: 2859.988037
	Iteration 7Q: 3 clusters Score -597899.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -597998.250000 Penalty: 2859.988037
	Iteration 8Q: 3 clusters Score -597998.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -598087.375000 Penalty: 2859.988037
	Iteration 9Q: 3 clusters Score -598087.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -598185.687500 Penalty: 2859.988037
	Iteration 10Q: 3 clusters Score -598185.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -598288.437500 Penalty: 2859.988037
	Iteration 11Q: 3 clusters Score -598288.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -598372.375000 Penalty: 2859.988037
	Iteration 12Q: 3 clusters Score -598372.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -598454.937500 Penalty: 2859.988037
	Iteration 13Q: 3 clusters Score -598454.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -598524.375000 Penalty: 2859.988037
	Iteration 14Q: 3 clusters Score -598524.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -598591.125000 Penalty: 2859.988037
	Iteration 15Q: 3 clusters Score -598591.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -598672.625000 Penalty: 2859.988037
	Iteration 16Q: 3 clusters Score -598672.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -598774.000000 Penalty: 2859.988037
	Iteration 17Q: 3 clusters Score -598774 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -598900.875000 Penalty: 2859.988037
	Iteration 18Q: 3 clusters Score -598900.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -599089.812500 Penalty: 2859.988037
	Iteration 19Q: 3 clusters Score -599089.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -599297.812500 Penalty: 2859.988037
	Iteration 20F: 3 clusters Score -599297.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -599561.687500 Penalty: 2859.988037
	Iteration 21Q: 3 clusters Score -599561.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -599768.625000 Penalty: 2859.988037
	Iteration 22Q: 3 clusters Score -599768.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -599888.625000 Penalty: 2859.988037
	Iteration 23Q: 3 clusters Score -599888.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -599957.250000 Penalty: 2859.988037
	Iteration 24Q: 3 clusters Score -599957.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -599993.500000 Penalty: 2859.988037
	Iteration 25Q: 3 clusters Score -599993.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -600018.562500 Penalty: 2859.988037
	Iteration 26Q: 3 clusters Score -600018.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -600032.875000 Penalty: 2859.988037
	Iteration 27Q: 3 clusters Score -600032.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -600041.375000 Penalty: 2859.988037
	Iteration 28Q: 3 clusters Score -600041.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -600051.875000 Penalty: 2859.988037
	Iteration 29Q: 3 clusters Score -600051.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -600058.000000 Penalty: 2859.988037
	Iteration 30Q: 3 clusters Score -600058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -600064.062500 Penalty: 2859.988037
	Iteration 31Q: 3 clusters Score -600064.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -600069.625000 Penalty: 2859.988037
	Iteration 32Q: 3 clusters Score -600069.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -600073.250000 Penalty: 2859.988037
	Iteration 33Q: 3 clusters Score -600073.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -600073.625000 Penalty: 2859.988037
	Iteration 34Q: 3 clusters Score -600073.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -600075.250000 Penalty: 2859.988037
	Iteration 35Q: 3 clusters Score -600075.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -600078.312500 Penalty: 2859.988037
	Iteration 36Q: 3 clusters Score -600078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -600079.187500 Penalty: 2859.988037
	Iteration 37Q: 3 clusters Score -600079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -600078.875000 Penalty: 2859.988037
	Iteration 38Q: 3 clusters Score -600078.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -600078.937500 Penalty: 2859.988037
	Iteration 39Q: 3 clusters Score -600078.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -600079.437500 Penalty: 2859.988037
	Iteration 40F: 3 clusters Score -600079.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Entering Unmasked Estep 
Score: -214132.734375 Penalty: 1268.389648
	Iteration 0F: 2 clusters Score -214132.7 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 1242 members 
Entering Unmasked Estep 
Score: -211744.187500 Penalty: 2536.779297
	Iteration 0F: 3 clusters Score -211744.2 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -212331.718750 Penalty: 2536.779297
	Iteration 1F: 3 clusters Score -212331.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -212483.953125 Penalty: 2536.779297
	Iteration 2F: 3 clusters Score -212484 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -212560.765625 Penalty: 2536.779297
	Iteration 3F: 3 clusters Score -212560.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212604.625000 Penalty: 2536.779297
	Iteration 4Q: 3 clusters Score -212604.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -212638.156250 Penalty: 2536.779297
	Iteration 5Q: 3 clusters Score -212638.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -212662.453125 Penalty: 2536.779297
	Iteration 6Q: 3 clusters Score -212662.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -212677.140625 Penalty: 2536.779297
	Iteration 7Q: 3 clusters Score -212677.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -212688.609375 Penalty: 2536.779297
	Iteration 8Q: 3 clusters Score -212688.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -212695.859375 Penalty: 2536.779297
	Iteration 9Q: 3 clusters Score -212695.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -212707.531250 Penalty: 2536.779297
	Iteration 10Q: 3 clusters Score -212707.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -212716.328125 Penalty: 2536.779297
	Iteration 11Q: 3 clusters Score -212716.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -212721.421875 Penalty: 2536.779297
	Iteration 12Q: 3 clusters Score -212721.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -212724.546875 Penalty: 2536.779297
	Iteration 13Q: 3 clusters Score -212724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -212728.781250 Penalty: 2536.779297
	Iteration 14Q: 3 clusters Score -212728.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212734.359375 Penalty: 2536.779297
	Iteration 15Q: 3 clusters Score -212734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212739.015625 Penalty: 2536.779297
	Iteration 16Q: 3 clusters Score -212739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -212745.296875 Penalty: 2536.779297
	Iteration 17Q: 3 clusters Score -212745.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -212753.781250 Penalty: 2536.779297
	Iteration 18Q: 3 clusters Score -212753.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -212761.312500 Penalty: 2536.779297
	Iteration 19Q: 3 clusters Score -212761.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -212766.796875 Penalty: 2536.779297
	Iteration 20F: 3 clusters Score -212766.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -212772.671875 Penalty: 2536.779297
	Iteration 21Q: 3 clusters Score -212772.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -212773.984375 Penalty: 2536.779297
	Iteration 22Q: 3 clusters Score -212774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -212774.828125 Penalty: 2536.779297
	Iteration 23Q: 3 clusters Score -212774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -212775.703125 Penalty: 2536.779297
	Iteration 24Q: 3 clusters Score -212775.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -212775.703125 Penalty: 2536.779297
	Iteration 25F: 3 clusters Score -212775.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Entering Unmasked Estep 
Score: -461235.125000 Penalty: 1392.312378
	Iteration 0F: 2 clusters Score -461235.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -457036.406250 Penalty: 2784.624756
	Iteration 0F: 3 clusters Score -457036.4 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -458233.187500 Penalty: 2784.624756
	Iteration 1F: 3 clusters Score -458233.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -458426.218750 Penalty: 2784.624756
	Iteration 2F: 3 clusters Score -458426.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -458566.000000 Penalty: 2784.624756
	Iteration 3F: 3 clusters Score -458566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -458691.375000 Penalty: 2784.624756
	Iteration 4Q: 3 clusters Score -458691.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -458816.218750 Penalty: 2784.624756
	Iteration 5Q: 3 clusters Score -458816.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -458974.375000 Penalty: 2784.624756
	Iteration 6Q: 3 clusters Score -458974.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -459140.656250 Penalty: 2784.624756
	Iteration 7Q: 3 clusters Score -459140.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -459289.687500 Penalty: 2784.624756
	Iteration 8Q: 3 clusters Score -459289.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -459438.531250 Penalty: 2784.624756
	Iteration 9Q: 3 clusters Score -459438.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -459545.125000 Penalty: 2784.624756
	Iteration 10Q: 3 clusters Score -459545.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -459649.281250 Penalty: 2784.624756
	Iteration 11Q: 3 clusters Score -459649.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -459721.312500 Penalty: 2784.624756
	Iteration 12Q: 3 clusters Score -459721.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -459781.125000 Penalty: 2784.624756
	Iteration 13Q: 3 clusters Score -459781.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -459833.250000 Penalty: 2784.624756
	Iteration 14Q: 3 clusters Score -459833.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -459876.875000 Penalty: 2784.624756
	Iteration 15Q: 3 clusters Score -459876.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -459900.156250 Penalty: 2784.624756
	Iteration 16Q: 3 clusters Score -459900.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -459911.375000 Penalty: 2784.624756
	Iteration 17Q: 3 clusters Score -459911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -459924.593750 Penalty: 2784.624756
	Iteration 18Q: 3 clusters Score -459924.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -459943.812500 Penalty: 2784.624756
	Iteration 19Q: 3 clusters Score -459943.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -459961.312500 Penalty: 2784.624756
	Iteration 20F: 3 clusters Score -459961.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -459982.156250 Penalty: 2784.624756
	Iteration 21Q: 3 clusters Score -459982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -459997.093750 Penalty: 2784.624756
	Iteration 22Q: 3 clusters Score -459997.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -460004.781250 Penalty: 2784.624756
	Iteration 23Q: 3 clusters Score -460004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -460016.218750 Penalty: 2784.624756
	Iteration 24Q: 3 clusters Score -460016.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -460024.187500 Penalty: 2784.624756
	Iteration 25Q: 3 clusters Score -460024.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -460029.125000 Penalty: 2784.624756
	Iteration 26Q: 3 clusters Score -460029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -460029.843750 Penalty: 2784.624756
	Iteration 27Q: 3 clusters Score -460029.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -460031.500000 Penalty: 2784.624756
	Iteration 28Q: 3 clusters Score -460031.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -460032.656250 Penalty: 2784.624756
	Iteration 29Q: 3 clusters Score -460032.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -460032.656250 Penalty: 2784.624756
	Iteration 30F: 3 clusters Score -460032.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Entering Unmasked Estep 
Score: -2194728.500000 Penalty: 1640.782104
	Iteration 0F: 2 clusters Score -2194728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2178327.750000 Penalty: 3281.564209
	Iteration 0F: 3 clusters Score -2178328 nChanged 11085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2184966.000000 Penalty: 3281.564209
	Iteration 1F: 3 clusters Score -2184966 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2186247.750000 Penalty: 3281.564209
	Iteration 2F: 3 clusters Score -2186248 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2187750.500000 Penalty: 3281.564209
	Iteration 3F: 3 clusters Score -2187750 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2189092.250000 Penalty: 3281.564209
	Iteration 4F: 3 clusters Score -2189092 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2190078.750000 Penalty: 3281.564209
	Iteration 5F: 3 clusters Score -2190079 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2190666.750000 Penalty: 3281.564209
	Iteration 6Q: 3 clusters Score -2190667 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2190999.500000 Penalty: 3281.564209
	Iteration 7Q: 3 clusters Score -2191000 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -2191282.000000 Penalty: 3281.564209
	Iteration 8Q: 3 clusters Score -2191282 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2191594.000000 Penalty: 3281.564209
	Iteration 9Q: 3 clusters Score -2191594 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2192042.000000 Penalty: 3281.564209
	Iteration 10Q: 3 clusters Score -2192042 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -2192602.250000 Penalty: 3281.564209
	Iteration 11Q: 3 clusters Score -2192602 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2193197.000000 Penalty: 3281.564209
	Iteration 12Q: 3 clusters Score -2193197 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2193690.750000 Penalty: 3281.564209
	Iteration 13Q: 3 clusters Score -2193691 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2194013.250000 Penalty: 3281.564209
	Iteration 14Q: 3 clusters Score -2194013 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2194229.750000 Penalty: 3281.564209
	Iteration 15Q: 3 clusters Score -2194230 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2194399.750000 Penalty: 3281.564209
	Iteration 16Q: 3 clusters Score -2194400 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2194552.250000 Penalty: 3281.564209
	Iteration 17Q: 3 clusters Score -2194552 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2194692.000000 Penalty: 3281.564209
	Iteration 18Q: 3 clusters Score -2194692 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -2194801.750000 Penalty: 3281.564209
	Iteration 19Q: 3 clusters Score -2194802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -2194891.500000 Penalty: 3281.564209
	Iteration 20F: 3 clusters Score -2194892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2194966.250000 Penalty: 3281.564209
	Iteration 21Q: 3 clusters Score -2194966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -2195009.500000 Penalty: 3281.564209
	Iteration 22Q: 3 clusters Score -2195010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -2195057.250000 Penalty: 3281.564209
	Iteration 23Q: 3 clusters Score -2195057 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2195114.500000 Penalty: 3281.564209
	Iteration 24Q: 3 clusters Score -2195114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -2195134.250000 Penalty: 3281.564209
	Iteration 25Q: 3 clusters Score -2195134 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2195152.750000 Penalty: 3281.564209
	Iteration 26Q: 3 clusters Score -2195153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -2195174.500000 Penalty: 3281.564209
	Iteration 27Q: 3 clusters Score -2195174 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -2195193.500000 Penalty: 3281.564209
	Iteration 28Q: 3 clusters Score -2195194 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -2195206.250000 Penalty: 3281.564209
	Iteration 29Q: 3 clusters Score -2195206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -2195222.000000 Penalty: 3281.564209
	Iteration 30Q: 3 clusters Score -2195222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -2195230.000000 Penalty: 3281.564209
	Iteration 31Q: 3 clusters Score -2195230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -2195235.750000 Penalty: 3281.564209
	Iteration 32Q: 3 clusters Score -2195236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2195238.250000 Penalty: 3281.564209
	Iteration 33Q: 3 clusters Score -2195238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -2195243.750000 Penalty: 3281.564209
	Iteration 34Q: 3 clusters Score -2195244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -2195243.750000 Penalty: 3281.564209
	Iteration 35Q: 3 clusters Score -2195244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2195243.750000 Penalty: 3281.564209
	Iteration 36Q: 3 clusters Score -2195244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -2195246.000000 Penalty: 3281.564209
	Iteration 37Q: 3 clusters Score -2195246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2195247.500000 Penalty: 3281.564209
	Iteration 38Q: 3 clusters Score -2195248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2195246.750000 Penalty: 3281.564209
	Iteration 39Q: 3 clusters Score -2195247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2195246.750000 Penalty: 3281.564209
	Iteration 40F: 3 clusters Score -2195247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 64477 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35446 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 12010 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 1152 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23121 members 
Entering Unmasked Estep 
Score: -24807300.000000 Penalty: 50978.894531
Splitting cluster 23 changes total score from -24807290.000000 to -24807300.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -123963.968750 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -123964 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 707 members 
Entering Unmasked Estep 
Score: -122252.421875 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -122252.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122619.750000 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -122619.8 nChanged 116
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: -122716.023438 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -122716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122773.695312 Penalty: 2356.917480
	Iteration 3Q: 3 clusters Score -122773.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122806.140625 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -122806.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122844.875000 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -122844.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122883.218750 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -122883.2 nChanged 33
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: -122913.828125 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -122913.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122936.273438 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -122936.3 nChanged 19
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: -122949.460938 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -122949.5 nChanged 18
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: -122961.773438 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -122961.8 nChanged 8
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: -122969.046875 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -122969 nChanged 8
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: -122975.476562 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -122975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122981.851562 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -122981.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -122986.992188 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -122987 nChanged 4
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: -122989.593750 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -122989.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -122991.695312 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -122991.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -122993.531250 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -122993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -122994.984375 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -122995 nChanged 3
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: -122997.671875 Penalty: 2356.917480
	Iteration 19Q: 3 clusters Score -122997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -122999.078125 Penalty: 2356.917480
	Iteration 20F: 3 clusters Score -122999.1 nChanged 1
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: -122999.492188 Penalty: 2356.917480
	Iteration 21Q: 3 clusters Score -122999.5 nChanged 0
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: -122999.492188 Penalty: 2356.917480
	Iteration 22F: 3 clusters Score -122999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 64477 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 2573 members 
Mstep: Class 6 contains 1582 members 
Mstep: Class 7 contains 19165 members 
Mstep: Class 8 contains 13780 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 2152 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35446 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 17063 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 12010 members 
Mstep: Class 19 contains 2910 members 
Mstep: Class 20 contains 6634 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 1152 members 
Mstep: Class 24 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807588.000000 Penalty: 50978.894531
Iteration 79Q: 26 clusters Score -2.480759e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 64502 members 
Mstep: Class 3 contains 13691 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 19208 members 
Mstep: Class 8 contains 13845 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 2153 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35447 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 17168 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 12004 members 
Mstep: Class 19 contains 2914 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5263 members 
Mstep: Class 23 contains 1200 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 22844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807868.000000 Penalty: 50978.894531
Iteration 80F: 26 clusters Score -2.480787e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 64528 members 
Mstep: Class 3 contains 13650 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 19179 members 
Mstep: Class 8 contains 13813 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 2154 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35401 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 17256 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 12002 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5261 members 
Mstep: Class 23 contains 1210 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807930.000000 Penalty: 50978.894531
Iteration 81Q: 26 clusters Score -2.480793e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 64545 members 
Mstep: Class 3 contains 13607 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 19174 members 
Mstep: Class 8 contains 13796 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 35386 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 17362 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 11993 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808004.000000 Penalty: 50978.894531
Iteration 82Q: 26 clusters Score -2.4808e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 64558 members 
Mstep: Class 3 contains 13581 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 19180 members 
Mstep: Class 8 contains 13769 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35364 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3478 members 
Mstep: Class 15 contains 17472 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 11994 members 
Mstep: Class 19 contains 2906 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808086.000000 Penalty: 50978.894531
Iteration 83Q: 26 clusters Score -2.480809e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 64587 members 
Mstep: Class 3 contains 13555 members 
Mstep: Class 4 contains 4886 members 
Mstep: Class 5 contains 2577 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 19181 members 
Mstep: Class 8 contains 13740 members 
Mstep: Class 9 contains 6495 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35348 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 17583 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11984 members 
Mstep: Class 19 contains 2904 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808108.000000 Penalty: 50978.894531
Iteration 84Q: 26 clusters Score -2.480811e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 64601 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 19185 members 
Mstep: Class 8 contains 13723 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 2161 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 35344 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 17684 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 11979 members 
Mstep: Class 19 contains 2905 members 
Mstep: Class 20 contains 6635 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808098.000000 Penalty: 50978.894531
Iteration 85Q: 26 clusters Score -2.48081e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 64610 members 
Mstep: Class 3 contains 13519 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 2574 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 19189 members 
Mstep: Class 8 contains 13697 members 
Mstep: Class 9 contains 6486 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 35341 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 17781 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 11978 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808068.000000 Penalty: 50978.894531
Iteration 86Q: 26 clusters Score -2.480807e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 64644 members 
Mstep: Class 3 contains 13514 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 19191 members 
Mstep: Class 8 contains 13660 members 
Mstep: Class 9 contains 6481 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 35325 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 17872 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 11975 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 6639 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808096.000000 Penalty: 50978.894531
Iteration 87Q: 26 clusters Score -2.48081e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 64683 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 19191 members 
Mstep: Class 8 contains 13638 members 
Mstep: Class 9 contains 6480 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 35316 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3540 members 
Mstep: Class 15 contains 17954 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 11963 members 
Mstep: Class 19 contains 2903 members 
Mstep: Class 20 contains 6636 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5260 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808106.000000 Penalty: 50978.894531
Iteration 88Q: 26 clusters Score -2.480811e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 64718 members 
Mstep: Class 3 contains 13500 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 2576 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 19209 members 
Mstep: Class 8 contains 13613 members 
Mstep: Class 9 contains 6474 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 35313 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3555 members 
Mstep: Class 15 contains 18026 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 11956 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6637 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1412 members 
Mstep: Class 25 contains 23675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808136.000000 Penalty: 50978.894531
Iteration 89Q: 26 clusters Score -2.480814e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 64744 members 
Mstep: Class 3 contains 13492 members 
Mstep: Class 4 contains 4867 members 
Mstep: Class 5 contains 2575 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 19219 members 
Mstep: Class 8 contains 13592 members 
Mstep: Class 9 contains 6472 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 35309 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 15 contains 18098 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 11943 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6640 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5259 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808198.000000 Penalty: 50978.894531
Iteration 90Q: 26 clusters Score -2.48082e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 64765 members 
Mstep: Class 3 contains 13489 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 2578 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 19241 members 
Mstep: Class 8 contains 13574 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 2180 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 35294 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3577 members 
Mstep: Class 15 contains 18160 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11937 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6647 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5257 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1411 members 
Mstep: Class 25 contains 23712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808224.000000 Penalty: 50978.894531
Iteration 91Q: 26 clusters Score -2.480822e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 64795 members 
Mstep: Class 3 contains 13475 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 19257 members 
Mstep: Class 8 contains 13555 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 10 contains 2178 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 35280 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3593 members 
Mstep: Class 15 contains 18227 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11933 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5255 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 23728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808214.000000 Penalty: 50978.894531
Iteration 92Q: 26 clusters Score -2.480821e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 64818 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 19262 members 
Mstep: Class 8 contains 13532 members 
Mstep: Class 9 contains 6462 members 
Mstep: Class 10 contains 2182 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 35270 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3607 members 
Mstep: Class 15 contains 18299 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5254 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 23741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808152.000000 Penalty: 50978.894531
Iteration 93Q: 26 clusters Score -2.480815e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 64845 members 
Mstep: Class 3 contains 13472 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19273 members 
Mstep: Class 8 contains 13517 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 35256 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 15 contains 18364 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11930 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 23750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808202.000000 Penalty: 50978.894531
Iteration 94Q: 26 clusters Score -2.48082e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 64873 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19282 members 
Mstep: Class 8 contains 13500 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 35246 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3637 members 
Mstep: Class 15 contains 18426 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 23764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808244.000000 Penalty: 50978.894531
Iteration 95Q: 26 clusters Score -2.480824e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 64899 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19295 members 
Mstep: Class 8 contains 13480 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 35242 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3642 members 
Mstep: Class 15 contains 18488 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1410 members 
Mstep: Class 25 contains 23778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808242.000000 Penalty: 50978.894531
Iteration 96Q: 26 clusters Score -2.480824e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 64927 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19300 members 
Mstep: Class 8 contains 13463 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 35233 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 18569 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11919 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808264.000000 Penalty: 50978.894531
Iteration 97Q: 26 clusters Score -2.480826e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 64970 members 
Mstep: Class 3 contains 13471 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19312 members 
Mstep: Class 8 contains 13452 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 2186 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 35208 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 18651 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808286.000000 Penalty: 50978.894531
Iteration 98Q: 26 clusters Score -2.480829e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 65004 members 
Mstep: Class 3 contains 13460 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19335 members 
Mstep: Class 8 contains 13446 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35187 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 18736 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11915 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808274.000000 Penalty: 50978.894531
Iteration 99Q: 26 clusters Score -2.480827e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 65046 members 
Mstep: Class 3 contains 13453 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19346 members 
Mstep: Class 8 contains 13437 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 35157 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 18822 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808258.000000 Penalty: 50978.894531
Iteration 100F: 26 clusters Score -2.480826e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 65092 members 
Mstep: Class 3 contains 13448 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19358 members 
Mstep: Class 8 contains 13433 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35136 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 18921 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808262.000000 Penalty: 50978.894531
Iteration 101Q: 26 clusters Score -2.480826e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 65135 members 
Mstep: Class 3 contains 13447 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19360 members 
Mstep: Class 8 contains 13423 members 
Mstep: Class 9 contains 6437 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35118 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 3663 members 
Mstep: Class 15 contains 19019 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11902 members 
Mstep: Class 19 contains 2901 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808364.000000 Penalty: 50978.894531
Iteration 102Q: 26 clusters Score -2.480836e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 65177 members 
Mstep: Class 3 contains 13445 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19366 members 
Mstep: Class 8 contains 13405 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35099 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 19097 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11899 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1409 members 
Mstep: Class 25 contains 23863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808348.000000 Penalty: 50978.894531
Iteration 103Q: 26 clusters Score -2.480835e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 65209 members 
Mstep: Class 3 contains 13443 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19369 members 
Mstep: Class 8 contains 13387 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35086 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 19188 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 11899 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808358.000000 Penalty: 50978.894531
Iteration 104Q: 26 clusters Score -2.480836e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 65236 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19363 members 
Mstep: Class 8 contains 13378 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35081 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3670 members 
Mstep: Class 15 contains 19290 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 11895 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808438.000000 Penalty: 50978.894531
Iteration 105Q: 26 clusters Score -2.480844e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 65256 members 
Mstep: Class 3 contains 13443 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19365 members 
Mstep: Class 8 contains 13375 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35074 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11890 members 
Mstep: Class 19 contains 2900 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808424.000000 Penalty: 50978.894531
Iteration 106Q: 26 clusters Score -2.480842e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 65292 members 
Mstep: Class 3 contains 13443 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 13366 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35068 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 19503 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11889 members 
Mstep: Class 19 contains 2899 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808438.000000 Penalty: 50978.894531
Iteration 107Q: 26 clusters Score -2.480844e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 65322 members 
Mstep: Class 3 contains 13442 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19358 members 
Mstep: Class 8 contains 13360 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 35062 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 19606 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808494.000000 Penalty: 50978.894531
Iteration 108Q: 26 clusters Score -2.480849e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 65358 members 
Mstep: Class 3 contains 13439 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19361 members 
Mstep: Class 8 contains 13354 members 
Mstep: Class 9 contains 6434 members 
Mstep: Class 10 contains 2211 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35046 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 19710 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 11885 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808502.000000 Penalty: 50978.894531
Iteration 109Q: 26 clusters Score -2.48085e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 65408 members 
Mstep: Class 3 contains 13440 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19356 members 
Mstep: Class 8 contains 13348 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 35034 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2442 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808440.000000 Penalty: 50978.894531
Iteration 110Q: 26 clusters Score -2.480844e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 65462 members 
Mstep: Class 3 contains 13447 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19359 members 
Mstep: Class 8 contains 13342 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 2219 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 35027 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11886 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808426.000000 Penalty: 50978.894531
Iteration 111Q: 26 clusters Score -2.480843e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 65514 members 
Mstep: Class 3 contains 13444 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19368 members 
Mstep: Class 8 contains 13336 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 35018 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 20045 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11886 members 
Mstep: Class 19 contains 2897 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2437 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808492.000000 Penalty: 50978.894531
Iteration 112Q: 26 clusters Score -2.480849e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 65580 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19373 members 
Mstep: Class 8 contains 13334 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 35004 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3674 members 
Mstep: Class 15 contains 20155 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11888 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808530.000000 Penalty: 50978.894531
Iteration 113Q: 26 clusters Score -2.480853e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 65656 members 
Mstep: Class 3 contains 13429 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19381 members 
Mstep: Class 8 contains 13325 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 34989 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 20276 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11891 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2427 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808576.000000 Penalty: 50978.894531
Iteration 114Q: 26 clusters Score -2.480858e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 65737 members 
Mstep: Class 3 contains 13425 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 2586 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19388 members 
Mstep: Class 8 contains 13316 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34965 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 20418 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11893 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808530.000000 Penalty: 50978.894531
Iteration 115Q: 26 clusters Score -2.480853e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 65812 members 
Mstep: Class 3 contains 13418 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19399 members 
Mstep: Class 8 contains 13304 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2252 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34948 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 20570 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11898 members 
Mstep: Class 19 contains 2893 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808574.000000 Penalty: 50978.894531
Iteration 116Q: 26 clusters Score -2.480857e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 65906 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19406 members 
Mstep: Class 8 contains 13295 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2265 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34922 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 20738 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 11902 members 
Mstep: Class 19 contains 2892 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808662.000000 Penalty: 50978.894531
Iteration 117Q: 26 clusters Score -2.480866e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 66021 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 8 contains 13285 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2276 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34902 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 20903 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 11903 members 
Mstep: Class 19 contains 2888 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808630.000000 Penalty: 50978.894531
Iteration 118Q: 26 clusters Score -2.480863e+07 nChanged 556
Entering ConstructFrom: 
Score: -24808630.000000 Penalty: 50978.894531
Entering ConstructFrom: 
Trying to split cluster 1 (22668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Entering Unmasked Estep 
Score: -2105776.750000 Penalty: 1629.665283
	Iteration 0F: 2 clusters Score -2105777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2090299.750000 Penalty: 3259.330566
	Iteration 0F: 3 clusters Score -2090300 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2095993.500000 Penalty: 3259.330566
	Iteration 1F: 3 clusters Score -2095994 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2096350.125000 Penalty: 3259.330566
	Iteration 2Q: 3 clusters Score -2096350 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2096735.625000 Penalty: 3259.330566
	Iteration 3Q: 3 clusters Score -2096736 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2097173.000000 Penalty: 3259.330566
	Iteration 4Q: 3 clusters Score -2097173 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2097690.750000 Penalty: 3259.330566
	Iteration 5Q: 3 clusters Score -2097691 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2098312.500000 Penalty: 3259.330566
	Iteration 6Q: 3 clusters Score -2098312 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2099104.500000 Penalty: 3259.330566
	Iteration 7Q: 3 clusters Score -2099104 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2100000.250000 Penalty: 3259.330566
	Iteration 8F: 3 clusters Score -2100000 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2100935.250000 Penalty: 3259.330566
	Iteration 9F: 3 clusters Score -2100935 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2101750.250000 Penalty: 3259.330566
	Iteration 10Q: 3 clusters Score -2101750 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2102352.500000 Penalty: 3259.330566
	Iteration 11Q: 3 clusters Score -2102352 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2102776.500000 Penalty: 3259.330566
	Iteration 12Q: 3 clusters Score -2102776 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2103088.750000 Penalty: 3259.330566
	Iteration 13Q: 3 clusters Score -2103089 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2103311.750000 Penalty: 3259.330566
	Iteration 14Q: 3 clusters Score -2103312 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2103515.000000 Penalty: 3259.330566
	Iteration 15Q: 3 clusters Score -2103515 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2103692.750000 Penalty: 3259.330566
	Iteration 16Q: 3 clusters Score -2103693 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2103825.750000 Penalty: 3259.330566
	Iteration 17Q: 3 clusters Score -2103826 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2103928.750000 Penalty: 3259.330566
	Iteration 18Q: 3 clusters Score -2103929 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2104017.500000 Penalty: 3259.330566
	Iteration 19Q: 3 clusters Score -2104018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2104082.250000 Penalty: 3259.330566
	Iteration 20F: 3 clusters Score -2104082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2104136.750000 Penalty: 3259.330566
	Iteration 21Q: 3 clusters Score -2104137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2104177.250000 Penalty: 3259.330566
	Iteration 22Q: 3 clusters Score -2104177 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2104223.000000 Penalty: 3259.330566
	Iteration 23Q: 3 clusters Score -2104223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2104261.750000 Penalty: 3259.330566
	Iteration 24Q: 3 clusters Score -2104262 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2104287.000000 Penalty: 3259.330566
	Iteration 25Q: 3 clusters Score -2104287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2104299.750000 Penalty: 3259.330566
	Iteration 26Q: 3 clusters Score -2104300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2104304.250000 Penalty: 3259.330566
	Iteration 27Q: 3 clusters Score -2104304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2104313.250000 Penalty: 3259.330566
	Iteration 28Q: 3 clusters Score -2104313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2104316.500000 Penalty: 3259.330566
	Iteration 29Q: 3 clusters Score -2104316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2104322.500000 Penalty: 3259.330566
	Iteration 30Q: 3 clusters Score -2104322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2104325.250000 Penalty: 3259.330566
	Iteration 31Q: 3 clusters Score -2104325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2104332.500000 Penalty: 3259.330566
	Iteration 32Q: 3 clusters Score -2104332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2104333.750000 Penalty: 3259.330566
	Iteration 33Q: 3 clusters Score -2104334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2104341.500000 Penalty: 3259.330566
	Iteration 34Q: 3 clusters Score -2104342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2104345.250000 Penalty: 3259.330566
	Iteration 35Q: 3 clusters Score -2104345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2104352.250000 Penalty: 3259.330566
	Iteration 36Q: 3 clusters Score -2104352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2104355.750000 Penalty: 3259.330566
	Iteration 37Q: 3 clusters Score -2104356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2104366.250000 Penalty: 3259.330566
	Iteration 38Q: 3 clusters Score -2104366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2104373.500000 Penalty: 3259.330566
	Iteration 39Q: 3 clusters Score -2104374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2104378.000000 Penalty: 3259.330566
	Iteration 40F: 3 clusters Score -2104378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2104380.000000 Penalty: 3259.330566
	Iteration 41Q: 3 clusters Score -2104380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2104387.500000 Penalty: 3259.330566
	Iteration 42Q: 3 clusters Score -2104388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2104389.250000 Penalty: 3259.330566
	Iteration 43Q: 3 clusters Score -2104389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2104388.500000 Penalty: 3259.330566
	Iteration 44Q: 3 clusters Score -2104388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2104389.500000 Penalty: 3259.330566
	Iteration 45Q: 3 clusters Score -2104390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2104388.250000 Penalty: 3259.330566
	Iteration 46Q: 3 clusters Score -2104388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2104388.750000 Penalty: 3259.330566
	Iteration 47Q: 3 clusters Score -2104389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2104393.250000 Penalty: 3259.330566
	Iteration 48Q: 3 clusters Score -2104393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2104395.750000 Penalty: 3259.330566
	Iteration 49Q: 3 clusters Score -2104396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2104399.000000 Penalty: 3259.330566
	Iteration 50Q: 3 clusters Score -2104399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2104396.750000 Penalty: 3259.330566
	Iteration 51Q: 3 clusters Score -2104397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2104396.750000 Penalty: 3259.330566
	Iteration 52F: 3 clusters Score -2104397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (66131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Entering Unmasked Estep 
Score: -6141842.500000 Penalty: 1803.651367
	Iteration 0F: 2 clusters Score -6141842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -6097826.500000 Penalty: 3607.302734
	Iteration 0F: 3 clusters Score -6097826 nChanged 31236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -6115776.000000 Penalty: 3607.302734
	Iteration 1F: 3 clusters Score -6115776 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -6116333.500000 Penalty: 3607.302734
	Iteration 2Q: 3 clusters Score -6116334 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -6117048.000000 Penalty: 3607.302734
	Iteration 3Q: 3 clusters Score -6117048 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -6117819.500000 Penalty: 3607.302734
	Iteration 4Q: 3 clusters Score -6117820 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6118830.000000 Penalty: 3607.302734
	Iteration 5Q: 3 clusters Score -6118830 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -6120260.000000 Penalty: 3607.302734
	Iteration 6Q: 3 clusters Score -6120260 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -6122358.500000 Penalty: 3607.302734
	Iteration 7F: 3 clusters Score -6122358 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28995 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
Score: -6125211.500000 Penalty: 3607.302734
	Iteration 8F: 3 clusters Score -6125212 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -6128191.000000 Penalty: 3607.302734
	Iteration 9F: 3 clusters Score -6128191 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -6130140.500000 Penalty: 3607.302734
	Iteration 10F: 3 clusters Score -6130140 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -6131001.000000 Penalty: 3607.302734
	Iteration 11Q: 3 clusters Score -6131001 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -6131411.500000 Penalty: 3607.302734
	Iteration 12Q: 3 clusters Score -6131412 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6131609.500000 Penalty: 3607.302734
	Iteration 13Q: 3 clusters Score -6131610 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6131755.500000 Penalty: 3607.302734
	Iteration 14Q: 3 clusters Score -6131756 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -6131889.000000 Penalty: 3607.302734
	Iteration 15Q: 3 clusters Score -6131889 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -6132029.500000 Penalty: 3607.302734
	Iteration 16Q: 3 clusters Score -6132030 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -6132185.500000 Penalty: 3607.302734
	Iteration 17Q: 3 clusters Score -6132186 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 43938 members 
Entering Unmasked Estep 
Score: -6132317.500000 Penalty: 3607.302734
	Iteration 18Q: 3 clusters Score -6132318 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -6132477.500000 Penalty: 3607.302734
	Iteration 19Q: 3 clusters Score -6132478 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6132612.000000 Penalty: 3607.302734
	Iteration 20F: 3 clusters Score -6132612 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -6132809.000000 Penalty: 3607.302734
	Iteration 21Q: 3 clusters Score -6132809 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6132965.500000 Penalty: 3607.302734
	Iteration 22Q: 3 clusters Score -6132966 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 47787 members 
Entering Unmasked Estep 
Score: -6133182.500000 Penalty: 3607.302734
	Iteration 23Q: 3 clusters Score -6133182 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6133448.500000 Penalty: 3607.302734
	Iteration 24Q: 3 clusters Score -6133448 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 49497 members 
Entering Unmasked Estep 
Score: -6133647.500000 Penalty: 3607.302734
	Iteration 25Q: 3 clusters Score -6133648 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -6133854.000000 Penalty: 3607.302734
	Iteration 26Q: 3 clusters Score -6133854 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 51233 members 
Entering Unmasked Estep 
Score: -6134119.500000 Penalty: 3607.302734
	Iteration 27Q: 3 clusters Score -6134120 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 52043 members 
Entering Unmasked Estep 
Score: -6134372.000000 Penalty: 3607.302734
	Iteration 28Q: 3 clusters Score -6134372 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -6134621.500000 Penalty: 3607.302734
	Iteration 29Q: 3 clusters Score -6134622 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 53729 members 
Entering Unmasked Estep 
Score: -6134859.500000 Penalty: 3607.302734
	Iteration 30Q: 3 clusters Score -6134860 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -6135103.000000 Penalty: 3607.302734
	Iteration 31Q: 3 clusters Score -6135103 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -6135429.000000 Penalty: 3607.302734
	Iteration 32Q: 3 clusters Score -6135429 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -6135678.500000 Penalty: 3607.302734
	Iteration 33Q: 3 clusters Score -6135678 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 57003 members 
Entering Unmasked Estep 
Score: -6135978.000000 Penalty: 3607.302734
	Iteration 34Q: 3 clusters Score -6135978 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 57796 members 
Entering Unmasked Estep 
Score: -6136319.000000 Penalty: 3607.302734
	Iteration 35Q: 3 clusters Score -6136319 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 58610 members 
Entering Unmasked Estep 
Score: -6136701.500000 Penalty: 3607.302734
	Iteration 36Q: 3 clusters Score -6136702 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 59414 members 
Entering Unmasked Estep 
Score: -6137059.500000 Penalty: 3607.302734
	Iteration 37Q: 3 clusters Score -6137060 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 60193 members 
Entering Unmasked Estep 
Score: -6137418.500000 Penalty: 3607.302734
	Iteration 38Q: 3 clusters Score -6137418 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -6137792.500000 Penalty: 3607.302734
	Iteration 39Q: 3 clusters Score -6137792 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6138212.500000 Penalty: 3607.302734
	Iteration 40F: 3 clusters Score -6138212 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 62294 members 
Entering Unmasked Estep 
Score: -6138558.000000 Penalty: 3607.302734
	Iteration 41Q: 3 clusters Score -6138558 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 62877 members 
Entering Unmasked Estep 
Score: -6138927.000000 Penalty: 3607.302734
	Iteration 42Q: 3 clusters Score -6138927 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 63429 members 
Entering Unmasked Estep 
Score: -6139215.000000 Penalty: 3607.302734
	Iteration 43Q: 3 clusters Score -6139215 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 63894 members 
Entering Unmasked Estep 
Score: -6139468.500000 Penalty: 3607.302734
	Iteration 44Q: 3 clusters Score -6139468 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 64244 members 
Entering Unmasked Estep 
Score: -6139657.500000 Penalty: 3607.302734
	Iteration 45Q: 3 clusters Score -6139658 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 64509 members 
Entering Unmasked Estep 
Score: -6139822.000000 Penalty: 3607.302734
	Iteration 46Q: 3 clusters Score -6139822 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 64724 members 
Entering Unmasked Estep 
Score: -6139953.000000 Penalty: 3607.302734
	Iteration 47Q: 3 clusters Score -6139953 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -6140015.500000 Penalty: 3607.302734
	Iteration 48Q: 3 clusters Score -6140016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -6140087.000000 Penalty: 3607.302734
	Iteration 49Q: 3 clusters Score -6140087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 65112 members 
Entering Unmasked Estep 
Score: -6140137.000000 Penalty: 3607.302734
	Iteration 50Q: 3 clusters Score -6140137 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 65174 members 
Entering Unmasked Estep 
Score: -6140171.000000 Penalty: 3607.302734
	Iteration 51Q: 3 clusters Score -6140171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 65212 members 
Entering Unmasked Estep 
Score: -6140181.000000 Penalty: 3607.302734
	Iteration 52Q: 3 clusters Score -6140181 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -6140199.000000 Penalty: 3607.302734
	Iteration 53Q: 3 clusters Score -6140199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 65284 members 
Entering Unmasked Estep 
Score: -6140218.000000 Penalty: 3607.302734
	Iteration 54Q: 3 clusters Score -6140218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 65308 members 
Entering Unmasked Estep 
Score: -6140226.500000 Penalty: 3607.302734
	Iteration 55Q: 3 clusters Score -6140226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 65319 members 
Entering Unmasked Estep 
Score: -6140233.000000 Penalty: 3607.302734
	Iteration 56Q: 3 clusters Score -6140233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -6140241.500000 Penalty: 3607.302734
	Iteration 57Q: 3 clusters Score -6140242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 65333 members 
Entering Unmasked Estep 
Score: -6140245.000000 Penalty: 3607.302734
	Iteration 58Q: 3 clusters Score -6140245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 65343 members 
Entering Unmasked Estep 
Score: -6140253.500000 Penalty: 3607.302734
	Iteration 59Q: 3 clusters Score -6140254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 65350 members 
Entering Unmasked Estep 
Score: -6140247.500000 Penalty: 3607.302734
	Iteration 60F: 3 clusters Score -6140248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 65356 members 
Entering Unmasked Estep 
Score: -6140247.500000 Penalty: 3607.302734
	Iteration 61Q: 3 clusters Score -6140248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 65362 members 
Entering Unmasked Estep 
Score: -6140250.500000 Penalty: 3607.302734
	Iteration 62Q: 3 clusters Score -6140250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -6140256.000000 Penalty: 3607.302734
	Iteration 63Q: 3 clusters Score -6140256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 65367 members 
Entering Unmasked Estep 
Score: -6140251.500000 Penalty: 3607.302734
	Iteration 64Q: 3 clusters Score -6140252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -6140257.000000 Penalty: 3607.302734
	Iteration 65Q: 3 clusters Score -6140257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -6140258.500000 Penalty: 3607.302734
	Iteration 66Q: 3 clusters Score -6140258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65370 members 
Entering Unmasked Estep 
Score: -6140255.500000 Penalty: 3607.302734
	Iteration 67Q: 3 clusters Score -6140256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65371 members 
Entering Unmasked Estep 
Score: -6140256.000000 Penalty: 3607.302734
	Iteration 68Q: 3 clusters Score -6140256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 65374 members 
Entering Unmasked Estep 
Score: -6140256.500000 Penalty: 3607.302734
	Iteration 69Q: 3 clusters Score -6140256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -6140256.000000 Penalty: 3607.302734
	Iteration 70Q: 3 clusters Score -6140256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65375 members 
Entering Unmasked Estep 
Score: -6140256.000000 Penalty: 3607.302734
	Iteration 71F: 3 clusters Score -6140256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Entering Unmasked Estep 
Score: -1219627.125000 Penalty: 1543.935669
	Iteration 0F: 2 clusters Score -1219627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1210284.625000 Penalty: 3087.871338
	Iteration 0F: 3 clusters Score -1210285 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1213601.625000 Penalty: 3087.871338
	Iteration 1F: 3 clusters Score -1213602 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1214029.250000 Penalty: 3087.871338
	Iteration 2F: 3 clusters Score -1214029 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1214586.125000 Penalty: 3087.871338
	Iteration 3F: 3 clusters Score -1214586 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1215307.250000 Penalty: 3087.871338
	Iteration 4F: 3 clusters Score -1215307 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1216157.125000 Penalty: 3087.871338
	Iteration 5F: 3 clusters Score -1216157 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1217009.000000 Penalty: 3087.871338
	Iteration 6F: 3 clusters Score -1217009 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1217721.375000 Penalty: 3087.871338
	Iteration 7F: 3 clusters Score -1217721 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1218262.000000 Penalty: 3087.871338
	Iteration 8F: 3 clusters Score -1218262 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1218609.000000 Penalty: 3087.871338
	Iteration 9Q: 3 clusters Score -1218609 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1218785.625000 Penalty: 3087.871338
	Iteration 10Q: 3 clusters Score -1218786 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1218869.000000 Penalty: 3087.871338
	Iteration 11Q: 3 clusters Score -1218869 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1218921.875000 Penalty: 3087.871338
	Iteration 12Q: 3 clusters Score -1218922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1218952.375000 Penalty: 3087.871338
	Iteration 13Q: 3 clusters Score -1218952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1218970.875000 Penalty: 3087.871338
	Iteration 14Q: 3 clusters Score -1218971 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1218988.375000 Penalty: 3087.871338
	Iteration 15Q: 3 clusters Score -1218988 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1218998.875000 Penalty: 3087.871338
	Iteration 16Q: 3 clusters Score -1218999 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1219010.000000 Penalty: 3087.871338
	Iteration 17Q: 3 clusters Score -1219010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1219020.500000 Penalty: 3087.871338
	Iteration 18Q: 3 clusters Score -1219020 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1219027.750000 Penalty: 3087.871338
	Iteration 19Q: 3 clusters Score -1219028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1219038.500000 Penalty: 3087.871338
	Iteration 20F: 3 clusters Score -1219038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1219053.500000 Penalty: 3087.871338
	Iteration 21Q: 3 clusters Score -1219054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1219061.750000 Penalty: 3087.871338
	Iteration 22Q: 3 clusters Score -1219062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1219066.125000 Penalty: 3087.871338
	Iteration 23Q: 3 clusters Score -1219066 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1219073.250000 Penalty: 3087.871338
	Iteration 24Q: 3 clusters Score -1219073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1219083.125000 Penalty: 3087.871338
	Iteration 25Q: 3 clusters Score -1219083 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1219085.750000 Penalty: 3087.871338
	Iteration 26Q: 3 clusters Score -1219086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1219087.000000 Penalty: 3087.871338
	Iteration 27Q: 3 clusters Score -1219087 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1219091.250000 Penalty: 3087.871338
	Iteration 28Q: 3 clusters Score -1219091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1219093.875000 Penalty: 3087.871338
	Iteration 29Q: 3 clusters Score -1219094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1219095.000000 Penalty: 3087.871338
	Iteration 30Q: 3 clusters Score -1219095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1219096.125000 Penalty: 3087.871338
	Iteration 31Q: 3 clusters Score -1219096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1219094.750000 Penalty: 3087.871338
	Iteration 32Q: 3 clusters Score -1219095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1219095.000000 Penalty: 3087.871338
	Iteration 33Q: 3 clusters Score -1219095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1219095.250000 Penalty: 3087.871338
	Iteration 34Q: 3 clusters Score -1219095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1219095.000000 Penalty: 3087.871338
	Iteration 35Q: 3 clusters Score -1219095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1219095.875000 Penalty: 3087.871338
	Iteration 36Q: 3 clusters Score -1219096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1219095.125000 Penalty: 3087.871338
	Iteration 37Q: 3 clusters Score -1219095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1219098.750000 Penalty: 3087.871338
	Iteration 38Q: 3 clusters Score -1219099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1219099.750000 Penalty: 3087.871338
	Iteration 39Q: 3 clusters Score -1219100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1219099.750000 Penalty: 3087.871338
	Iteration 40F: 3 clusters Score -1219100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Entering Unmasked Estep 
Score: -390437.781250 Penalty: 1378.523682
	Iteration 0F: 2 clusters Score -390437.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -386633.593750 Penalty: 2757.047363
	Iteration 0F: 3 clusters Score -386633.6 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -387973.937500 Penalty: 2757.047363
	Iteration 1F: 3 clusters Score -387973.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -388416.750000 Penalty: 2757.047363
	Iteration 2F: 3 clusters Score -388416.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -388817.781250 Penalty: 2757.047363
	Iteration 3F: 3 clusters Score -388817.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -389142.812500 Penalty: 2757.047363
	Iteration 4F: 3 clusters Score -389142.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -389427.093750 Penalty: 2757.047363
	Iteration 5F: 3 clusters Score -389427.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -389662.062500 Penalty: 2757.047363
	Iteration 6Q: 3 clusters Score -389662.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -389834.875000 Penalty: 2757.047363
	Iteration 7Q: 3 clusters Score -389834.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -389962.062500 Penalty: 2757.047363
	Iteration 8Q: 3 clusters Score -389962.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -390067.281250 Penalty: 2757.047363
	Iteration 9Q: 3 clusters Score -390067.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -390155.468750 Penalty: 2757.047363
	Iteration 10Q: 3 clusters Score -390155.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -390222.718750 Penalty: 2757.047363
	Iteration 11Q: 3 clusters Score -390222.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -390267.687500 Penalty: 2757.047363
	Iteration 12Q: 3 clusters Score -390267.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -390300.718750 Penalty: 2757.047363
	Iteration 13Q: 3 clusters Score -390300.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -390326.187500 Penalty: 2757.047363
	Iteration 14Q: 3 clusters Score -390326.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -390346.000000 Penalty: 2757.047363
	Iteration 15Q: 3 clusters Score -390346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -390357.281250 Penalty: 2757.047363
	Iteration 16Q: 3 clusters Score -390357.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -390366.187500 Penalty: 2757.047363
	Iteration 17Q: 3 clusters Score -390366.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -390371.375000 Penalty: 2757.047363
	Iteration 18Q: 3 clusters Score -390371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -390375.687500 Penalty: 2757.047363
	Iteration 19Q: 3 clusters Score -390375.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -390379.750000 Penalty: 2757.047363
	Iteration 20F: 3 clusters Score -390379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -390381.375000 Penalty: 2757.047363
	Iteration 21Q: 3 clusters Score -390381.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -390385.250000 Penalty: 2757.047363
	Iteration 22Q: 3 clusters Score -390385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -390388.437500 Penalty: 2757.047363
	Iteration 23Q: 3 clusters Score -390388.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -390391.000000 Penalty: 2757.047363
	Iteration 24Q: 3 clusters Score -390391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -390393.218750 Penalty: 2757.047363
	Iteration 25Q: 3 clusters Score -390393.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -390396.656250 Penalty: 2757.047363
	Iteration 26Q: 3 clusters Score -390396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -390400.187500 Penalty: 2757.047363
	Iteration 27Q: 3 clusters Score -390400.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -390403.937500 Penalty: 2757.047363
	Iteration 28Q: 3 clusters Score -390403.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -390408.281250 Penalty: 2757.047363
	Iteration 29Q: 3 clusters Score -390408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -390410.531250 Penalty: 2757.047363
	Iteration 30Q: 3 clusters Score -390410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -390412.250000 Penalty: 2757.047363
	Iteration 31Q: 3 clusters Score -390412.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -390411.156250 Penalty: 2757.047363
	Iteration 32Q: 3 clusters Score -390411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -390411.156250 Penalty: 2757.047363
	Iteration 33F: 3 clusters Score -390411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -233125.328125 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -233125.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -230648.765625 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -230648.8 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -231220.125000 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -231220.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -231329.265625 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -231329.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -231391.171875 Penalty: 2553.303711
	Iteration 3Q: 3 clusters Score -231391.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -231441.062500 Penalty: 2553.303711
	Iteration 4Q: 3 clusters Score -231441.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -231488.359375 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -231488.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -231542.453125 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -231542.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231593.328125 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -231593.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -231627.515625 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -231627.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -231659.578125 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -231659.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -231692.000000 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -231692 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -231714.515625 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -231714.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -231727.265625 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -231727.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -231741.562500 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -231741.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -231755.234375 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -231755.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -231765.453125 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -231765.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -231775.031250 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -231775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -231782.140625 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -231782.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231796.062500 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -231796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -231814.890625 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -231814.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -231838.218750 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -231838.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -231852.156250 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -231852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -231860.156250 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -231860.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -231870.015625 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -231870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -231881.765625 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -231881.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -231893.515625 Penalty: 2553.303711
	Iteration 25Q: 3 clusters Score -231893.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -231909.296875 Penalty: 2553.303711
	Iteration 26Q: 3 clusters Score -231909.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -231926.531250 Penalty: 2553.303711
	Iteration 27Q: 3 clusters Score -231926.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -231946.500000 Penalty: 2553.303711
	Iteration 28Q: 3 clusters Score -231946.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -231967.609375 Penalty: 2553.303711
	Iteration 29Q: 3 clusters Score -231967.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -231981.687500 Penalty: 2553.303711
	Iteration 30Q: 3 clusters Score -231981.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -231997.562500 Penalty: 2553.303711
	Iteration 31Q: 3 clusters Score -231997.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -232012.562500 Penalty: 2553.303711
	Iteration 32Q: 3 clusters Score -232012.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -232033.125000 Penalty: 2553.303711
	Iteration 33Q: 3 clusters Score -232033.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -232047.625000 Penalty: 2553.303711
	Iteration 34Q: 3 clusters Score -232047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -232059.890625 Penalty: 2553.303711
	Iteration 35Q: 3 clusters Score -232059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -232067.812500 Penalty: 2553.303711
	Iteration 36Q: 3 clusters Score -232067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -232079.156250 Penalty: 2553.303711
	Iteration 37Q: 3 clusters Score -232079.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -232090.578125 Penalty: 2553.303711
	Iteration 38Q: 3 clusters Score -232090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -232099.687500 Penalty: 2553.303711
	Iteration 39Q: 3 clusters Score -232099.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -232105.000000 Penalty: 2553.303711
	Iteration 40F: 3 clusters Score -232105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -232107.687500 Penalty: 2553.303711
	Iteration 41Q: 3 clusters Score -232107.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -232108.953125 Penalty: 2553.303711
	Iteration 42Q: 3 clusters Score -232109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -232110.031250 Penalty: 2553.303711
	Iteration 43Q: 3 clusters Score -232110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -232110.296875 Penalty: 2553.303711
	Iteration 44Q: 3 clusters Score -232110.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -232110.296875 Penalty: 2553.303711
	Iteration 45F: 3 clusters Score -232110.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -128150.250000 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -128150.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -126406.304688 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -126406.3 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -126758.843750 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -126758.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -126849.070312 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -126849.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -126903.671875 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -126903.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -126934.687500 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -126934.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -126954.812500 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -126954.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -126983.765625 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -126983.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -127016.710938 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -127016.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -127032.601562 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -127032.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -127045.492188 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -127045.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -127059.750000 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -127059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -127074.179688 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -127074.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -127090.023438 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -127090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -127110.054688 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -127110.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -127130.804688 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -127130.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -127142.570312 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -127142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -127151.789062 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -127151.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -127162.257812 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -127162.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -127166.304688 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -127166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -127173.679688 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -127173.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -127181.562500 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -127181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -127188.656250 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -127188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -127199.609375 Penalty: 2382.807373
	Iteration 22Q: 3 clusters Score -127199.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -127204.929688 Penalty: 2382.807373
	Iteration 23Q: 3 clusters Score -127204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -127206.890625 Penalty: 2382.807373
	Iteration 24Q: 3 clusters Score -127206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -127208.250000 Penalty: 2382.807373
	Iteration 25Q: 3 clusters Score -127208.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -127208.679688 Penalty: 2382.807373
	Iteration 26Q: 3 clusters Score -127208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -127209.515625 Penalty: 2382.807373
	Iteration 27Q: 3 clusters Score -127209.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -127209.515625 Penalty: 2382.807373
	Iteration 28F: 3 clusters Score -127209.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Entering Unmasked Estep 
Score: -1761660.750000 Penalty: 1604.651733
	Iteration 0F: 2 clusters Score -1761661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1748352.000000 Penalty: 3209.303467
	Iteration 0F: 3 clusters Score -1748352 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1753387.250000 Penalty: 3209.303467
	Iteration 1F: 3 clusters Score -1753387 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1753861.125000 Penalty: 3209.303467
	Iteration 2F: 3 clusters Score -1753861 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1754373.625000 Penalty: 3209.303467
	Iteration 3F: 3 clusters Score -1754374 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1755022.875000 Penalty: 3209.303467
	Iteration 4F: 3 clusters Score -1755023 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1755850.875000 Penalty: 3209.303467
	Iteration 5F: 3 clusters Score -1755851 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1756777.000000 Penalty: 3209.303467
	Iteration 6F: 3 clusters Score -1756777 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1757741.500000 Penalty: 3209.303467
	Iteration 7F: 3 clusters Score -1757742 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -1758640.500000 Penalty: 3209.303467
	Iteration 8F: 3 clusters Score -1758640 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1759311.250000 Penalty: 3209.303467
	Iteration 9Q: 3 clusters Score -1759311 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -1759777.375000 Penalty: 3209.303467
	Iteration 10Q: 3 clusters Score -1759777 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1760055.875000 Penalty: 3209.303467
	Iteration 11Q: 3 clusters Score -1760056 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1760203.375000 Penalty: 3209.303467
	Iteration 12Q: 3 clusters Score -1760203 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -1760292.125000 Penalty: 3209.303467
	Iteration 13Q: 3 clusters Score -1760292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -1760357.125000 Penalty: 3209.303467
	Iteration 14Q: 3 clusters Score -1760357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -1760404.625000 Penalty: 3209.303467
	Iteration 15Q: 3 clusters Score -1760405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -1760444.250000 Penalty: 3209.303467
	Iteration 16Q: 3 clusters Score -1760444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -1760488.000000 Penalty: 3209.303467
	Iteration 17Q: 3 clusters Score -1760488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1760532.750000 Penalty: 3209.303467
	Iteration 18Q: 3 clusters Score -1760533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -1760561.875000 Penalty: 3209.303467
	Iteration 19Q: 3 clusters Score -1760562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1760577.625000 Penalty: 3209.303467
	Iteration 20F: 3 clusters Score -1760578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1760593.625000 Penalty: 3209.303467
	Iteration 21Q: 3 clusters Score -1760594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1760599.875000 Penalty: 3209.303467
	Iteration 22Q: 3 clusters Score -1760600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -1760601.250000 Penalty: 3209.303467
	Iteration 23Q: 3 clusters Score -1760601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1760604.500000 Penalty: 3209.303467
	Iteration 24Q: 3 clusters Score -1760604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1760603.250000 Penalty: 3209.303467
	Iteration 25Q: 3 clusters Score -1760603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1760603.250000 Penalty: 3209.303467
	Iteration 26F: 3 clusters Score -1760603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1177721.500000 Penalty: 1542.814087
	Iteration 0F: 2 clusters Score -1177722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1168450.250000 Penalty: 3085.628174
	Iteration 0F: 3 clusters Score -1168450 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1171794.875000 Penalty: 3085.628174
	Iteration 1F: 3 clusters Score -1171795 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1172198.875000 Penalty: 3085.628174
	Iteration 2F: 3 clusters Score -1172199 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1172629.250000 Penalty: 3085.628174
	Iteration 3F: 3 clusters Score -1172629 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1173123.500000 Penalty: 3085.628174
	Iteration 4F: 3 clusters Score -1173124 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1173734.125000 Penalty: 3085.628174
	Iteration 5F: 3 clusters Score -1173734 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1174405.375000 Penalty: 3085.628174
	Iteration 6F: 3 clusters Score -1174405 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1175123.500000 Penalty: 3085.628174
	Iteration 7F: 3 clusters Score -1175124 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1175738.250000 Penalty: 3085.628174
	Iteration 8F: 3 clusters Score -1175738 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1176202.875000 Penalty: 3085.628174
	Iteration 9Q: 3 clusters Score -1176203 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1176648.625000 Penalty: 3085.628174
	Iteration 10Q: 3 clusters Score -1176649 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1176928.375000 Penalty: 3085.628174
	Iteration 11Q: 3 clusters Score -1176928 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1177147.500000 Penalty: 3085.628174
	Iteration 12Q: 3 clusters Score -1177148 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1177345.000000 Penalty: 3085.628174
	Iteration 13Q: 3 clusters Score -1177345 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1177471.750000 Penalty: 3085.628174
	Iteration 14Q: 3 clusters Score -1177472 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1177555.125000 Penalty: 3085.628174
	Iteration 15Q: 3 clusters Score -1177555 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1177591.875000 Penalty: 3085.628174
	Iteration 16Q: 3 clusters Score -1177592 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1177606.875000 Penalty: 3085.628174
	Iteration 17Q: 3 clusters Score -1177607 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1177616.750000 Penalty: 3085.628174
	Iteration 18Q: 3 clusters Score -1177617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1177622.625000 Penalty: 3085.628174
	Iteration 19Q: 3 clusters Score -1177623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1177630.125000 Penalty: 3085.628174
	Iteration 20F: 3 clusters Score -1177630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1177638.000000 Penalty: 3085.628174
	Iteration 21Q: 3 clusters Score -1177638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1177644.625000 Penalty: 3085.628174
	Iteration 22Q: 3 clusters Score -1177645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1177645.875000 Penalty: 3085.628174
	Iteration 23Q: 3 clusters Score -1177646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1177650.000000 Penalty: 3085.628174
	Iteration 24Q: 3 clusters Score -1177650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1177653.250000 Penalty: 3085.628174
	Iteration 25Q: 3 clusters Score -1177653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1177662.250000 Penalty: 3085.628174
	Iteration 26Q: 3 clusters Score -1177662 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1177666.500000 Penalty: 3085.628174
	Iteration 27Q: 3 clusters Score -1177666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1177669.125000 Penalty: 3085.628174
	Iteration 28Q: 3 clusters Score -1177669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1177671.250000 Penalty: 3085.628174
	Iteration 29Q: 3 clusters Score -1177671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1177672.625000 Penalty: 3085.628174
	Iteration 30Q: 3 clusters Score -1177673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1177674.250000 Penalty: 3085.628174
	Iteration 31Q: 3 clusters Score -1177674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1177673.750000 Penalty: 3085.628174
	Iteration 32Q: 3 clusters Score -1177674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1177676.875000 Penalty: 3085.628174
	Iteration 33Q: 3 clusters Score -1177677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1177678.000000 Penalty: 3085.628174
	Iteration 34Q: 3 clusters Score -1177678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1177678.000000 Penalty: 3085.628174
	Iteration 35F: 3 clusters Score -1177678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Entering Unmasked Estep 
Score: -568212.125000 Penalty: 1424.792236
	Iteration 0F: 2 clusters Score -568212.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -563315.937500 Penalty: 2849.584473
	Iteration 0F: 3 clusters Score -563315.9 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -564772.500000 Penalty: 2849.584473
	Iteration 1F: 3 clusters Score -564772.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -565080.437500 Penalty: 2849.584473
	Iteration 2F: 3 clusters Score -565080.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -565354.500000 Penalty: 2849.584473
	Iteration 3F: 3 clusters Score -565354.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -565584.062500 Penalty: 2849.584473
	Iteration 4F: 3 clusters Score -565584.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -565793.500000 Penalty: 2849.584473
	Iteration 5F: 3 clusters Score -565793.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -565997.500000 Penalty: 2849.584473
	Iteration 6F: 3 clusters Score -565997.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -566198.187500 Penalty: 2849.584473
	Iteration 7Q: 3 clusters Score -566198.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -566374.875000 Penalty: 2849.584473
	Iteration 8Q: 3 clusters Score -566374.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -566541.875000 Penalty: 2849.584473
	Iteration 9Q: 3 clusters Score -566541.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -566681.125000 Penalty: 2849.584473
	Iteration 10Q: 3 clusters Score -566681.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -566790.250000 Penalty: 2849.584473
	Iteration 11Q: 3 clusters Score -566790.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -566880.750000 Penalty: 2849.584473
	Iteration 12Q: 3 clusters Score -566880.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -566946.687500 Penalty: 2849.584473
	Iteration 13Q: 3 clusters Score -566946.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -567010.812500 Penalty: 2849.584473
	Iteration 14Q: 3 clusters Score -567010.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -567063.875000 Penalty: 2849.584473
	Iteration 15Q: 3 clusters Score -567063.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -567109.437500 Penalty: 2849.584473
	Iteration 16Q: 3 clusters Score -567109.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -567162.062500 Penalty: 2849.584473
	Iteration 17Q: 3 clusters Score -567162.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -567204.875000 Penalty: 2849.584473
	Iteration 18Q: 3 clusters Score -567204.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -567239.687500 Penalty: 2849.584473
	Iteration 19Q: 3 clusters Score -567239.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -567271.000000 Penalty: 2849.584473
	Iteration 20F: 3 clusters Score -567271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -567285.125000 Penalty: 2849.584473
	Iteration 21Q: 3 clusters Score -567285.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -567296.000000 Penalty: 2849.584473
	Iteration 22Q: 3 clusters Score -567296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -567302.250000 Penalty: 2849.584473
	Iteration 23Q: 3 clusters Score -567302.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -567305.437500 Penalty: 2849.584473
	Iteration 24Q: 3 clusters Score -567305.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -567311.625000 Penalty: 2849.584473
	Iteration 25Q: 3 clusters Score -567311.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -567318.687500 Penalty: 2849.584473
	Iteration 26Q: 3 clusters Score -567318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -567325.000000 Penalty: 2849.584473
	Iteration 27Q: 3 clusters Score -567325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -567328.000000 Penalty: 2849.584473
	Iteration 28Q: 3 clusters Score -567328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -567328.812500 Penalty: 2849.584473
	Iteration 29Q: 3 clusters Score -567328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -567329.187500 Penalty: 2849.584473
	Iteration 30Q: 3 clusters Score -567329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -567329.187500 Penalty: 2849.584473
	Iteration 31F: 3 clusters Score -567329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -207524.890625 Penalty: 1257.007935
	Iteration 0F: 2 clusters Score -207524.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205211.031250 Penalty: 2514.015869
	Iteration 0F: 3 clusters Score -205211 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -205685.703125 Penalty: 2514.015869
	Iteration 1F: 3 clusters Score -205685.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -205815.421875 Penalty: 2514.015869
	Iteration 2F: 3 clusters Score -205815.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -205902.265625 Penalty: 2514.015869
	Iteration 3F: 3 clusters Score -205902.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -205972.359375 Penalty: 2514.015869
	Iteration 4Q: 3 clusters Score -205972.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -206023.218750 Penalty: 2514.015869
	Iteration 5Q: 3 clusters Score -206023.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -206054.453125 Penalty: 2514.015869
	Iteration 6Q: 3 clusters Score -206054.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -206076.968750 Penalty: 2514.015869
	Iteration 7Q: 3 clusters Score -206077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -206096.390625 Penalty: 2514.015869
	Iteration 8Q: 3 clusters Score -206096.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -206118.734375 Penalty: 2514.015869
	Iteration 9Q: 3 clusters Score -206118.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -206142.515625 Penalty: 2514.015869
	Iteration 10Q: 3 clusters Score -206142.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -206170.062500 Penalty: 2514.015869
	Iteration 11Q: 3 clusters Score -206170.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -206195.734375 Penalty: 2514.015869
	Iteration 12Q: 3 clusters Score -206195.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -206224.671875 Penalty: 2514.015869
	Iteration 13Q: 3 clusters Score -206224.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -206246.515625 Penalty: 2514.015869
	Iteration 14Q: 3 clusters Score -206246.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -206265.437500 Penalty: 2514.015869
	Iteration 15Q: 3 clusters Score -206265.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -206280.468750 Penalty: 2514.015869
	Iteration 16Q: 3 clusters Score -206280.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -206291.234375 Penalty: 2514.015869
	Iteration 17Q: 3 clusters Score -206291.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -206303.109375 Penalty: 2514.015869
	Iteration 18Q: 3 clusters Score -206303.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -206318.546875 Penalty: 2514.015869
	Iteration 19Q: 3 clusters Score -206318.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -206335.968750 Penalty: 2514.015869
	Iteration 20F: 3 clusters Score -206336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -206359.062500 Penalty: 2514.015869
	Iteration 21Q: 3 clusters Score -206359.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -206382.609375 Penalty: 2514.015869
	Iteration 22Q: 3 clusters Score -206382.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -206401.328125 Penalty: 2514.015869
	Iteration 23Q: 3 clusters Score -206401.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -206414.828125 Penalty: 2514.015869
	Iteration 24Q: 3 clusters Score -206414.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -206423.109375 Penalty: 2514.015869
	Iteration 25Q: 3 clusters Score -206423.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -206429.500000 Penalty: 2514.015869
	Iteration 26Q: 3 clusters Score -206429.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -206433.843750 Penalty: 2514.015869
	Iteration 27Q: 3 clusters Score -206433.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -206440.171875 Penalty: 2514.015869
	Iteration 28Q: 3 clusters Score -206440.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -206444.984375 Penalty: 2514.015869
	Iteration 29Q: 3 clusters Score -206445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206453.703125 Penalty: 2514.015869
	Iteration 30Q: 3 clusters Score -206453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -206462.265625 Penalty: 2514.015869
	Iteration 31Q: 3 clusters Score -206462.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -206470.140625 Penalty: 2514.015869
	Iteration 32Q: 3 clusters Score -206470.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -206476.718750 Penalty: 2514.015869
	Iteration 33Q: 3 clusters Score -206476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -206485.593750 Penalty: 2514.015869
	Iteration 34Q: 3 clusters Score -206485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -206492.578125 Penalty: 2514.015869
	Iteration 35Q: 3 clusters Score -206492.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206500.515625 Penalty: 2514.015869
	Iteration 36Q: 3 clusters Score -206500.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -206510.343750 Penalty: 2514.015869
	Iteration 37Q: 3 clusters Score -206510.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -206517.765625 Penalty: 2514.015869
	Iteration 38Q: 3 clusters Score -206517.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -206532.203125 Penalty: 2514.015869
	Iteration 39Q: 3 clusters Score -206532.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -206547.640625 Penalty: 2514.015869
	Iteration 40F: 3 clusters Score -206547.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -206556.562500 Penalty: 2514.015869
	Iteration 41Q: 3 clusters Score -206556.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -206562.203125 Penalty: 2514.015869
	Iteration 42Q: 3 clusters Score -206562.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -206564.812500 Penalty: 2514.015869
	Iteration 43Q: 3 clusters Score -206564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -206565.578125 Penalty: 2514.015869
	Iteration 44Q: 3 clusters Score -206565.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -206565.796875 Penalty: 2514.015869
	Iteration 45Q: 3 clusters Score -206565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -206565.796875 Penalty: 2514.015869
	Iteration 46F: 3 clusters Score -206565.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Entering Unmasked Estep 
Score: -431273.843750 Penalty: 1372.844116
	Iteration 0F: 2 clusters Score -431273.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -427552.562500 Penalty: 2745.688232
	Iteration 0F: 3 clusters Score -427552.6 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -428471.281250 Penalty: 2745.688232
	Iteration 1F: 3 clusters Score -428471.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -428597.343750 Penalty: 2745.688232
	Iteration 2F: 3 clusters Score -428597.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -428692.375000 Penalty: 2745.688232
	Iteration 3Q: 3 clusters Score -428692.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -428756.375000 Penalty: 2745.688232
	Iteration 4Q: 3 clusters Score -428756.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -428804.312500 Penalty: 2745.688232
	Iteration 5Q: 3 clusters Score -428804.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -428848.593750 Penalty: 2745.688232
	Iteration 6Q: 3 clusters Score -428848.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -428887.656250 Penalty: 2745.688232
	Iteration 7Q: 3 clusters Score -428887.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -428922.531250 Penalty: 2745.688232
	Iteration 8Q: 3 clusters Score -428922.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -428960.187500 Penalty: 2745.688232
	Iteration 9Q: 3 clusters Score -428960.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -428993.906250 Penalty: 2745.688232
	Iteration 10Q: 3 clusters Score -428993.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -429038.187500 Penalty: 2745.688232
	Iteration 11Q: 3 clusters Score -429038.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -429077.843750 Penalty: 2745.688232
	Iteration 12Q: 3 clusters Score -429077.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -429113.718750 Penalty: 2745.688232
	Iteration 13Q: 3 clusters Score -429113.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -429157.968750 Penalty: 2745.688232
	Iteration 14Q: 3 clusters Score -429158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -429215.531250 Penalty: 2745.688232
	Iteration 15Q: 3 clusters Score -429215.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -429290.375000 Penalty: 2745.688232
	Iteration 16Q: 3 clusters Score -429290.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -429372.062500 Penalty: 2745.688232
	Iteration 17Q: 3 clusters Score -429372.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -429453.468750 Penalty: 2745.688232
	Iteration 18Q: 3 clusters Score -429453.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -429535.562500 Penalty: 2745.688232
	Iteration 19Q: 3 clusters Score -429535.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -429633.343750 Penalty: 2745.688232
	Iteration 20F: 3 clusters Score -429633.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -429713.500000 Penalty: 2745.688232
	Iteration 21Q: 3 clusters Score -429713.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -429770.500000 Penalty: 2745.688232
	Iteration 22Q: 3 clusters Score -429770.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -429813.156250 Penalty: 2745.688232
	Iteration 23Q: 3 clusters Score -429813.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -429849.156250 Penalty: 2745.688232
	Iteration 24Q: 3 clusters Score -429849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -429895.875000 Penalty: 2745.688232
	Iteration 25Q: 3 clusters Score -429895.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -429932.562500 Penalty: 2745.688232
	Iteration 26Q: 3 clusters Score -429932.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -429959.625000 Penalty: 2745.688232
	Iteration 27Q: 3 clusters Score -429959.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -429978.343750 Penalty: 2745.688232
	Iteration 28Q: 3 clusters Score -429978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -429997.625000 Penalty: 2745.688232
	Iteration 29Q: 3 clusters Score -429997.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -430012.625000 Penalty: 2745.688232
	Iteration 30Q: 3 clusters Score -430012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -430025.937500 Penalty: 2745.688232
	Iteration 31Q: 3 clusters Score -430025.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -430039.343750 Penalty: 2745.688232
	Iteration 32Q: 3 clusters Score -430039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -430052.437500 Penalty: 2745.688232
	Iteration 33Q: 3 clusters Score -430052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -430061.812500 Penalty: 2745.688232
	Iteration 34Q: 3 clusters Score -430061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -430070.218750 Penalty: 2745.688232
	Iteration 35Q: 3 clusters Score -430070.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -430077.375000 Penalty: 2745.688232
	Iteration 36Q: 3 clusters Score -430077.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -430084.750000 Penalty: 2745.688232
	Iteration 37Q: 3 clusters Score -430084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -430087.562500 Penalty: 2745.688232
	Iteration 38Q: 3 clusters Score -430087.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -430088.812500 Penalty: 2745.688232
	Iteration 39Q: 3 clusters Score -430088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -430091.343750 Penalty: 2745.688232
	Iteration 40F: 3 clusters Score -430091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -430096.218750 Penalty: 2745.688232
	Iteration 41Q: 3 clusters Score -430096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -430103.437500 Penalty: 2745.688232
	Iteration 42Q: 3 clusters Score -430103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -430109.812500 Penalty: 2745.688232
	Iteration 43Q: 3 clusters Score -430109.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -430112.156250 Penalty: 2745.688232
	Iteration 44Q: 3 clusters Score -430112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -430113.562500 Penalty: 2745.688232
	Iteration 45Q: 3 clusters Score -430113.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -430116.875000 Penalty: 2745.688232
	Iteration 46Q: 3 clusters Score -430116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -430120.531250 Penalty: 2745.688232
	Iteration 47Q: 3 clusters Score -430120.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -430122.156250 Penalty: 2745.688232
	Iteration 48Q: 3 clusters Score -430122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -430125.281250 Penalty: 2745.688232
	Iteration 49Q: 3 clusters Score -430125.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -430125.281250 Penalty: 2745.688232
	Iteration 50F: 3 clusters Score -430125.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Entering Unmasked Estep 
Score: -3132142.750000 Penalty: 1699.719482
	Iteration 0F: 2 clusters Score -3132143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3108741.000000 Penalty: 3399.438965
	Iteration 0F: 3 clusters Score -3108741 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -3117685.750000 Penalty: 3399.438965
	Iteration 1F: 3 clusters Score -3117686 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3118097.500000 Penalty: 3399.438965
	Iteration 2Q: 3 clusters Score -3118098 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -3118500.500000 Penalty: 3399.438965
	Iteration 3Q: 3 clusters Score -3118500 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -3118961.250000 Penalty: 3399.438965
	Iteration 4Q: 3 clusters Score -3118961 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3119543.250000 Penalty: 3399.438965
	Iteration 5Q: 3 clusters Score -3119543 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3120320.250000 Penalty: 3399.438965
	Iteration 6Q: 3 clusters Score -3120320 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -3121397.500000 Penalty: 3399.438965
	Iteration 7Q: 3 clusters Score -3121398 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3122638.250000 Penalty: 3399.438965
	Iteration 8F: 3 clusters Score -3122638 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3123999.500000 Penalty: 3399.438965
	Iteration 9F: 3 clusters Score -3124000 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -3125161.250000 Penalty: 3399.438965
	Iteration 10F: 3 clusters Score -3125161 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -3125985.250000 Penalty: 3399.438965
	Iteration 11Q: 3 clusters Score -3125985 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -3126500.750000 Penalty: 3399.438965
	Iteration 12Q: 3 clusters Score -3126501 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -3126847.500000 Penalty: 3399.438965
	Iteration 13Q: 3 clusters Score -3126848 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -3127118.750000 Penalty: 3399.438965
	Iteration 14Q: 3 clusters Score -3127119 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3127393.250000 Penalty: 3399.438965
	Iteration 15Q: 3 clusters Score -3127393 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3127678.500000 Penalty: 3399.438965
	Iteration 16Q: 3 clusters Score -3127678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -3127975.250000 Penalty: 3399.438965
	Iteration 17Q: 3 clusters Score -3127975 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -3128269.000000 Penalty: 3399.438965
	Iteration 18Q: 3 clusters Score -3128269 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3128546.500000 Penalty: 3399.438965
	Iteration 19Q: 3 clusters Score -3128546 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -3128806.000000 Penalty: 3399.438965
	Iteration 20F: 3 clusters Score -3128806 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3129029.250000 Penalty: 3399.438965
	Iteration 21Q: 3 clusters Score -3129029 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -3129281.250000 Penalty: 3399.438965
	Iteration 22Q: 3 clusters Score -3129281 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -3129533.500000 Penalty: 3399.438965
	Iteration 23Q: 3 clusters Score -3129534 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -3129775.250000 Penalty: 3399.438965
	Iteration 24Q: 3 clusters Score -3129775 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -3129975.500000 Penalty: 3399.438965
	Iteration 25Q: 3 clusters Score -3129976 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -3130169.250000 Penalty: 3399.438965
	Iteration 26Q: 3 clusters Score -3130169 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -3130337.750000 Penalty: 3399.438965
	Iteration 27Q: 3 clusters Score -3130338 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3130478.250000 Penalty: 3399.438965
	Iteration 28Q: 3 clusters Score -3130478 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -3130600.500000 Penalty: 3399.438965
	Iteration 29Q: 3 clusters Score -3130600 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -3130674.250000 Penalty: 3399.438965
	Iteration 30Q: 3 clusters Score -3130674 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 33341 members 
Entering Unmasked Estep 
Score: -3130749.250000 Penalty: 3399.438965
	Iteration 31Q: 3 clusters Score -3130749 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -3130798.750000 Penalty: 3399.438965
	Iteration 32Q: 3 clusters Score -3130799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 33459 members 
Entering Unmasked Estep 
Score: -3130829.500000 Penalty: 3399.438965
	Iteration 33Q: 3 clusters Score -3130830 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3130852.750000 Penalty: 3399.438965
	Iteration 34Q: 3 clusters Score -3130853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -3130871.000000 Penalty: 3399.438965
	Iteration 35Q: 3 clusters Score -3130871 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -3130891.500000 Penalty: 3399.438965
	Iteration 36Q: 3 clusters Score -3130892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -3130908.250000 Penalty: 3399.438965
	Iteration 37Q: 3 clusters Score -3130908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -3130921.750000 Penalty: 3399.438965
	Iteration 38Q: 3 clusters Score -3130922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -3130929.750000 Penalty: 3399.438965
	Iteration 39Q: 3 clusters Score -3130930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33638 members 
Entering Unmasked Estep 
Score: -3130952.000000 Penalty: 3399.438965
	Iteration 40F: 3 clusters Score -3130952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -3130952.750000 Penalty: 3399.438965
	Iteration 41Q: 3 clusters Score -3130953 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 33662 members 
Entering Unmasked Estep 
Score: -3130965.750000 Penalty: 3399.438965
	Iteration 42Q: 3 clusters Score -3130966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -3130968.500000 Penalty: 3399.438965
	Iteration 43Q: 3 clusters Score -3130968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -3130983.250000 Penalty: 3399.438965
	Iteration 44Q: 3 clusters Score -3130983 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -3130990.750000 Penalty: 3399.438965
	Iteration 45Q: 3 clusters Score -3130991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -3130989.750000 Penalty: 3399.438965
	Iteration 46Q: 3 clusters Score -3130990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -3130993.500000 Penalty: 3399.438965
	Iteration 47Q: 3 clusters Score -3130994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -3130996.750000 Penalty: 3399.438965
	Iteration 48Q: 3 clusters Score -3130997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -3130998.750000 Penalty: 3399.438965
	Iteration 49Q: 3 clusters Score -3130999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3130998.750000 Penalty: 3399.438965
	Iteration 50Q: 3 clusters Score -3130999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3130998.250000 Penalty: 3399.438965
	Iteration 51Q: 3 clusters Score -3130998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 33724 members 
Entering Unmasked Estep 
Score: -3131001.250000 Penalty: 3399.438965
	Iteration 52Q: 3 clusters Score -3131001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -3131002.500000 Penalty: 3399.438965
	Iteration 53Q: 3 clusters Score -3131002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3131002.000000 Penalty: 3399.438965
	Iteration 54Q: 3 clusters Score -3131002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -3131000.750000 Penalty: 3399.438965
	Iteration 55Q: 3 clusters Score -3131001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3131003.500000 Penalty: 3399.438965
	Iteration 56Q: 3 clusters Score -3131004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -3131003.250000 Penalty: 3399.438965
	Iteration 57Q: 3 clusters Score -3131003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -3131003.500000 Penalty: 3399.438965
	Iteration 58Q: 3 clusters Score -3131004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3131004.000000 Penalty: 3399.438965
	Iteration 59Q: 3 clusters Score -3131004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -3131005.250000 Penalty: 3399.438965
	Iteration 60F: 3 clusters Score -3131005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Entering Unmasked Estep 
Score: -510023.593750 Penalty: 1405.819946
	Iteration 0F: 2 clusters Score -510023.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -505597.531250 Penalty: 2811.639893
	Iteration 0F: 3 clusters Score -505597.5 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -506817.750000 Penalty: 2811.639893
	Iteration 1F: 3 clusters Score -506817.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -507014.656250 Penalty: 2811.639893
	Iteration 2F: 3 clusters Score -507014.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -507212.062500 Penalty: 2811.639893
	Iteration 3F: 3 clusters Score -507212.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -507388.375000 Penalty: 2811.639893
	Iteration 4Q: 3 clusters Score -507388.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -507548.968750 Penalty: 2811.639893
	Iteration 5Q: 3 clusters Score -507549 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -507728.812500 Penalty: 2811.639893
	Iteration 6Q: 3 clusters Score -507728.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -507936.250000 Penalty: 2811.639893
	Iteration 7Q: 3 clusters Score -507936.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -508148.187500 Penalty: 2811.639893
	Iteration 8Q: 3 clusters Score -508148.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -508355.250000 Penalty: 2811.639893
	Iteration 9Q: 3 clusters Score -508355.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -508524.843750 Penalty: 2811.639893
	Iteration 10Q: 3 clusters Score -508524.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -508615.062500 Penalty: 2811.639893
	Iteration 11Q: 3 clusters Score -508615.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -508671.343750 Penalty: 2811.639893
	Iteration 12Q: 3 clusters Score -508671.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -508712.250000 Penalty: 2811.639893
	Iteration 13Q: 3 clusters Score -508712.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -508748.500000 Penalty: 2811.639893
	Iteration 14Q: 3 clusters Score -508748.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -508781.281250 Penalty: 2811.639893
	Iteration 15Q: 3 clusters Score -508781.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -508813.093750 Penalty: 2811.639893
	Iteration 16Q: 3 clusters Score -508813.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -508840.437500 Penalty: 2811.639893
	Iteration 17Q: 3 clusters Score -508840.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -508866.437500 Penalty: 2811.639893
	Iteration 18Q: 3 clusters Score -508866.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -508877.750000 Penalty: 2811.639893
	Iteration 19Q: 3 clusters Score -508877.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -508886.312500 Penalty: 2811.639893
	Iteration 20F: 3 clusters Score -508886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -508893.781250 Penalty: 2811.639893
	Iteration 21Q: 3 clusters Score -508893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -508903.281250 Penalty: 2811.639893
	Iteration 22Q: 3 clusters Score -508903.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -508908.812500 Penalty: 2811.639893
	Iteration 23Q: 3 clusters Score -508908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -508912.656250 Penalty: 2811.639893
	Iteration 24Q: 3 clusters Score -508912.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -508915.656250 Penalty: 2811.639893
	Iteration 25Q: 3 clusters Score -508915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -508916.406250 Penalty: 2811.639893
	Iteration 26Q: 3 clusters Score -508916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -508917.375000 Penalty: 2811.639893
	Iteration 27Q: 3 clusters Score -508917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -508919.531250 Penalty: 2811.639893
	Iteration 28Q: 3 clusters Score -508919.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -508919.812500 Penalty: 2811.639893
	Iteration 29Q: 3 clusters Score -508919.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -508919.812500 Penalty: 2811.639893
	Iteration 30F: 3 clusters Score -508919.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Entering Unmasked Estep 
Score: -326247.187500 Penalty: 1334.233521
	Iteration 0F: 2 clusters Score -326247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -323112.250000 Penalty: 2668.467041
	Iteration 0F: 3 clusters Score -323112.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -323952.031250 Penalty: 2668.467041
	Iteration 1F: 3 clusters Score -323952 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -324199.562500 Penalty: 2668.467041
	Iteration 2F: 3 clusters Score -324199.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -324347.750000 Penalty: 2668.467041
	Iteration 3F: 3 clusters Score -324347.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -324503.593750 Penalty: 2668.467041
	Iteration 4F: 3 clusters Score -324503.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -324640.906250 Penalty: 2668.467041
	Iteration 5Q: 3 clusters Score -324640.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -324762.593750 Penalty: 2668.467041
	Iteration 6Q: 3 clusters Score -324762.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -324878.906250 Penalty: 2668.467041
	Iteration 7Q: 3 clusters Score -324878.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -325000.312500 Penalty: 2668.467041
	Iteration 8Q: 3 clusters Score -325000.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -325119.062500 Penalty: 2668.467041
	Iteration 9Q: 3 clusters Score -325119.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -325234.468750 Penalty: 2668.467041
	Iteration 10Q: 3 clusters Score -325234.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -325328.281250 Penalty: 2668.467041
	Iteration 11Q: 3 clusters Score -325328.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -325392.000000 Penalty: 2668.467041
	Iteration 12Q: 3 clusters Score -325392 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -325418.750000 Penalty: 2668.467041
	Iteration 13Q: 3 clusters Score -325418.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -325433.843750 Penalty: 2668.467041
	Iteration 14Q: 3 clusters Score -325433.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -325441.906250 Penalty: 2668.467041
	Iteration 15Q: 3 clusters Score -325441.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -325449.656250 Penalty: 2668.467041
	Iteration 16Q: 3 clusters Score -325449.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -325455.312500 Penalty: 2668.467041
	Iteration 17Q: 3 clusters Score -325455.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -325461.406250 Penalty: 2668.467041
	Iteration 18Q: 3 clusters Score -325461.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -325468.437500 Penalty: 2668.467041
	Iteration 19Q: 3 clusters Score -325468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -325473.593750 Penalty: 2668.467041
	Iteration 20F: 3 clusters Score -325473.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -325479.781250 Penalty: 2668.467041
	Iteration 21Q: 3 clusters Score -325479.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -325484.656250 Penalty: 2668.467041
	Iteration 22Q: 3 clusters Score -325484.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -325486.250000 Penalty: 2668.467041
	Iteration 23Q: 3 clusters Score -325486.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -325488.218750 Penalty: 2668.467041
	Iteration 24Q: 3 clusters Score -325488.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -325490.687500 Penalty: 2668.467041
	Iteration 25Q: 3 clusters Score -325490.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -325492.437500 Penalty: 2668.467041
	Iteration 26Q: 3 clusters Score -325492.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -325495.718750 Penalty: 2668.467041
	Iteration 27Q: 3 clusters Score -325495.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -325500.406250 Penalty: 2668.467041
	Iteration 28Q: 3 clusters Score -325500.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -325504.281250 Penalty: 2668.467041
	Iteration 29Q: 3 clusters Score -325504.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -325508.343750 Penalty: 2668.467041
	Iteration 30Q: 3 clusters Score -325508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -325511.250000 Penalty: 2668.467041
	Iteration 31Q: 3 clusters Score -325511.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -325514.281250 Penalty: 2668.467041
	Iteration 32Q: 3 clusters Score -325514.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -325515.218750 Penalty: 2668.467041
	Iteration 33Q: 3 clusters Score -325515.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -325516.781250 Penalty: 2668.467041
	Iteration 34Q: 3 clusters Score -325516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -325521.000000 Penalty: 2668.467041
	Iteration 35Q: 3 clusters Score -325521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -325523.687500 Penalty: 2668.467041
	Iteration 36Q: 3 clusters Score -325523.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -325525.062500 Penalty: 2668.467041
	Iteration 37Q: 3 clusters Score -325525.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -325525.500000 Penalty: 2668.467041
	Iteration 38Q: 3 clusters Score -325525.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -325525.968750 Penalty: 2668.467041
	Iteration 39Q: 3 clusters Score -325526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -325527.000000 Penalty: 2668.467041
	Iteration 40F: 3 clusters Score -325527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -325526.750000 Penalty: 2668.467041
	Iteration 41Q: 3 clusters Score -325526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -325526.750000 Penalty: 2668.467041
	Iteration 42F: 3 clusters Score -325526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Entering Unmasked Estep 
Score: -1967170.250000 Penalty: 1617.716431
	Iteration 0F: 2 clusters Score -1967170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1952885.625000 Penalty: 3235.432861
	Iteration 0F: 3 clusters Score -1952886 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1958191.750000 Penalty: 3235.432861
	Iteration 1F: 3 clusters Score -1958192 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1958770.000000 Penalty: 3235.432861
	Iteration 2F: 3 clusters Score -1958770 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1959634.500000 Penalty: 3235.432861
	Iteration 3F: 3 clusters Score -1959634 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1960838.250000 Penalty: 3235.432861
	Iteration 4F: 3 clusters Score -1960838 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1962207.125000 Penalty: 3235.432861
	Iteration 5F: 3 clusters Score -1962207 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1963351.500000 Penalty: 3235.432861
	Iteration 6F: 3 clusters Score -1963352 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1964221.000000 Penalty: 3235.432861
	Iteration 7F: 3 clusters Score -1964221 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1964842.500000 Penalty: 3235.432861
	Iteration 8Q: 3 clusters Score -1964842 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1965167.000000 Penalty: 3235.432861
	Iteration 9Q: 3 clusters Score -1965167 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1965370.750000 Penalty: 3235.432861
	Iteration 10Q: 3 clusters Score -1965371 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1965493.375000 Penalty: 3235.432861
	Iteration 11Q: 3 clusters Score -1965493 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1965566.750000 Penalty: 3235.432861
	Iteration 12Q: 3 clusters Score -1965567 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1965615.625000 Penalty: 3235.432861
	Iteration 13Q: 3 clusters Score -1965616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1965656.375000 Penalty: 3235.432861
	Iteration 14Q: 3 clusters Score -1965656 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1965695.875000 Penalty: 3235.432861
	Iteration 15Q: 3 clusters Score -1965696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1965727.750000 Penalty: 3235.432861
	Iteration 16Q: 3 clusters Score -1965728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1965761.125000 Penalty: 3235.432861
	Iteration 17Q: 3 clusters Score -1965761 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1965804.125000 Penalty: 3235.432861
	Iteration 18Q: 3 clusters Score -1965804 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1965843.500000 Penalty: 3235.432861
	Iteration 19Q: 3 clusters Score -1965844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1965874.250000 Penalty: 3235.432861
	Iteration 20F: 3 clusters Score -1965874 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1965904.250000 Penalty: 3235.432861
	Iteration 21Q: 3 clusters Score -1965904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1965939.000000 Penalty: 3235.432861
	Iteration 22Q: 3 clusters Score -1965939 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1965976.000000 Penalty: 3235.432861
	Iteration 23Q: 3 clusters Score -1965976 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1966002.625000 Penalty: 3235.432861
	Iteration 24Q: 3 clusters Score -1966003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1966031.875000 Penalty: 3235.432861
	Iteration 25Q: 3 clusters Score -1966032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1966055.750000 Penalty: 3235.432861
	Iteration 26Q: 3 clusters Score -1966056 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1966079.375000 Penalty: 3235.432861
	Iteration 27Q: 3 clusters Score -1966079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1966097.125000 Penalty: 3235.432861
	Iteration 28Q: 3 clusters Score -1966097 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1966125.250000 Penalty: 3235.432861
	Iteration 29Q: 3 clusters Score -1966125 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1966158.875000 Penalty: 3235.432861
	Iteration 30Q: 3 clusters Score -1966159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1966185.625000 Penalty: 3235.432861
	Iteration 31Q: 3 clusters Score -1966186 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1966213.375000 Penalty: 3235.432861
	Iteration 32Q: 3 clusters Score -1966213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1966235.875000 Penalty: 3235.432861
	Iteration 33Q: 3 clusters Score -1966236 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1966254.750000 Penalty: 3235.432861
	Iteration 34Q: 3 clusters Score -1966255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1966269.125000 Penalty: 3235.432861
	Iteration 35Q: 3 clusters Score -1966269 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1966283.625000 Penalty: 3235.432861
	Iteration 36Q: 3 clusters Score -1966284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1966299.000000 Penalty: 3235.432861
	Iteration 37Q: 3 clusters Score -1966299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1966303.625000 Penalty: 3235.432861
	Iteration 38Q: 3 clusters Score -1966304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1966306.750000 Penalty: 3235.432861
	Iteration 39Q: 3 clusters Score -1966307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1966310.125000 Penalty: 3235.432861
	Iteration 40F: 3 clusters Score -1966310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1966312.500000 Penalty: 3235.432861
	Iteration 41Q: 3 clusters Score -1966312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1966315.000000 Penalty: 3235.432861
	Iteration 42Q: 3 clusters Score -1966315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1966320.750000 Penalty: 3235.432861
	Iteration 43Q: 3 clusters Score -1966321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1966324.125000 Penalty: 3235.432861
	Iteration 44Q: 3 clusters Score -1966324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1966324.375000 Penalty: 3235.432861
	Iteration 45Q: 3 clusters Score -1966324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1966326.125000 Penalty: 3235.432861
	Iteration 46Q: 3 clusters Score -1966326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1966326.375000 Penalty: 3235.432861
	Iteration 47Q: 3 clusters Score -1966326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1966329.875000 Penalty: 3235.432861
	Iteration 48Q: 3 clusters Score -1966330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1966330.875000 Penalty: 3235.432861
	Iteration 49Q: 3 clusters Score -1966331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1966329.625000 Penalty: 3235.432861
	Iteration 50Q: 3 clusters Score -1966330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1966330.500000 Penalty: 3235.432861
	Iteration 51Q: 3 clusters Score -1966330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1966330.500000 Penalty: 3235.432861
	Iteration 52Q: 3 clusters Score -1966330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1966330.750000 Penalty: 3235.432861
	Iteration 53Q: 3 clusters Score -1966331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1966331.250000 Penalty: 3235.432861
	Iteration 54Q: 3 clusters Score -1966331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1966335.750000 Penalty: 3235.432861
	Iteration 55Q: 3 clusters Score -1966336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1966334.500000 Penalty: 3235.432861
	Iteration 56Q: 3 clusters Score -1966334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1966334.500000 Penalty: 3235.432861
	Iteration 57F: 3 clusters Score -1966334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Entering Unmasked Estep 
Score: -122286.078125 Penalty: 1197.355225
	Iteration 0F: 2 clusters Score -122286.1 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 785 members 
Entering Unmasked Estep 
Score: -120485.101562 Penalty: 2394.710449
	Iteration 0F: 3 clusters Score -120485.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -120949.312500 Penalty: 2394.710449
	Iteration 1F: 3 clusters Score -120949.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -121108.445312 Penalty: 2394.710449
	Iteration 2F: 3 clusters Score -121108.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -121229.632812 Penalty: 2394.710449
	Iteration 3F: 3 clusters Score -121229.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -121333.070312 Penalty: 2394.710449
	Iteration 4F: 3 clusters Score -121333.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -121435.328125 Penalty: 2394.710449
	Iteration 5Q: 3 clusters Score -121435.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121516.546875 Penalty: 2394.710449
	Iteration 6Q: 3 clusters Score -121516.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -121569.781250 Penalty: 2394.710449
	Iteration 7Q: 3 clusters Score -121569.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121602.554688 Penalty: 2394.710449
	Iteration 8Q: 3 clusters Score -121602.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -121624.382812 Penalty: 2394.710449
	Iteration 9Q: 3 clusters Score -121624.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -121646.968750 Penalty: 2394.710449
	Iteration 10Q: 3 clusters Score -121647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -121657.671875 Penalty: 2394.710449
	Iteration 11Q: 3 clusters Score -121657.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121662.851562 Penalty: 2394.710449
	Iteration 12Q: 3 clusters Score -121662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121666.390625 Penalty: 2394.710449
	Iteration 13Q: 3 clusters Score -121666.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121672.101562 Penalty: 2394.710449
	Iteration 14Q: 3 clusters Score -121672.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121679.757812 Penalty: 2394.710449
	Iteration 15Q: 3 clusters Score -121679.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121682.093750 Penalty: 2394.710449
	Iteration 16Q: 3 clusters Score -121682.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121682.570312 Penalty: 2394.710449
	Iteration 17Q: 3 clusters Score -121682.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121682.710938 Penalty: 2394.710449
	Iteration 18Q: 3 clusters Score -121682.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -121682.710938 Penalty: 2394.710449
	Iteration 19F: 3 clusters Score -121682.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -186099.843750 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -186099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -183921.953125 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -183922 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -184367.062500 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -184367.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -184453.468750 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -184453.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184503.125000 Penalty: 2487.540039
	Iteration 3Q: 3 clusters Score -184503.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -184552.421875 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -184552.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -184592.343750 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -184592.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -184616.765625 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -184616.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -184631.765625 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -184631.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -184642.968750 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -184643 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -184652.218750 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -184652.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -184661.421875 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -184661.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -184673.218750 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -184673.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -184681.875000 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -184681.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -184688.578125 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -184688.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -184692.703125 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -184692.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -184696.468750 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -184696.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -184702.046875 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -184702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -184708.531250 Penalty: 2487.540039
	Iteration 17Q: 3 clusters Score -184708.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -184712.687500 Penalty: 2487.540039
	Iteration 18Q: 3 clusters Score -184712.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -184717.718750 Penalty: 2487.540039
	Iteration 19Q: 3 clusters Score -184717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -184722.046875 Penalty: 2487.540039
	Iteration 20F: 3 clusters Score -184722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -184724.796875 Penalty: 2487.540039
	Iteration 21Q: 3 clusters Score -184724.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -184728.562500 Penalty: 2487.540039
	Iteration 22Q: 3 clusters Score -184728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -184732.593750 Penalty: 2487.540039
	Iteration 23Q: 3 clusters Score -184732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -184735.312500 Penalty: 2487.540039
	Iteration 24Q: 3 clusters Score -184735.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -184736.531250 Penalty: 2487.540039
	Iteration 25Q: 3 clusters Score -184736.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -184737.625000 Penalty: 2487.540039
	Iteration 26Q: 3 clusters Score -184737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -184738.562500 Penalty: 2487.540039
	Iteration 27Q: 3 clusters Score -184738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -184739.671875 Penalty: 2487.540039
	Iteration 28Q: 3 clusters Score -184739.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -184739.671875 Penalty: 2487.540039
	Iteration 29F: 3 clusters Score -184739.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Entering Unmasked Estep 
Score: -1055727.875000 Penalty: 1525.002441
	Iteration 0F: 2 clusters Score -1055728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1047352.812500 Penalty: 3050.004883
	Iteration 0F: 3 clusters Score -1047353 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1050164.125000 Penalty: 3050.004883
	Iteration 1F: 3 clusters Score -1050164 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1050467.625000 Penalty: 3050.004883
	Iteration 2F: 3 clusters Score -1050468 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1050805.625000 Penalty: 3050.004883
	Iteration 3F: 3 clusters Score -1050806 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1051212.125000 Penalty: 3050.004883
	Iteration 4F: 3 clusters Score -1051212 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1051594.625000 Penalty: 3050.004883
	Iteration 5F: 3 clusters Score -1051595 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1051933.500000 Penalty: 3050.004883
	Iteration 6F: 3 clusters Score -1051934 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1052262.875000 Penalty: 3050.004883
	Iteration 7Q: 3 clusters Score -1052263 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1052527.875000 Penalty: 3050.004883
	Iteration 8Q: 3 clusters Score -1052528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1052709.000000 Penalty: 3050.004883
	Iteration 9Q: 3 clusters Score -1052709 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1052825.125000 Penalty: 3050.004883
	Iteration 10Q: 3 clusters Score -1052825 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1052907.125000 Penalty: 3050.004883
	Iteration 11Q: 3 clusters Score -1052907 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1052969.500000 Penalty: 3050.004883
	Iteration 12Q: 3 clusters Score -1052970 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1053006.625000 Penalty: 3050.004883
	Iteration 13Q: 3 clusters Score -1053007 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1053040.000000 Penalty: 3050.004883
	Iteration 14Q: 3 clusters Score -1053040 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1053063.875000 Penalty: 3050.004883
	Iteration 15Q: 3 clusters Score -1053064 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1053080.375000 Penalty: 3050.004883
	Iteration 16Q: 3 clusters Score -1053080 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1053104.125000 Penalty: 3050.004883
	Iteration 17Q: 3 clusters Score -1053104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1053122.250000 Penalty: 3050.004883
	Iteration 18Q: 3 clusters Score -1053122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1053144.625000 Penalty: 3050.004883
	Iteration 19Q: 3 clusters Score -1053145 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1053164.625000 Penalty: 3050.004883
	Iteration 20F: 3 clusters Score -1053165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1053185.375000 Penalty: 3050.004883
	Iteration 21Q: 3 clusters Score -1053185 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1053210.250000 Penalty: 3050.004883
	Iteration 22Q: 3 clusters Score -1053210 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1053241.375000 Penalty: 3050.004883
	Iteration 23Q: 3 clusters Score -1053241 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1053281.375000 Penalty: 3050.004883
	Iteration 24Q: 3 clusters Score -1053281 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1053328.000000 Penalty: 3050.004883
	Iteration 25Q: 3 clusters Score -1053328 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1053393.875000 Penalty: 3050.004883
	Iteration 26Q: 3 clusters Score -1053394 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1053483.625000 Penalty: 3050.004883
	Iteration 27Q: 3 clusters Score -1053484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1053627.125000 Penalty: 3050.004883
	Iteration 28Q: 3 clusters Score -1053627 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1053852.500000 Penalty: 3050.004883
	Iteration 29Q: 3 clusters Score -1053852 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1054130.000000 Penalty: 3050.004883
	Iteration 30Q: 3 clusters Score -1054130 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1054396.875000 Penalty: 3050.004883
	Iteration 31Q: 3 clusters Score -1054397 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1054614.375000 Penalty: 3050.004883
	Iteration 32Q: 3 clusters Score -1054614 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1054796.125000 Penalty: 3050.004883
	Iteration 33Q: 3 clusters Score -1054796 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1054943.000000 Penalty: 3050.004883
	Iteration 34Q: 3 clusters Score -1054943 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1055049.750000 Penalty: 3050.004883
	Iteration 35Q: 3 clusters Score -1055050 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1055131.750000 Penalty: 3050.004883
	Iteration 36Q: 3 clusters Score -1055132 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1055179.750000 Penalty: 3050.004883
	Iteration 37Q: 3 clusters Score -1055180 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -1055222.375000 Penalty: 3050.004883
	Iteration 38Q: 3 clusters Score -1055222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1055248.750000 Penalty: 3050.004883
	Iteration 39Q: 3 clusters Score -1055249 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1055265.500000 Penalty: 3050.004883
	Iteration 40F: 3 clusters Score -1055266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1055276.500000 Penalty: 3050.004883
	Iteration 41Q: 3 clusters Score -1055276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1055286.500000 Penalty: 3050.004883
	Iteration 42Q: 3 clusters Score -1055286 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1055294.125000 Penalty: 3050.004883
	Iteration 43Q: 3 clusters Score -1055294 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1055296.500000 Penalty: 3050.004883
	Iteration 44Q: 3 clusters Score -1055296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1055303.000000 Penalty: 3050.004883
	Iteration 45Q: 3 clusters Score -1055303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1055305.875000 Penalty: 3050.004883
	Iteration 46Q: 3 clusters Score -1055306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1055308.625000 Penalty: 3050.004883
	Iteration 47Q: 3 clusters Score -1055309 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1055309.625000 Penalty: 3050.004883
	Iteration 48Q: 3 clusters Score -1055310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1055315.250000 Penalty: 3050.004883
	Iteration 49Q: 3 clusters Score -1055315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1055317.500000 Penalty: 3050.004883
	Iteration 50Q: 3 clusters Score -1055318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1055318.875000 Penalty: 3050.004883
	Iteration 51Q: 3 clusters Score -1055319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1055320.500000 Penalty: 3050.004883
	Iteration 52Q: 3 clusters Score -1055320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1055321.125000 Penalty: 3050.004883
	Iteration 53Q: 3 clusters Score -1055321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1055320.375000 Penalty: 3050.004883
	Iteration 54Q: 3 clusters Score -1055320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1055321.875000 Penalty: 3050.004883
	Iteration 55Q: 3 clusters Score -1055322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1055321.875000 Penalty: 3050.004883
	Iteration 56Q: 3 clusters Score -1055322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1055322.875000 Penalty: 3050.004883
	Iteration 57Q: 3 clusters Score -1055323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1055322.125000 Penalty: 3050.004883
	Iteration 58Q: 3 clusters Score -1055322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1055321.375000 Penalty: 3050.004883
	Iteration 59Q: 3 clusters Score -1055321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -1055321.375000 Penalty: 3050.004883
	Iteration 60F: 3 clusters Score -1055321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Entering Unmasked Estep 
Score: -247903.937500 Penalty: 1294.570312
	Iteration 0F: 2 clusters Score -247903.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -245314.156250 Penalty: 2589.140625
	Iteration 0F: 3 clusters Score -245314.2 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -246200.750000 Penalty: 2589.140625
	Iteration 1F: 3 clusters Score -246200.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246507.718750 Penalty: 2589.140625
	Iteration 2F: 3 clusters Score -246507.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246705.718750 Penalty: 2589.140625
	Iteration 3F: 3 clusters Score -246705.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -246842.406250 Penalty: 2589.140625
	Iteration 4F: 3 clusters Score -246842.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246921.359375 Penalty: 2589.140625
	Iteration 5Q: 3 clusters Score -246921.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246955.046875 Penalty: 2589.140625
	Iteration 6Q: 3 clusters Score -246955 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -246979.562500 Penalty: 2589.140625
	Iteration 7Q: 3 clusters Score -246979.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247007.203125 Penalty: 2589.140625
	Iteration 8Q: 3 clusters Score -247007.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -247028.078125 Penalty: 2589.140625
	Iteration 9Q: 3 clusters Score -247028.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -247042.000000 Penalty: 2589.140625
	Iteration 10Q: 3 clusters Score -247042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -247056.421875 Penalty: 2589.140625
	Iteration 11Q: 3 clusters Score -247056.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -247074.000000 Penalty: 2589.140625
	Iteration 12Q: 3 clusters Score -247074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247088.109375 Penalty: 2589.140625
	Iteration 13Q: 3 clusters Score -247088.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -247100.656250 Penalty: 2589.140625
	Iteration 14Q: 3 clusters Score -247100.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -247115.296875 Penalty: 2589.140625
	Iteration 15Q: 3 clusters Score -247115.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -247140.031250 Penalty: 2589.140625
	Iteration 16Q: 3 clusters Score -247140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -247159.734375 Penalty: 2589.140625
	Iteration 17Q: 3 clusters Score -247159.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -247170.593750 Penalty: 2589.140625
	Iteration 18Q: 3 clusters Score -247170.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -247180.562500 Penalty: 2589.140625
	Iteration 19Q: 3 clusters Score -247180.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -247189.781250 Penalty: 2589.140625
	Iteration 20F: 3 clusters Score -247189.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -247195.859375 Penalty: 2589.140625
	Iteration 21Q: 3 clusters Score -247195.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -247203.093750 Penalty: 2589.140625
	Iteration 22Q: 3 clusters Score -247203.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -247213.390625 Penalty: 2589.140625
	Iteration 23Q: 3 clusters Score -247213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -247217.484375 Penalty: 2589.140625
	Iteration 24Q: 3 clusters Score -247217.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -247222.687500 Penalty: 2589.140625
	Iteration 25Q: 3 clusters Score -247222.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -247226.937500 Penalty: 2589.140625
	Iteration 26Q: 3 clusters Score -247226.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -247229.234375 Penalty: 2589.140625
	Iteration 27Q: 3 clusters Score -247229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -247231.140625 Penalty: 2589.140625
	Iteration 28Q: 3 clusters Score -247231.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -247232.656250 Penalty: 2589.140625
	Iteration 29Q: 3 clusters Score -247232.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -247233.781250 Penalty: 2589.140625
	Iteration 30Q: 3 clusters Score -247233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -247236.296875 Penalty: 2589.140625
	Iteration 31Q: 3 clusters Score -247236.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -247238.843750 Penalty: 2589.140625
	Iteration 32Q: 3 clusters Score -247238.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -247240.296875 Penalty: 2589.140625
	Iteration 33Q: 3 clusters Score -247240.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -247240.875000 Penalty: 2589.140625
	Iteration 34Q: 3 clusters Score -247240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -247241.640625 Penalty: 2589.140625
	Iteration 35Q: 3 clusters Score -247241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -247243.546875 Penalty: 2589.140625
	Iteration 36Q: 3 clusters Score -247243.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -247244.671875 Penalty: 2589.140625
	Iteration 37Q: 3 clusters Score -247244.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -247245.109375 Penalty: 2589.140625
	Iteration 38Q: 3 clusters Score -247245.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -247245.859375 Penalty: 2589.140625
	Iteration 39Q: 3 clusters Score -247245.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -247246.156250 Penalty: 2589.140625
	Iteration 40F: 3 clusters Score -247246.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -603892.062500 Penalty: 1430.873413
	Iteration 0F: 2 clusters Score -603892.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -598906.687500 Penalty: 2861.746826
	Iteration 0F: 3 clusters Score -598906.7 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -600393.625000 Penalty: 2861.746826
	Iteration 1F: 3 clusters Score -600393.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -600589.750000 Penalty: 2861.746826
	Iteration 2F: 3 clusters Score -600589.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -600717.875000 Penalty: 2861.746826
	Iteration 3Q: 3 clusters Score -600717.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -600812.312500 Penalty: 2861.746826
	Iteration 4Q: 3 clusters Score -600812.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -600883.750000 Penalty: 2861.746826
	Iteration 5Q: 3 clusters Score -600883.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -600967.875000 Penalty: 2861.746826
	Iteration 6Q: 3 clusters Score -600967.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -601050.437500 Penalty: 2861.746826
	Iteration 7Q: 3 clusters Score -601050.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -601127.312500 Penalty: 2861.746826
	Iteration 8Q: 3 clusters Score -601127.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -601214.125000 Penalty: 2861.746826
	Iteration 9Q: 3 clusters Score -601214.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -601305.312500 Penalty: 2861.746826
	Iteration 10Q: 3 clusters Score -601305.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -601410.437500 Penalty: 2861.746826
	Iteration 11Q: 3 clusters Score -601410.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -601518.625000 Penalty: 2861.746826
	Iteration 12Q: 3 clusters Score -601518.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -601618.500000 Penalty: 2861.746826
	Iteration 13Q: 3 clusters Score -601618.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -601717.500000 Penalty: 2861.746826
	Iteration 14Q: 3 clusters Score -601717.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -601805.687500 Penalty: 2861.746826
	Iteration 15Q: 3 clusters Score -601805.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -601876.687500 Penalty: 2861.746826
	Iteration 16Q: 3 clusters Score -601876.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -601918.875000 Penalty: 2861.746826
	Iteration 17Q: 3 clusters Score -601918.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -601945.000000 Penalty: 2861.746826
	Iteration 18Q: 3 clusters Score -601945 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -601966.375000 Penalty: 2861.746826
	Iteration 19Q: 3 clusters Score -601966.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -601984.125000 Penalty: 2861.746826
	Iteration 20F: 3 clusters Score -601984.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -601999.437500 Penalty: 2861.746826
	Iteration 21Q: 3 clusters Score -601999.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -602014.125000 Penalty: 2861.746826
	Iteration 22Q: 3 clusters Score -602014.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -602030.312500 Penalty: 2861.746826
	Iteration 23Q: 3 clusters Score -602030.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -602048.687500 Penalty: 2861.746826
	Iteration 24Q: 3 clusters Score -602048.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -602085.437500 Penalty: 2861.746826
	Iteration 25Q: 3 clusters Score -602085.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -602133.687500 Penalty: 2861.746826
	Iteration 26Q: 3 clusters Score -602133.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -602200.562500 Penalty: 2861.746826
	Iteration 27Q: 3 clusters Score -602200.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -602297.062500 Penalty: 2861.746826
	Iteration 28Q: 3 clusters Score -602297.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -602392.125000 Penalty: 2861.746826
	Iteration 29Q: 3 clusters Score -602392.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -602461.562500 Penalty: 2861.746826
	Iteration 30Q: 3 clusters Score -602461.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -602522.437500 Penalty: 2861.746826
	Iteration 31Q: 3 clusters Score -602522.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -602573.750000 Penalty: 2861.746826
	Iteration 32Q: 3 clusters Score -602573.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -602611.437500 Penalty: 2861.746826
	Iteration 33Q: 3 clusters Score -602611.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -602644.687500 Penalty: 2861.746826
	Iteration 34Q: 3 clusters Score -602644.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -602666.625000 Penalty: 2861.746826
	Iteration 35Q: 3 clusters Score -602666.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -602677.875000 Penalty: 2861.746826
	Iteration 36Q: 3 clusters Score -602677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -602686.562500 Penalty: 2861.746826
	Iteration 37Q: 3 clusters Score -602686.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -602691.750000 Penalty: 2861.746826
	Iteration 38Q: 3 clusters Score -602691.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -602692.250000 Penalty: 2861.746826
	Iteration 39Q: 3 clusters Score -602692.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -602693.062500 Penalty: 2861.746826
	Iteration 40F: 3 clusters Score -602693.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -602695.000000 Penalty: 2861.746826
	Iteration 41Q: 3 clusters Score -602695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -602695.000000 Penalty: 2861.746826
	Iteration 42Q: 3 clusters Score -602695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -602695.562500 Penalty: 2861.746826
	Iteration 43Q: 3 clusters Score -602695.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -602695.562500 Penalty: 2861.746826
	Iteration 44F: 3 clusters Score -602695.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -211507.546875 Penalty: 1266.457886
	Iteration 0F: 2 clusters Score -211507.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -209165.843750 Penalty: 2532.915771
	Iteration 0F: 3 clusters Score -209165.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -209683.687500 Penalty: 2532.915771
	Iteration 1F: 3 clusters Score -209683.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -209789.593750 Penalty: 2532.915771
	Iteration 2F: 3 clusters Score -209789.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -209839.265625 Penalty: 2532.915771
	Iteration 3Q: 3 clusters Score -209839.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -209871.687500 Penalty: 2532.915771
	Iteration 4Q: 3 clusters Score -209871.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -209895.765625 Penalty: 2532.915771
	Iteration 5Q: 3 clusters Score -209895.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -209912.671875 Penalty: 2532.915771
	Iteration 6Q: 3 clusters Score -209912.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -209931.218750 Penalty: 2532.915771
	Iteration 7Q: 3 clusters Score -209931.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -209944.500000 Penalty: 2532.915771
	Iteration 8Q: 3 clusters Score -209944.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -209952.125000 Penalty: 2532.915771
	Iteration 9Q: 3 clusters Score -209952.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -209956.937500 Penalty: 2532.915771
	Iteration 10Q: 3 clusters Score -209956.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -209962.296875 Penalty: 2532.915771
	Iteration 11Q: 3 clusters Score -209962.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -209969.421875 Penalty: 2532.915771
	Iteration 12Q: 3 clusters Score -209969.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -209975.218750 Penalty: 2532.915771
	Iteration 13Q: 3 clusters Score -209975.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -209983.234375 Penalty: 2532.915771
	Iteration 14Q: 3 clusters Score -209983.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -209991.125000 Penalty: 2532.915771
	Iteration 15Q: 3 clusters Score -209991.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -209998.015625 Penalty: 2532.915771
	Iteration 16Q: 3 clusters Score -209998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -210001.812500 Penalty: 2532.915771
	Iteration 17Q: 3 clusters Score -210001.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -210006.015625 Penalty: 2532.915771
	Iteration 18Q: 3 clusters Score -210006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -210009.484375 Penalty: 2532.915771
	Iteration 19Q: 3 clusters Score -210009.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -210012.875000 Penalty: 2532.915771
	Iteration 20F: 3 clusters Score -210012.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -210015.953125 Penalty: 2532.915771
	Iteration 21Q: 3 clusters Score -210016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -210017.640625 Penalty: 2532.915771
	Iteration 22Q: 3 clusters Score -210017.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -210018.546875 Penalty: 2532.915771
	Iteration 23Q: 3 clusters Score -210018.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210018.531250 Penalty: 2532.915771
	Iteration 24Q: 3 clusters Score -210018.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -210018.531250 Penalty: 2532.915771
	Iteration 25F: 3 clusters Score -210018.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -459919.187500 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -459919.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -455784.968750 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -455785 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -456980.343750 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -456980.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -457171.250000 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -457171.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -457320.843750 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -457320.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -457442.781250 Penalty: 2783.696777
	Iteration 4Q: 3 clusters Score -457442.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -457538.125000 Penalty: 2783.696777
	Iteration 5Q: 3 clusters Score -457538.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -457629.625000 Penalty: 2783.696777
	Iteration 6Q: 3 clusters Score -457629.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -457714.281250 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -457714.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -457793.500000 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -457793.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -457873.718750 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -457873.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -457951.093750 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -457951.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -458007.281250 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -458007.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -458060.906250 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -458060.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -458108.781250 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -458108.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -458158.281250 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -458158.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -458215.062500 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -458215.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -458273.031250 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -458273 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -458323.968750 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -458324 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -458366.718750 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -458366.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -458410.718750 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -458410.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -458450.406250 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -458450.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -458500.031250 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -458500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -458543.750000 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -458543.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -458578.718750 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -458578.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -458604.281250 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -458604.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -458627.000000 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -458627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -458643.218750 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -458643.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -458652.312500 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -458652.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -458660.156250 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -458660.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -458670.281250 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -458670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -458672.375000 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -458672.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -458674.343750 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -458674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -458678.125000 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -458678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -458680.000000 Penalty: 2783.696777
	Iteration 33Q: 3 clusters Score -458680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -458684.968750 Penalty: 2783.696777
	Iteration 34Q: 3 clusters Score -458685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -458689.562500 Penalty: 2783.696777
	Iteration 35Q: 3 clusters Score -458689.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -458691.062500 Penalty: 2783.696777
	Iteration 36Q: 3 clusters Score -458691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -458690.906250 Penalty: 2783.696777
	Iteration 37Q: 3 clusters Score -458690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -458690.906250 Penalty: 2783.696777
	Iteration 38F: 3 clusters Score -458690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -111542.265625 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -111542.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -109912.226562 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -109912.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110221.320312 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -110221.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110313.046875 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -110313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110357.351562 Penalty: 2313.618652
	Iteration 3Q: 3 clusters Score -110357.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110383.914062 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -110383.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110403.656250 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -110403.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -110416.554688 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -110416.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110432.515625 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -110432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110439.859375 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -110439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110441.164062 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -110441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -110441.773438 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -110441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110443.375000 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -110443.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -110444.429688 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -110444.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -110445.968750 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -110446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110449.750000 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -110449.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110453.992188 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -110454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110456.507812 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -110456.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -110457.796875 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -110457.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110458.710938 Penalty: 2313.618652
	Iteration 18Q: 3 clusters Score -110458.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110459.203125 Penalty: 2313.618652
	Iteration 19Q: 3 clusters Score -110459.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110460.140625 Penalty: 2313.618652
	Iteration 20F: 3 clusters Score -110460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110461.468750 Penalty: 2313.618652
	Iteration 21Q: 3 clusters Score -110461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110461.656250 Penalty: 2313.618652
	Iteration 22Q: 3 clusters Score -110461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110461.789062 Penalty: 2313.618652
	Iteration 23Q: 3 clusters Score -110461.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -110462.742188 Penalty: 2313.618652
	Iteration 24Q: 3 clusters Score -110462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110462.929688 Penalty: 2313.618652
	Iteration 25Q: 3 clusters Score -110462.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -110462.929688 Penalty: 2313.618652
	Iteration 26F: 3 clusters Score -110462.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123704.328125 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123704.3 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 711 members 
Entering Unmasked Estep 
Score: -122022.546875 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -122022.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122413.125000 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122413.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -122519.125000 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122519.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -122568.687500 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -122568.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122597.179688 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122597.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -122619.960938 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -122635.687500 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122635.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122646.257812 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122646.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -122654.609375 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122654.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122666.203125 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122666.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122677.945312 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -122690.820312 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122690.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -122707.117188 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122707.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -122725.500000 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122725.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122748.453125 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122748.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122777.757812 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122777.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122799.773438 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122815.742188 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122815.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122829.796875 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122829.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122856.101562 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -122856.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -122880.500000 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -122880.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -122901.093750 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -122901.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -122917.859375 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -122917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122926.500000 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -122926.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -122932.960938 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -122933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -122937.851562 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -122937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -122941.585938 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -122941.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -122953.781250 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -122953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -122966.609375 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -122966.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -122980.679688 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -122980.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -123000.359375 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -123000.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123024.023438 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -123024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -123035.437500 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -123035.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -123045.593750 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -123045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -123047.156250 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -123047.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -123048.039062 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -123048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123048.460938 Penalty: 2356.225830
	Iteration 36Q: 3 clusters Score -123048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -123048.460938 Penalty: 2356.225830
	Iteration 37F: 3 clusters Score -123048.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (23683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Entering Unmasked Estep 
Score: -2146797.500000 Penalty: 1636.783325
	Iteration 0F: 2 clusters Score -2146798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2130716.500000 Penalty: 3273.566650
	Iteration 0F: 3 clusters Score -2130716 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2136861.500000 Penalty: 3273.566650
	Iteration 1F: 3 clusters Score -2136862 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2137298.750000 Penalty: 3273.566650
	Iteration 2F: 3 clusters Score -2137299 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2137770.750000 Penalty: 3273.566650
	Iteration 3Q: 3 clusters Score -2137771 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2138312.750000 Penalty: 3273.566650
	Iteration 4Q: 3 clusters Score -2138313 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2138952.500000 Penalty: 3273.566650
	Iteration 5F: 3 clusters Score -2138952 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2139700.000000 Penalty: 3273.566650
	Iteration 6F: 3 clusters Score -2139700 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2140609.250000 Penalty: 3273.566650
	Iteration 7F: 3 clusters Score -2140609 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2141461.250000 Penalty: 3273.566650
	Iteration 8F: 3 clusters Score -2141461 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2142159.500000 Penalty: 3273.566650
	Iteration 9Q: 3 clusters Score -2142160 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -2142709.000000 Penalty: 3273.566650
	Iteration 10Q: 3 clusters Score -2142709 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2143063.750000 Penalty: 3273.566650
	Iteration 11Q: 3 clusters Score -2143064 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2143330.500000 Penalty: 3273.566650
	Iteration 12Q: 3 clusters Score -2143330 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2143532.000000 Penalty: 3273.566650
	Iteration 13Q: 3 clusters Score -2143532 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2143653.000000 Penalty: 3273.566650
	Iteration 14Q: 3 clusters Score -2143653 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -2143769.750000 Penalty: 3273.566650
	Iteration 15Q: 3 clusters Score -2143770 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2143845.750000 Penalty: 3273.566650
	Iteration 16Q: 3 clusters Score -2143846 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2143907.250000 Penalty: 3273.566650
	Iteration 17Q: 3 clusters Score -2143907 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2143959.500000 Penalty: 3273.566650
	Iteration 18Q: 3 clusters Score -2143960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2144002.500000 Penalty: 3273.566650
	Iteration 19Q: 3 clusters Score -2144002 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -2144051.000000 Penalty: 3273.566650
	Iteration 20F: 3 clusters Score -2144051 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2144096.750000 Penalty: 3273.566650
	Iteration 21Q: 3 clusters Score -2144097 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2144156.000000 Penalty: 3273.566650
	Iteration 22Q: 3 clusters Score -2144156 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2144220.000000 Penalty: 3273.566650
	Iteration 23Q: 3 clusters Score -2144220 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2144282.250000 Penalty: 3273.566650
	Iteration 24Q: 3 clusters Score -2144282 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -2144346.750000 Penalty: 3273.566650
	Iteration 25Q: 3 clusters Score -2144347 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2144413.500000 Penalty: 3273.566650
	Iteration 26Q: 3 clusters Score -2144414 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2144494.250000 Penalty: 3273.566650
	Iteration 27Q: 3 clusters Score -2144494 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2144566.750000 Penalty: 3273.566650
	Iteration 28Q: 3 clusters Score -2144567 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2144632.250000 Penalty: 3273.566650
	Iteration 29Q: 3 clusters Score -2144632 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2144705.500000 Penalty: 3273.566650
	Iteration 30Q: 3 clusters Score -2144706 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2144781.500000 Penalty: 3273.566650
	Iteration 31Q: 3 clusters Score -2144782 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2144856.250000 Penalty: 3273.566650
	Iteration 32Q: 3 clusters Score -2144856 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2144923.500000 Penalty: 3273.566650
	Iteration 33Q: 3 clusters Score -2144924 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2144994.000000 Penalty: 3273.566650
	Iteration 34Q: 3 clusters Score -2144994 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2145053.250000 Penalty: 3273.566650
	Iteration 35Q: 3 clusters Score -2145053 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2145139.250000 Penalty: 3273.566650
	Iteration 36Q: 3 clusters Score -2145139 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2145194.000000 Penalty: 3273.566650
	Iteration 37Q: 3 clusters Score -2145194 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2145243.750000 Penalty: 3273.566650
	Iteration 38Q: 3 clusters Score -2145244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -2145280.750000 Penalty: 3273.566650
	Iteration 39Q: 3 clusters Score -2145281 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2145309.250000 Penalty: 3273.566650
	Iteration 40F: 3 clusters Score -2145309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2145354.500000 Penalty: 3273.566650
	Iteration 41Q: 3 clusters Score -2145354 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2145400.750000 Penalty: 3273.566650
	Iteration 42Q: 3 clusters Score -2145401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2145433.500000 Penalty: 3273.566650
	Iteration 43Q: 3 clusters Score -2145434 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2145468.750000 Penalty: 3273.566650
	Iteration 44Q: 3 clusters Score -2145469 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -2145491.250000 Penalty: 3273.566650
	Iteration 45Q: 3 clusters Score -2145491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2145508.250000 Penalty: 3273.566650
	Iteration 46Q: 3 clusters Score -2145508 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -2145517.500000 Penalty: 3273.566650
	Iteration 47Q: 3 clusters Score -2145518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2145533.250000 Penalty: 3273.566650
	Iteration 48Q: 3 clusters Score -2145533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -2145541.500000 Penalty: 3273.566650
	Iteration 49Q: 3 clusters Score -2145542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2145551.500000 Penalty: 3273.566650
	Iteration 50Q: 3 clusters Score -2145552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2145553.750000 Penalty: 3273.566650
	Iteration 51Q: 3 clusters Score -2145554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2145558.000000 Penalty: 3273.566650
	Iteration 52Q: 3 clusters Score -2145558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2145561.750000 Penalty: 3273.566650
	Iteration 53Q: 3 clusters Score -2145562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2145564.250000 Penalty: 3273.566650
	Iteration 54Q: 3 clusters Score -2145564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2145563.250000 Penalty: 3273.566650
	Iteration 55Q: 3 clusters Score -2145563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2145568.500000 Penalty: 3273.566650
	Iteration 56Q: 3 clusters Score -2145568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -2145573.750000 Penalty: 3273.566650
	Iteration 57Q: 3 clusters Score -2145574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2145575.750000 Penalty: 3273.566650
	Iteration 58Q: 3 clusters Score -2145576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2145574.500000 Penalty: 3273.566650
	Iteration 59Q: 3 clusters Score -2145574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2145571.500000 Penalty: 3273.566650
	Iteration 60F: 3 clusters Score -2145572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2145573.500000 Penalty: 3273.566650
	Iteration 61Q: 3 clusters Score -2145574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -2145575.750000 Penalty: 3273.566650
	Iteration 62Q: 3 clusters Score -2145576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2145578.750000 Penalty: 3273.566650
	Iteration 63Q: 3 clusters Score -2145579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2145580.750000 Penalty: 3273.566650
	Iteration 64Q: 3 clusters Score -2145581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -2145579.250000 Penalty: 3273.566650
	Iteration 65Q: 3 clusters Score -2145579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2145588.500000 Penalty: 3273.566650
	Iteration 66Q: 3 clusters Score -2145588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -2145590.750000 Penalty: 3273.566650
	Iteration 67Q: 3 clusters Score -2145591 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2145593.500000 Penalty: 3273.566650
	Iteration 68Q: 3 clusters Score -2145594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2145596.250000 Penalty: 3273.566650
	Iteration 69Q: 3 clusters Score -2145596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -2145606.500000 Penalty: 3273.566650
	Iteration 70Q: 3 clusters Score -2145606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -2145608.500000 Penalty: 3273.566650
	Iteration 71Q: 3 clusters Score -2145608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2145611.000000 Penalty: 3273.566650
	Iteration 72Q: 3 clusters Score -2145611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -2145612.250000 Penalty: 3273.566650
	Iteration 73Q: 3 clusters Score -2145612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -2145610.250000 Penalty: 3273.566650
	Iteration 74Q: 3 clusters Score -2145610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -2145611.750000 Penalty: 3273.566650
	Iteration 75Q: 3 clusters Score -2145612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2145614.000000 Penalty: 3273.566650
	Iteration 76Q: 3 clusters Score -2145614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -2145616.000000 Penalty: 3273.566650
	Iteration 77Q: 3 clusters Score -2145616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -2145616.250000 Penalty: 3273.566650
	Iteration 78Q: 3 clusters Score -2145616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2145618.500000 Penalty: 3273.566650
	Iteration 79Q: 3 clusters Score -2145618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -2145618.000000 Penalty: 3273.566650
	Iteration 80F: 3 clusters Score -2145618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2145620.000000 Penalty: 3273.566650
	Iteration 81Q: 3 clusters Score -2145620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -2145621.750000 Penalty: 3273.566650
	Iteration 82Q: 3 clusters Score -2145622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2145623.250000 Penalty: 3273.566650
	Iteration 83Q: 3 clusters Score -2145623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -2145623.250000 Penalty: 3273.566650
	Iteration 84F: 3 clusters Score -2145623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 66131 members 
Mstep: Class 3 contains 13375 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 8 contains 13283 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 2288 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34885 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 3680 members 
Mstep: Class 15 contains 21061 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11904 members 
Mstep: Class 19 contains 2883 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808688.000000 Penalty: 50978.894531
Iteration 119Q: 26 clusters Score -2.480869e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 66258 members 
Mstep: Class 3 contains 13370 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19464 members 
Mstep: Class 8 contains 13282 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 2297 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 34845 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3677 members 
Mstep: Class 15 contains 21244 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 11908 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808782.000000 Penalty: 50978.894531
Iteration 120F: 26 clusters Score -2.480878e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 66380 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19479 members 
Mstep: Class 8 contains 13281 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34817 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 15 contains 21439 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 11912 members 
Mstep: Class 19 contains 2882 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808822.000000 Penalty: 50978.894531
Iteration 121Q: 26 clusters Score -2.480882e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 66495 members 
Mstep: Class 3 contains 13346 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19500 members 
Mstep: Class 8 contains 13279 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 34783 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 21644 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 11916 members 
Mstep: Class 19 contains 2881 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808858.000000 Penalty: 50978.894531
Iteration 122Q: 26 clusters Score -2.480886e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 66604 members 
Mstep: Class 3 contains 13333 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19503 members 
Mstep: Class 8 contains 13267 members 
Mstep: Class 9 contains 6426 members 
Mstep: Class 10 contains 2347 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34745 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 21849 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 2876 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2424 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808988.000000 Penalty: 50978.894531
Iteration 123Q: 26 clusters Score -2.480899e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 66713 members 
Mstep: Class 3 contains 13336 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19510 members 
Mstep: Class 8 contains 13257 members 
Mstep: Class 9 contains 6424 members 
Mstep: Class 10 contains 2370 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 34714 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3668 members 
Mstep: Class 15 contains 22095 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 6683 members 
Mstep: Class 21 contains 2423 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809182.000000 Penalty: 50978.894531
Iteration 124Q: 26 clusters Score -2.480918e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 66797 members 
Mstep: Class 3 contains 13334 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19496 members 
Mstep: Class 8 contains 13243 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 34683 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3666 members 
Mstep: Class 15 contains 22366 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 2873 members 
Mstep: Class 20 contains 6681 members 
Mstep: Class 21 contains 2425 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809180.000000 Penalty: 50978.894531
Iteration 125Q: 26 clusters Score -2.480918e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 66863 members 
Mstep: Class 3 contains 13324 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 2583 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19493 members 
Mstep: Class 8 contains 13246 members 
Mstep: Class 9 contains 6422 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34653 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 22648 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6683 members 
Mstep: Class 21 contains 2428 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809268.000000 Penalty: 50978.894531
Iteration 126Q: 26 clusters Score -2.480927e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 66943 members 
Mstep: Class 3 contains 13312 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 2582 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19490 members 
Mstep: Class 8 contains 13239 members 
Mstep: Class 9 contains 6420 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34621 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3664 members 
Mstep: Class 15 contains 22933 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 11929 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6684 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809458.000000 Penalty: 50978.894531
Iteration 127Q: 26 clusters Score -2.480946e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 67020 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19491 members 
Mstep: Class 8 contains 13234 members 
Mstep: Class 9 contains 6417 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34586 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 23226 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2429 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 26 clusters Score -2.48096e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 67101 members 
Mstep: Class 3 contains 13277 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19476 members 
Mstep: Class 8 contains 13217 members 
Mstep: Class 9 contains 6413 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 34538 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 23562 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11929 members 
Mstep: Class 19 contains 2872 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2426 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 23279 members 
Entering Unmasked Estep 
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Score: -24809664.000000 Penalty: 50978.894531
Iteration 129Q: 26 clusters Score -2.480966e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 67162 members 
Mstep: Class 3 contains 13254 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 2581 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 19457 members 
Mstep: Class 8 contains 13209 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34492 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 23928 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2434 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 23203 members 
Entering Unmasked Estep 
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Score: -24809922.000000 Penalty: 50978.894531
Iteration 130Q: 26 clusters Score -2.480992e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 67207 members 
Mstep: Class 3 contains 13233 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 2584 members 
Mstep: Class 6 contains 1527 members 
Mstep: Class 7 contains 19422 members 
Mstep: Class 8 contains 13192 members 
Mstep: Class 9 contains 6404 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34453 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 24310 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11927 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 23111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810056.000000 Penalty: 50978.894531
Iteration 131Q: 26 clusters Score -2.481006e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 67230 members 
Mstep: Class 3 contains 13217 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 2585 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19376 members 
Mstep: Class 8 contains 13190 members 
Mstep: Class 9 contains 6403 members 
Mstep: Class 10 contains 2555 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 34406 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 24703 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 23032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810158.000000 Penalty: 50978.894531
Iteration 132Q: 26 clusters Score -2.481016e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 67239 members 
Mstep: Class 3 contains 13199 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19336 members 
Mstep: Class 8 contains 13194 members 
Mstep: Class 9 contains 6405 members 
Mstep: Class 10 contains 2583 members 
Mstep: Class 11 contains 4664 members 
Mstep: Class 12 contains 34361 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 25076 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11931 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810390.000000 Penalty: 50978.894531
Iteration 133Q: 26 clusters Score -2.481039e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 67247 members 
Mstep: Class 3 contains 13183 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19290 members 
Mstep: Class 8 contains 13185 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34309 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 25477 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11930 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6688 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810536.000000 Penalty: 50978.894531
Iteration 134Q: 26 clusters Score -2.481054e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 67244 members 
Mstep: Class 3 contains 13158 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2589 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19263 members 
Mstep: Class 8 contains 13183 members 
Mstep: Class 9 contains 6416 members 
Mstep: Class 10 contains 2648 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34261 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 25857 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11928 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 6694 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810684.000000 Penalty: 50978.894531
Iteration 135Q: 26 clusters Score -2.481068e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 67218 members 
Mstep: Class 3 contains 13140 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19229 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 6418 members 
Mstep: Class 10 contains 2691 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34232 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3650 members 
Mstep: Class 15 contains 26192 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810788.000000 Penalty: 50978.894531
Iteration 136Q: 26 clusters Score -2.481079e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 67212 members 
Mstep: Class 3 contains 13126 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19214 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 6423 members 
Mstep: Class 10 contains 2736 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34214 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3647 members 
Mstep: Class 15 contains 26453 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 2878 members 
Mstep: Class 20 contains 6696 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811048.000000 Penalty: 50978.894531
Iteration 137Q: 26 clusters Score -2.481105e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 67188 members 
Mstep: Class 3 contains 13122 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 2591 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19188 members 
Mstep: Class 8 contains 13158 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 2785 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 34200 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 26707 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11925 members 
Mstep: Class 19 contains 2875 members 
Mstep: Class 20 contains 6697 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811064.000000 Penalty: 50978.894531
Iteration 138Q: 26 clusters Score -2.481106e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 67184 members 
Mstep: Class 3 contains 13114 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19162 members 
Mstep: Class 8 contains 13161 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 2845 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 34186 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 26935 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11921 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6698 members 
Mstep: Class 21 contains 2441 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811230.000000 Penalty: 50978.894531
Iteration 139Q: 26 clusters Score -2.481123e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 67189 members 
Mstep: Class 3 contains 13111 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 2588 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19121 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34174 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 27150 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11917 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811456.000000 Penalty: 50978.894531
Iteration 140F: 26 clusters Score -2.481146e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 67191 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 2590 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19071 members 
Mstep: Class 8 contains 13164 members 
Mstep: Class 9 contains 6435 members 
Mstep: Class 10 contains 3008 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 34172 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 3628 members 
Mstep: Class 15 contains 27340 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11910 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 6699 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811552.000000 Penalty: 50978.894531
Iteration 141Q: 26 clusters Score -2.481155e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 67185 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 2592 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 19014 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 34171 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 27507 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11906 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 6695 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22225 members 
Entering Unmasked Estep 
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Score: -24811692.000000 Penalty: 50978.894531
Iteration 142Q: 26 clusters Score -2.481169e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 67183 members 
Mstep: Class 3 contains 13101 members 
Mstep: Class 4 contains 4798 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 18961 members 
Mstep: Class 8 contains 13162 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 3171 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 34169 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3608 members 
Mstep: Class 15 contains 27652 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11901 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 6692 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22147 members 
Entering Unmasked Estep 
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Score: -24811768.000000 Penalty: 50978.894531
Iteration 143Q: 26 clusters Score -2.481177e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 67194 members 
Mstep: Class 3 contains 13092 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 18901 members 
Mstep: Class 8 contains 13165 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3236 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34179 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3600 members 
Mstep: Class 15 contains 27761 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11894 members 
Mstep: Class 19 contains 2843 members 
Mstep: Class 20 contains 6690 members 
Mstep: Class 21 contains 2456 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1407 members 
Mstep: Class 25 contains 22081 members 
Entering Unmasked Estep 
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Iteration 144Q: 26 clusters Score -2.481171e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 67201 members 
Mstep: Class 3 contains 13085 members 
Mstep: Class 4 contains 4772 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18867 members 
Mstep: Class 8 contains 13168 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3282 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34181 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3594 members 
Mstep: Class 15 contains 27852 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11888 members 
Mstep: Class 19 contains 2841 members 
Mstep: Class 20 contains 6685 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811690.000000 Penalty: 50978.894531
Iteration 145Q: 26 clusters Score -2.481169e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 67197 members 
Mstep: Class 3 contains 13079 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 2593 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18816 members 
Mstep: Class 8 contains 13167 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3317 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 34191 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 15 contains 27968 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11888 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811702.000000 Penalty: 50978.894531
Iteration 146Q: 26 clusters Score -2.48117e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 67198 members 
Mstep: Class 3 contains 13083 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18783 members 
Mstep: Class 8 contains 13173 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3342 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 34195 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3586 members 
Mstep: Class 15 contains 28053 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11887 members 
Mstep: Class 19 contains 2839 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811716.000000 Penalty: 50978.894531
Iteration 147Q: 26 clusters Score -2.481172e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 67189 members 
Mstep: Class 3 contains 13090 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18759 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 34201 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3578 members 
Mstep: Class 15 contains 28120 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11886 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2459 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811736.000000 Penalty: 50978.894531
Iteration 148Q: 26 clusters Score -2.481174e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 67184 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18742 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3383 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 34207 members 
Mstep: Class 13 contains 5711 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 15 contains 28185 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11884 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811726.000000 Penalty: 50978.894531
Iteration 149Q: 26 clusters Score -2.481173e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 67175 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18722 members 
Mstep: Class 8 contains 13177 members 
Mstep: Class 9 contains 6444 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 34218 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 3566 members 
Mstep: Class 15 contains 28255 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11880 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811824.000000 Penalty: 50978.894531
Iteration 150Q: 26 clusters Score -2.481182e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 67178 members 
Mstep: Class 3 contains 13092 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18699 members 
Mstep: Class 8 contains 13178 members 
Mstep: Class 9 contains 6450 members 
Mstep: Class 10 contains 3408 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34219 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 15 contains 28326 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11879 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811886.000000 Penalty: 50978.894531
Iteration 151Q: 26 clusters Score -2.481189e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 67185 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18676 members 
Mstep: Class 8 contains 13174 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 3417 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34233 members 
Mstep: Class 13 contains 5710 members 
Mstep: Class 14 contains 3557 members 
Mstep: Class 15 contains 28389 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11877 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811882.000000 Penalty: 50978.894531
Iteration 152Q: 26 clusters Score -2.481188e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 67179 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18654 members 
Mstep: Class 8 contains 13173 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 3429 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34237 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3552 members 
Mstep: Class 15 contains 28450 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11876 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2457 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811832.000000 Penalty: 50978.894531
Iteration 153Q: 26 clusters Score -2.481183e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 67183 members 
Mstep: Class 3 contains 13107 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 2597 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18635 members 
Mstep: Class 8 contains 13171 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 3440 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34240 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3549 members 
Mstep: Class 15 contains 28497 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11873 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811852.000000 Penalty: 50978.894531
Iteration 154Q: 26 clusters Score -2.481185e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 67188 members 
Mstep: Class 3 contains 13108 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 13176 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34247 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3545 members 
Mstep: Class 15 contains 28540 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11872 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2455 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811846.000000 Penalty: 50978.894531
Iteration 155Q: 26 clusters Score -2.481185e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 67186 members 
Mstep: Class 3 contains 13109 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18586 members 
Mstep: Class 8 contains 13180 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3466 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34256 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3541 members 
Mstep: Class 15 contains 28575 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11870 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2454 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811870.000000 Penalty: 50978.894531
Iteration 156Q: 26 clusters Score -2.481187e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 67185 members 
Mstep: Class 3 contains 13104 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18563 members 
Mstep: Class 8 contains 13181 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3474 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34263 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3538 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 2836 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811888.000000 Penalty: 50978.894531
Iteration 157Q: 26 clusters Score -2.481189e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 67187 members 
Mstep: Class 3 contains 13099 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18544 members 
Mstep: Class 8 contains 13179 members 
Mstep: Class 9 contains 6457 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34266 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3534 members 
Mstep: Class 15 contains 28638 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11867 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 2453 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 21428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811948.000000 Penalty: 50978.894531
Iteration 158Q: 26 clusters Score -2.481195e+07 nChanged 119
Entering ConstructFrom: 
Score: -24811948.000000 Penalty: 50978.894531
Entering ConstructFrom: 
Trying to split cluster 1 (17267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Entering Unmasked Estep 
Score: -1612147.750000 Penalty: 1585.439819
	Iteration 0F: 2 clusters Score -1612148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1600326.250000 Penalty: 3170.879639
	Iteration 0F: 3 clusters Score -1600326 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1604548.500000 Penalty: 3170.879639
	Iteration 1F: 3 clusters Score -1604548 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1604845.875000 Penalty: 3170.879639
	Iteration 2Q: 3 clusters Score -1604846 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1605102.750000 Penalty: 3170.879639
	Iteration 3Q: 3 clusters Score -1605103 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1605405.875000 Penalty: 3170.879639
	Iteration 4Q: 3 clusters Score -1605406 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1605835.375000 Penalty: 3170.879639
	Iteration 5Q: 3 clusters Score -1605835 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1606341.625000 Penalty: 3170.879639
	Iteration 6F: 3 clusters Score -1606342 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1606993.750000 Penalty: 3170.879639
	Iteration 7F: 3 clusters Score -1606994 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1607716.125000 Penalty: 3170.879639
	Iteration 8F: 3 clusters Score -1607716 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1608490.625000 Penalty: 3170.879639
	Iteration 9F: 3 clusters Score -1608491 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1609136.875000 Penalty: 3170.879639
	Iteration 10Q: 3 clusters Score -1609137 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1609627.250000 Penalty: 3170.879639
	Iteration 11Q: 3 clusters Score -1609627 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1609943.000000 Penalty: 3170.879639
	Iteration 12Q: 3 clusters Score -1609943 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1610153.875000 Penalty: 3170.879639
	Iteration 13Q: 3 clusters Score -1610154 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1610307.875000 Penalty: 3170.879639
	Iteration 14Q: 3 clusters Score -1610308 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1610436.250000 Penalty: 3170.879639
	Iteration 15Q: 3 clusters Score -1610436 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1610530.375000 Penalty: 3170.879639
	Iteration 16Q: 3 clusters Score -1610530 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1610580.000000 Penalty: 3170.879639
	Iteration 17Q: 3 clusters Score -1610580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1610615.500000 Penalty: 3170.879639
	Iteration 18Q: 3 clusters Score -1610616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1610655.500000 Penalty: 3170.879639
	Iteration 19Q: 3 clusters Score -1610656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1610691.875000 Penalty: 3170.879639
	Iteration 20F: 3 clusters Score -1610692 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1610719.750000 Penalty: 3170.879639
	Iteration 21Q: 3 clusters Score -1610720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1610735.375000 Penalty: 3170.879639
	Iteration 22Q: 3 clusters Score -1610735 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1610747.500000 Penalty: 3170.879639
	Iteration 23Q: 3 clusters Score -1610748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1610757.750000 Penalty: 3170.879639
	Iteration 24Q: 3 clusters Score -1610758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1610763.625000 Penalty: 3170.879639
	Iteration 25Q: 3 clusters Score -1610764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1610765.750000 Penalty: 3170.879639
	Iteration 26Q: 3 clusters Score -1610766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1610769.125000 Penalty: 3170.879639
	Iteration 27Q: 3 clusters Score -1610769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1610772.000000 Penalty: 3170.879639
	Iteration 28Q: 3 clusters Score -1610772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1610772.750000 Penalty: 3170.879639
	Iteration 29Q: 3 clusters Score -1610773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1610773.375000 Penalty: 3170.879639
	Iteration 30Q: 3 clusters Score -1610773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1610775.875000 Penalty: 3170.879639
	Iteration 31Q: 3 clusters Score -1610776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1610775.875000 Penalty: 3170.879639
	Iteration 32F: 3 clusters Score -1610776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Entering Unmasked Estep 
Score: -6236793.500000 Penalty: 1806.242676
	Iteration 0F: 2 clusters Score -6236794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -6192317.000000 Penalty: 3612.485352
	Iteration 0F: 3 clusters Score -6192317 nChanged 31782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 33685 members 
Entering Unmasked Estep 
Score: -6210599.500000 Penalty: 3612.485352
	Iteration 1F: 3 clusters Score -6210600 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -6211289.000000 Penalty: 3612.485352
	Iteration 2Q: 3 clusters Score -6211289 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -6212171.000000 Penalty: 3612.485352
	Iteration 3Q: 3 clusters Score -6212171 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33310 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6213246.500000 Penalty: 3612.485352
	Iteration 4Q: 3 clusters Score -6213246 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -6214405.000000 Penalty: 3612.485352
	Iteration 5Q: 3 clusters Score -6214405 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -6215944.500000 Penalty: 3612.485352
	Iteration 6Q: 3 clusters Score -6215944 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -6218069.000000 Penalty: 3612.485352
	Iteration 7F: 3 clusters Score -6218069 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -6220546.000000 Penalty: 3612.485352
	Iteration 8F: 3 clusters Score -6220546 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -6222881.000000 Penalty: 3612.485352
	Iteration 9F: 3 clusters Score -6222881 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
Score: -6224347.000000 Penalty: 3612.485352
	Iteration 10Q: 3 clusters Score -6224347 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -6224992.500000 Penalty: 3612.485352
	Iteration 11Q: 3 clusters Score -6224992 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -6225235.000000 Penalty: 3612.485352
	Iteration 12Q: 3 clusters Score -6225235 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36864 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -6225320.500000 Penalty: 3612.485352
	Iteration 13Q: 3 clusters Score -6225320 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -6225454.000000 Penalty: 3612.485352
	Iteration 14Q: 3 clusters Score -6225454 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -6225592.500000 Penalty: 3612.485352
	Iteration 15Q: 3 clusters Score -6225592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -6225706.500000 Penalty: 3612.485352
	Iteration 16Q: 3 clusters Score -6225706 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -6225805.000000 Penalty: 3612.485352
	Iteration 17Q: 3 clusters Score -6225805 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -6225950.500000 Penalty: 3612.485352
	Iteration 18Q: 3 clusters Score -6225950 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -6226056.500000 Penalty: 3612.485352
	Iteration 19Q: 3 clusters Score -6226056 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40881 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -6226206.500000 Penalty: 3612.485352
	Iteration 20F: 3 clusters Score -6226206 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -6226393.000000 Penalty: 3612.485352
	Iteration 21Q: 3 clusters Score -6226393 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -6226534.500000 Penalty: 3612.485352
	Iteration 22Q: 3 clusters Score -6226534 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -6226701.500000 Penalty: 3612.485352
	Iteration 23Q: 3 clusters Score -6226702 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -6226848.500000 Penalty: 3612.485352
	Iteration 24Q: 3 clusters Score -6226848 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -6227028.500000 Penalty: 3612.485352
	Iteration 25Q: 3 clusters Score -6227028 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -6227262.500000 Penalty: 3612.485352
	Iteration 26Q: 3 clusters Score -6227262 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -6227475.500000 Penalty: 3612.485352
	Iteration 27Q: 3 clusters Score -6227476 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -6227700.500000 Penalty: 3612.485352
	Iteration 28Q: 3 clusters Score -6227700 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -6227999.500000 Penalty: 3612.485352
	Iteration 29Q: 3 clusters Score -6228000 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49448 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -6228282.000000 Penalty: 3612.485352
	Iteration 30Q: 3 clusters Score -6228282 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -6228600.500000 Penalty: 3612.485352
	Iteration 31Q: 3 clusters Score -6228600 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -6228906.000000 Penalty: 3612.485352
	Iteration 32Q: 3 clusters Score -6228906 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52503 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -6229261.500000 Penalty: 3612.485352
	Iteration 33Q: 3 clusters Score -6229262 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -6229658.500000 Penalty: 3612.485352
	Iteration 34Q: 3 clusters Score -6229658 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -6230030.500000 Penalty: 3612.485352
	Iteration 35Q: 3 clusters Score -6230030 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -6230447.000000 Penalty: 3612.485352
	Iteration 36Q: 3 clusters Score -6230447 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56633 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -6230925.500000 Penalty: 3612.485352
	Iteration 37Q: 3 clusters Score -6230926 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57638 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6231439.500000 Penalty: 3612.485352
	Iteration 38Q: 3 clusters Score -6231440 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58570 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -6231832.000000 Penalty: 3612.485352
	Iteration 39Q: 3 clusters Score -6231832 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -6232209.000000 Penalty: 3612.485352
	Iteration 40F: 3 clusters Score -6232209 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60262 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -6232562.000000 Penalty: 3612.485352
	Iteration 41Q: 3 clusters Score -6232562 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -6232868.000000 Penalty: 3612.485352
	Iteration 42Q: 3 clusters Score -6232868 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -6233145.500000 Penalty: 3612.485352
	Iteration 43Q: 3 clusters Score -6233146 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62356 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -6233434.000000 Penalty: 3612.485352
	Iteration 44Q: 3 clusters Score -6233434 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62934 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -6233684.000000 Penalty: 3612.485352
	Iteration 45Q: 3 clusters Score -6233684 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6233907.000000 Penalty: 3612.485352
	Iteration 46Q: 3 clusters Score -6233907 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6234111.000000 Penalty: 3612.485352
	Iteration 47Q: 3 clusters Score -6234111 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64315 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6234321.000000 Penalty: 3612.485352
	Iteration 48Q: 3 clusters Score -6234321 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64672 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6234487.500000 Penalty: 3612.485352
	Iteration 49Q: 3 clusters Score -6234488 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64986 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -6234616.500000 Penalty: 3612.485352
	Iteration 50Q: 3 clusters Score -6234616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65262 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -6234756.500000 Penalty: 3612.485352
	Iteration 51Q: 3 clusters Score -6234756 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -6234859.000000 Penalty: 3612.485352
	Iteration 52Q: 3 clusters Score -6234859 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65660 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6234957.500000 Penalty: 3612.485352
	Iteration 53Q: 3 clusters Score -6234958 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -6235015.000000 Penalty: 3612.485352
	Iteration 54Q: 3 clusters Score -6235015 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65932 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6235100.000000 Penalty: 3612.485352
	Iteration 55Q: 3 clusters Score -6235100 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66036 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6235142.500000 Penalty: 3612.485352
	Iteration 56Q: 3 clusters Score -6235142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66101 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -6235164.000000 Penalty: 3612.485352
	Iteration 57Q: 3 clusters Score -6235164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6235183.000000 Penalty: 3612.485352
	Iteration 58Q: 3 clusters Score -6235183 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66202 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -6235204.500000 Penalty: 3612.485352
	Iteration 59Q: 3 clusters Score -6235204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6235225.500000 Penalty: 3612.485352
	Iteration 60F: 3 clusters Score -6235226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66289 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6235257.000000 Penalty: 3612.485352
	Iteration 61Q: 3 clusters Score -6235257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6235261.500000 Penalty: 3612.485352
	Iteration 62Q: 3 clusters Score -6235262 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66354 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6235275.500000 Penalty: 3612.485352
	Iteration 63Q: 3 clusters Score -6235276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66384 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6235285.500000 Penalty: 3612.485352
	Iteration 64Q: 3 clusters Score -6235286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66406 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -6235302.500000 Penalty: 3612.485352
	Iteration 65Q: 3 clusters Score -6235302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6235305.000000 Penalty: 3612.485352
	Iteration 66Q: 3 clusters Score -6235305 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6235318.500000 Penalty: 3612.485352
	Iteration 67Q: 3 clusters Score -6235318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6235322.500000 Penalty: 3612.485352
	Iteration 68Q: 3 clusters Score -6235322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66461 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6235337.000000 Penalty: 3612.485352
	Iteration 69Q: 3 clusters Score -6235337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66473 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6235345.000000 Penalty: 3612.485352
	Iteration 70Q: 3 clusters Score -6235345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66480 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -6235349.500000 Penalty: 3612.485352
	Iteration 71Q: 3 clusters Score -6235350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66486 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6235346.500000 Penalty: 3612.485352
	Iteration 72Q: 3 clusters Score -6235346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66490 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6235351.000000 Penalty: 3612.485352
	Iteration 73Q: 3 clusters Score -6235351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66496 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6235354.000000 Penalty: 3612.485352
	Iteration 74Q: 3 clusters Score -6235354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6235350.000000 Penalty: 3612.485352
	Iteration 75Q: 3 clusters Score -6235350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66500 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -6235350.500000 Penalty: 3612.485352
	Iteration 76Q: 3 clusters Score -6235350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6235351.000000 Penalty: 3612.485352
	Iteration 77Q: 3 clusters Score -6235351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66503 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6235351.000000 Penalty: 3612.485352
	Iteration 78Q: 3 clusters Score -6235351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6235350.000000 Penalty: 3612.485352
	Iteration 79Q: 3 clusters Score -6235350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66504 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6235350.000000 Penalty: 3612.485352
	Iteration 80F: 3 clusters Score -6235350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Entering Unmasked Estep 
Score: -1193418.750000 Penalty: 1540.510132
	Iteration 0F: 2 clusters Score -1193419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1184304.250000 Penalty: 3081.020264
	Iteration 0F: 3 clusters Score -1184304 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1187700.125000 Penalty: 3081.020264
	Iteration 1F: 3 clusters Score -1187700 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1188634.750000 Penalty: 3081.020264
	Iteration 2F: 3 clusters Score -1188635 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1189858.250000 Penalty: 3081.020264
	Iteration 3F: 3 clusters Score -1189858 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1190996.125000 Penalty: 3081.020264
	Iteration 4F: 3 clusters Score -1190996 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1191736.750000 Penalty: 3081.020264
	Iteration 5F: 3 clusters Score -1191737 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1192183.375000 Penalty: 3081.020264
	Iteration 6Q: 3 clusters Score -1192183 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1192426.500000 Penalty: 3081.020264
	Iteration 7Q: 3 clusters Score -1192426 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1192561.875000 Penalty: 3081.020264
	Iteration 8Q: 3 clusters Score -1192562 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1192652.500000 Penalty: 3081.020264
	Iteration 9Q: 3 clusters Score -1192652 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1192710.375000 Penalty: 3081.020264
	Iteration 10Q: 3 clusters Score -1192710 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1192739.125000 Penalty: 3081.020264
	Iteration 11Q: 3 clusters Score -1192739 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1192750.875000 Penalty: 3081.020264
	Iteration 12Q: 3 clusters Score -1192751 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1192762.875000 Penalty: 3081.020264
	Iteration 13Q: 3 clusters Score -1192763 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1192775.125000 Penalty: 3081.020264
	Iteration 14Q: 3 clusters Score -1192775 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1192786.875000 Penalty: 3081.020264
	Iteration 15Q: 3 clusters Score -1192787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1192789.625000 Penalty: 3081.020264
	Iteration 16Q: 3 clusters Score -1192790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1192790.500000 Penalty: 3081.020264
	Iteration 17Q: 3 clusters Score -1192790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1192796.625000 Penalty: 3081.020264
	Iteration 18Q: 3 clusters Score -1192797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1192799.750000 Penalty: 3081.020264
	Iteration 19Q: 3 clusters Score -1192800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1192800.250000 Penalty: 3081.020264
	Iteration 20F: 3 clusters Score -1192800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1192803.375000 Penalty: 3081.020264
	Iteration 21Q: 3 clusters Score -1192803 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1192805.875000 Penalty: 3081.020264
	Iteration 22Q: 3 clusters Score -1192806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1192808.625000 Penalty: 3081.020264
	Iteration 23Q: 3 clusters Score -1192809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1192807.750000 Penalty: 3081.020264
	Iteration 24Q: 3 clusters Score -1192808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1192808.500000 Penalty: 3081.020264
	Iteration 25Q: 3 clusters Score -1192808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1192812.375000 Penalty: 3081.020264
	Iteration 26Q: 3 clusters Score -1192812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1192809.750000 Penalty: 3081.020264
	Iteration 27Q: 3 clusters Score -1192810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1192811.750000 Penalty: 3081.020264
	Iteration 28Q: 3 clusters Score -1192812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1192814.000000 Penalty: 3081.020264
	Iteration 29Q: 3 clusters Score -1192814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1192814.875000 Penalty: 3081.020264
	Iteration 30Q: 3 clusters Score -1192815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1192812.500000 Penalty: 3081.020264
	Iteration 31Q: 3 clusters Score -1192812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1192815.125000 Penalty: 3081.020264
	Iteration 32Q: 3 clusters Score -1192815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1192814.250000 Penalty: 3081.020264
	Iteration 33Q: 3 clusters Score -1192814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1192815.000000 Penalty: 3081.020264
	Iteration 34Q: 3 clusters Score -1192815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1192813.750000 Penalty: 3081.020264
	Iteration 35Q: 3 clusters Score -1192814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1192813.625000 Penalty: 3081.020264
	Iteration 36Q: 3 clusters Score -1192814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1192813.000000 Penalty: 3081.020264
	Iteration 37Q: 3 clusters Score -1192813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1192814.125000 Penalty: 3081.020264
	Iteration 38Q: 3 clusters Score -1192814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1192812.375000 Penalty: 3081.020264
	Iteration 39Q: 3 clusters Score -1192812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1192816.125000 Penalty: 3081.020264
	Iteration 40F: 3 clusters Score -1192816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1192816.500000 Penalty: 3081.020264
	Iteration 41Q: 3 clusters Score -1192816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1192818.750000 Penalty: 3081.020264
	Iteration 42Q: 3 clusters Score -1192819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1192820.375000 Penalty: 3081.020264
	Iteration 43Q: 3 clusters Score -1192820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1192819.125000 Penalty: 3081.020264
	Iteration 44Q: 3 clusters Score -1192819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1192821.750000 Penalty: 3081.020264
	Iteration 45Q: 3 clusters Score -1192822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1192821.250000 Penalty: 3081.020264
	Iteration 46Q: 3 clusters Score -1192821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1192820.375000 Penalty: 3081.020264
	Iteration 47Q: 3 clusters Score -1192820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1192821.750000 Penalty: 3081.020264
	Iteration 48Q: 3 clusters Score -1192822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1192821.375000 Penalty: 3081.020264
	Iteration 49Q: 3 clusters Score -1192821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1192820.000000 Penalty: 3081.020264
	Iteration 50Q: 3 clusters Score -1192820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1192822.375000 Penalty: 3081.020264
	Iteration 51Q: 3 clusters Score -1192822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1192821.500000 Penalty: 3081.020264
	Iteration 52Q: 3 clusters Score -1192822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1192822.000000 Penalty: 3081.020264
	Iteration 53Q: 3 clusters Score -1192822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1192822.000000 Penalty: 3081.020264
	Iteration 54F: 3 clusters Score -1192822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Entering Unmasked Estep 
Score: -382559.437500 Penalty: 1375.331909
	Iteration 0F: 2 clusters Score -382559.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -378748.000000 Penalty: 2750.663818
	Iteration 0F: 3 clusters Score -378748 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -380259.343750 Penalty: 2750.663818
	Iteration 1F: 3 clusters Score -380259.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -380821.500000 Penalty: 2750.663818
	Iteration 2F: 3 clusters Score -380821.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -381246.593750 Penalty: 2750.663818
	Iteration 3F: 3 clusters Score -381246.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -381596.156250 Penalty: 2750.663818
	Iteration 4F: 3 clusters Score -381596.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -381844.343750 Penalty: 2750.663818
	Iteration 5F: 3 clusters Score -381844.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -382018.343750 Penalty: 2750.663818
	Iteration 6Q: 3 clusters Score -382018.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -382144.062500 Penalty: 2750.663818
	Iteration 7Q: 3 clusters Score -382144.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -382250.437500 Penalty: 2750.663818
	Iteration 8Q: 3 clusters Score -382250.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -382338.781250 Penalty: 2750.663818
	Iteration 9Q: 3 clusters Score -382338.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -382400.125000 Penalty: 2750.663818
	Iteration 10Q: 3 clusters Score -382400.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -382445.250000 Penalty: 2750.663818
	Iteration 11Q: 3 clusters Score -382445.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -382476.687500 Penalty: 2750.663818
	Iteration 12Q: 3 clusters Score -382476.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -382503.343750 Penalty: 2750.663818
	Iteration 13Q: 3 clusters Score -382503.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -382526.375000 Penalty: 2750.663818
	Iteration 14Q: 3 clusters Score -382526.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -382546.656250 Penalty: 2750.663818
	Iteration 15Q: 3 clusters Score -382546.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -382566.531250 Penalty: 2750.663818
	Iteration 16Q: 3 clusters Score -382566.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -382590.218750 Penalty: 2750.663818
	Iteration 17Q: 3 clusters Score -382590.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -382609.437500 Penalty: 2750.663818
	Iteration 18Q: 3 clusters Score -382609.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -382630.187500 Penalty: 2750.663818
	Iteration 19Q: 3 clusters Score -382630.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -382650.656250 Penalty: 2750.663818
	Iteration 20F: 3 clusters Score -382650.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -382664.437500 Penalty: 2750.663818
	Iteration 21Q: 3 clusters Score -382664.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -382676.875000 Penalty: 2750.663818
	Iteration 22Q: 3 clusters Score -382676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -382687.187500 Penalty: 2750.663818
	Iteration 23Q: 3 clusters Score -382687.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -382695.937500 Penalty: 2750.663818
	Iteration 24Q: 3 clusters Score -382695.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -382706.125000 Penalty: 2750.663818
	Iteration 25Q: 3 clusters Score -382706.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -382714.937500 Penalty: 2750.663818
	Iteration 26Q: 3 clusters Score -382714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -382721.687500 Penalty: 2750.663818
	Iteration 27Q: 3 clusters Score -382721.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -382728.312500 Penalty: 2750.663818
	Iteration 28Q: 3 clusters Score -382728.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -382733.812500 Penalty: 2750.663818
	Iteration 29Q: 3 clusters Score -382733.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -382739.625000 Penalty: 2750.663818
	Iteration 30Q: 3 clusters Score -382739.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -382743.531250 Penalty: 2750.663818
	Iteration 31Q: 3 clusters Score -382743.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -382747.000000 Penalty: 2750.663818
	Iteration 32Q: 3 clusters Score -382747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -382750.656250 Penalty: 2750.663818
	Iteration 33Q: 3 clusters Score -382750.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -382755.156250 Penalty: 2750.663818
	Iteration 34Q: 3 clusters Score -382755.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -382763.843750 Penalty: 2750.663818
	Iteration 35Q: 3 clusters Score -382763.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -382768.718750 Penalty: 2750.663818
	Iteration 36Q: 3 clusters Score -382768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -382770.281250 Penalty: 2750.663818
	Iteration 37Q: 3 clusters Score -382770.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -382771.593750 Penalty: 2750.663818
	Iteration 38Q: 3 clusters Score -382771.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -382771.156250 Penalty: 2750.663818
	Iteration 39Q: 3 clusters Score -382771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -382771.156250 Penalty: 2750.663818
	Iteration 40F: 3 clusters Score -382771.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 67194 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 772 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18529 members 
Mstep: Class 8 contains 13175 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34272 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 15 contains 28671 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21403 members 
Mstep: Class 26 contains 3967 members 
Entering Unmasked Estep 
Score: -24811512.000000 Penalty: 53018.050781
Splitting cluster 4 changes total score from -24811948.000000 to -24811512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -234348.828125 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -234348.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -231890.171875 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -231890.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -232493.328125 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -232493.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -232659.500000 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -232659.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -232793.250000 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -232793.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -232884.281250 Penalty: 2555.061279
	Iteration 4Q: 3 clusters Score -232884.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -232939.609375 Penalty: 2555.061279
	Iteration 5Q: 3 clusters Score -232939.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -233001.531250 Penalty: 2555.061279
	Iteration 6Q: 3 clusters Score -233001.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -233056.078125 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -233056.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -233108.250000 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -233108.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -233150.937500 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -233150.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -233184.140625 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -233184.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -233218.203125 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -233218.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -233245.234375 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -233245.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -233256.218750 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -233256.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -233260.453125 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -233260.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -233264.531250 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -233264.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -233270.218750 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -233270.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -233277.390625 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -233277.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -233284.671875 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -233284.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -233290.343750 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -233290.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -233299.234375 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -233299.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -233307.750000 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -233307.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -233314.171875 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -233314.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -233319.609375 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -233319.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -233321.656250 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -233321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -233322.234375 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -233322.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -233323.218750 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -233323.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -233324.578125 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -233324.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -233328.718750 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -233328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -233333.062500 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -233333.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -233338.640625 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -233338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -233345.468750 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -233345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -233350.125000 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -233350.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -233355.718750 Penalty: 2555.061279
	Iteration 33Q: 3 clusters Score -233355.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -233361.125000 Penalty: 2555.061279
	Iteration 34Q: 3 clusters Score -233361.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -233367.250000 Penalty: 2555.061279
	Iteration 35Q: 3 clusters Score -233367.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -233369.531250 Penalty: 2555.061279
	Iteration 36Q: 3 clusters Score -233369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233371.828125 Penalty: 2555.061279
	Iteration 37Q: 3 clusters Score -233371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233372.281250 Penalty: 2555.061279
	Iteration 38Q: 3 clusters Score -233372.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -233372.281250 Penalty: 2555.061279
	Iteration 39F: 3 clusters Score -233372.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -127801.554688 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -127801.6 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 777 members 
Entering Unmasked Estep 
Score: -126028.000000 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -126028 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126344.921875 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -126344.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126423.429688 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -126423.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126472.023438 Penalty: 2381.955566
	Iteration 3Q: 3 clusters Score -126472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -126507.882812 Penalty: 2381.955566
	Iteration 4Q: 3 clusters Score -126507.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -126532.664062 Penalty: 2381.955566
	Iteration 5Q: 3 clusters Score -126532.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -126547.781250 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -126547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -126558.179688 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -126558.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -126572.593750 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -126572.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -126591.570312 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -126591.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -126614.867188 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -126614.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -126634.835938 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -126634.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -126645.070312 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -126645.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -126653.484375 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -126653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -126658.234375 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -126658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -126664.687500 Penalty: 2381.955566
	Iteration 15Q: 3 clusters Score -126664.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -126668.992188 Penalty: 2381.955566
	Iteration 16Q: 3 clusters Score -126669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -126670.750000 Penalty: 2381.955566
	Iteration 17Q: 3 clusters Score -126670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126673.421875 Penalty: 2381.955566
	Iteration 18Q: 3 clusters Score -126673.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126675.414062 Penalty: 2381.955566
	Iteration 19Q: 3 clusters Score -126675.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126677.757812 Penalty: 2381.955566
	Iteration 20F: 3 clusters Score -126677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126681.101562 Penalty: 2381.955566
	Iteration 21Q: 3 clusters Score -126681.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -126684.500000 Penalty: 2381.955566
	Iteration 22Q: 3 clusters Score -126684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126688.304688 Penalty: 2381.955566
	Iteration 23Q: 3 clusters Score -126688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -126690.468750 Penalty: 2381.955566
	Iteration 24Q: 3 clusters Score -126690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126692.359375 Penalty: 2381.955566
	Iteration 25Q: 3 clusters Score -126692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126694.937500 Penalty: 2381.955566
	Iteration 26Q: 3 clusters Score -126694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126697.195312 Penalty: 2381.955566
	Iteration 27Q: 3 clusters Score -126697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -126698.140625 Penalty: 2381.955566
	Iteration 28Q: 3 clusters Score -126698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -126698.664062 Penalty: 2381.955566
	Iteration 29Q: 3 clusters Score -126698.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -126699.109375 Penalty: 2381.955566
	Iteration 30Q: 3 clusters Score -126699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126699.390625 Penalty: 2381.955566
	Iteration 31Q: 3 clusters Score -126699.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126700.757812 Penalty: 2381.955566
	Iteration 32Q: 3 clusters Score -126700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -126702.335938 Penalty: 2381.955566
	Iteration 33Q: 3 clusters Score -126702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126704.046875 Penalty: 2381.955566
	Iteration 34Q: 3 clusters Score -126704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -126704.750000 Penalty: 2381.955566
	Iteration 35Q: 3 clusters Score -126704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -126704.820312 Penalty: 2381.955566
	Iteration 36Q: 3 clusters Score -126704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126705.328125 Penalty: 2381.955566
	Iteration 37Q: 3 clusters Score -126705.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -126705.328125 Penalty: 2381.955566
	Iteration 38F: 3 clusters Score -126705.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Entering Unmasked Estep 
Score: -1677916.125000 Penalty: 1596.902466
	Iteration 0F: 2 clusters Score -1677916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1665323.875000 Penalty: 3193.804932
	Iteration 0F: 3 clusters Score -1665324 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1669642.750000 Penalty: 3193.804932
	Iteration 1F: 3 clusters Score -1669643 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1669876.500000 Penalty: 3193.804932
	Iteration 2Q: 3 clusters Score -1669876 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1670087.250000 Penalty: 3193.804932
	Iteration 3Q: 3 clusters Score -1670087 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1670252.625000 Penalty: 3193.804932
	Iteration 4Q: 3 clusters Score -1670253 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1670383.750000 Penalty: 3193.804932
	Iteration 5Q: 3 clusters Score -1670384 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1670519.000000 Penalty: 3193.804932
	Iteration 6Q: 3 clusters Score -1670519 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1670622.750000 Penalty: 3193.804932
	Iteration 7Q: 3 clusters Score -1670623 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1670728.375000 Penalty: 3193.804932
	Iteration 8Q: 3 clusters Score -1670728 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1670848.375000 Penalty: 3193.804932
	Iteration 9Q: 3 clusters Score -1670848 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1670991.000000 Penalty: 3193.804932
	Iteration 10Q: 3 clusters Score -1670991 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1671163.625000 Penalty: 3193.804932
	Iteration 11Q: 3 clusters Score -1671164 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1671399.875000 Penalty: 3193.804932
	Iteration 12Q: 3 clusters Score -1671400 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -1671747.375000 Penalty: 3193.804932
	Iteration 13Q: 3 clusters Score -1671747 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1672250.625000 Penalty: 3193.804932
	Iteration 14Q: 3 clusters Score -1672251 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1672901.000000 Penalty: 3193.804932
	Iteration 15F: 3 clusters Score -1672901 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1673608.625000 Penalty: 3193.804932
	Iteration 16F: 3 clusters Score -1673609 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1674306.125000 Penalty: 3193.804932
	Iteration 17Q: 3 clusters Score -1674306 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1674943.875000 Penalty: 3193.804932
	Iteration 18Q: 3 clusters Score -1674944 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1675468.500000 Penalty: 3193.804932
	Iteration 19Q: 3 clusters Score -1675468 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1675887.875000 Penalty: 3193.804932
	Iteration 20F: 3 clusters Score -1675888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1676139.000000 Penalty: 3193.804932
	Iteration 21Q: 3 clusters Score -1676139 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1676282.625000 Penalty: 3193.804932
	Iteration 22Q: 3 clusters Score -1676283 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1676376.500000 Penalty: 3193.804932
	Iteration 23Q: 3 clusters Score -1676376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1676423.875000 Penalty: 3193.804932
	Iteration 24Q: 3 clusters Score -1676424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1676476.250000 Penalty: 3193.804932
	Iteration 25Q: 3 clusters Score -1676476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1676499.250000 Penalty: 3193.804932
	Iteration 26Q: 3 clusters Score -1676499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1676525.750000 Penalty: 3193.804932
	Iteration 27Q: 3 clusters Score -1676526 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1676554.375000 Penalty: 3193.804932
	Iteration 28Q: 3 clusters Score -1676554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1676575.625000 Penalty: 3193.804932
	Iteration 29Q: 3 clusters Score -1676576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1676587.250000 Penalty: 3193.804932
	Iteration 30Q: 3 clusters Score -1676587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1676594.125000 Penalty: 3193.804932
	Iteration 31Q: 3 clusters Score -1676594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1676600.000000 Penalty: 3193.804932
	Iteration 32Q: 3 clusters Score -1676600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1676608.500000 Penalty: 3193.804932
	Iteration 33Q: 3 clusters Score -1676608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1676609.250000 Penalty: 3193.804932
	Iteration 34Q: 3 clusters Score -1676609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1676618.250000 Penalty: 3193.804932
	Iteration 35Q: 3 clusters Score -1676618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1676621.250000 Penalty: 3193.804932
	Iteration 36Q: 3 clusters Score -1676621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1676627.000000 Penalty: 3193.804932
	Iteration 37Q: 3 clusters Score -1676627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1676630.125000 Penalty: 3193.804932
	Iteration 38Q: 3 clusters Score -1676630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1676639.500000 Penalty: 3193.804932
	Iteration 39Q: 3 clusters Score -1676640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1676642.250000 Penalty: 3193.804932
	Iteration 40F: 3 clusters Score -1676642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1676644.000000 Penalty: 3193.804932
	Iteration 41Q: 3 clusters Score -1676644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1676645.625000 Penalty: 3193.804932
	Iteration 42Q: 3 clusters Score -1676646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1676646.750000 Penalty: 3193.804932
	Iteration 43Q: 3 clusters Score -1676647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1676648.625000 Penalty: 3193.804932
	Iteration 44Q: 3 clusters Score -1676649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1676653.625000 Penalty: 3193.804932
	Iteration 45Q: 3 clusters Score -1676654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1676651.875000 Penalty: 3193.804932
	Iteration 46Q: 3 clusters Score -1676652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1676651.875000 Penalty: 3193.804932
	Iteration 47F: 3 clusters Score -1676652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Entering Unmasked Estep 
Score: -1168322.875000 Penalty: 1541.487427
	Iteration 0F: 2 clusters Score -1168323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1159155.375000 Penalty: 3082.974854
	Iteration 0F: 3 clusters Score -1159155 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1162343.500000 Penalty: 3082.974854
	Iteration 1F: 3 clusters Score -1162344 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1162864.125000 Penalty: 3082.974854
	Iteration 2F: 3 clusters Score -1162864 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1163481.125000 Penalty: 3082.974854
	Iteration 3F: 3 clusters Score -1163481 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1164312.875000 Penalty: 3082.974854
	Iteration 4F: 3 clusters Score -1164313 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1165212.250000 Penalty: 3082.974854
	Iteration 5F: 3 clusters Score -1165212 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -1166071.375000 Penalty: 3082.974854
	Iteration 6F: 3 clusters Score -1166071 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1166696.125000 Penalty: 3082.974854
	Iteration 7F: 3 clusters Score -1166696 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1167088.625000 Penalty: 3082.974854
	Iteration 8Q: 3 clusters Score -1167089 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1167284.500000 Penalty: 3082.974854
	Iteration 9Q: 3 clusters Score -1167284 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -1167403.000000 Penalty: 3082.974854
	Iteration 10Q: 3 clusters Score -1167403 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1167496.500000 Penalty: 3082.974854
	Iteration 11Q: 3 clusters Score -1167496 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1167557.500000 Penalty: 3082.974854
	Iteration 12Q: 3 clusters Score -1167558 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1167598.250000 Penalty: 3082.974854
	Iteration 13Q: 3 clusters Score -1167598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1167629.875000 Penalty: 3082.974854
	Iteration 14Q: 3 clusters Score -1167630 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1167662.125000 Penalty: 3082.974854
	Iteration 15Q: 3 clusters Score -1167662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1167708.750000 Penalty: 3082.974854
	Iteration 16Q: 3 clusters Score -1167709 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1167779.500000 Penalty: 3082.974854
	Iteration 17Q: 3 clusters Score -1167780 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1167865.750000 Penalty: 3082.974854
	Iteration 18Q: 3 clusters Score -1167866 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1167956.000000 Penalty: 3082.974854
	Iteration 19Q: 3 clusters Score -1167956 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1168033.500000 Penalty: 3082.974854
	Iteration 20F: 3 clusters Score -1168034 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1168092.875000 Penalty: 3082.974854
	Iteration 21Q: 3 clusters Score -1168093 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1168135.375000 Penalty: 3082.974854
	Iteration 22Q: 3 clusters Score -1168135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1168151.875000 Penalty: 3082.974854
	Iteration 23Q: 3 clusters Score -1168152 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1168158.375000 Penalty: 3082.974854
	Iteration 24Q: 3 clusters Score -1168158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1168162.625000 Penalty: 3082.974854
	Iteration 25Q: 3 clusters Score -1168163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1168169.500000 Penalty: 3082.974854
	Iteration 26Q: 3 clusters Score -1168170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1168176.625000 Penalty: 3082.974854
	Iteration 27Q: 3 clusters Score -1168177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1168179.500000 Penalty: 3082.974854
	Iteration 28Q: 3 clusters Score -1168180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1168181.375000 Penalty: 3082.974854
	Iteration 29Q: 3 clusters Score -1168181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1168182.500000 Penalty: 3082.974854
	Iteration 30Q: 3 clusters Score -1168182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1168184.000000 Penalty: 3082.974854
	Iteration 31Q: 3 clusters Score -1168184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1168181.750000 Penalty: 3082.974854
	Iteration 32Q: 3 clusters Score -1168182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1168187.000000 Penalty: 3082.974854
	Iteration 33Q: 3 clusters Score -1168187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1168189.750000 Penalty: 3082.974854
	Iteration 34Q: 3 clusters Score -1168190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1168190.000000 Penalty: 3082.974854
	Iteration 35Q: 3 clusters Score -1168190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1168191.125000 Penalty: 3082.974854
	Iteration 36Q: 3 clusters Score -1168191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1168192.000000 Penalty: 3082.974854
	Iteration 37Q: 3 clusters Score -1168192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1168192.625000 Penalty: 3082.974854
	Iteration 38Q: 3 clusters Score -1168193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1168193.625000 Penalty: 3082.974854
	Iteration 39Q: 3 clusters Score -1168194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1168193.625000 Penalty: 3082.974854
	Iteration 40F: 3 clusters Score -1168194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1168192.250000 Penalty: 3082.974854
	Iteration 41Q: 3 clusters Score -1168192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1168194.625000 Penalty: 3082.974854
	Iteration 42Q: 3 clusters Score -1168195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1168194.250000 Penalty: 3082.974854
	Iteration 43Q: 3 clusters Score -1168194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1168193.000000 Penalty: 3082.974854
	Iteration 44Q: 3 clusters Score -1168193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1168192.375000 Penalty: 3082.974854
	Iteration 45Q: 3 clusters Score -1168192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1168192.375000 Penalty: 3082.974854
	Iteration 46F: 3 clusters Score -1168192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Entering Unmasked Estep 
Score: -570948.437500 Penalty: 1425.574341
	Iteration 0F: 2 clusters Score -570948.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -566101.625000 Penalty: 2851.148682
	Iteration 0F: 3 clusters Score -566101.6 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -567646.250000 Penalty: 2851.148682
	Iteration 1F: 3 clusters Score -567646.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -567988.125000 Penalty: 2851.148682
	Iteration 2F: 3 clusters Score -567988.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -568259.250000 Penalty: 2851.148682
	Iteration 3F: 3 clusters Score -568259.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -568483.875000 Penalty: 2851.148682
	Iteration 4F: 3 clusters Score -568483.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -568697.312500 Penalty: 2851.148682
	Iteration 5F: 3 clusters Score -568697.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -568903.312500 Penalty: 2851.148682
	Iteration 6Q: 3 clusters Score -568903.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -569077.062500 Penalty: 2851.148682
	Iteration 7Q: 3 clusters Score -569077.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -569237.937500 Penalty: 2851.148682
	Iteration 8Q: 3 clusters Score -569237.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -569343.687500 Penalty: 2851.148682
	Iteration 9Q: 3 clusters Score -569343.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -569426.312500 Penalty: 2851.148682
	Iteration 10Q: 3 clusters Score -569426.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -569505.937500 Penalty: 2851.148682
	Iteration 11Q: 3 clusters Score -569505.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -569561.812500 Penalty: 2851.148682
	Iteration 12Q: 3 clusters Score -569561.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -569609.062500 Penalty: 2851.148682
	Iteration 13Q: 3 clusters Score -569609.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -569657.437500 Penalty: 2851.148682
	Iteration 14Q: 3 clusters Score -569657.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -569701.812500 Penalty: 2851.148682
	Iteration 15Q: 3 clusters Score -569701.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -569749.375000 Penalty: 2851.148682
	Iteration 16Q: 3 clusters Score -569749.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -569789.500000 Penalty: 2851.148682
	Iteration 17Q: 3 clusters Score -569789.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -569837.125000 Penalty: 2851.148682
	Iteration 18Q: 3 clusters Score -569837.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -569883.250000 Penalty: 2851.148682
	Iteration 19Q: 3 clusters Score -569883.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -569920.000000 Penalty: 2851.148682
	Iteration 20F: 3 clusters Score -569920 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -569966.937500 Penalty: 2851.148682
	Iteration 21Q: 3 clusters Score -569966.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -570005.437500 Penalty: 2851.148682
	Iteration 22Q: 3 clusters Score -570005.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -570035.312500 Penalty: 2851.148682
	Iteration 23Q: 3 clusters Score -570035.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -570056.937500 Penalty: 2851.148682
	Iteration 24Q: 3 clusters Score -570056.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -570079.062500 Penalty: 2851.148682
	Iteration 25Q: 3 clusters Score -570079.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -570095.750000 Penalty: 2851.148682
	Iteration 26Q: 3 clusters Score -570095.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -570113.812500 Penalty: 2851.148682
	Iteration 27Q: 3 clusters Score -570113.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -570123.875000 Penalty: 2851.148682
	Iteration 28Q: 3 clusters Score -570123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -570130.625000 Penalty: 2851.148682
	Iteration 29Q: 3 clusters Score -570130.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -570134.250000 Penalty: 2851.148682
	Iteration 30Q: 3 clusters Score -570134.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -570137.000000 Penalty: 2851.148682
	Iteration 31Q: 3 clusters Score -570137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -570138.562500 Penalty: 2851.148682
	Iteration 32Q: 3 clusters Score -570138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -570141.187500 Penalty: 2851.148682
	Iteration 33Q: 3 clusters Score -570141.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -570145.500000 Penalty: 2851.148682
	Iteration 34Q: 3 clusters Score -570145.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -570147.750000 Penalty: 2851.148682
	Iteration 35Q: 3 clusters Score -570147.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -570149.312500 Penalty: 2851.148682
	Iteration 36Q: 3 clusters Score -570149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -570151.250000 Penalty: 2851.148682
	Iteration 37Q: 3 clusters Score -570151.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -570153.750000 Penalty: 2851.148682
	Iteration 38Q: 3 clusters Score -570153.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -570153.500000 Penalty: 2851.148682
	Iteration 39Q: 3 clusters Score -570153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -570154.875000 Penalty: 2851.148682
	Iteration 40F: 3 clusters Score -570154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -570154.875000 Penalty: 2851.148682
	Iteration 41Q: 3 clusters Score -570154.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -570155.750000 Penalty: 2851.148682
	Iteration 42Q: 3 clusters Score -570155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -570156.875000 Penalty: 2851.148682
	Iteration 43Q: 3 clusters Score -570156.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -570156.875000 Penalty: 2851.148682
	Iteration 44F: 3 clusters Score -570156.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -315957.531250 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -315957.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -312904.750000 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -312904.8 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -313745.875000 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -313745.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -314082.468750 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -314082.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -314488.875000 Penalty: 2651.052246
	Iteration 3F: 3 clusters Score -314488.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -314889.218750 Penalty: 2651.052246
	Iteration 4F: 3 clusters Score -314889.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -315184.750000 Penalty: 2651.052246
	Iteration 5F: 3 clusters Score -315184.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -315421.406250 Penalty: 2651.052246
	Iteration 6F: 3 clusters Score -315421.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -315538.218750 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -315538.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -315594.031250 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -315594 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315621.843750 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -315621.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -315634.500000 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -315634.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -315642.406250 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -315642.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -315646.062500 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -315646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -315647.062500 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -315647.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -315648.000000 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -315648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -315648.625000 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -315648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -315649.218750 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -315649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -315650.500000 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -315650.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -315650.500000 Penalty: 2651.052246
	Iteration 18F: 3 clusters Score -315650.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Entering Unmasked Estep 
Score: -431616.531250 Penalty: 1372.948608
	Iteration 0F: 2 clusters Score -431616.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -427934.781250 Penalty: 2745.897217
	Iteration 0F: 3 clusters Score -427934.8 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -428876.406250 Penalty: 2745.897217
	Iteration 1F: 3 clusters Score -428876.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -428990.906250 Penalty: 2745.897217
	Iteration 2F: 3 clusters Score -428990.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -429068.187500 Penalty: 2745.897217
	Iteration 3Q: 3 clusters Score -429068.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -429135.031250 Penalty: 2745.897217
	Iteration 4Q: 3 clusters Score -429135 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -429186.250000 Penalty: 2745.897217
	Iteration 5Q: 3 clusters Score -429186.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -429225.593750 Penalty: 2745.897217
	Iteration 6Q: 3 clusters Score -429225.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -429262.937500 Penalty: 2745.897217
	Iteration 7Q: 3 clusters Score -429262.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -429302.187500 Penalty: 2745.897217
	Iteration 8Q: 3 clusters Score -429302.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -429340.218750 Penalty: 2745.897217
	Iteration 9Q: 3 clusters Score -429340.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -429391.562500 Penalty: 2745.897217
	Iteration 10Q: 3 clusters Score -429391.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -429446.000000 Penalty: 2745.897217
	Iteration 11Q: 3 clusters Score -429446 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -429504.875000 Penalty: 2745.897217
	Iteration 12Q: 3 clusters Score -429504.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -429560.718750 Penalty: 2745.897217
	Iteration 13Q: 3 clusters Score -429560.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -429629.062500 Penalty: 2745.897217
	Iteration 14Q: 3 clusters Score -429629.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -429704.437500 Penalty: 2745.897217
	Iteration 15Q: 3 clusters Score -429704.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -429770.062500 Penalty: 2745.897217
	Iteration 16Q: 3 clusters Score -429770.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -429820.687500 Penalty: 2745.897217
	Iteration 17Q: 3 clusters Score -429820.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429875.656250 Penalty: 2745.897217
	Iteration 18Q: 3 clusters Score -429875.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -429921.812500 Penalty: 2745.897217
	Iteration 19Q: 3 clusters Score -429921.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -429977.937500 Penalty: 2745.897217
	Iteration 20F: 3 clusters Score -429977.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -430035.812500 Penalty: 2745.897217
	Iteration 21Q: 3 clusters Score -430035.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -430097.781250 Penalty: 2745.897217
	Iteration 22Q: 3 clusters Score -430097.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -430142.500000 Penalty: 2745.897217
	Iteration 23Q: 3 clusters Score -430142.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -430186.625000 Penalty: 2745.897217
	Iteration 24Q: 3 clusters Score -430186.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -430230.093750 Penalty: 2745.897217
	Iteration 25Q: 3 clusters Score -430230.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -430264.406250 Penalty: 2745.897217
	Iteration 26Q: 3 clusters Score -430264.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -430287.906250 Penalty: 2745.897217
	Iteration 27Q: 3 clusters Score -430287.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -430314.343750 Penalty: 2745.897217
	Iteration 28Q: 3 clusters Score -430314.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -430335.500000 Penalty: 2745.897217
	Iteration 29Q: 3 clusters Score -430335.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -430351.281250 Penalty: 2745.897217
	Iteration 30Q: 3 clusters Score -430351.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -430365.656250 Penalty: 2745.897217
	Iteration 31Q: 3 clusters Score -430365.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -430384.750000 Penalty: 2745.897217
	Iteration 32Q: 3 clusters Score -430384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -430399.250000 Penalty: 2745.897217
	Iteration 33Q: 3 clusters Score -430399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -430406.500000 Penalty: 2745.897217
	Iteration 34Q: 3 clusters Score -430406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -430409.687500 Penalty: 2745.897217
	Iteration 35Q: 3 clusters Score -430409.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -430417.437500 Penalty: 2745.897217
	Iteration 36Q: 3 clusters Score -430417.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -430426.406250 Penalty: 2745.897217
	Iteration 37Q: 3 clusters Score -430426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -430431.500000 Penalty: 2745.897217
	Iteration 38Q: 3 clusters Score -430431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -430434.156250 Penalty: 2745.897217
	Iteration 39Q: 3 clusters Score -430434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -430436.406250 Penalty: 2745.897217
	Iteration 40F: 3 clusters Score -430436.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -430438.875000 Penalty: 2745.897217
	Iteration 41Q: 3 clusters Score -430438.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -430440.687500 Penalty: 2745.897217
	Iteration 42Q: 3 clusters Score -430440.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -430440.875000 Penalty: 2745.897217
	Iteration 43Q: 3 clusters Score -430440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -430440.875000 Penalty: 2745.897217
	Iteration 44F: 3 clusters Score -430440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Entering Unmasked Estep 
Score: -3077203.500000 Penalty: 1696.838745
	Iteration 0F: 2 clusters Score -3077204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3054072.250000 Penalty: 3393.677490
	Iteration 0F: 3 clusters Score -3054072 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3063083.250000 Penalty: 3393.677490
	Iteration 1F: 3 clusters Score -3063083 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3063460.250000 Penalty: 3393.677490
	Iteration 2Q: 3 clusters Score -3063460 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -3063826.250000 Penalty: 3393.677490
	Iteration 3Q: 3 clusters Score -3063826 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3064219.250000 Penalty: 3393.677490
	Iteration 4Q: 3 clusters Score -3064219 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -3064685.500000 Penalty: 3393.677490
	Iteration 5Q: 3 clusters Score -3064686 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3065238.750000 Penalty: 3393.677490
	Iteration 6Q: 3 clusters Score -3065239 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3065897.750000 Penalty: 3393.677490
	Iteration 7Q: 3 clusters Score -3065898 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3066667.000000 Penalty: 3393.677490
	Iteration 8Q: 3 clusters Score -3066667 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3067547.750000 Penalty: 3393.677490
	Iteration 9Q: 3 clusters Score -3067548 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -3068626.000000 Penalty: 3393.677490
	Iteration 10Q: 3 clusters Score -3068626 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -3069795.000000 Penalty: 3393.677490
	Iteration 11Q: 3 clusters Score -3069795 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3070977.000000 Penalty: 3393.677490
	Iteration 12Q: 3 clusters Score -3070977 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -3072095.750000 Penalty: 3393.677490
	Iteration 13Q: 3 clusters Score -3072096 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -3073057.500000 Penalty: 3393.677490
	Iteration 14Q: 3 clusters Score -3073058 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -3073769.000000 Penalty: 3393.677490
	Iteration 15Q: 3 clusters Score -3073769 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -3074232.750000 Penalty: 3393.677490
	Iteration 16Q: 3 clusters Score -3074233 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -3074585.750000 Penalty: 3393.677490
	Iteration 17Q: 3 clusters Score -3074586 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -3074861.000000 Penalty: 3393.677490
	Iteration 18Q: 3 clusters Score -3074861 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3075082.750000 Penalty: 3393.677490
	Iteration 19Q: 3 clusters Score -3075083 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -3075266.750000 Penalty: 3393.677490
	Iteration 20F: 3 clusters Score -3075267 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -3075393.250000 Penalty: 3393.677490
	Iteration 21Q: 3 clusters Score -3075393 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -3075485.250000 Penalty: 3393.677490
	Iteration 22Q: 3 clusters Score -3075485 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -3075553.500000 Penalty: 3393.677490
	Iteration 23Q: 3 clusters Score -3075554 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -3075581.750000 Penalty: 3393.677490
	Iteration 24Q: 3 clusters Score -3075582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -3075606.750000 Penalty: 3393.677490
	Iteration 25Q: 3 clusters Score -3075607 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 33746 members 
Entering Unmasked Estep 
Score: -3075639.500000 Penalty: 3393.677490
	Iteration 26Q: 3 clusters Score -3075640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -3075661.000000 Penalty: 3393.677490
	Iteration 27Q: 3 clusters Score -3075661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3075681.250000 Penalty: 3393.677490
	Iteration 28Q: 3 clusters Score -3075681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -3075700.000000 Penalty: 3393.677490
	Iteration 29Q: 3 clusters Score -3075700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -3075709.250000 Penalty: 3393.677490
	Iteration 30Q: 3 clusters Score -3075709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -3075724.500000 Penalty: 3393.677490
	Iteration 31Q: 3 clusters Score -3075724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -3075735.750000 Penalty: 3393.677490
	Iteration 32Q: 3 clusters Score -3075736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -3075743.500000 Penalty: 3393.677490
	Iteration 33Q: 3 clusters Score -3075744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -3075746.000000 Penalty: 3393.677490
	Iteration 34Q: 3 clusters Score -3075746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3075755.250000 Penalty: 3393.677490
	Iteration 35Q: 3 clusters Score -3075755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 33875 members 
Entering Unmasked Estep 
Score: -3075757.500000 Penalty: 3393.677490
	Iteration 36Q: 3 clusters Score -3075758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -3075761.250000 Penalty: 3393.677490
	Iteration 37Q: 3 clusters Score -3075761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33879 members 
Entering Unmasked Estep 
Score: -3075760.750000 Penalty: 3393.677490
	Iteration 38Q: 3 clusters Score -3075761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3075761.250000 Penalty: 3393.677490
	Iteration 39Q: 3 clusters Score -3075761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -3075763.250000 Penalty: 3393.677490
	Iteration 40F: 3 clusters Score -3075763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -3075762.000000 Penalty: 3393.677490
	Iteration 41Q: 3 clusters Score -3075762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 33891 members 
Entering Unmasked Estep 
Score: -3075764.250000 Penalty: 3393.677490
	Iteration 42Q: 3 clusters Score -3075764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3075765.250000 Penalty: 3393.677490
	Iteration 43Q: 3 clusters Score -3075765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3075772.250000 Penalty: 3393.677490
	Iteration 44Q: 3 clusters Score -3075772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3075775.250000 Penalty: 3393.677490
	Iteration 45Q: 3 clusters Score -3075775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -3075774.000000 Penalty: 3393.677490
	Iteration 46Q: 3 clusters Score -3075774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3075775.500000 Penalty: 3393.677490
	Iteration 47Q: 3 clusters Score -3075776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3075778.250000 Penalty: 3393.677490
	Iteration 48Q: 3 clusters Score -3075778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -3075778.250000 Penalty: 3393.677490
	Iteration 49F: 3 clusters Score -3075778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Entering Unmasked Estep 
Score: -510021.906250 Penalty: 1405.791504
	Iteration 0F: 2 clusters Score -510021.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -505587.906250 Penalty: 2811.583008
	Iteration 0F: 3 clusters Score -505587.9 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -506953.625000 Penalty: 2811.583008
	Iteration 1F: 3 clusters Score -506953.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -507138.343750 Penalty: 2811.583008
	Iteration 2F: 3 clusters Score -507138.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -507271.437500 Penalty: 2811.583008
	Iteration 3F: 3 clusters Score -507271.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -507373.781250 Penalty: 2811.583008
	Iteration 4Q: 3 clusters Score -507373.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -507465.062500 Penalty: 2811.583008
	Iteration 5Q: 3 clusters Score -507465.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -507559.062500 Penalty: 2811.583008
	Iteration 6Q: 3 clusters Score -507559.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -507658.093750 Penalty: 2811.583008
	Iteration 7Q: 3 clusters Score -507658.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -507790.343750 Penalty: 2811.583008
	Iteration 8Q: 3 clusters Score -507790.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -507934.750000 Penalty: 2811.583008
	Iteration 9Q: 3 clusters Score -507934.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -508074.687500 Penalty: 2811.583008
	Iteration 10Q: 3 clusters Score -508074.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -508228.906250 Penalty: 2811.583008
	Iteration 11Q: 3 clusters Score -508228.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -508373.718750 Penalty: 2811.583008
	Iteration 12Q: 3 clusters Score -508373.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -508498.406250 Penalty: 2811.583008
	Iteration 13Q: 3 clusters Score -508498.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -508607.281250 Penalty: 2811.583008
	Iteration 14Q: 3 clusters Score -508607.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -508688.906250 Penalty: 2811.583008
	Iteration 15Q: 3 clusters Score -508688.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -508762.593750 Penalty: 2811.583008
	Iteration 16Q: 3 clusters Score -508762.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -508820.593750 Penalty: 2811.583008
	Iteration 17Q: 3 clusters Score -508820.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -508864.468750 Penalty: 2811.583008
	Iteration 18Q: 3 clusters Score -508864.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -508901.187500 Penalty: 2811.583008
	Iteration 19Q: 3 clusters Score -508901.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -508949.531250 Penalty: 2811.583008
	Iteration 20F: 3 clusters Score -508949.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -508993.593750 Penalty: 2811.583008
	Iteration 21Q: 3 clusters Score -508993.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -509052.312500 Penalty: 2811.583008
	Iteration 22Q: 3 clusters Score -509052.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -509112.062500 Penalty: 2811.583008
	Iteration 23Q: 3 clusters Score -509112.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -509154.343750 Penalty: 2811.583008
	Iteration 24Q: 3 clusters Score -509154.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -509192.250000 Penalty: 2811.583008
	Iteration 25Q: 3 clusters Score -509192.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -509221.343750 Penalty: 2811.583008
	Iteration 26Q: 3 clusters Score -509221.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -509239.125000 Penalty: 2811.583008
	Iteration 27Q: 3 clusters Score -509239.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -509260.843750 Penalty: 2811.583008
	Iteration 28Q: 3 clusters Score -509260.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -509276.406250 Penalty: 2811.583008
	Iteration 29Q: 3 clusters Score -509276.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -509290.875000 Penalty: 2811.583008
	Iteration 30Q: 3 clusters Score -509290.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -509303.187500 Penalty: 2811.583008
	Iteration 31Q: 3 clusters Score -509303.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -509308.781250 Penalty: 2811.583008
	Iteration 32Q: 3 clusters Score -509308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -509316.718750 Penalty: 2811.583008
	Iteration 33Q: 3 clusters Score -509316.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -509322.906250 Penalty: 2811.583008
	Iteration 34Q: 3 clusters Score -509322.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -509327.875000 Penalty: 2811.583008
	Iteration 35Q: 3 clusters Score -509327.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -509330.562500 Penalty: 2811.583008
	Iteration 36Q: 3 clusters Score -509330.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -509333.468750 Penalty: 2811.583008
	Iteration 37Q: 3 clusters Score -509333.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -509334.156250 Penalty: 2811.583008
	Iteration 38Q: 3 clusters Score -509334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -509334.656250 Penalty: 2811.583008
	Iteration 39Q: 3 clusters Score -509334.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -509334.656250 Penalty: 2811.583008
	Iteration 40F: 3 clusters Score -509334.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Entering Unmasked Estep 
Score: -313077.812500 Penalty: 1327.517212
	Iteration 0F: 2 clusters Score -313077.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -310014.218750 Penalty: 2655.034424
	Iteration 0F: 3 clusters Score -310014.2 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -310787.718750 Penalty: 2655.034424
	Iteration 1F: 3 clusters Score -310787.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -310930.625000 Penalty: 2655.034424
	Iteration 2F: 3 clusters Score -310930.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -311020.031250 Penalty: 2655.034424
	Iteration 3Q: 3 clusters Score -311020 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -311090.000000 Penalty: 2655.034424
	Iteration 4Q: 3 clusters Score -311090 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -311147.656250 Penalty: 2655.034424
	Iteration 5Q: 3 clusters Score -311147.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -311197.406250 Penalty: 2655.034424
	Iteration 6Q: 3 clusters Score -311197.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -311237.562500 Penalty: 2655.034424
	Iteration 7Q: 3 clusters Score -311237.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -311269.500000 Penalty: 2655.034424
	Iteration 8Q: 3 clusters Score -311269.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -311294.312500 Penalty: 2655.034424
	Iteration 9Q: 3 clusters Score -311294.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -311316.218750 Penalty: 2655.034424
	Iteration 10Q: 3 clusters Score -311316.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -311338.156250 Penalty: 2655.034424
	Iteration 11Q: 3 clusters Score -311338.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -311361.343750 Penalty: 2655.034424
	Iteration 12Q: 3 clusters Score -311361.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -311390.500000 Penalty: 2655.034424
	Iteration 13Q: 3 clusters Score -311390.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -311424.343750 Penalty: 2655.034424
	Iteration 14Q: 3 clusters Score -311424.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -311473.125000 Penalty: 2655.034424
	Iteration 15Q: 3 clusters Score -311473.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -311529.875000 Penalty: 2655.034424
	Iteration 16Q: 3 clusters Score -311529.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -311593.781250 Penalty: 2655.034424
	Iteration 17Q: 3 clusters Score -311593.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -311652.125000 Penalty: 2655.034424
	Iteration 18Q: 3 clusters Score -311652.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -311726.000000 Penalty: 2655.034424
	Iteration 19Q: 3 clusters Score -311726 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -311848.437500 Penalty: 2655.034424
	Iteration 20F: 3 clusters Score -311848.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -311968.031250 Penalty: 2655.034424
	Iteration 21Q: 3 clusters Score -311968 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -312056.750000 Penalty: 2655.034424
	Iteration 22Q: 3 clusters Score -312056.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -312117.937500 Penalty: 2655.034424
	Iteration 23Q: 3 clusters Score -312117.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -312159.687500 Penalty: 2655.034424
	Iteration 24Q: 3 clusters Score -312159.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -312193.093750 Penalty: 2655.034424
	Iteration 25Q: 3 clusters Score -312193.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -312210.625000 Penalty: 2655.034424
	Iteration 26Q: 3 clusters Score -312210.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -312224.968750 Penalty: 2655.034424
	Iteration 27Q: 3 clusters Score -312225 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -312239.468750 Penalty: 2655.034424
	Iteration 28Q: 3 clusters Score -312239.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -312255.562500 Penalty: 2655.034424
	Iteration 29Q: 3 clusters Score -312255.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -312265.343750 Penalty: 2655.034424
	Iteration 30Q: 3 clusters Score -312265.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -312274.562500 Penalty: 2655.034424
	Iteration 31Q: 3 clusters Score -312274.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -312283.593750 Penalty: 2655.034424
	Iteration 32Q: 3 clusters Score -312283.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -312290.250000 Penalty: 2655.034424
	Iteration 33Q: 3 clusters Score -312290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -312301.593750 Penalty: 2655.034424
	Iteration 34Q: 3 clusters Score -312301.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -312311.562500 Penalty: 2655.034424
	Iteration 35Q: 3 clusters Score -312311.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -312318.843750 Penalty: 2655.034424
	Iteration 36Q: 3 clusters Score -312318.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -312327.062500 Penalty: 2655.034424
	Iteration 37Q: 3 clusters Score -312327.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -312331.656250 Penalty: 2655.034424
	Iteration 38Q: 3 clusters Score -312331.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -312336.250000 Penalty: 2655.034424
	Iteration 39Q: 3 clusters Score -312336.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -312338.562500 Penalty: 2655.034424
	Iteration 40F: 3 clusters Score -312338.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -312339.843750 Penalty: 2655.034424
	Iteration 41Q: 3 clusters Score -312339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -312340.250000 Penalty: 2655.034424
	Iteration 42Q: 3 clusters Score -312340.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -312340.375000 Penalty: 2655.034424
	Iteration 43Q: 3 clusters Score -312340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -312340.375000 Penalty: 2655.034424
	Iteration 44Q: 3 clusters Score -312340.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -312340.375000 Penalty: 2655.034424
	Iteration 45F: 3 clusters Score -312340.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Entering Unmasked Estep 
Score: -2671048.250000 Penalty: 1667.841675
	Iteration 0F: 2 clusters Score -2671048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2651791.500000 Penalty: 3335.683350
	Iteration 0F: 3 clusters Score -2651792 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2659214.000000 Penalty: 3335.683350
	Iteration 1F: 3 clusters Score -2659214 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2660179.000000 Penalty: 3335.683350
	Iteration 2F: 3 clusters Score -2660179 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -2661641.000000 Penalty: 3335.683350
	Iteration 3F: 3 clusters Score -2661641 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2663328.500000 Penalty: 3335.683350
	Iteration 4F: 3 clusters Score -2663328 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2664859.500000 Penalty: 3335.683350
	Iteration 5F: 3 clusters Score -2664860 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2666125.250000 Penalty: 3335.683350
	Iteration 6F: 3 clusters Score -2666125 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2667100.500000 Penalty: 3335.683350
	Iteration 7Q: 3 clusters Score -2667100 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2667882.500000 Penalty: 3335.683350
	Iteration 8Q: 3 clusters Score -2667882 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2668425.250000 Penalty: 3335.683350
	Iteration 9Q: 3 clusters Score -2668425 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2668792.500000 Penalty: 3335.683350
	Iteration 10Q: 3 clusters Score -2668792 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2669036.250000 Penalty: 3335.683350
	Iteration 11Q: 3 clusters Score -2669036 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2669200.500000 Penalty: 3335.683350
	Iteration 12Q: 3 clusters Score -2669200 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2669321.250000 Penalty: 3335.683350
	Iteration 13Q: 3 clusters Score -2669321 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2669393.500000 Penalty: 3335.683350
	Iteration 14Q: 3 clusters Score -2669394 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2669459.500000 Penalty: 3335.683350
	Iteration 15Q: 3 clusters Score -2669460 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2669525.500000 Penalty: 3335.683350
	Iteration 16Q: 3 clusters Score -2669526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2669586.750000 Penalty: 3335.683350
	Iteration 17Q: 3 clusters Score -2669587 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2669644.250000 Penalty: 3335.683350
	Iteration 18Q: 3 clusters Score -2669644 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -2669695.250000 Penalty: 3335.683350
	Iteration 19Q: 3 clusters Score -2669695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2669734.750000 Penalty: 3335.683350
	Iteration 20F: 3 clusters Score -2669735 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2669788.000000 Penalty: 3335.683350
	Iteration 21Q: 3 clusters Score -2669788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2669839.500000 Penalty: 3335.683350
	Iteration 22Q: 3 clusters Score -2669840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27073 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2669907.750000 Penalty: 3335.683350
	Iteration 23Q: 3 clusters Score -2669908 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2669956.500000 Penalty: 3335.683350
	Iteration 24Q: 3 clusters Score -2669956 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2669988.250000 Penalty: 3335.683350
	Iteration 25Q: 3 clusters Score -2669988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2670021.500000 Penalty: 3335.683350
	Iteration 26Q: 3 clusters Score -2670022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2670055.250000 Penalty: 3335.683350
	Iteration 27Q: 3 clusters Score -2670055 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2670092.750000 Penalty: 3335.683350
	Iteration 28Q: 3 clusters Score -2670093 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2670121.250000 Penalty: 3335.683350
	Iteration 29Q: 3 clusters Score -2670121 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2670147.250000 Penalty: 3335.683350
	Iteration 30Q: 3 clusters Score -2670147 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2670171.000000 Penalty: 3335.683350
	Iteration 31Q: 3 clusters Score -2670171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2670183.500000 Penalty: 3335.683350
	Iteration 32Q: 3 clusters Score -2670184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2670196.250000 Penalty: 3335.683350
	Iteration 33Q: 3 clusters Score -2670196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2670204.250000 Penalty: 3335.683350
	Iteration 34Q: 3 clusters Score -2670204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2670206.500000 Penalty: 3335.683350
	Iteration 35Q: 3 clusters Score -2670206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2670214.250000 Penalty: 3335.683350
	Iteration 36Q: 3 clusters Score -2670214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2670215.250000 Penalty: 3335.683350
	Iteration 37Q: 3 clusters Score -2670215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2670215.750000 Penalty: 3335.683350
	Iteration 38Q: 3 clusters Score -2670216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2670213.500000 Penalty: 3335.683350
	Iteration 39Q: 3 clusters Score -2670214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2670217.500000 Penalty: 3335.683350
	Iteration 40F: 3 clusters Score -2670218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2670221.250000 Penalty: 3335.683350
	Iteration 41Q: 3 clusters Score -2670221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2670222.500000 Penalty: 3335.683350
	Iteration 42Q: 3 clusters Score -2670222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2670222.500000 Penalty: 3335.683350
	Iteration 43F: 3 clusters Score -2670222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -121914.601562 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -121914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -120131.843750 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -120131.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120577.734375 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -120577.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -120792.343750 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -120792.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -120952.789062 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -120952.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -121056.984375 Penalty: 2393.683594
	Iteration 4F: 3 clusters Score -121057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -121128.539062 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -121128.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -121199.492188 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -121199.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -121265.570312 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -121265.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -121353.796875 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -121353.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121391.132812 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -121391.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121406.859375 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -121406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -121410.484375 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -121410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -121416.804688 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -121416.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -121424.078125 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -121424.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -121432.093750 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -121432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121438.648438 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -121438.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -121441.984375 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -121442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -121443.460938 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -121443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -121447.562500 Penalty: 2393.683594
	Iteration 18F: 3 clusters Score -121447.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121475.406250 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -121475.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -121522.570312 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -121522.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -121539.039062 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -121539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -121550.484375 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -121550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -121560.203125 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -121560.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -121562.414062 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -121562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -121563.015625 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -121563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121564.414062 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -121564.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121566.703125 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -121566.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121566.976562 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -121567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121567.828125 Penalty: 2393.683594
	Iteration 29Q: 3 clusters Score -121567.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121567.828125 Penalty: 2393.683594
	Iteration 30F: 3 clusters Score -121567.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Entering Unmasked Estep 
Score: -184847.265625 Penalty: 1242.687744
	Iteration 0F: 2 clusters Score -184847.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -182687.984375 Penalty: 2485.375488
	Iteration 0F: 3 clusters Score -182688 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -183175.734375 Penalty: 2485.375488
	Iteration 1F: 3 clusters Score -183175.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -183274.640625 Penalty: 2485.375488
	Iteration 2F: 3 clusters Score -183274.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -183331.046875 Penalty: 2485.375488
	Iteration 3Q: 3 clusters Score -183331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -183353.656250 Penalty: 2485.375488
	Iteration 4Q: 3 clusters Score -183353.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -183378.546875 Penalty: 2485.375488
	Iteration 5Q: 3 clusters Score -183378.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -183403.890625 Penalty: 2485.375488
	Iteration 6Q: 3 clusters Score -183403.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -183430.093750 Penalty: 2485.375488
	Iteration 7Q: 3 clusters Score -183430.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -183455.921875 Penalty: 2485.375488
	Iteration 8Q: 3 clusters Score -183455.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -183465.703125 Penalty: 2485.375488
	Iteration 9Q: 3 clusters Score -183465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -183471.781250 Penalty: 2485.375488
	Iteration 10Q: 3 clusters Score -183471.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -183479.515625 Penalty: 2485.375488
	Iteration 11Q: 3 clusters Score -183479.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -183484.328125 Penalty: 2485.375488
	Iteration 12Q: 3 clusters Score -183484.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183488.625000 Penalty: 2485.375488
	Iteration 13Q: 3 clusters Score -183488.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183489.843750 Penalty: 2485.375488
	Iteration 14Q: 3 clusters Score -183489.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -183491.703125 Penalty: 2485.375488
	Iteration 15Q: 3 clusters Score -183491.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -183492.312500 Penalty: 2485.375488
	Iteration 16Q: 3 clusters Score -183492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183493.484375 Penalty: 2485.375488
	Iteration 17Q: 3 clusters Score -183493.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -183493.265625 Penalty: 2485.375488
	Iteration 18Q: 3 clusters Score -183493.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -183493.984375 Penalty: 2485.375488
	Iteration 19Q: 3 clusters Score -183494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -183494.390625 Penalty: 2485.375488
	Iteration 20F: 3 clusters Score -183494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -183494.781250 Penalty: 2485.375488
	Iteration 21Q: 3 clusters Score -183494.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -183495.968750 Penalty: 2485.375488
	Iteration 22Q: 3 clusters Score -183496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -183497.093750 Penalty: 2485.375488
	Iteration 23Q: 3 clusters Score -183497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -183498.828125 Penalty: 2485.375488
	Iteration 24Q: 3 clusters Score -183498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -183501.687500 Penalty: 2485.375488
	Iteration 25Q: 3 clusters Score -183501.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -183505.437500 Penalty: 2485.375488
	Iteration 26Q: 3 clusters Score -183505.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -183507.000000 Penalty: 2485.375488
	Iteration 27Q: 3 clusters Score -183507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -183508.734375 Penalty: 2485.375488
	Iteration 28Q: 3 clusters Score -183508.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -183509.953125 Penalty: 2485.375488
	Iteration 29Q: 3 clusters Score -183510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -183511.203125 Penalty: 2485.375488
	Iteration 30Q: 3 clusters Score -183511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -183512.578125 Penalty: 2485.375488
	Iteration 31Q: 3 clusters Score -183512.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -183514.578125 Penalty: 2485.375488
	Iteration 32Q: 3 clusters Score -183514.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -183516.781250 Penalty: 2485.375488
	Iteration 33Q: 3 clusters Score -183516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183518.828125 Penalty: 2485.375488
	Iteration 34Q: 3 clusters Score -183518.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -183520.046875 Penalty: 2485.375488
	Iteration 35Q: 3 clusters Score -183520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -183521.515625 Penalty: 2485.375488
	Iteration 36Q: 3 clusters Score -183521.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -183523.062500 Penalty: 2485.375488
	Iteration 37Q: 3 clusters Score -183523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -183523.328125 Penalty: 2485.375488
	Iteration 38Q: 3 clusters Score -183523.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -183523.328125 Penalty: 2485.375488
	Iteration 39F: 3 clusters Score -183523.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Entering Unmasked Estep 
Score: -1052666.625000 Penalty: 1524.482788
	Iteration 0F: 2 clusters Score -1052667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1044323.125000 Penalty: 3048.965576
	Iteration 0F: 3 clusters Score -1044323 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1047157.687500 Penalty: 3048.965576
	Iteration 1F: 3 clusters Score -1047158 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1047414.812500 Penalty: 3048.965576
	Iteration 2F: 3 clusters Score -1047415 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1047634.375000 Penalty: 3048.965576
	Iteration 3Q: 3 clusters Score -1047634 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1047875.625000 Penalty: 3048.965576
	Iteration 4Q: 3 clusters Score -1047876 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1048144.750000 Penalty: 3048.965576
	Iteration 5Q: 3 clusters Score -1048145 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1048430.187500 Penalty: 3048.965576
	Iteration 6Q: 3 clusters Score -1048430 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1048764.500000 Penalty: 3048.965576
	Iteration 7Q: 3 clusters Score -1048764 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1049112.875000 Penalty: 3048.965576
	Iteration 8Q: 3 clusters Score -1049113 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1049431.875000 Penalty: 3048.965576
	Iteration 9Q: 3 clusters Score -1049432 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1049692.125000 Penalty: 3048.965576
	Iteration 10Q: 3 clusters Score -1049692 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1049854.250000 Penalty: 3048.965576
	Iteration 11Q: 3 clusters Score -1049854 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1049966.250000 Penalty: 3048.965576
	Iteration 12Q: 3 clusters Score -1049966 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1050061.500000 Penalty: 3048.965576
	Iteration 13Q: 3 clusters Score -1050062 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1050147.625000 Penalty: 3048.965576
	Iteration 14Q: 3 clusters Score -1050148 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1050233.000000 Penalty: 3048.965576
	Iteration 15Q: 3 clusters Score -1050233 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1050330.000000 Penalty: 3048.965576
	Iteration 16Q: 3 clusters Score -1050330 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1050461.125000 Penalty: 3048.965576
	Iteration 17Q: 3 clusters Score -1050461 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1050626.125000 Penalty: 3048.965576
	Iteration 18Q: 3 clusters Score -1050626 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1050860.500000 Penalty: 3048.965576
	Iteration 19Q: 3 clusters Score -1050860 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1051179.875000 Penalty: 3048.965576
	Iteration 20F: 3 clusters Score -1051180 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1051492.500000 Penalty: 3048.965576
	Iteration 21Q: 3 clusters Score -1051492 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1051714.750000 Penalty: 3048.965576
	Iteration 22Q: 3 clusters Score -1051715 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1051896.625000 Penalty: 3048.965576
	Iteration 23Q: 3 clusters Score -1051897 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1052019.625000 Penalty: 3048.965576
	Iteration 24Q: 3 clusters Score -1052020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1052102.375000 Penalty: 3048.965576
	Iteration 25Q: 3 clusters Score -1052102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1052155.500000 Penalty: 3048.965576
	Iteration 26Q: 3 clusters Score -1052156 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1052186.000000 Penalty: 3048.965576
	Iteration 27Q: 3 clusters Score -1052186 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1052214.125000 Penalty: 3048.965576
	Iteration 28Q: 3 clusters Score -1052214 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1052226.375000 Penalty: 3048.965576
	Iteration 29Q: 3 clusters Score -1052226 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1052237.375000 Penalty: 3048.965576
	Iteration 30Q: 3 clusters Score -1052237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1052244.375000 Penalty: 3048.965576
	Iteration 31Q: 3 clusters Score -1052244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1052249.875000 Penalty: 3048.965576
	Iteration 32Q: 3 clusters Score -1052250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1052252.625000 Penalty: 3048.965576
	Iteration 33Q: 3 clusters Score -1052253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1052257.000000 Penalty: 3048.965576
	Iteration 34Q: 3 clusters Score -1052257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1052257.000000 Penalty: 3048.965576
	Iteration 35Q: 3 clusters Score -1052257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1052263.375000 Penalty: 3048.965576
	Iteration 36Q: 3 clusters Score -1052263 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1052266.000000 Penalty: 3048.965576
	Iteration 37Q: 3 clusters Score -1052266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1052268.625000 Penalty: 3048.965576
	Iteration 38Q: 3 clusters Score -1052269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1052272.250000 Penalty: 3048.965576
	Iteration 39Q: 3 clusters Score -1052272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1052275.500000 Penalty: 3048.965576
	Iteration 40F: 3 clusters Score -1052276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1052279.000000 Penalty: 3048.965576
	Iteration 41Q: 3 clusters Score -1052279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1052278.500000 Penalty: 3048.965576
	Iteration 42Q: 3 clusters Score -1052278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1052283.125000 Penalty: 3048.965576
	Iteration 43Q: 3 clusters Score -1052283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1052285.500000 Penalty: 3048.965576
	Iteration 44Q: 3 clusters Score -1052286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -1052283.750000 Penalty: 3048.965576
	Iteration 45Q: 3 clusters Score -1052284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1052282.250000 Penalty: 3048.965576
	Iteration 46Q: 3 clusters Score -1052282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1052282.125000 Penalty: 3048.965576
	Iteration 47Q: 3 clusters Score -1052282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1052282.750000 Penalty: 3048.965576
	Iteration 48Q: 3 clusters Score -1052283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1052282.750000 Penalty: 3048.965576
	Iteration 49F: 3 clusters Score -1052283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -243479.625000 Penalty: 1291.842041
	Iteration 0F: 2 clusters Score -243479.6 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 1384 members 
Entering Unmasked Estep 
Score: -240886.687500 Penalty: 2583.684082
	Iteration 0F: 3 clusters Score -240886.7 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -241670.312500 Penalty: 2583.684082
	Iteration 1F: 3 clusters Score -241670.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -241881.984375 Penalty: 2583.684082
	Iteration 2F: 3 clusters Score -241882 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -241986.859375 Penalty: 2583.684082
	Iteration 3F: 3 clusters Score -241986.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -242067.953125 Penalty: 2583.684082
	Iteration 4Q: 3 clusters Score -242068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -242129.359375 Penalty: 2583.684082
	Iteration 5Q: 3 clusters Score -242129.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -242187.093750 Penalty: 2583.684082
	Iteration 6Q: 3 clusters Score -242187.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -242235.265625 Penalty: 2583.684082
	Iteration 7Q: 3 clusters Score -242235.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -242273.609375 Penalty: 2583.684082
	Iteration 8Q: 3 clusters Score -242273.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -242309.343750 Penalty: 2583.684082
	Iteration 9Q: 3 clusters Score -242309.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -242343.031250 Penalty: 2583.684082
	Iteration 10Q: 3 clusters Score -242343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -242372.890625 Penalty: 2583.684082
	Iteration 11Q: 3 clusters Score -242372.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -242402.531250 Penalty: 2583.684082
	Iteration 12Q: 3 clusters Score -242402.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -242419.140625 Penalty: 2583.684082
	Iteration 13Q: 3 clusters Score -242419.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -242433.687500 Penalty: 2583.684082
	Iteration 14Q: 3 clusters Score -242433.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -242442.718750 Penalty: 2583.684082
	Iteration 15Q: 3 clusters Score -242442.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -242450.125000 Penalty: 2583.684082
	Iteration 16Q: 3 clusters Score -242450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -242455.015625 Penalty: 2583.684082
	Iteration 17Q: 3 clusters Score -242455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -242458.859375 Penalty: 2583.684082
	Iteration 18Q: 3 clusters Score -242458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -242462.765625 Penalty: 2583.684082
	Iteration 19Q: 3 clusters Score -242462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -242468.500000 Penalty: 2583.684082
	Iteration 20F: 3 clusters Score -242468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -242476.687500 Penalty: 2583.684082
	Iteration 21Q: 3 clusters Score -242476.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -242483.062500 Penalty: 2583.684082
	Iteration 22Q: 3 clusters Score -242483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -242485.312500 Penalty: 2583.684082
	Iteration 23Q: 3 clusters Score -242485.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -242486.656250 Penalty: 2583.684082
	Iteration 24Q: 3 clusters Score -242486.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -242491.281250 Penalty: 2583.684082
	Iteration 25Q: 3 clusters Score -242491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -242495.796875 Penalty: 2583.684082
	Iteration 26Q: 3 clusters Score -242495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -242497.234375 Penalty: 2583.684082
	Iteration 27Q: 3 clusters Score -242497.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -242499.437500 Penalty: 2583.684082
	Iteration 28Q: 3 clusters Score -242499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -242502.671875 Penalty: 2583.684082
	Iteration 29Q: 3 clusters Score -242502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -242504.484375 Penalty: 2583.684082
	Iteration 30Q: 3 clusters Score -242504.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -242506.421875 Penalty: 2583.684082
	Iteration 31Q: 3 clusters Score -242506.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -242508.453125 Penalty: 2583.684082
	Iteration 32Q: 3 clusters Score -242508.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -242512.343750 Penalty: 2583.684082
	Iteration 33Q: 3 clusters Score -242512.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -242516.640625 Penalty: 2583.684082
	Iteration 34Q: 3 clusters Score -242516.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -242521.687500 Penalty: 2583.684082
	Iteration 35Q: 3 clusters Score -242521.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -242528.156250 Penalty: 2583.684082
	Iteration 36Q: 3 clusters Score -242528.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -242533.515625 Penalty: 2583.684082
	Iteration 37Q: 3 clusters Score -242533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -242538.281250 Penalty: 2583.684082
	Iteration 38Q: 3 clusters Score -242538.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -242542.187500 Penalty: 2583.684082
	Iteration 39Q: 3 clusters Score -242542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -242545.812500 Penalty: 2583.684082
	Iteration 40F: 3 clusters Score -242545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -242548.843750 Penalty: 2583.684082
	Iteration 41Q: 3 clusters Score -242548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -242551.218750 Penalty: 2583.684082
	Iteration 42Q: 3 clusters Score -242551.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -242553.859375 Penalty: 2583.684082
	Iteration 43Q: 3 clusters Score -242553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -242557.687500 Penalty: 2583.684082
	Iteration 44Q: 3 clusters Score -242557.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -242563.734375 Penalty: 2583.684082
	Iteration 45Q: 3 clusters Score -242563.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -242568.781250 Penalty: 2583.684082
	Iteration 46Q: 3 clusters Score -242568.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -242573.343750 Penalty: 2583.684082
	Iteration 47Q: 3 clusters Score -242573.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -242576.125000 Penalty: 2583.684082
	Iteration 48Q: 3 clusters Score -242576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -242575.953125 Penalty: 2583.684082
	Iteration 49Q: 3 clusters Score -242576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -242575.953125 Penalty: 2583.684082
	Iteration 50F: 3 clusters Score -242576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -603322.562500 Penalty: 1430.727173
	Iteration 0F: 2 clusters Score -603322.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -598290.312500 Penalty: 2861.454346
	Iteration 0F: 3 clusters Score -598290.3 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -599843.687500 Penalty: 2861.454346
	Iteration 1F: 3 clusters Score -599843.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -600141.937500 Penalty: 2861.454346
	Iteration 2F: 3 clusters Score -600141.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -600411.750000 Penalty: 2861.454346
	Iteration 3F: 3 clusters Score -600411.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -600655.125000 Penalty: 2861.454346
	Iteration 4F: 3 clusters Score -600655.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -600922.812500 Penalty: 2861.454346
	Iteration 5F: 3 clusters Score -600922.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -601185.437500 Penalty: 2861.454346
	Iteration 6Q: 3 clusters Score -601185.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -601402.875000 Penalty: 2861.454346
	Iteration 7Q: 3 clusters Score -601402.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -601588.812500 Penalty: 2861.454346
	Iteration 8Q: 3 clusters Score -601588.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -601711.750000 Penalty: 2861.454346
	Iteration 9Q: 3 clusters Score -601711.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -601799.937500 Penalty: 2861.454346
	Iteration 10Q: 3 clusters Score -601799.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -601856.437500 Penalty: 2861.454346
	Iteration 11Q: 3 clusters Score -601856.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -601912.875000 Penalty: 2861.454346
	Iteration 12Q: 3 clusters Score -601912.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -601971.500000 Penalty: 2861.454346
	Iteration 13Q: 3 clusters Score -601971.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -602003.250000 Penalty: 2861.454346
	Iteration 14Q: 3 clusters Score -602003.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -602022.250000 Penalty: 2861.454346
	Iteration 15Q: 3 clusters Score -602022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -602041.187500 Penalty: 2861.454346
	Iteration 16Q: 3 clusters Score -602041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -602050.687500 Penalty: 2861.454346
	Iteration 17Q: 3 clusters Score -602050.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -602058.750000 Penalty: 2861.454346
	Iteration 18Q: 3 clusters Score -602058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -602064.000000 Penalty: 2861.454346
	Iteration 19Q: 3 clusters Score -602064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -602068.125000 Penalty: 2861.454346
	Iteration 20F: 3 clusters Score -602068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -602074.375000 Penalty: 2861.454346
	Iteration 21Q: 3 clusters Score -602074.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -602080.187500 Penalty: 2861.454346
	Iteration 22Q: 3 clusters Score -602080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -602081.187500 Penalty: 2861.454346
	Iteration 23Q: 3 clusters Score -602081.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -602084.312500 Penalty: 2861.454346
	Iteration 24Q: 3 clusters Score -602084.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -602087.250000 Penalty: 2861.454346
	Iteration 25Q: 3 clusters Score -602087.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -602087.750000 Penalty: 2861.454346
	Iteration 26Q: 3 clusters Score -602087.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -602087.750000 Penalty: 2861.454346
	Iteration 27F: 3 clusters Score -602087.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Entering Unmasked Estep 
Score: -213820.078125 Penalty: 1268.257202
	Iteration 0F: 2 clusters Score -213820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -211458.406250 Penalty: 2536.514404
	Iteration 0F: 3 clusters Score -211458.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -212034.390625 Penalty: 2536.514404
	Iteration 1F: 3 clusters Score -212034.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -212194.890625 Penalty: 2536.514404
	Iteration 2F: 3 clusters Score -212194.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -212276.562500 Penalty: 2536.514404
	Iteration 3F: 3 clusters Score -212276.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -212341.031250 Penalty: 2536.514404
	Iteration 4Q: 3 clusters Score -212341 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -212397.953125 Penalty: 2536.514404
	Iteration 5Q: 3 clusters Score -212398 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -212454.031250 Penalty: 2536.514404
	Iteration 6Q: 3 clusters Score -212454 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -212493.140625 Penalty: 2536.514404
	Iteration 7Q: 3 clusters Score -212493.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -212528.906250 Penalty: 2536.514404
	Iteration 8Q: 3 clusters Score -212528.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -212579.187500 Penalty: 2536.514404
	Iteration 9Q: 3 clusters Score -212579.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -212619.625000 Penalty: 2536.514404
	Iteration 10Q: 3 clusters Score -212619.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -212645.781250 Penalty: 2536.514404
	Iteration 11Q: 3 clusters Score -212645.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -212667.343750 Penalty: 2536.514404
	Iteration 12Q: 3 clusters Score -212667.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -212686.953125 Penalty: 2536.514404
	Iteration 13Q: 3 clusters Score -212687 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -212699.515625 Penalty: 2536.514404
	Iteration 14Q: 3 clusters Score -212699.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -212710.421875 Penalty: 2536.514404
	Iteration 15Q: 3 clusters Score -212710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -212724.765625 Penalty: 2536.514404
	Iteration 16Q: 3 clusters Score -212724.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -212730.750000 Penalty: 2536.514404
	Iteration 17Q: 3 clusters Score -212730.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -212734.781250 Penalty: 2536.514404
	Iteration 18Q: 3 clusters Score -212734.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -212740.484375 Penalty: 2536.514404
	Iteration 19Q: 3 clusters Score -212740.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -212743.453125 Penalty: 2536.514404
	Iteration 20F: 3 clusters Score -212743.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -212746.406250 Penalty: 2536.514404
	Iteration 21Q: 3 clusters Score -212746.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -212749.437500 Penalty: 2536.514404
	Iteration 22Q: 3 clusters Score -212749.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -212752.234375 Penalty: 2536.514404
	Iteration 23Q: 3 clusters Score -212752.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -212755.234375 Penalty: 2536.514404
	Iteration 24Q: 3 clusters Score -212755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -212760.468750 Penalty: 2536.514404
	Iteration 25Q: 3 clusters Score -212760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -212767.828125 Penalty: 2536.514404
	Iteration 26Q: 3 clusters Score -212767.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212771.796875 Penalty: 2536.514404
	Iteration 27Q: 3 clusters Score -212771.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -212774.828125 Penalty: 2536.514404
	Iteration 28Q: 3 clusters Score -212774.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -212780.203125 Penalty: 2536.514404
	Iteration 29Q: 3 clusters Score -212780.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -212783.781250 Penalty: 2536.514404
	Iteration 30Q: 3 clusters Score -212783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -212785.406250 Penalty: 2536.514404
	Iteration 31Q: 3 clusters Score -212785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -212786.156250 Penalty: 2536.514404
	Iteration 32Q: 3 clusters Score -212786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -212787.968750 Penalty: 2536.514404
	Iteration 33Q: 3 clusters Score -212788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -212789.734375 Penalty: 2536.514404
	Iteration 34Q: 3 clusters Score -212789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -212790.812500 Penalty: 2536.514404
	Iteration 35Q: 3 clusters Score -212790.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -212790.812500 Penalty: 2536.514404
	Iteration 36F: 3 clusters Score -212790.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -459814.718750 Penalty: 1391.817383
	Iteration 0F: 2 clusters Score -459814.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -455679.250000 Penalty: 2783.634766
	Iteration 0F: 3 clusters Score -455679.2 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -456851.750000 Penalty: 2783.634766
	Iteration 1F: 3 clusters Score -456851.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -457056.750000 Penalty: 2783.634766
	Iteration 2F: 3 clusters Score -457056.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -457215.218750 Penalty: 2783.634766
	Iteration 3F: 3 clusters Score -457215.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -457357.718750 Penalty: 2783.634766
	Iteration 4F: 3 clusters Score -457357.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -457480.843750 Penalty: 2783.634766
	Iteration 5Q: 3 clusters Score -457480.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -457587.406250 Penalty: 2783.634766
	Iteration 6Q: 3 clusters Score -457587.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -457705.875000 Penalty: 2783.634766
	Iteration 7Q: 3 clusters Score -457705.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -457806.937500 Penalty: 2783.634766
	Iteration 8Q: 3 clusters Score -457806.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -457898.218750 Penalty: 2783.634766
	Iteration 9Q: 3 clusters Score -457898.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -458004.843750 Penalty: 2783.634766
	Iteration 10Q: 3 clusters Score -458004.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -458095.500000 Penalty: 2783.634766
	Iteration 11Q: 3 clusters Score -458095.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -458195.687500 Penalty: 2783.634766
	Iteration 12Q: 3 clusters Score -458195.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -458277.343750 Penalty: 2783.634766
	Iteration 13Q: 3 clusters Score -458277.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -458346.750000 Penalty: 2783.634766
	Iteration 14Q: 3 clusters Score -458346.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -458401.187500 Penalty: 2783.634766
	Iteration 15Q: 3 clusters Score -458401.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -458439.156250 Penalty: 2783.634766
	Iteration 16Q: 3 clusters Score -458439.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -458468.687500 Penalty: 2783.634766
	Iteration 17Q: 3 clusters Score -458468.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -458490.312500 Penalty: 2783.634766
	Iteration 18Q: 3 clusters Score -458490.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -458515.125000 Penalty: 2783.634766
	Iteration 19Q: 3 clusters Score -458515.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -458534.218750 Penalty: 2783.634766
	Iteration 20F: 3 clusters Score -458534.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -458554.468750 Penalty: 2783.634766
	Iteration 21Q: 3 clusters Score -458554.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -458569.250000 Penalty: 2783.634766
	Iteration 22Q: 3 clusters Score -458569.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -458577.781250 Penalty: 2783.634766
	Iteration 23Q: 3 clusters Score -458577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -458586.812500 Penalty: 2783.634766
	Iteration 24Q: 3 clusters Score -458586.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -458595.937500 Penalty: 2783.634766
	Iteration 25Q: 3 clusters Score -458595.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -458600.218750 Penalty: 2783.634766
	Iteration 26Q: 3 clusters Score -458600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -458603.500000 Penalty: 2783.634766
	Iteration 27Q: 3 clusters Score -458603.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -458604.468750 Penalty: 2783.634766
	Iteration 28Q: 3 clusters Score -458604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -458605.531250 Penalty: 2783.634766
	Iteration 29Q: 3 clusters Score -458605.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -458605.531250 Penalty: 2783.634766
	Iteration 30F: 3 clusters Score -458605.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -111642.343750 Penalty: 1156.940796
	Iteration 0F: 2 clusters Score -111642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110055.148438 Penalty: 2313.881592
	Iteration 0F: 3 clusters Score -110055.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110331.398438 Penalty: 2313.881592
	Iteration 1F: 3 clusters Score -110331.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -110388.257812 Penalty: 2313.881592
	Iteration 2F: 3 clusters Score -110388.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110423.164062 Penalty: 2313.881592
	Iteration 3Q: 3 clusters Score -110423.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -110452.890625 Penalty: 2313.881592
	Iteration 4Q: 3 clusters Score -110452.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110472.234375 Penalty: 2313.881592
	Iteration 5Q: 3 clusters Score -110472.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110489.734375 Penalty: 2313.881592
	Iteration 6Q: 3 clusters Score -110489.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -110501.765625 Penalty: 2313.881592
	Iteration 7Q: 3 clusters Score -110501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -110512.242188 Penalty: 2313.881592
	Iteration 8Q: 3 clusters Score -110512.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110523.507812 Penalty: 2313.881592
	Iteration 9Q: 3 clusters Score -110523.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -110532.515625 Penalty: 2313.881592
	Iteration 10Q: 3 clusters Score -110532.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110541.898438 Penalty: 2313.881592
	Iteration 11Q: 3 clusters Score -110541.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110555.531250 Penalty: 2313.881592
	Iteration 12Q: 3 clusters Score -110555.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110570.218750 Penalty: 2313.881592
	Iteration 13Q: 3 clusters Score -110570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110579.000000 Penalty: 2313.881592
	Iteration 14Q: 3 clusters Score -110579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110586.757812 Penalty: 2313.881592
	Iteration 15Q: 3 clusters Score -110586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110597.789062 Penalty: 2313.881592
	Iteration 16Q: 3 clusters Score -110597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110616.617188 Penalty: 2313.881592
	Iteration 17Q: 3 clusters Score -110616.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110629.156250 Penalty: 2313.881592
	Iteration 18Q: 3 clusters Score -110629.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110636.765625 Penalty: 2313.881592
	Iteration 19Q: 3 clusters Score -110636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110649.257812 Penalty: 2313.881592
	Iteration 20F: 3 clusters Score -110649.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110657.695312 Penalty: 2313.881592
	Iteration 21Q: 3 clusters Score -110657.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110665.789062 Penalty: 2313.881592
	Iteration 22Q: 3 clusters Score -110665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -110677.289062 Penalty: 2313.881592
	Iteration 23Q: 3 clusters Score -110677.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110692.515625 Penalty: 2313.881592
	Iteration 24Q: 3 clusters Score -110692.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110722.710938 Penalty: 2313.881592
	Iteration 25Q: 3 clusters Score -110722.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110751.257812 Penalty: 2313.881592
	Iteration 26Q: 3 clusters Score -110751.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110781.710938 Penalty: 2313.881592
	Iteration 27Q: 3 clusters Score -110781.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110807.437500 Penalty: 2313.881592
	Iteration 28Q: 3 clusters Score -110807.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110821.335938 Penalty: 2313.881592
	Iteration 29Q: 3 clusters Score -110821.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -110830.570312 Penalty: 2313.881592
	Iteration 30Q: 3 clusters Score -110830.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -110834.679688 Penalty: 2313.881592
	Iteration 31Q: 3 clusters Score -110834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110835.132812 Penalty: 2313.881592
	Iteration 32Q: 3 clusters Score -110835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -110836.265625 Penalty: 2313.881592
	Iteration 33Q: 3 clusters Score -110836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -110838.031250 Penalty: 2313.881592
	Iteration 34Q: 3 clusters Score -110838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -110839.921875 Penalty: 2313.881592
	Iteration 35Q: 3 clusters Score -110839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110842.851562 Penalty: 2313.881592
	Iteration 36Q: 3 clusters Score -110842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110846.179688 Penalty: 2313.881592
	Iteration 37Q: 3 clusters Score -110846.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110849.226562 Penalty: 2313.881592
	Iteration 38Q: 3 clusters Score -110849.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110850.648438 Penalty: 2313.881592
	Iteration 39Q: 3 clusters Score -110850.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110853.968750 Penalty: 2313.881592
	Iteration 40F: 3 clusters Score -110854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -110856.007812 Penalty: 2313.881592
	Iteration 41Q: 3 clusters Score -110856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110856.945312 Penalty: 2313.881592
	Iteration 42Q: 3 clusters Score -110856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110860.117188 Penalty: 2313.881592
	Iteration 43Q: 3 clusters Score -110860.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -110862.906250 Penalty: 2313.881592
	Iteration 44Q: 3 clusters Score -110862.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -110868.429688 Penalty: 2313.881592
	Iteration 45Q: 3 clusters Score -110868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110870.937500 Penalty: 2313.881592
	Iteration 46Q: 3 clusters Score -110870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110871.304688 Penalty: 2313.881592
	Iteration 47Q: 3 clusters Score -110871.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -110871.304688 Penalty: 2313.881592
	Iteration 48F: 3 clusters Score -110871.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -123439.945312 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -123439.9 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 711 members 
Entering Unmasked Estep 
Score: -121712.875000 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -121712.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -122048.968750 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -122049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -122129.054688 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -122129.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -122184.164062 Penalty: 2355.532715
	Iteration 3Q: 3 clusters Score -122184.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122216.570312 Penalty: 2355.532715
	Iteration 4Q: 3 clusters Score -122216.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122243.179688 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -122243.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -122249.718750 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -122249.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -122260.570312 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -122260.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122269.531250 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -122269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -122277.929688 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -122277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -122287.140625 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -122287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122306.164062 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -122306.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122319.710938 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -122319.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -122329.054688 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -122329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -122338.687500 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -122338.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -122346.023438 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -122346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122355.617188 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -122355.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -122362.367188 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -122362.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122368.226562 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -122368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -122372.023438 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -122372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122374.468750 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -122374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122377.671875 Penalty: 2355.532715
	Iteration 21Q: 3 clusters Score -122377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122380.578125 Penalty: 2355.532715
	Iteration 22Q: 3 clusters Score -122380.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -122383.351562 Penalty: 2355.532715
	Iteration 23Q: 3 clusters Score -122383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -122387.562500 Penalty: 2355.532715
	Iteration 24Q: 3 clusters Score -122387.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -122391.304688 Penalty: 2355.532715
	Iteration 25Q: 3 clusters Score -122391.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -122395.976562 Penalty: 2355.532715
	Iteration 26Q: 3 clusters Score -122396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -122403.031250 Penalty: 2355.532715
	Iteration 27Q: 3 clusters Score -122403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -122408.703125 Penalty: 2355.532715
	Iteration 28Q: 3 clusters Score -122408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -122416.687500 Penalty: 2355.532715
	Iteration 29Q: 3 clusters Score -122416.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -122424.085938 Penalty: 2355.532715
	Iteration 30Q: 3 clusters Score -122424.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -122429.984375 Penalty: 2355.532715
	Iteration 31Q: 3 clusters Score -122430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -122433.882812 Penalty: 2355.532715
	Iteration 32Q: 3 clusters Score -122433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -122438.203125 Penalty: 2355.532715
	Iteration 33Q: 3 clusters Score -122438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -122449.804688 Penalty: 2355.532715
	Iteration 34Q: 3 clusters Score -122449.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -122464.437500 Penalty: 2355.532715
	Iteration 35Q: 3 clusters Score -122464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -122479.273438 Penalty: 2355.532715
	Iteration 36Q: 3 clusters Score -122479.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -122497.968750 Penalty: 2355.532715
	Iteration 37Q: 3 clusters Score -122498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -122511.867188 Penalty: 2355.532715
	Iteration 38Q: 3 clusters Score -122511.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -122529.289062 Penalty: 2355.532715
	Iteration 39Q: 3 clusters Score -122529.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122544.835938 Penalty: 2355.532715
	Iteration 40F: 3 clusters Score -122544.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -122556.085938 Penalty: 2355.532715
	Iteration 41Q: 3 clusters Score -122556.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122572.445312 Penalty: 2355.532715
	Iteration 42Q: 3 clusters Score -122572.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122586.382812 Penalty: 2355.532715
	Iteration 43Q: 3 clusters Score -122586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -122609.867188 Penalty: 2355.532715
	Iteration 44Q: 3 clusters Score -122609.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -122639.593750 Penalty: 2355.532715
	Iteration 45Q: 3 clusters Score -122639.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -122656.406250 Penalty: 2355.532715
	Iteration 46Q: 3 clusters Score -122656.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -122675.062500 Penalty: 2355.532715
	Iteration 47Q: 3 clusters Score -122675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -122689.000000 Penalty: 2355.532715
	Iteration 48Q: 3 clusters Score -122689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -122700.203125 Penalty: 2355.532715
	Iteration 49Q: 3 clusters Score -122700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -122709.406250 Penalty: 2355.532715
	Iteration 50Q: 3 clusters Score -122709.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -122724.148438 Penalty: 2355.532715
	Iteration 51Q: 3 clusters Score -122724.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -122734.960938 Penalty: 2355.532715
	Iteration 52Q: 3 clusters Score -122735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -122742.179688 Penalty: 2355.532715
	Iteration 53Q: 3 clusters Score -122742.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -122750.578125 Penalty: 2355.532715
	Iteration 54Q: 3 clusters Score -122750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -122757.898438 Penalty: 2355.532715
	Iteration 55Q: 3 clusters Score -122757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -122764.195312 Penalty: 2355.532715
	Iteration 56Q: 3 clusters Score -122764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -122769.789062 Penalty: 2355.532715
	Iteration 57Q: 3 clusters Score -122769.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122773.687500 Penalty: 2355.532715
	Iteration 58Q: 3 clusters Score -122773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122775.507812 Penalty: 2355.532715
	Iteration 59Q: 3 clusters Score -122775.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -122777.046875 Penalty: 2355.532715
	Iteration 60F: 3 clusters Score -122777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122778.796875 Penalty: 2355.532715
	Iteration 61Q: 3 clusters Score -122778.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122781.476562 Penalty: 2355.532715
	Iteration 62Q: 3 clusters Score -122781.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122785.562500 Penalty: 2355.532715
	Iteration 63Q: 3 clusters Score -122785.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122790.070312 Penalty: 2355.532715
	Iteration 64Q: 3 clusters Score -122790.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -122792.515625 Penalty: 2355.532715
	Iteration 65Q: 3 clusters Score -122792.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122795.515625 Penalty: 2355.532715
	Iteration 66Q: 3 clusters Score -122795.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122797.523438 Penalty: 2355.532715
	Iteration 67Q: 3 clusters Score -122797.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -122799.640625 Penalty: 2355.532715
	Iteration 68Q: 3 clusters Score -122799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -122799.968750 Penalty: 2355.532715
	Iteration 69Q: 3 clusters Score -122800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -122801.132812 Penalty: 2355.532715
	Iteration 70Q: 3 clusters Score -122801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -122801.773438 Penalty: 2355.532715
	Iteration 71Q: 3 clusters Score -122801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -122802.085938 Penalty: 2355.532715
	Iteration 72Q: 3 clusters Score -122802.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -122802.765625 Penalty: 2355.532715
	Iteration 73Q: 3 clusters Score -122802.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -122803.500000 Penalty: 2355.532715
	Iteration 74Q: 3 clusters Score -122803.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -122803.875000 Penalty: 2355.532715
	Iteration 75Q: 3 clusters Score -122803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -122804.734375 Penalty: 2355.532715
	Iteration 76Q: 3 clusters Score -122804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -122804.828125 Penalty: 2355.532715
	Iteration 77Q: 3 clusters Score -122804.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122805.046875 Penalty: 2355.532715
	Iteration 78Q: 3 clusters Score -122805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -122805.046875 Penalty: 2355.532715
	Iteration 79F: 3 clusters Score -122805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (21403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Entering Unmasked Estep 
Score: -1934772.625000 Penalty: 1620.334106
	Iteration 0F: 2 clusters Score -1934773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1920194.875000 Penalty: 3240.668213
	Iteration 0F: 3 clusters Score -1920195 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1925429.125000 Penalty: 3240.668213
	Iteration 1F: 3 clusters Score -1925429 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -1925785.000000 Penalty: 3240.668213
	Iteration 2Q: 3 clusters Score -1925785 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1926121.000000 Penalty: 3240.668213
	Iteration 3Q: 3 clusters Score -1926121 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1926455.750000 Penalty: 3240.668213
	Iteration 4Q: 3 clusters Score -1926456 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1926870.750000 Penalty: 3240.668213
	Iteration 5Q: 3 clusters Score -1926871 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -1927423.500000 Penalty: 3240.668213
	Iteration 6Q: 3 clusters Score -1927424 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1928123.875000 Penalty: 3240.668213
	Iteration 7F: 3 clusters Score -1928124 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1928974.250000 Penalty: 3240.668213
	Iteration 8F: 3 clusters Score -1928974 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -1929894.625000 Penalty: 3240.668213
	Iteration 9F: 3 clusters Score -1929895 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -1930787.375000 Penalty: 3240.668213
	Iteration 10F: 3 clusters Score -1930787 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1931504.000000 Penalty: 3240.668213
	Iteration 11Q: 3 clusters Score -1931504 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -1932034.500000 Penalty: 3240.668213
	Iteration 12Q: 3 clusters Score -1932034 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1932438.625000 Penalty: 3240.668213
	Iteration 13Q: 3 clusters Score -1932439 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -1932728.500000 Penalty: 3240.668213
	Iteration 14Q: 3 clusters Score -1932728 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1932923.125000 Penalty: 3240.668213
	Iteration 15Q: 3 clusters Score -1932923 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -1933076.750000 Penalty: 3240.668213
	Iteration 16Q: 3 clusters Score -1933077 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -1933183.000000 Penalty: 3240.668213
	Iteration 17Q: 3 clusters Score -1933183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -1933247.125000 Penalty: 3240.668213
	Iteration 18Q: 3 clusters Score -1933247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -1933291.750000 Penalty: 3240.668213
	Iteration 19Q: 3 clusters Score -1933292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -1933325.375000 Penalty: 3240.668213
	Iteration 20F: 3 clusters Score -1933325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1933350.000000 Penalty: 3240.668213
	Iteration 21Q: 3 clusters Score -1933350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -1933362.875000 Penalty: 3240.668213
	Iteration 22Q: 3 clusters Score -1933363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -1933375.875000 Penalty: 3240.668213
	Iteration 23Q: 3 clusters Score -1933376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1933387.750000 Penalty: 3240.668213
	Iteration 24Q: 3 clusters Score -1933388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -1933395.125000 Penalty: 3240.668213
	Iteration 25Q: 3 clusters Score -1933395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -1933403.375000 Penalty: 3240.668213
	Iteration 26Q: 3 clusters Score -1933403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -1933411.375000 Penalty: 3240.668213
	Iteration 27Q: 3 clusters Score -1933411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 20902 members 
Entering Unmasked Estep 
Score: -1933415.375000 Penalty: 3240.668213
	Iteration 28Q: 3 clusters Score -1933415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -1933419.500000 Penalty: 3240.668213
	Iteration 29Q: 3 clusters Score -1933420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -1933418.875000 Penalty: 3240.668213
	Iteration 30Q: 3 clusters Score -1933419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -1933422.000000 Penalty: 3240.668213
	Iteration 31Q: 3 clusters Score -1933422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1933426.875000 Penalty: 3240.668213
	Iteration 32Q: 3 clusters Score -1933427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -1933432.375000 Penalty: 3240.668213
	Iteration 33Q: 3 clusters Score -1933432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1933433.750000 Penalty: 3240.668213
	Iteration 34Q: 3 clusters Score -1933434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1933433.750000 Penalty: 3240.668213
	Iteration 35Q: 3 clusters Score -1933434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1933432.000000 Penalty: 3240.668213
	Iteration 36Q: 3 clusters Score -1933432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -1933436.125000 Penalty: 3240.668213
	Iteration 37Q: 3 clusters Score -1933436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -1933437.750000 Penalty: 3240.668213
	Iteration 38Q: 3 clusters Score -1933438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -1933438.000000 Penalty: 3240.668213
	Iteration 39Q: 3 clusters Score -1933438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -1933442.250000 Penalty: 3240.668213
	Iteration 40F: 3 clusters Score -1933442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1933445.625000 Penalty: 3240.668213
	Iteration 41Q: 3 clusters Score -1933446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -1933448.500000 Penalty: 3240.668213
	Iteration 42Q: 3 clusters Score -1933448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -1933453.375000 Penalty: 3240.668213
	Iteration 43Q: 3 clusters Score -1933453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -1933457.375000 Penalty: 3240.668213
	Iteration 44Q: 3 clusters Score -1933457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -1933456.625000 Penalty: 3240.668213
	Iteration 45Q: 3 clusters Score -1933457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -1933458.250000 Penalty: 3240.668213
	Iteration 46Q: 3 clusters Score -1933458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1933458.125000 Penalty: 3240.668213
	Iteration 47Q: 3 clusters Score -1933458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -1933458.125000 Penalty: 3240.668213
	Iteration 48F: 3 clusters Score -1933458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 67194 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18529 members 
Mstep: Class 8 contains 13175 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34272 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 15 contains 28671 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811960.000000 Penalty: 50978.894531
Iteration 159Q: 26 clusters Score -2.481196e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 67197 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18523 members 
Mstep: Class 8 contains 13174 members 
Mstep: Class 9 contains 6456 members 
Mstep: Class 10 contains 3490 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34276 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 15 contains 28693 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811930.000000 Penalty: 50978.894531
Iteration 160F: 26 clusters Score -2.481193e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 67201 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18516 members 
Mstep: Class 8 contains 13171 members 
Mstep: Class 9 contains 6455 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34278 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28714 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11866 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1236 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811946.000000 Penalty: 50978.894531
Iteration 161Q: 26 clusters Score -2.481195e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 67206 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18513 members 
Mstep: Class 8 contains 13169 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3494 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34282 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 15 contains 28736 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11865 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811950.000000 Penalty: 50978.894531
Iteration 162Q: 26 clusters Score -2.481195e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 67208 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18509 members 
Mstep: Class 8 contains 13168 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34288 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 28753 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11865 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811956.000000 Penalty: 50978.894531
Iteration 163Q: 26 clusters Score -2.481196e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 67212 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18505 members 
Mstep: Class 8 contains 13163 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34292 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 28757 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11865 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811986.000000 Penalty: 50978.894531
Iteration 164Q: 26 clusters Score -2.481199e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 67218 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 13160 members 
Mstep: Class 9 contains 6454 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34298 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 28757 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11864 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811994.000000 Penalty: 50978.894531
Iteration 165Q: 26 clusters Score -2.481199e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 67224 members 
Mstep: Class 3 contains 13096 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 13157 members 
Mstep: Class 9 contains 6453 members 
Mstep: Class 10 contains 3496 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34302 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 28761 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11863 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812036.000000 Penalty: 50978.894531
Iteration 166Q: 26 clusters Score -2.481204e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 67229 members 
Mstep: Class 3 contains 13094 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 8 contains 13154 members 
Mstep: Class 9 contains 6452 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34303 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812060.000000 Penalty: 50978.894531
Iteration 167Q: 26 clusters Score -2.481206e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 67235 members 
Mstep: Class 3 contains 13095 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18495 members 
Mstep: Class 8 contains 13157 members 
Mstep: Class 9 contains 6448 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34302 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28771 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812044.000000 Penalty: 50978.894531
Iteration 168Q: 26 clusters Score -2.481204e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 67239 members 
Mstep: Class 3 contains 13092 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18495 members 
Mstep: Class 8 contains 13154 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 3497 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34303 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 28775 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 2835 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812082.000000 Penalty: 50978.894531
Iteration 169Q: 26 clusters Score -2.481208e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 13088 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18495 members 
Mstep: Class 8 contains 13149 members 
Mstep: Class 9 contains 6446 members 
Mstep: Class 10 contains 3498 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34303 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28785 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2834 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812100.000000 Penalty: 50978.894531
Iteration 170Q: 26 clusters Score -2.48121e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 67264 members 
Mstep: Class 3 contains 13083 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18495 members 
Mstep: Class 8 contains 13147 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 34300 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 28788 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812106.000000 Penalty: 50978.894531
Iteration 171Q: 26 clusters Score -2.481211e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 67274 members 
Mstep: Class 3 contains 13079 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18496 members 
Mstep: Class 8 contains 13146 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 34298 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 28790 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 21015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812108.000000 Penalty: 50978.894531
Iteration 172Q: 26 clusters Score -2.481211e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 67282 members 
Mstep: Class 3 contains 13078 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 13148 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 34292 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28794 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812126.000000 Penalty: 50978.894531
Iteration 173Q: 26 clusters Score -2.481213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 67288 members 
Mstep: Class 3 contains 13074 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 13148 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34291 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28798 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812120.000000 Penalty: 50978.894531
Iteration 174Q: 26 clusters Score -2.481212e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 67295 members 
Mstep: Class 3 contains 13072 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18499 members 
Mstep: Class 8 contains 13145 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34291 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28801 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812160.000000 Penalty: 50978.894531
Iteration 175Q: 26 clusters Score -2.481216e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 67303 members 
Mstep: Class 3 contains 13065 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34293 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28803 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812132.000000 Penalty: 50978.894531
Iteration 176Q: 26 clusters Score -2.481213e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 67307 members 
Mstep: Class 3 contains 13059 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18501 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34294 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28804 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812106.000000 Penalty: 50978.894531
Iteration 177Q: 26 clusters Score -2.481211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 67308 members 
Mstep: Class 3 contains 13056 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18502 members 
Mstep: Class 8 contains 13144 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34297 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 28805 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812112.000000 Penalty: 50978.894531
Iteration 178Q: 26 clusters Score -2.481211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 67310 members 
Mstep: Class 3 contains 13057 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18502 members 
Mstep: Class 8 contains 13140 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34301 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 28810 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812098.000000 Penalty: 50978.894531
Iteration 179Q: 26 clusters Score -2.48121e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 67316 members 
Mstep: Class 3 contains 13054 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18501 members 
Mstep: Class 8 contains 13138 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 34301 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812054.000000 Penalty: 50978.894531
Iteration 180F: 26 clusters Score -2.481205e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 67320 members 
Mstep: Class 3 contains 13054 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2595 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18498 members 
Mstep: Class 8 contains 13135 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34303 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28812 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812090.000000 Penalty: 50978.894531
Iteration 181Q: 26 clusters Score -2.481209e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 67326 members 
Mstep: Class 3 contains 13058 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 2596 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 8 contains 13126 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34305 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28814 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11858 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812096.000000 Penalty: 50978.894531
Iteration 182Q: 26 clusters Score -2.48121e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 67328 members 
Mstep: Class 3 contains 13057 members 
Mstep: Class 4 contains 4736 members 
Mstep: Class 5 contains 2598 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18498 members 
Mstep: Class 8 contains 13124 members 
Mstep: Class 9 contains 6445 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34307 members 
Mstep: Class 13 contains 5720 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28815 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812088.000000 Penalty: 50978.894531
Iteration 183Q: 26 clusters Score -2.481209e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 67336 members 
Mstep: Class 3 contains 13057 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18495 members 
Mstep: Class 8 contains 13119 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3499 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34307 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28818 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812076.000000 Penalty: 50978.894531
Iteration 184Q: 26 clusters Score -2.481208e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 67342 members 
Mstep: Class 3 contains 13056 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18494 members 
Mstep: Class 8 contains 13115 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34311 members 
Mstep: Class 13 contains 5716 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28820 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812084.000000 Penalty: 50978.894531
Iteration 185Q: 26 clusters Score -2.481208e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 67348 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 4739 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18491 members 
Mstep: Class 8 contains 13114 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3500 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34313 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 28822 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812122.000000 Penalty: 50978.894531
Iteration 186Q: 26 clusters Score -2.481212e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 67350 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18488 members 
Mstep: Class 8 contains 13111 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3502 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34317 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 28829 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2828 members 
Mstep: Class 20 contains 6665 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812134.000000 Penalty: 50978.894531
Iteration 187Q: 26 clusters Score -2.481213e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 67353 members 
Mstep: Class 3 contains 13049 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18486 members 
Mstep: Class 8 contains 13110 members 
Mstep: Class 9 contains 6443 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34314 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 28833 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812158.000000 Penalty: 50978.894531
Iteration 188Q: 26 clusters Score -2.481216e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 67356 members 
Mstep: Class 3 contains 13048 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18489 members 
Mstep: Class 8 contains 13107 members 
Mstep: Class 9 contains 6442 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34315 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 28836 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2833 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812202.000000 Penalty: 50978.894531
Iteration 189Q: 26 clusters Score -2.48122e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 67359 members 
Mstep: Class 3 contains 13048 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18493 members 
Mstep: Class 8 contains 13106 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34316 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28839 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812170.000000 Penalty: 50978.894531
Iteration 190Q: 26 clusters Score -2.481217e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 67362 members 
Mstep: Class 3 contains 13047 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18497 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34320 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3489 members 
Mstep: Class 15 contains 28842 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812154.000000 Penalty: 50978.894531
Iteration 191Q: 26 clusters Score -2.481215e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 67372 members 
Mstep: Class 3 contains 13043 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 13100 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34323 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28853 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6663 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1234 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812126.000000 Penalty: 50978.894531
Iteration 192Q: 26 clusters Score -2.481213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 67384 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18502 members 
Mstep: Class 8 contains 13097 members 
Mstep: Class 9 contains 6440 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34322 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28860 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1233 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812176.000000 Penalty: 50978.894531
Iteration 193Q: 26 clusters Score -2.481218e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 67391 members 
Mstep: Class 3 contains 13040 members 
Mstep: Class 4 contains 4742 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18509 members 
Mstep: Class 8 contains 13095 members 
Mstep: Class 9 contains 6439 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34325 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28864 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812166.000000 Penalty: 50978.894531
Iteration 194Q: 26 clusters Score -2.481217e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 67400 members 
Mstep: Class 3 contains 13039 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18510 members 
Mstep: Class 8 contains 13096 members 
Mstep: Class 9 contains 6438 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34326 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11860 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812130.000000 Penalty: 50978.894531
Iteration 195Q: 26 clusters Score -2.481213e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 67406 members 
Mstep: Class 3 contains 13038 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18513 members 
Mstep: Class 8 contains 13094 members 
Mstep: Class 9 contains 6436 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34326 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11861 members 
Mstep: Class 19 contains 2832 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1231 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812132.000000 Penalty: 50978.894531
Iteration 196Q: 26 clusters Score -2.481213e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 67404 members 
Mstep: Class 3 contains 13037 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18516 members 
Mstep: Class 8 contains 13096 members 
Mstep: Class 9 contains 6433 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34330 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2830 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812120.000000 Penalty: 50978.894531
Iteration 197Q: 26 clusters Score -2.481212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 67407 members 
Mstep: Class 3 contains 13039 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18515 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 6430 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34327 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28862 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6661 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 20210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812090.000000 Penalty: 50978.894531
Iteration 198Q: 26 clusters Score -2.481209e+07 nChanged 43
Entering ConstructFrom: 
Score: -24812090.000000 Penalty: 50978.894531
Entering ConstructFrom: 
Trying to split cluster 1 (18221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Entering Unmasked Estep 
Score: -1699693.250000 Penalty: 1594.178711
	Iteration 0F: 2 clusters Score -1699693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1687165.000000 Penalty: 3188.357422
	Iteration 0F: 3 clusters Score -1687165 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1691748.125000 Penalty: 3188.357422
	Iteration 1F: 3 clusters Score -1691748 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1692100.000000 Penalty: 3188.357422
	Iteration 2F: 3 clusters Score -1692100 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1692384.250000 Penalty: 3188.357422
	Iteration 3Q: 3 clusters Score -1692384 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1692624.875000 Penalty: 3188.357422
	Iteration 4Q: 3 clusters Score -1692625 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1692887.750000 Penalty: 3188.357422
	Iteration 5Q: 3 clusters Score -1692888 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1693227.000000 Penalty: 3188.357422
	Iteration 6Q: 3 clusters Score -1693227 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1693658.375000 Penalty: 3188.357422
	Iteration 7Q: 3 clusters Score -1693658 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -1694157.000000 Penalty: 3188.357422
	Iteration 8Q: 3 clusters Score -1694157 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1694665.625000 Penalty: 3188.357422
	Iteration 9Q: 3 clusters Score -1694666 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1695193.500000 Penalty: 3188.357422
	Iteration 10Q: 3 clusters Score -1695194 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1695632.875000 Penalty: 3188.357422
	Iteration 11Q: 3 clusters Score -1695633 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1695986.875000 Penalty: 3188.357422
	Iteration 12Q: 3 clusters Score -1695987 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -1696237.625000 Penalty: 3188.357422
	Iteration 13Q: 3 clusters Score -1696238 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1696446.500000 Penalty: 3188.357422
	Iteration 14Q: 3 clusters Score -1696446 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1696622.500000 Penalty: 3188.357422
	Iteration 15Q: 3 clusters Score -1696622 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1696797.500000 Penalty: 3188.357422
	Iteration 16Q: 3 clusters Score -1696798 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1696945.500000 Penalty: 3188.357422
	Iteration 17Q: 3 clusters Score -1696946 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1697074.875000 Penalty: 3188.357422
	Iteration 18Q: 3 clusters Score -1697075 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1697175.625000 Penalty: 3188.357422
	Iteration 19Q: 3 clusters Score -1697176 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1697235.625000 Penalty: 3188.357422
	Iteration 20F: 3 clusters Score -1697236 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -1697291.750000 Penalty: 3188.357422
	Iteration 21Q: 3 clusters Score -1697292 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1697326.375000 Penalty: 3188.357422
	Iteration 22Q: 3 clusters Score -1697326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1697358.125000 Penalty: 3188.357422
	Iteration 23Q: 3 clusters Score -1697358 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -1697389.250000 Penalty: 3188.357422
	Iteration 24Q: 3 clusters Score -1697389 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -1697413.500000 Penalty: 3188.357422
	Iteration 25Q: 3 clusters Score -1697414 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1697445.625000 Penalty: 3188.357422
	Iteration 26Q: 3 clusters Score -1697446 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1697462.375000 Penalty: 3188.357422
	Iteration 27Q: 3 clusters Score -1697462 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -1697482.375000 Penalty: 3188.357422
	Iteration 28Q: 3 clusters Score -1697482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1697499.250000 Penalty: 3188.357422
	Iteration 29Q: 3 clusters Score -1697499 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1697512.125000 Penalty: 3188.357422
	Iteration 30Q: 3 clusters Score -1697512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1697530.625000 Penalty: 3188.357422
	Iteration 31Q: 3 clusters Score -1697531 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1697550.875000 Penalty: 3188.357422
	Iteration 32Q: 3 clusters Score -1697551 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -1697575.500000 Penalty: 3188.357422
	Iteration 33Q: 3 clusters Score -1697576 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -1697602.125000 Penalty: 3188.357422
	Iteration 34Q: 3 clusters Score -1697602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1697636.750000 Penalty: 3188.357422
	Iteration 35Q: 3 clusters Score -1697637 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1697671.000000 Penalty: 3188.357422
	Iteration 36Q: 3 clusters Score -1697671 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -1697712.750000 Penalty: 3188.357422
	Iteration 37Q: 3 clusters Score -1697713 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -1697749.375000 Penalty: 3188.357422
	Iteration 38Q: 3 clusters Score -1697749 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1697778.625000 Penalty: 3188.357422
	Iteration 39Q: 3 clusters Score -1697779 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -1697822.125000 Penalty: 3188.357422
	Iteration 40F: 3 clusters Score -1697822 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -1697851.125000 Penalty: 3188.357422
	Iteration 41Q: 3 clusters Score -1697851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1697876.625000 Penalty: 3188.357422
	Iteration 42Q: 3 clusters Score -1697877 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1697907.250000 Penalty: 3188.357422
	Iteration 43Q: 3 clusters Score -1697907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1697927.625000 Penalty: 3188.357422
	Iteration 44Q: 3 clusters Score -1697928 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1697951.625000 Penalty: 3188.357422
	Iteration 45Q: 3 clusters Score -1697952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1697973.375000 Penalty: 3188.357422
	Iteration 46Q: 3 clusters Score -1697973 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -1697987.500000 Penalty: 3188.357422
	Iteration 47Q: 3 clusters Score -1697988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1698015.875000 Penalty: 3188.357422
	Iteration 48Q: 3 clusters Score -1698016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1698040.500000 Penalty: 3188.357422
	Iteration 49Q: 3 clusters Score -1698040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1698067.500000 Penalty: 3188.357422
	Iteration 50Q: 3 clusters Score -1698068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1698090.750000 Penalty: 3188.357422
	Iteration 51Q: 3 clusters Score -1698091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -1698105.125000 Penalty: 3188.357422
	Iteration 52Q: 3 clusters Score -1698105 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1698131.625000 Penalty: 3188.357422
	Iteration 53Q: 3 clusters Score -1698132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -1698154.625000 Penalty: 3188.357422
	Iteration 54Q: 3 clusters Score -1698155 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -1698169.250000 Penalty: 3188.357422
	Iteration 55Q: 3 clusters Score -1698169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1698185.750000 Penalty: 3188.357422
	Iteration 56Q: 3 clusters Score -1698186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1698198.625000 Penalty: 3188.357422
	Iteration 57Q: 3 clusters Score -1698199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1698208.875000 Penalty: 3188.357422
	Iteration 58Q: 3 clusters Score -1698209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -1698215.750000 Penalty: 3188.357422
	Iteration 59Q: 3 clusters Score -1698216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1698228.125000 Penalty: 3188.357422
	Iteration 60F: 3 clusters Score -1698228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -1698237.875000 Penalty: 3188.357422
	Iteration 61Q: 3 clusters Score -1698238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -1698239.500000 Penalty: 3188.357422
	Iteration 62Q: 3 clusters Score -1698240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1698242.875000 Penalty: 3188.357422
	Iteration 63Q: 3 clusters Score -1698243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -1698247.000000 Penalty: 3188.357422
	Iteration 64Q: 3 clusters Score -1698247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -1698247.125000 Penalty: 3188.357422
	Iteration 65Q: 3 clusters Score -1698247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1698248.500000 Penalty: 3188.357422
	Iteration 66Q: 3 clusters Score -1698248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -1698249.375000 Penalty: 3188.357422
	Iteration 67Q: 3 clusters Score -1698249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -1698251.625000 Penalty: 3188.357422
	Iteration 68Q: 3 clusters Score -1698252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -1698254.375000 Penalty: 3188.357422
	Iteration 69Q: 3 clusters Score -1698254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1698257.625000 Penalty: 3188.357422
	Iteration 70Q: 3 clusters Score -1698258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -1698259.500000 Penalty: 3188.357422
	Iteration 71Q: 3 clusters Score -1698260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -1698260.875000 Penalty: 3188.357422
	Iteration 72Q: 3 clusters Score -1698261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1698265.125000 Penalty: 3188.357422
	Iteration 73Q: 3 clusters Score -1698265 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1698267.250000 Penalty: 3188.357422
	Iteration 74Q: 3 clusters Score -1698267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -1698271.750000 Penalty: 3188.357422
	Iteration 75Q: 3 clusters Score -1698272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1698276.125000 Penalty: 3188.357422
	Iteration 76Q: 3 clusters Score -1698276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1698281.250000 Penalty: 3188.357422
	Iteration 77Q: 3 clusters Score -1698281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1698280.875000 Penalty: 3188.357422
	Iteration 78Q: 3 clusters Score -1698281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1698288.125000 Penalty: 3188.357422
	Iteration 79Q: 3 clusters Score -1698288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -1698291.625000 Penalty: 3188.357422
	Iteration 80F: 3 clusters Score -1698292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1698295.875000 Penalty: 3188.357422
	Iteration 81Q: 3 clusters Score -1698296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -1698297.125000 Penalty: 3188.357422
	Iteration 82Q: 3 clusters Score -1698297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -1698296.125000 Penalty: 3188.357422
	Iteration 83Q: 3 clusters Score -1698296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -1698298.500000 Penalty: 3188.357422
	Iteration 84Q: 3 clusters Score -1698298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -1698302.500000 Penalty: 3188.357422
	Iteration 85Q: 3 clusters Score -1698302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -1698305.500000 Penalty: 3188.357422
	Iteration 86Q: 3 clusters Score -1698306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1698309.375000 Penalty: 3188.357422
	Iteration 87Q: 3 clusters Score -1698309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -1698311.875000 Penalty: 3188.357422
	Iteration 88Q: 3 clusters Score -1698312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1698314.875000 Penalty: 3188.357422
	Iteration 89Q: 3 clusters Score -1698315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -1698314.500000 Penalty: 3188.357422
	Iteration 90Q: 3 clusters Score -1698314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1698314.250000 Penalty: 3188.357422
	Iteration 91Q: 3 clusters Score -1698314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -1698319.250000 Penalty: 3188.357422
	Iteration 92Q: 3 clusters Score -1698319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -1698322.000000 Penalty: 3188.357422
	Iteration 93Q: 3 clusters Score -1698322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -1698323.000000 Penalty: 3188.357422
	Iteration 94Q: 3 clusters Score -1698323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1698323.000000 Penalty: 3188.357422
	Iteration 95Q: 3 clusters Score -1698323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -1698324.250000 Penalty: 3188.357422
	Iteration 96Q: 3 clusters Score -1698324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -1698326.625000 Penalty: 3188.357422
	Iteration 97Q: 3 clusters Score -1698327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1698328.250000 Penalty: 3188.357422
	Iteration 98Q: 3 clusters Score -1698328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -1698329.125000 Penalty: 3188.357422
	Iteration 99Q: 3 clusters Score -1698329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -1698331.375000 Penalty: 3188.357422
	Iteration 100F: 3 clusters Score -1698331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -1698333.625000 Penalty: 3188.357422
	Iteration 101Q: 3 clusters Score -1698334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1698335.625000 Penalty: 3188.357422
	Iteration 102Q: 3 clusters Score -1698336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -1698337.375000 Penalty: 3188.357422
	Iteration 103Q: 3 clusters Score -1698337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1698337.000000 Penalty: 3188.357422
	Iteration 104Q: 3 clusters Score -1698337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -1698337.000000 Penalty: 3188.357422
	Iteration 105F: 3 clusters Score -1698337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67408 members 
Entering Unmasked Estep 
Score: -6256367.000000 Penalty: 1806.759277
	Iteration 0F: 2 clusters Score -6256367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -6211586.500000 Penalty: 3613.518555
	Iteration 0F: 3 clusters Score -6211586 nChanged 32049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6229622.000000 Penalty: 3613.518555
	Iteration 1F: 3 clusters Score -6229622 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33213 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6230115.500000 Penalty: 3613.518555
	Iteration 2Q: 3 clusters Score -6230116 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6230644.500000 Penalty: 3613.518555
	Iteration 3Q: 3 clusters Score -6230644 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -6231239.000000 Penalty: 3613.518555
	Iteration 4Q: 3 clusters Score -6231239 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 35829 members 
Entering Unmasked Estep 
Score: -6231934.500000 Penalty: 3613.518555
	Iteration 5Q: 3 clusters Score -6231934 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6232953.500000 Penalty: 3613.518555
	Iteration 6Q: 3 clusters Score -6232954 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -6234094.500000 Penalty: 3613.518555
	Iteration 7Q: 3 clusters Score -6234094 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -6235591.000000 Penalty: 3613.518555
	Iteration 8Q: 3 clusters Score -6235591 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -6237754.500000 Penalty: 3613.518555
	Iteration 9F: 3 clusters Score -6237754 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -6240456.000000 Penalty: 3613.518555
	Iteration 10F: 3 clusters Score -6240456 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6243249.500000 Penalty: 3613.518555
	Iteration 11F: 3 clusters Score -6243250 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -6245511.000000 Penalty: 3613.518555
	Iteration 12Q: 3 clusters Score -6245511 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 51063 members 
Entering Unmasked Estep 
Score: -6246791.000000 Penalty: 3613.518555
	Iteration 13Q: 3 clusters Score -6246791 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 52096 members 
Entering Unmasked Estep 
Score: -6247430.000000 Penalty: 3613.518555
	Iteration 14Q: 3 clusters Score -6247430 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 53014 members 
Entering Unmasked Estep 
Score: -6247821.000000 Penalty: 3613.518555
	Iteration 15Q: 3 clusters Score -6247821 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6248149.000000 Penalty: 3613.518555
	Iteration 16Q: 3 clusters Score -6248149 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 54821 members 
Entering Unmasked Estep 
Score: -6248494.500000 Penalty: 3613.518555
	Iteration 17Q: 3 clusters Score -6248494 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6248867.500000 Penalty: 3613.518555
	Iteration 18Q: 3 clusters Score -6248868 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -6249260.000000 Penalty: 3613.518555
	Iteration 19Q: 3 clusters Score -6249260 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 57714 members 
Entering Unmasked Estep 
Score: -6249590.000000 Penalty: 3613.518555
	Iteration 20F: 3 clusters Score -6249590 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -6249960.000000 Penalty: 3613.518555
	Iteration 21Q: 3 clusters Score -6249960 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -6250337.500000 Penalty: 3613.518555
	Iteration 22Q: 3 clusters Score -6250338 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 60378 members 
Entering Unmasked Estep 
Score: -6250757.500000 Penalty: 3613.518555
	Iteration 23Q: 3 clusters Score -6250758 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -6251120.000000 Penalty: 3613.518555
	Iteration 24Q: 3 clusters Score -6251120 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 62057 members 
Entering Unmasked Estep 
Score: -6251532.000000 Penalty: 3613.518555
	Iteration 25Q: 3 clusters Score -6251532 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 62830 members 
Entering Unmasked Estep 
Score: -6251962.000000 Penalty: 3613.518555
	Iteration 26Q: 3 clusters Score -6251962 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -6252354.000000 Penalty: 3613.518555
	Iteration 27Q: 3 clusters Score -6252354 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 64176 members 
Entering Unmasked Estep 
Score: -6252764.000000 Penalty: 3613.518555
	Iteration 28Q: 3 clusters Score -6252764 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 64711 members 
Entering Unmasked Estep 
Score: -6253116.500000 Penalty: 3613.518555
	Iteration 29Q: 3 clusters Score -6253116 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -6253483.500000 Penalty: 3613.518555
	Iteration 30Q: 3 clusters Score -6253484 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 65546 members 
Entering Unmasked Estep 
Score: -6253770.500000 Penalty: 3613.518555
	Iteration 31Q: 3 clusters Score -6253770 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 65852 members 
Entering Unmasked Estep 
Score: -6253996.000000 Penalty: 3613.518555
	Iteration 32Q: 3 clusters Score -6253996 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -6254189.000000 Penalty: 3613.518555
	Iteration 33Q: 3 clusters Score -6254189 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -6254319.000000 Penalty: 3613.518555
	Iteration 34Q: 3 clusters Score -6254319 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -6254408.500000 Penalty: 3613.518555
	Iteration 35Q: 3 clusters Score -6254408 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 66465 members 
Entering Unmasked Estep 
Score: -6254479.000000 Penalty: 3613.518555
	Iteration 36Q: 3 clusters Score -6254479 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 66533 members 
Entering Unmasked Estep 
Score: -6254536.500000 Penalty: 3613.518555
	Iteration 37Q: 3 clusters Score -6254536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66591 members 
Entering Unmasked Estep 
Score: -6254558.000000 Penalty: 3613.518555
	Iteration 38Q: 3 clusters Score -6254558 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 66635 members 
Entering Unmasked Estep 
Score: -6254599.500000 Penalty: 3613.518555
	Iteration 39Q: 3 clusters Score -6254600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 66670 members 
Entering Unmasked Estep 
Score: -6254633.000000 Penalty: 3613.518555
	Iteration 40F: 3 clusters Score -6254633 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 66707 members 
Entering Unmasked Estep 
Score: -6254676.000000 Penalty: 3613.518555
	Iteration 41Q: 3 clusters Score -6254676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -6254694.000000 Penalty: 3613.518555
	Iteration 42Q: 3 clusters Score -6254694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 66749 members 
Entering Unmasked Estep 
Score: -6254711.000000 Penalty: 3613.518555
	Iteration 43Q: 3 clusters Score -6254711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 66766 members 
Entering Unmasked Estep 
Score: -6254724.500000 Penalty: 3613.518555
	Iteration 44Q: 3 clusters Score -6254724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 66779 members 
Entering Unmasked Estep 
Score: -6254730.500000 Penalty: 3613.518555
	Iteration 45Q: 3 clusters Score -6254730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 66791 members 
Entering Unmasked Estep 
Score: -6254729.000000 Penalty: 3613.518555
	Iteration 46Q: 3 clusters Score -6254729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -6254734.500000 Penalty: 3613.518555
	Iteration 47Q: 3 clusters Score -6254734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 66801 members 
Entering Unmasked Estep 
Score: -6254737.000000 Penalty: 3613.518555
	Iteration 48Q: 3 clusters Score -6254737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -6254745.000000 Penalty: 3613.518555
	Iteration 49Q: 3 clusters Score -6254745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 66811 members 
Entering Unmasked Estep 
Score: -6254750.000000 Penalty: 3613.518555
	Iteration 50Q: 3 clusters Score -6254750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 66814 members 
Entering Unmasked Estep 
Score: -6254752.000000 Penalty: 3613.518555
	Iteration 51Q: 3 clusters Score -6254752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 66819 members 
Entering Unmasked Estep 
Score: -6254750.500000 Penalty: 3613.518555
	Iteration 52Q: 3 clusters Score -6254750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 66824 members 
Entering Unmasked Estep 
Score: -6254757.500000 Penalty: 3613.518555
	Iteration 53Q: 3 clusters Score -6254758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 66825 members 
Entering Unmasked Estep 
Score: -6254759.000000 Penalty: 3613.518555
	Iteration 54Q: 3 clusters Score -6254759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66826 members 
Entering Unmasked Estep 
Score: -6254755.500000 Penalty: 3613.518555
	Iteration 55Q: 3 clusters Score -6254756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 66828 members 
Entering Unmasked Estep 
Score: -6254761.500000 Penalty: 3613.518555
	Iteration 56Q: 3 clusters Score -6254762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -6254769.500000 Penalty: 3613.518555
	Iteration 57Q: 3 clusters Score -6254770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66833 members 
Entering Unmasked Estep 
Score: -6254763.500000 Penalty: 3613.518555
	Iteration 58Q: 3 clusters Score -6254764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -6254765.500000 Penalty: 3613.518555
	Iteration 59Q: 3 clusters Score -6254766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -6254767.500000 Penalty: 3613.518555
	Iteration 60F: 3 clusters Score -6254768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 66837 members 
Entering Unmasked Estep 
Score: -6254765.500000 Penalty: 3613.518555
	Iteration 61Q: 3 clusters Score -6254766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -6254762.500000 Penalty: 3613.518555
	Iteration 62Q: 3 clusters Score -6254762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -6254763.000000 Penalty: 3613.518555
	Iteration 63Q: 3 clusters Score -6254763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 66846 members 
Entering Unmasked Estep 
Score: -6254776.000000 Penalty: 3613.518555
	Iteration 64Q: 3 clusters Score -6254776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 66849 members 
Entering Unmasked Estep 
Score: -6254769.000000 Penalty: 3613.518555
	Iteration 65Q: 3 clusters Score -6254769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -6254771.500000 Penalty: 3613.518555
	Iteration 66Q: 3 clusters Score -6254772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 66850 members 
Entering Unmasked Estep 
Score: -6254771.500000 Penalty: 3613.518555
	Iteration 67F: 3 clusters Score -6254772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Entering Unmasked Estep 
Score: -1188084.125000 Penalty: 1539.801270
	Iteration 0F: 2 clusters Score -1188084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1179003.750000 Penalty: 3079.602539
	Iteration 0F: 3 clusters Score -1179004 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1182054.250000 Penalty: 3079.602539
	Iteration 1F: 3 clusters Score -1182054 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1182411.375000 Penalty: 3079.602539
	Iteration 2F: 3 clusters Score -1182411 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1182727.250000 Penalty: 3079.602539
	Iteration 3F: 3 clusters Score -1182727 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1183077.125000 Penalty: 3079.602539
	Iteration 4Q: 3 clusters Score -1183077 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1183562.875000 Penalty: 3079.602539
	Iteration 5F: 3 clusters Score -1183563 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1184189.000000 Penalty: 3079.602539
	Iteration 6F: 3 clusters Score -1184189 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1184875.250000 Penalty: 3079.602539
	Iteration 7F: 3 clusters Score -1184875 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1185577.750000 Penalty: 3079.602539
	Iteration 8F: 3 clusters Score -1185578 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1186216.125000 Penalty: 3079.602539
	Iteration 9F: 3 clusters Score -1186216 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1186718.875000 Penalty: 3079.602539
	Iteration 10Q: 3 clusters Score -1186719 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1187030.625000 Penalty: 3079.602539
	Iteration 11Q: 3 clusters Score -1187031 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1187189.125000 Penalty: 3079.602539
	Iteration 12Q: 3 clusters Score -1187189 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1187270.250000 Penalty: 3079.602539
	Iteration 13Q: 3 clusters Score -1187270 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1187330.875000 Penalty: 3079.602539
	Iteration 14Q: 3 clusters Score -1187331 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1187364.750000 Penalty: 3079.602539
	Iteration 15Q: 3 clusters Score -1187365 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1187392.750000 Penalty: 3079.602539
	Iteration 16Q: 3 clusters Score -1187393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1187426.875000 Penalty: 3079.602539
	Iteration 17Q: 3 clusters Score -1187427 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1187456.250000 Penalty: 3079.602539
	Iteration 18Q: 3 clusters Score -1187456 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1187480.625000 Penalty: 3079.602539
	Iteration 19Q: 3 clusters Score -1187481 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1187503.375000 Penalty: 3079.602539
	Iteration 20F: 3 clusters Score -1187503 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1187521.000000 Penalty: 3079.602539
	Iteration 21Q: 3 clusters Score -1187521 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1187535.500000 Penalty: 3079.602539
	Iteration 22Q: 3 clusters Score -1187536 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1187550.250000 Penalty: 3079.602539
	Iteration 23Q: 3 clusters Score -1187550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1187562.750000 Penalty: 3079.602539
	Iteration 24Q: 3 clusters Score -1187563 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1187575.000000 Penalty: 3079.602539
	Iteration 25Q: 3 clusters Score -1187575 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1187588.750000 Penalty: 3079.602539
	Iteration 26Q: 3 clusters Score -1187589 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1187599.000000 Penalty: 3079.602539
	Iteration 27Q: 3 clusters Score -1187599 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1187606.375000 Penalty: 3079.602539
	Iteration 28Q: 3 clusters Score -1187606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1187610.000000 Penalty: 3079.602539
	Iteration 29Q: 3 clusters Score -1187610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1187615.750000 Penalty: 3079.602539
	Iteration 30Q: 3 clusters Score -1187616 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1187618.125000 Penalty: 3079.602539
	Iteration 31Q: 3 clusters Score -1187618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1187631.125000 Penalty: 3079.602539
	Iteration 32Q: 3 clusters Score -1187631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1187637.000000 Penalty: 3079.602539
	Iteration 33Q: 3 clusters Score -1187637 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1187643.750000 Penalty: 3079.602539
	Iteration 34Q: 3 clusters Score -1187644 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1187652.000000 Penalty: 3079.602539
	Iteration 35Q: 3 clusters Score -1187652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1187652.250000 Penalty: 3079.602539
	Iteration 36Q: 3 clusters Score -1187652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1187651.500000 Penalty: 3079.602539
	Iteration 37Q: 3 clusters Score -1187652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1187651.375000 Penalty: 3079.602539
	Iteration 38Q: 3 clusters Score -1187651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1187655.250000 Penalty: 3079.602539
	Iteration 39Q: 3 clusters Score -1187655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1187661.375000 Penalty: 3079.602539
	Iteration 40F: 3 clusters Score -1187661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1187662.250000 Penalty: 3079.602539
	Iteration 41Q: 3 clusters Score -1187662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1187662.375000 Penalty: 3079.602539
	Iteration 42Q: 3 clusters Score -1187662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1187663.750000 Penalty: 3079.602539
	Iteration 43Q: 3 clusters Score -1187664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1187665.875000 Penalty: 3079.602539
	Iteration 44Q: 3 clusters Score -1187666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1187664.125000 Penalty: 3079.602539
	Iteration 45Q: 3 clusters Score -1187664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1187664.125000 Penalty: 3079.602539
	Iteration 46F: 3 clusters Score -1187664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Entering Unmasked Estep 
Score: -382985.187500 Penalty: 1375.503296
	Iteration 0F: 2 clusters Score -382985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -379222.156250 Penalty: 2751.006592
	Iteration 0F: 3 clusters Score -379222.2 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -380585.531250 Penalty: 2751.006592
	Iteration 1F: 3 clusters Score -380585.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -380997.531250 Penalty: 2751.006592
	Iteration 2F: 3 clusters Score -380997.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -381296.531250 Penalty: 2751.006592
	Iteration 3F: 3 clusters Score -381296.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -381507.937500 Penalty: 2751.006592
	Iteration 4F: 3 clusters Score -381507.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -381663.437500 Penalty: 2751.006592
	Iteration 5Q: 3 clusters Score -381663.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -381798.468750 Penalty: 2751.006592
	Iteration 6Q: 3 clusters Score -381798.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -381906.218750 Penalty: 2751.006592
	Iteration 7Q: 3 clusters Score -381906.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -381986.750000 Penalty: 2751.006592
	Iteration 8Q: 3 clusters Score -381986.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -382058.500000 Penalty: 2751.006592
	Iteration 9Q: 3 clusters Score -382058.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -382114.875000 Penalty: 2751.006592
	Iteration 10Q: 3 clusters Score -382114.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -382163.312500 Penalty: 2751.006592
	Iteration 11Q: 3 clusters Score -382163.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -382202.218750 Penalty: 2751.006592
	Iteration 12Q: 3 clusters Score -382202.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -382233.281250 Penalty: 2751.006592
	Iteration 13Q: 3 clusters Score -382233.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -382260.406250 Penalty: 2751.006592
	Iteration 14Q: 3 clusters Score -382260.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -382287.906250 Penalty: 2751.006592
	Iteration 15Q: 3 clusters Score -382287.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -382311.937500 Penalty: 2751.006592
	Iteration 16Q: 3 clusters Score -382311.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -382332.875000 Penalty: 2751.006592
	Iteration 17Q: 3 clusters Score -382332.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -382350.125000 Penalty: 2751.006592
	Iteration 18Q: 3 clusters Score -382350.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -382365.906250 Penalty: 2751.006592
	Iteration 19Q: 3 clusters Score -382365.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -382378.656250 Penalty: 2751.006592
	Iteration 20F: 3 clusters Score -382378.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -382385.781250 Penalty: 2751.006592
	Iteration 21Q: 3 clusters Score -382385.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -382393.875000 Penalty: 2751.006592
	Iteration 22Q: 3 clusters Score -382393.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -382400.562500 Penalty: 2751.006592
	Iteration 23Q: 3 clusters Score -382400.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -382411.718750 Penalty: 2751.006592
	Iteration 24Q: 3 clusters Score -382411.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -382423.875000 Penalty: 2751.006592
	Iteration 25Q: 3 clusters Score -382423.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -382440.281250 Penalty: 2751.006592
	Iteration 26Q: 3 clusters Score -382440.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -382462.312500 Penalty: 2751.006592
	Iteration 27Q: 3 clusters Score -382462.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -382477.750000 Penalty: 2751.006592
	Iteration 28Q: 3 clusters Score -382477.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -382495.437500 Penalty: 2751.006592
	Iteration 29Q: 3 clusters Score -382495.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -382514.468750 Penalty: 2751.006592
	Iteration 30Q: 3 clusters Score -382514.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -382533.031250 Penalty: 2751.006592
	Iteration 31Q: 3 clusters Score -382533 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -382548.812500 Penalty: 2751.006592
	Iteration 32Q: 3 clusters Score -382548.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -382561.750000 Penalty: 2751.006592
	Iteration 33Q: 3 clusters Score -382561.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -382575.937500 Penalty: 2751.006592
	Iteration 34Q: 3 clusters Score -382575.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -382589.125000 Penalty: 2751.006592
	Iteration 35Q: 3 clusters Score -382589.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -382602.218750 Penalty: 2751.006592
	Iteration 36Q: 3 clusters Score -382602.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -382613.750000 Penalty: 2751.006592
	Iteration 37Q: 3 clusters Score -382613.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -382620.812500 Penalty: 2751.006592
	Iteration 38Q: 3 clusters Score -382620.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -382628.562500 Penalty: 2751.006592
	Iteration 39Q: 3 clusters Score -382628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -382638.843750 Penalty: 2751.006592
	Iteration 40F: 3 clusters Score -382638.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -382650.125000 Penalty: 2751.006592
	Iteration 41Q: 3 clusters Score -382650.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -382660.906250 Penalty: 2751.006592
	Iteration 42Q: 3 clusters Score -382660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -382667.437500 Penalty: 2751.006592
	Iteration 43Q: 3 clusters Score -382667.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -382676.375000 Penalty: 2751.006592
	Iteration 44Q: 3 clusters Score -382676.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -382685.375000 Penalty: 2751.006592
	Iteration 45Q: 3 clusters Score -382685.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -382693.437500 Penalty: 2751.006592
	Iteration 46Q: 3 clusters Score -382693.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -382699.375000 Penalty: 2751.006592
	Iteration 47Q: 3 clusters Score -382699.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -382703.000000 Penalty: 2751.006592
	Iteration 48Q: 3 clusters Score -382703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -382706.562500 Penalty: 2751.006592
	Iteration 49Q: 3 clusters Score -382706.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -382709.375000 Penalty: 2751.006592
	Iteration 50Q: 3 clusters Score -382709.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -382710.250000 Penalty: 2751.006592
	Iteration 51Q: 3 clusters Score -382710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -382711.593750 Penalty: 2751.006592
	Iteration 52Q: 3 clusters Score -382711.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -382713.343750 Penalty: 2751.006592
	Iteration 53Q: 3 clusters Score -382713.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -382713.593750 Penalty: 2751.006592
	Iteration 54Q: 3 clusters Score -382713.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -382714.531250 Penalty: 2751.006592
	Iteration 55Q: 3 clusters Score -382714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -382714.781250 Penalty: 2751.006592
	Iteration 56Q: 3 clusters Score -382714.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -382714.781250 Penalty: 2751.006592
	Iteration 57F: 3 clusters Score -382714.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -234940.406250 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -234940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -232462.562500 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -232462.6 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -233028.281250 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -233028.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -233172.609375 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -233172.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -233260.265625 Penalty: 2555.936523
	Iteration 3F: 3 clusters Score -233260.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -233320.500000 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -233320.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -233375.265625 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -233375.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -233425.484375 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -233425.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -233463.671875 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -233463.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -233495.140625 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -233495.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -233514.984375 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -233515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -233528.218750 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -233528.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -233537.796875 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -233537.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -233546.156250 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -233546.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -233555.031250 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -233555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233563.640625 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -233563.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233571.281250 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -233571.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -233576.609375 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -233576.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -233581.578125 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -233581.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -233587.781250 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -233587.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -233594.281250 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -233594.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -233599.625000 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -233599.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -233604.703125 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -233604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233607.765625 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -233607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233611.484375 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -233611.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -233615.906250 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -233615.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -233621.500000 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -233621.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -233625.000000 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -233625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233629.046875 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -233629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -233631.156250 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -233631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -233632.640625 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -233632.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233633.484375 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -233633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -233634.171875 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -233634.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233634.078125 Penalty: 2555.936523
	Iteration 32Q: 3 clusters Score -233634.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233634.625000 Penalty: 2555.936523
	Iteration 33Q: 3 clusters Score -233634.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -233634.625000 Penalty: 2555.936523
	Iteration 34F: 3 clusters Score -233634.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Entering Unmasked Estep 
Score: -127880.000000 Penalty: 1191.084351
	Iteration 0F: 2 clusters Score -127880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -126086.601562 Penalty: 2382.168701
	Iteration 0F: 3 clusters Score -126086.6 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126447.062500 Penalty: 2382.168701
	Iteration 1F: 3 clusters Score -126447.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -126540.828125 Penalty: 2382.168701
	Iteration 2F: 3 clusters Score -126540.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126615.054688 Penalty: 2382.168701
	Iteration 3Q: 3 clusters Score -126615.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -126676.195312 Penalty: 2382.168701
	Iteration 4Q: 3 clusters Score -126676.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126713.062500 Penalty: 2382.168701
	Iteration 5Q: 3 clusters Score -126713.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -126732.945312 Penalty: 2382.168701
	Iteration 6Q: 3 clusters Score -126732.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126749.125000 Penalty: 2382.168701
	Iteration 7Q: 3 clusters Score -126749.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126760.843750 Penalty: 2382.168701
	Iteration 8Q: 3 clusters Score -126760.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -126782.328125 Penalty: 2382.168701
	Iteration 9Q: 3 clusters Score -126782.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126803.437500 Penalty: 2382.168701
	Iteration 10Q: 3 clusters Score -126803.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126816.656250 Penalty: 2382.168701
	Iteration 11Q: 3 clusters Score -126816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -126824.421875 Penalty: 2382.168701
	Iteration 12Q: 3 clusters Score -126824.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -126828.164062 Penalty: 2382.168701
	Iteration 13Q: 3 clusters Score -126828.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126832.898438 Penalty: 2382.168701
	Iteration 14Q: 3 clusters Score -126832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -126837.015625 Penalty: 2382.168701
	Iteration 15Q: 3 clusters Score -126837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -126839.578125 Penalty: 2382.168701
	Iteration 16Q: 3 clusters Score -126839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -126841.273438 Penalty: 2382.168701
	Iteration 17Q: 3 clusters Score -126841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126842.117188 Penalty: 2382.168701
	Iteration 18Q: 3 clusters Score -126842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126842.117188 Penalty: 2382.168701
	Iteration 19F: 3 clusters Score -126842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Entering Unmasked Estep 
Score: -1676561.750000 Penalty: 1596.779785
	Iteration 0F: 2 clusters Score -1676562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1663860.250000 Penalty: 3193.559570
	Iteration 0F: 3 clusters Score -1663860 nChanged 8371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1668416.875000 Penalty: 3193.559570
	Iteration 1F: 3 clusters Score -1668417 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1668849.000000 Penalty: 3193.559570
	Iteration 2F: 3 clusters Score -1668849 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1669300.875000 Penalty: 3193.559570
	Iteration 3F: 3 clusters Score -1669301 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1669861.750000 Penalty: 3193.559570
	Iteration 4F: 3 clusters Score -1669862 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1670538.000000 Penalty: 3193.559570
	Iteration 5F: 3 clusters Score -1670538 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1671390.875000 Penalty: 3193.559570
	Iteration 6F: 3 clusters Score -1671391 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1672399.500000 Penalty: 3193.559570
	Iteration 7F: 3 clusters Score -1672400 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1673303.375000 Penalty: 3193.559570
	Iteration 8F: 3 clusters Score -1673303 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1673983.375000 Penalty: 3193.559570
	Iteration 9Q: 3 clusters Score -1673983 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1674424.875000 Penalty: 3193.559570
	Iteration 10Q: 3 clusters Score -1674425 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1674743.125000 Penalty: 3193.559570
	Iteration 11Q: 3 clusters Score -1674743 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1674941.875000 Penalty: 3193.559570
	Iteration 12Q: 3 clusters Score -1674942 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1675077.250000 Penalty: 3193.559570
	Iteration 13Q: 3 clusters Score -1675077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1675145.000000 Penalty: 3193.559570
	Iteration 14Q: 3 clusters Score -1675145 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1675183.250000 Penalty: 3193.559570
	Iteration 15Q: 3 clusters Score -1675183 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1675206.750000 Penalty: 3193.559570
	Iteration 16Q: 3 clusters Score -1675207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1675227.000000 Penalty: 3193.559570
	Iteration 17Q: 3 clusters Score -1675227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1675246.125000 Penalty: 3193.559570
	Iteration 18Q: 3 clusters Score -1675246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1675261.875000 Penalty: 3193.559570
	Iteration 19Q: 3 clusters Score -1675262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1675276.500000 Penalty: 3193.559570
	Iteration 20F: 3 clusters Score -1675276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1675288.375000 Penalty: 3193.559570
	Iteration 21Q: 3 clusters Score -1675288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1675299.125000 Penalty: 3193.559570
	Iteration 22Q: 3 clusters Score -1675299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1675308.875000 Penalty: 3193.559570
	Iteration 23Q: 3 clusters Score -1675309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1675319.000000 Penalty: 3193.559570
	Iteration 24Q: 3 clusters Score -1675319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1675326.625000 Penalty: 3193.559570
	Iteration 25Q: 3 clusters Score -1675327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1675330.000000 Penalty: 3193.559570
	Iteration 26Q: 3 clusters Score -1675330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1675331.375000 Penalty: 3193.559570
	Iteration 27Q: 3 clusters Score -1675331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1675335.375000 Penalty: 3193.559570
	Iteration 28Q: 3 clusters Score -1675335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1675333.625000 Penalty: 3193.559570
	Iteration 29Q: 3 clusters Score -1675334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1675338.250000 Penalty: 3193.559570
	Iteration 30Q: 3 clusters Score -1675338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1675339.875000 Penalty: 3193.559570
	Iteration 31Q: 3 clusters Score -1675340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1675340.500000 Penalty: 3193.559570
	Iteration 32Q: 3 clusters Score -1675340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1675340.875000 Penalty: 3193.559570
	Iteration 33Q: 3 clusters Score -1675341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1675348.625000 Penalty: 3193.559570
	Iteration 34Q: 3 clusters Score -1675349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1675351.500000 Penalty: 3193.559570
	Iteration 35Q: 3 clusters Score -1675352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1675353.375000 Penalty: 3193.559570
	Iteration 36Q: 3 clusters Score -1675353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1675358.750000 Penalty: 3193.559570
	Iteration 37Q: 3 clusters Score -1675359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1675361.000000 Penalty: 3193.559570
	Iteration 38Q: 3 clusters Score -1675361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1675364.750000 Penalty: 3193.559570
	Iteration 39Q: 3 clusters Score -1675365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1675365.375000 Penalty: 3193.559570
	Iteration 40F: 3 clusters Score -1675365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (13093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Entering Unmasked Estep 
Score: -1161168.375000 Penalty: 1540.472778
	Iteration 0F: 2 clusters Score -1161168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1152048.375000 Penalty: 3080.945557
	Iteration 0F: 3 clusters Score -1152048 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1155255.125000 Penalty: 3080.945557
	Iteration 1F: 3 clusters Score -1155255 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1155690.250000 Penalty: 3080.945557
	Iteration 2F: 3 clusters Score -1155690 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1156213.125000 Penalty: 3080.945557
	Iteration 3F: 3 clusters Score -1156213 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1156810.250000 Penalty: 3080.945557
	Iteration 4F: 3 clusters Score -1156810 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1157427.625000 Penalty: 3080.945557
	Iteration 5F: 3 clusters Score -1157428 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1157964.000000 Penalty: 3080.945557
	Iteration 6F: 3 clusters Score -1157964 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1158500.875000 Penalty: 3080.945557
	Iteration 7F: 3 clusters Score -1158501 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1158969.375000 Penalty: 3080.945557
	Iteration 8Q: 3 clusters Score -1158969 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1159271.125000 Penalty: 3080.945557
	Iteration 9Q: 3 clusters Score -1159271 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1159486.125000 Penalty: 3080.945557
	Iteration 10Q: 3 clusters Score -1159486 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1159638.250000 Penalty: 3080.945557
	Iteration 11Q: 3 clusters Score -1159638 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1159751.500000 Penalty: 3080.945557
	Iteration 12Q: 3 clusters Score -1159752 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1159841.625000 Penalty: 3080.945557
	Iteration 13Q: 3 clusters Score -1159842 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1159910.625000 Penalty: 3080.945557
	Iteration 14Q: 3 clusters Score -1159911 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1159972.000000 Penalty: 3080.945557
	Iteration 15Q: 3 clusters Score -1159972 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1160049.750000 Penalty: 3080.945557
	Iteration 16Q: 3 clusters Score -1160050 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1160117.875000 Penalty: 3080.945557
	Iteration 17Q: 3 clusters Score -1160118 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1160181.625000 Penalty: 3080.945557
	Iteration 18Q: 3 clusters Score -1160182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1160236.750000 Penalty: 3080.945557
	Iteration 19Q: 3 clusters Score -1160237 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1160311.625000 Penalty: 3080.945557
	Iteration 20F: 3 clusters Score -1160312 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1160362.375000 Penalty: 3080.945557
	Iteration 21Q: 3 clusters Score -1160362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1160408.500000 Penalty: 3080.945557
	Iteration 22Q: 3 clusters Score -1160408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1160455.000000 Penalty: 3080.945557
	Iteration 23Q: 3 clusters Score -1160455 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1160503.500000 Penalty: 3080.945557
	Iteration 24Q: 3 clusters Score -1160504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1160566.750000 Penalty: 3080.945557
	Iteration 25Q: 3 clusters Score -1160567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1160656.625000 Penalty: 3080.945557
	Iteration 26Q: 3 clusters Score -1160657 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1160750.625000 Penalty: 3080.945557
	Iteration 27Q: 3 clusters Score -1160751 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1160847.500000 Penalty: 3080.945557
	Iteration 28Q: 3 clusters Score -1160848 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1160925.125000 Penalty: 3080.945557
	Iteration 29Q: 3 clusters Score -1160925 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1160965.500000 Penalty: 3080.945557
	Iteration 30Q: 3 clusters Score -1160966 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1160984.000000 Penalty: 3080.945557
	Iteration 31Q: 3 clusters Score -1160984 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1161000.375000 Penalty: 3080.945557
	Iteration 32Q: 3 clusters Score -1161000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1161009.375000 Penalty: 3080.945557
	Iteration 33Q: 3 clusters Score -1161009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1161013.375000 Penalty: 3080.945557
	Iteration 34Q: 3 clusters Score -1161013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1161018.375000 Penalty: 3080.945557
	Iteration 35Q: 3 clusters Score -1161018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1161018.250000 Penalty: 3080.945557
	Iteration 36Q: 3 clusters Score -1161018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1161018.500000 Penalty: 3080.945557
	Iteration 37Q: 3 clusters Score -1161018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1161020.000000 Penalty: 3080.945557
	Iteration 38Q: 3 clusters Score -1161020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1161022.625000 Penalty: 3080.945557
	Iteration 39Q: 3 clusters Score -1161023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1161027.125000 Penalty: 3080.945557
	Iteration 40F: 3 clusters Score -1161027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1161025.125000 Penalty: 3080.945557
	Iteration 41Q: 3 clusters Score -1161025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1161027.625000 Penalty: 3080.945557
	Iteration 42Q: 3 clusters Score -1161028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1161030.750000 Penalty: 3080.945557
	Iteration 43Q: 3 clusters Score -1161031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1161031.250000 Penalty: 3080.945557
	Iteration 44Q: 3 clusters Score -1161031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1161030.375000 Penalty: 3080.945557
	Iteration 45Q: 3 clusters Score -1161030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1161031.000000 Penalty: 3080.945557
	Iteration 46Q: 3 clusters Score -1161031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1161030.250000 Penalty: 3080.945557
	Iteration 47Q: 3 clusters Score -1161030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1161030.250000 Penalty: 3080.945557
	Iteration 48F: 3 clusters Score -1161030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Entering Unmasked Estep 
Score: -568607.562500 Penalty: 1424.893433
	Iteration 0F: 2 clusters Score -568607.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -563792.875000 Penalty: 2849.786865
	Iteration 0F: 3 clusters Score -563792.9 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -565318.562500 Penalty: 2849.786865
	Iteration 1F: 3 clusters Score -565318.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -565655.125000 Penalty: 2849.786865
	Iteration 2F: 3 clusters Score -565655.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -565940.062500 Penalty: 2849.786865
	Iteration 3F: 3 clusters Score -565940.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -566219.437500 Penalty: 2849.786865
	Iteration 4F: 3 clusters Score -566219.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -566447.437500 Penalty: 2849.786865
	Iteration 5F: 3 clusters Score -566447.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -566626.750000 Penalty: 2849.786865
	Iteration 6Q: 3 clusters Score -566626.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -566770.625000 Penalty: 2849.786865
	Iteration 7Q: 3 clusters Score -566770.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -566892.375000 Penalty: 2849.786865
	Iteration 8Q: 3 clusters Score -566892.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -566991.375000 Penalty: 2849.786865
	Iteration 9Q: 3 clusters Score -566991.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -567067.750000 Penalty: 2849.786865
	Iteration 10Q: 3 clusters Score -567067.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -567122.437500 Penalty: 2849.786865
	Iteration 11Q: 3 clusters Score -567122.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -567174.562500 Penalty: 2849.786865
	Iteration 12Q: 3 clusters Score -567174.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -567213.500000 Penalty: 2849.786865
	Iteration 13Q: 3 clusters Score -567213.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -567248.812500 Penalty: 2849.786865
	Iteration 14Q: 3 clusters Score -567248.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -567278.687500 Penalty: 2849.786865
	Iteration 15Q: 3 clusters Score -567278.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -567296.875000 Penalty: 2849.786865
	Iteration 16Q: 3 clusters Score -567296.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -567310.187500 Penalty: 2849.786865
	Iteration 17Q: 3 clusters Score -567310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -567321.812500 Penalty: 2849.786865
	Iteration 18Q: 3 clusters Score -567321.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -567329.000000 Penalty: 2849.786865
	Iteration 19Q: 3 clusters Score -567329 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -567337.437500 Penalty: 2849.786865
	Iteration 20F: 3 clusters Score -567337.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -567347.937500 Penalty: 2849.786865
	Iteration 21Q: 3 clusters Score -567347.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -567359.562500 Penalty: 2849.786865
	Iteration 22Q: 3 clusters Score -567359.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -567370.687500 Penalty: 2849.786865
	Iteration 23Q: 3 clusters Score -567370.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -567383.937500 Penalty: 2849.786865
	Iteration 24Q: 3 clusters Score -567383.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -567391.750000 Penalty: 2849.786865
	Iteration 25Q: 3 clusters Score -567391.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -567397.812500 Penalty: 2849.786865
	Iteration 26Q: 3 clusters Score -567397.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -567402.437500 Penalty: 2849.786865
	Iteration 27Q: 3 clusters Score -567402.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -567407.812500 Penalty: 2849.786865
	Iteration 28Q: 3 clusters Score -567407.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -567412.500000 Penalty: 2849.786865
	Iteration 29Q: 3 clusters Score -567412.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -567416.750000 Penalty: 2849.786865
	Iteration 30Q: 3 clusters Score -567416.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -567426.375000 Penalty: 2849.786865
	Iteration 31Q: 3 clusters Score -567426.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -567432.812500 Penalty: 2849.786865
	Iteration 32Q: 3 clusters Score -567432.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -567438.375000 Penalty: 2849.786865
	Iteration 33Q: 3 clusters Score -567438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -567442.875000 Penalty: 2849.786865
	Iteration 34Q: 3 clusters Score -567442.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -567447.250000 Penalty: 2849.786865
	Iteration 35Q: 3 clusters Score -567447.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -567451.500000 Penalty: 2849.786865
	Iteration 36Q: 3 clusters Score -567451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -567454.437500 Penalty: 2849.786865
	Iteration 37Q: 3 clusters Score -567454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -567456.812500 Penalty: 2849.786865
	Iteration 38Q: 3 clusters Score -567456.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -567458.000000 Penalty: 2849.786865
	Iteration 39Q: 3 clusters Score -567458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -567459.812500 Penalty: 2849.786865
	Iteration 40F: 3 clusters Score -567459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -567463.937500 Penalty: 2849.786865
	Iteration 41Q: 3 clusters Score -567463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -567466.000000 Penalty: 2849.786865
	Iteration 42Q: 3 clusters Score -567466 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -567468.125000 Penalty: 2849.786865
	Iteration 43Q: 3 clusters Score -567468.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -567473.062500 Penalty: 2849.786865
	Iteration 44Q: 3 clusters Score -567473.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -567475.500000 Penalty: 2849.786865
	Iteration 45Q: 3 clusters Score -567475.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -567478.562500 Penalty: 2849.786865
	Iteration 46Q: 3 clusters Score -567478.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -567482.875000 Penalty: 2849.786865
	Iteration 47Q: 3 clusters Score -567482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -567487.937500 Penalty: 2849.786865
	Iteration 48Q: 3 clusters Score -567487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -567491.062500 Penalty: 2849.786865
	Iteration 49Q: 3 clusters Score -567491.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -567494.000000 Penalty: 2849.786865
	Iteration 50Q: 3 clusters Score -567494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -567498.125000 Penalty: 2849.786865
	Iteration 51Q: 3 clusters Score -567498.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -567500.562500 Penalty: 2849.786865
	Iteration 52Q: 3 clusters Score -567500.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -567501.500000 Penalty: 2849.786865
	Iteration 53Q: 3 clusters Score -567501.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -567504.062500 Penalty: 2849.786865
	Iteration 54Q: 3 clusters Score -567504.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -567505.312500 Penalty: 2849.786865
	Iteration 55Q: 3 clusters Score -567505.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -567505.375000 Penalty: 2849.786865
	Iteration 56Q: 3 clusters Score -567505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -567506.625000 Penalty: 2849.786865
	Iteration 57Q: 3 clusters Score -567506.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -567508.375000 Penalty: 2849.786865
	Iteration 58Q: 3 clusters Score -567508.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -567507.437500 Penalty: 2849.786865
	Iteration 59Q: 3 clusters Score -567507.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -567508.250000 Penalty: 2849.786865
	Iteration 60F: 3 clusters Score -567508.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -567510.500000 Penalty: 2849.786865
	Iteration 61Q: 3 clusters Score -567510.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -567510.437500 Penalty: 2849.786865
	Iteration 62Q: 3 clusters Score -567510.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -567510.750000 Penalty: 2849.786865
	Iteration 63Q: 3 clusters Score -567510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -567510.687500 Penalty: 2849.786865
	Iteration 64Q: 3 clusters Score -567510.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -567511.437500 Penalty: 2849.786865
	Iteration 65Q: 3 clusters Score -567511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -567513.125000 Penalty: 2849.786865
	Iteration 66Q: 3 clusters Score -567513.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -567515.000000 Penalty: 2849.786865
	Iteration 67Q: 3 clusters Score -567515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -567514.000000 Penalty: 2849.786865
	Iteration 68Q: 3 clusters Score -567514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -567516.875000 Penalty: 2849.786865
	Iteration 69Q: 3 clusters Score -567516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -567519.250000 Penalty: 2849.786865
	Iteration 70Q: 3 clusters Score -567519.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -567521.187500 Penalty: 2849.786865
	Iteration 71Q: 3 clusters Score -567521.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -567524.875000 Penalty: 2849.786865
	Iteration 72Q: 3 clusters Score -567524.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -567527.312500 Penalty: 2849.786865
	Iteration 73Q: 3 clusters Score -567527.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -567527.750000 Penalty: 2849.786865
	Iteration 74Q: 3 clusters Score -567527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -567530.312500 Penalty: 2849.786865
	Iteration 75Q: 3 clusters Score -567530.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -567532.562500 Penalty: 2849.786865
	Iteration 76Q: 3 clusters Score -567532.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -567533.437500 Penalty: 2849.786865
	Iteration 77Q: 3 clusters Score -567533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -567533.250000 Penalty: 2849.786865
	Iteration 78Q: 3 clusters Score -567533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -567534.187500 Penalty: 2849.786865
	Iteration 79Q: 3 clusters Score -567534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -567533.125000 Penalty: 2849.786865
	Iteration 80F: 3 clusters Score -567533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -567533.875000 Penalty: 2849.786865
	Iteration 81Q: 3 clusters Score -567533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -567536.000000 Penalty: 2849.786865
	Iteration 82Q: 3 clusters Score -567536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -567538.312500 Penalty: 2849.786865
	Iteration 83Q: 3 clusters Score -567538.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -567539.437500 Penalty: 2849.786865
	Iteration 84Q: 3 clusters Score -567539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -567539.562500 Penalty: 2849.786865
	Iteration 85Q: 3 clusters Score -567539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -567540.687500 Penalty: 2849.786865
	Iteration 86Q: 3 clusters Score -567540.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -567542.062500 Penalty: 2849.786865
	Iteration 87Q: 3 clusters Score -567542.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -567542.500000 Penalty: 2849.786865
	Iteration 88Q: 3 clusters Score -567542.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -567540.937500 Penalty: 2849.786865
	Iteration 89Q: 3 clusters Score -567540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -567542.750000 Penalty: 2849.786865
	Iteration 90Q: 3 clusters Score -567542.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -567542.812500 Penalty: 2849.786865
	Iteration 91Q: 3 clusters Score -567542.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -567543.187500 Penalty: 2849.786865
	Iteration 92Q: 3 clusters Score -567543.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -567543.937500 Penalty: 2849.786865
	Iteration 93Q: 3 clusters Score -567543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -567544.062500 Penalty: 2849.786865
	Iteration 94Q: 3 clusters Score -567544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -567544.812500 Penalty: 2849.786865
	Iteration 95Q: 3 clusters Score -567544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -567545.375000 Penalty: 2849.786865
	Iteration 96Q: 3 clusters Score -567545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -567545.375000 Penalty: 2849.786865
	Iteration 97F: 3 clusters Score -567545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -317398.406250 Penalty: 1326.269775
	Iteration 0F: 2 clusters Score -317398.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -314363.812500 Penalty: 2652.539551
	Iteration 0F: 3 clusters Score -314363.8 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -315232.343750 Penalty: 2652.539551
	Iteration 1F: 3 clusters Score -315232.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -315546.406250 Penalty: 2652.539551
	Iteration 2F: 3 clusters Score -315546.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -315820.968750 Penalty: 2652.539551
	Iteration 3F: 3 clusters Score -315821 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -316046.437500 Penalty: 2652.539551
	Iteration 4F: 3 clusters Score -316046.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -316290.562500 Penalty: 2652.539551
	Iteration 5F: 3 clusters Score -316290.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -316569.343750 Penalty: 2652.539551
	Iteration 6F: 3 clusters Score -316569.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -316789.687500 Penalty: 2652.539551
	Iteration 7Q: 3 clusters Score -316789.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -316959.250000 Penalty: 2652.539551
	Iteration 8Q: 3 clusters Score -316959.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -317034.093750 Penalty: 2652.539551
	Iteration 9Q: 3 clusters Score -317034.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -317061.593750 Penalty: 2652.539551
	Iteration 10Q: 3 clusters Score -317061.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317076.531250 Penalty: 2652.539551
	Iteration 11Q: 3 clusters Score -317076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317082.000000 Penalty: 2652.539551
	Iteration 12Q: 3 clusters Score -317082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317085.437500 Penalty: 2652.539551
	Iteration 13Q: 3 clusters Score -317085.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -317086.468750 Penalty: 2652.539551
	Iteration 14Q: 3 clusters Score -317086.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -317088.937500 Penalty: 2652.539551
	Iteration 15Q: 3 clusters Score -317088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -317089.625000 Penalty: 2652.539551
	Iteration 16Q: 3 clusters Score -317089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317089.625000 Penalty: 2652.539551
	Iteration 17Q: 3 clusters Score -317089.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -317089.625000 Penalty: 2652.539551
	Iteration 18F: 3 clusters Score -317089.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -431989.500000 Penalty: 1373.087769
	Iteration 0F: 2 clusters Score -431989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -428188.843750 Penalty: 2746.175537
	Iteration 0F: 3 clusters Score -428188.8 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -429225.000000 Penalty: 2746.175537
	Iteration 1F: 3 clusters Score -429225 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -429408.625000 Penalty: 2746.175537
	Iteration 2F: 3 clusters Score -429408.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -429540.468750 Penalty: 2746.175537
	Iteration 3F: 3 clusters Score -429540.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -429655.000000 Penalty: 2746.175537
	Iteration 4Q: 3 clusters Score -429655 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -429768.312500 Penalty: 2746.175537
	Iteration 5Q: 3 clusters Score -429768.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -429869.968750 Penalty: 2746.175537
	Iteration 6Q: 3 clusters Score -429870 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -429973.937500 Penalty: 2746.175537
	Iteration 7Q: 3 clusters Score -429973.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -430077.812500 Penalty: 2746.175537
	Iteration 8Q: 3 clusters Score -430077.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -430188.343750 Penalty: 2746.175537
	Iteration 9Q: 3 clusters Score -430188.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -430290.093750 Penalty: 2746.175537
	Iteration 10Q: 3 clusters Score -430290.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -430374.375000 Penalty: 2746.175537
	Iteration 11Q: 3 clusters Score -430374.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -430474.500000 Penalty: 2746.175537
	Iteration 12Q: 3 clusters Score -430474.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -430561.968750 Penalty: 2746.175537
	Iteration 13Q: 3 clusters Score -430562 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -430623.000000 Penalty: 2746.175537
	Iteration 14Q: 3 clusters Score -430623 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -430655.562500 Penalty: 2746.175537
	Iteration 15Q: 3 clusters Score -430655.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -430682.750000 Penalty: 2746.175537
	Iteration 16Q: 3 clusters Score -430682.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -430706.156250 Penalty: 2746.175537
	Iteration 17Q: 3 clusters Score -430706.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -430724.187500 Penalty: 2746.175537
	Iteration 18Q: 3 clusters Score -430724.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -430737.406250 Penalty: 2746.175537
	Iteration 19Q: 3 clusters Score -430737.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -430753.062500 Penalty: 2746.175537
	Iteration 20F: 3 clusters Score -430753.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -430773.656250 Penalty: 2746.175537
	Iteration 21Q: 3 clusters Score -430773.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -430787.968750 Penalty: 2746.175537
	Iteration 22Q: 3 clusters Score -430788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -430794.062500 Penalty: 2746.175537
	Iteration 23Q: 3 clusters Score -430794.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -430800.406250 Penalty: 2746.175537
	Iteration 24Q: 3 clusters Score -430800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -430808.562500 Penalty: 2746.175537
	Iteration 25Q: 3 clusters Score -430808.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -430819.218750 Penalty: 2746.175537
	Iteration 26Q: 3 clusters Score -430819.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -430830.312500 Penalty: 2746.175537
	Iteration 27Q: 3 clusters Score -430830.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -430833.093750 Penalty: 2746.175537
	Iteration 28Q: 3 clusters Score -430833.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -430834.218750 Penalty: 2746.175537
	Iteration 29Q: 3 clusters Score -430834.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -430834.031250 Penalty: 2746.175537
	Iteration 30Q: 3 clusters Score -430834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -430834.031250 Penalty: 2746.175537
	Iteration 31F: 3 clusters Score -430834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34327 members 
Entering Unmasked Estep 
Score: -3082120.250000 Penalty: 1697.099243
	Iteration 0F: 2 clusters Score -3082120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3059129.750000 Penalty: 3394.198486
	Iteration 0F: 3 clusters Score -3059130 nChanged 15790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3067960.750000 Penalty: 3394.198486
	Iteration 1F: 3 clusters Score -3067961 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3068325.250000 Penalty: 3394.198486
	Iteration 2Q: 3 clusters Score -3068325 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -3068610.250000 Penalty: 3394.198486
	Iteration 3Q: 3 clusters Score -3068610 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3068906.750000 Penalty: 3394.198486
	Iteration 4Q: 3 clusters Score -3068907 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3069172.000000 Penalty: 3394.198486
	Iteration 5Q: 3 clusters Score -3069172 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3069443.500000 Penalty: 3394.198486
	Iteration 6Q: 3 clusters Score -3069444 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -3069768.250000 Penalty: 3394.198486
	Iteration 7Q: 3 clusters Score -3069768 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3070148.750000 Penalty: 3394.198486
	Iteration 8Q: 3 clusters Score -3070149 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3070652.750000 Penalty: 3394.198486
	Iteration 9Q: 3 clusters Score -3070653 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3071367.250000 Penalty: 3394.198486
	Iteration 10Q: 3 clusters Score -3071367 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -3072314.500000 Penalty: 3394.198486
	Iteration 11Q: 3 clusters Score -3072314 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -3073397.750000 Penalty: 3394.198486
	Iteration 12F: 3 clusters Score -3073398 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -3074392.250000 Penalty: 3394.198486
	Iteration 13Q: 3 clusters Score -3074392 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -3075052.250000 Penalty: 3394.198486
	Iteration 14Q: 3 clusters Score -3075052 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3075365.250000 Penalty: 3394.198486
	Iteration 15Q: 3 clusters Score -3075365 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3075494.500000 Penalty: 3394.198486
	Iteration 16Q: 3 clusters Score -3075494 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -3075564.000000 Penalty: 3394.198486
	Iteration 17Q: 3 clusters Score -3075564 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3075609.250000 Penalty: 3394.198486
	Iteration 18Q: 3 clusters Score -3075609 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -3075642.750000 Penalty: 3394.198486
	Iteration 19Q: 3 clusters Score -3075643 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3075706.250000 Penalty: 3394.198486
	Iteration 20F: 3 clusters Score -3075706 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -3075751.500000 Penalty: 3394.198486
	Iteration 21Q: 3 clusters Score -3075752 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -3075785.500000 Penalty: 3394.198486
	Iteration 22Q: 3 clusters Score -3075786 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3075832.000000 Penalty: 3394.198486
	Iteration 23Q: 3 clusters Score -3075832 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -3075874.000000 Penalty: 3394.198486
	Iteration 24Q: 3 clusters Score -3075874 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3075923.750000 Penalty: 3394.198486
	Iteration 25Q: 3 clusters Score -3075924 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -3075979.500000 Penalty: 3394.198486
	Iteration 26Q: 3 clusters Score -3075980 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -3076025.250000 Penalty: 3394.198486
	Iteration 27Q: 3 clusters Score -3076025 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3076062.250000 Penalty: 3394.198486
	Iteration 28Q: 3 clusters Score -3076062 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3076133.000000 Penalty: 3394.198486
	Iteration 29Q: 3 clusters Score -3076133 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -3076178.250000 Penalty: 3394.198486
	Iteration 30Q: 3 clusters Score -3076178 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -3076246.000000 Penalty: 3394.198486
	Iteration 31Q: 3 clusters Score -3076246 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -3076304.000000 Penalty: 3394.198486
	Iteration 32Q: 3 clusters Score -3076304 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -3076360.000000 Penalty: 3394.198486
	Iteration 33Q: 3 clusters Score -3076360 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -3076415.000000 Penalty: 3394.198486
	Iteration 34Q: 3 clusters Score -3076415 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -3076472.750000 Penalty: 3394.198486
	Iteration 35Q: 3 clusters Score -3076473 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -3076557.000000 Penalty: 3394.198486
	Iteration 36Q: 3 clusters Score -3076557 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -3076629.000000 Penalty: 3394.198486
	Iteration 37Q: 3 clusters Score -3076629 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3076682.500000 Penalty: 3394.198486
	Iteration 38Q: 3 clusters Score -3076682 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -3076780.500000 Penalty: 3394.198486
	Iteration 39Q: 3 clusters Score -3076780 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -3076867.500000 Penalty: 3394.198486
	Iteration 40F: 3 clusters Score -3076868 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3076962.750000 Penalty: 3394.198486
	Iteration 41Q: 3 clusters Score -3076963 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3077089.750000 Penalty: 3394.198486
	Iteration 42Q: 3 clusters Score -3077090 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -3077229.500000 Penalty: 3394.198486
	Iteration 43Q: 3 clusters Score -3077230 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -3077361.000000 Penalty: 3394.198486
	Iteration 44Q: 3 clusters Score -3077361 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3077509.500000 Penalty: 3394.198486
	Iteration 45Q: 3 clusters Score -3077510 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3077669.750000 Penalty: 3394.198486
	Iteration 46Q: 3 clusters Score -3077670 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3077849.750000 Penalty: 3394.198486
	Iteration 47Q: 3 clusters Score -3077850 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -3078044.250000 Penalty: 3394.198486
	Iteration 48Q: 3 clusters Score -3078044 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -3078259.750000 Penalty: 3394.198486
	Iteration 49Q: 3 clusters Score -3078260 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3078473.500000 Penalty: 3394.198486
	Iteration 50Q: 3 clusters Score -3078474 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -3078680.000000 Penalty: 3394.198486
	Iteration 51Q: 3 clusters Score -3078680 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -3078872.250000 Penalty: 3394.198486
	Iteration 52Q: 3 clusters Score -3078872 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3079056.750000 Penalty: 3394.198486
	Iteration 53Q: 3 clusters Score -3079057 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3079195.500000 Penalty: 3394.198486
	Iteration 54Q: 3 clusters Score -3079196 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -3079362.500000 Penalty: 3394.198486
	Iteration 55Q: 3 clusters Score -3079362 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 28346 members 
Entering Unmasked Estep 
Score: -3079517.000000 Penalty: 3394.198486
	Iteration 56Q: 3 clusters Score -3079517 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -3079683.750000 Penalty: 3394.198486
	Iteration 57Q: 3 clusters Score -3079684 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3079819.500000 Penalty: 3394.198486
	Iteration 58Q: 3 clusters Score -3079820 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 29469 members 
Entering Unmasked Estep 
Score: -3079962.250000 Penalty: 3394.198486
	Iteration 59Q: 3 clusters Score -3079962 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3080070.750000 Penalty: 3394.198486
	Iteration 60F: 3 clusters Score -3080071 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3080171.000000 Penalty: 3394.198486
	Iteration 61Q: 3 clusters Score -3080171 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -3080236.750000 Penalty: 3394.198486
	Iteration 62Q: 3 clusters Score -3080237 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -3080293.500000 Penalty: 3394.198486
	Iteration 63Q: 3 clusters Score -3080294 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -3080342.250000 Penalty: 3394.198486
	Iteration 64Q: 3 clusters Score -3080342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -3080387.750000 Penalty: 3394.198486
	Iteration 65Q: 3 clusters Score -3080388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3080411.500000 Penalty: 3394.198486
	Iteration 66Q: 3 clusters Score -3080412 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -3080448.750000 Penalty: 3394.198486
	Iteration 67Q: 3 clusters Score -3080449 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -3080486.750000 Penalty: 3394.198486
	Iteration 68Q: 3 clusters Score -3080487 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -3080511.750000 Penalty: 3394.198486
	Iteration 69Q: 3 clusters Score -3080512 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -3080556.250000 Penalty: 3394.198486
	Iteration 70Q: 3 clusters Score -3080556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -3080596.500000 Penalty: 3394.198486
	Iteration 71Q: 3 clusters Score -3080596 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3080619.250000 Penalty: 3394.198486
	Iteration 72Q: 3 clusters Score -3080619 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -3080635.750000 Penalty: 3394.198486
	Iteration 73Q: 3 clusters Score -3080636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -3080664.750000 Penalty: 3394.198486
	Iteration 74Q: 3 clusters Score -3080665 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -3080687.500000 Penalty: 3394.198486
	Iteration 75Q: 3 clusters Score -3080688 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -3080714.500000 Penalty: 3394.198486
	Iteration 76Q: 3 clusters Score -3080714 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -3080742.750000 Penalty: 3394.198486
	Iteration 77Q: 3 clusters Score -3080743 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -3080778.750000 Penalty: 3394.198486
	Iteration 78Q: 3 clusters Score -3080779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -3080788.000000 Penalty: 3394.198486
	Iteration 79Q: 3 clusters Score -3080788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -3080802.500000 Penalty: 3394.198486
	Iteration 80F: 3 clusters Score -3080802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -3080815.250000 Penalty: 3394.198486
	Iteration 81Q: 3 clusters Score -3080815 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -3080825.750000 Penalty: 3394.198486
	Iteration 82Q: 3 clusters Score -3080826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -3080836.500000 Penalty: 3394.198486
	Iteration 83Q: 3 clusters Score -3080836 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -3080842.250000 Penalty: 3394.198486
	Iteration 84Q: 3 clusters Score -3080842 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -3080856.500000 Penalty: 3394.198486
	Iteration 85Q: 3 clusters Score -3080856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 32463 members 
Entering Unmasked Estep 
Score: -3080862.750000 Penalty: 3394.198486
	Iteration 86Q: 3 clusters Score -3080863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -3080868.750000 Penalty: 3394.198486
	Iteration 87Q: 3 clusters Score -3080869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -3080873.000000 Penalty: 3394.198486
	Iteration 88Q: 3 clusters Score -3080873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -3080875.500000 Penalty: 3394.198486
	Iteration 89Q: 3 clusters Score -3080876 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -3080879.000000 Penalty: 3394.198486
	Iteration 90Q: 3 clusters Score -3080879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -3080890.750000 Penalty: 3394.198486
	Iteration 91Q: 3 clusters Score -3080891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -3080890.750000 Penalty: 3394.198486
	Iteration 92Q: 3 clusters Score -3080891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -3080894.750000 Penalty: 3394.198486
	Iteration 93Q: 3 clusters Score -3080895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -3080897.000000 Penalty: 3394.198486
	Iteration 94Q: 3 clusters Score -3080897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -3080898.250000 Penalty: 3394.198486
	Iteration 95Q: 3 clusters Score -3080898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3080899.500000 Penalty: 3394.198486
	Iteration 96Q: 3 clusters Score -3080900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -3080895.750000 Penalty: 3394.198486
	Iteration 97Q: 3 clusters Score -3080896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -3080906.000000 Penalty: 3394.198486
	Iteration 98Q: 3 clusters Score -3080906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3080907.500000 Penalty: 3394.198486
	Iteration 99Q: 3 clusters Score -3080908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32693 members 
Entering Unmasked Estep 
Score: -3080906.500000 Penalty: 3394.198486
	Iteration 100F: 3 clusters Score -3080906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -3080913.750000 Penalty: 3394.198486
	Iteration 101Q: 3 clusters Score -3080914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3080912.250000 Penalty: 3394.198486
	Iteration 102Q: 3 clusters Score -3080912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3080915.250000 Penalty: 3394.198486
	Iteration 103Q: 3 clusters Score -3080915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -3080913.000000 Penalty: 3394.198486
	Iteration 104Q: 3 clusters Score -3080913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -3080919.750000 Penalty: 3394.198486
	Iteration 105Q: 3 clusters Score -3080920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -3080919.000000 Penalty: 3394.198486
	Iteration 106Q: 3 clusters Score -3080919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 32732 members 
Entering Unmasked Estep 
Score: -3080913.750000 Penalty: 3394.198486
	Iteration 107Q: 3 clusters Score -3080914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -3080914.500000 Penalty: 3394.198486
	Iteration 108Q: 3 clusters Score -3080914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -3080913.750000 Penalty: 3394.198486
	Iteration 109Q: 3 clusters Score -3080914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -3080915.750000 Penalty: 3394.198486
	Iteration 110Q: 3 clusters Score -3080916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3080917.250000 Penalty: 3394.198486
	Iteration 111Q: 3 clusters Score -3080917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -3080919.000000 Penalty: 3394.198486
	Iteration 112Q: 3 clusters Score -3080919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 32751 members 
Entering Unmasked Estep 
Score: -3080917.000000 Penalty: 3394.198486
	Iteration 113Q: 3 clusters Score -3080917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3080917.750000 Penalty: 3394.198486
	Iteration 114Q: 3 clusters Score -3080918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -3080917.750000 Penalty: 3394.198486
	Iteration 115F: 3 clusters Score -3080918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Entering Unmasked Estep 
Score: -509917.937500 Penalty: 1405.763062
	Iteration 0F: 2 clusters Score -509917.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -505473.875000 Penalty: 2811.526123
	Iteration 0F: 3 clusters Score -505473.9 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -506825.875000 Penalty: 2811.526123
	Iteration 1F: 3 clusters Score -506825.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -507145.281250 Penalty: 2811.526123
	Iteration 2F: 3 clusters Score -507145.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -507443.500000 Penalty: 2811.526123
	Iteration 3F: 3 clusters Score -507443.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -507721.406250 Penalty: 2811.526123
	Iteration 4F: 3 clusters Score -507721.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -507955.062500 Penalty: 2811.526123
	Iteration 5F: 3 clusters Score -507955.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -508153.468750 Penalty: 2811.526123
	Iteration 6Q: 3 clusters Score -508153.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -508288.843750 Penalty: 2811.526123
	Iteration 7Q: 3 clusters Score -508288.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -508388.375000 Penalty: 2811.526123
	Iteration 8Q: 3 clusters Score -508388.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -508461.937500 Penalty: 2811.526123
	Iteration 9Q: 3 clusters Score -508461.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -508514.843750 Penalty: 2811.526123
	Iteration 10Q: 3 clusters Score -508514.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -508555.875000 Penalty: 2811.526123
	Iteration 11Q: 3 clusters Score -508555.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -508595.562500 Penalty: 2811.526123
	Iteration 12Q: 3 clusters Score -508595.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -508631.125000 Penalty: 2811.526123
	Iteration 13Q: 3 clusters Score -508631.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -508656.312500 Penalty: 2811.526123
	Iteration 14Q: 3 clusters Score -508656.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -508689.718750 Penalty: 2811.526123
	Iteration 15Q: 3 clusters Score -508689.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -508726.093750 Penalty: 2811.526123
	Iteration 16Q: 3 clusters Score -508726.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -508760.906250 Penalty: 2811.526123
	Iteration 17Q: 3 clusters Score -508760.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -508796.843750 Penalty: 2811.526123
	Iteration 18Q: 3 clusters Score -508796.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -508834.437500 Penalty: 2811.526123
	Iteration 19Q: 3 clusters Score -508834.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -508868.406250 Penalty: 2811.526123
	Iteration 20F: 3 clusters Score -508868.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -508894.843750 Penalty: 2811.526123
	Iteration 21Q: 3 clusters Score -508894.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -508919.500000 Penalty: 2811.526123
	Iteration 22Q: 3 clusters Score -508919.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -508944.343750 Penalty: 2811.526123
	Iteration 23Q: 3 clusters Score -508944.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -508973.500000 Penalty: 2811.526123
	Iteration 24Q: 3 clusters Score -508973.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -508991.375000 Penalty: 2811.526123
	Iteration 25Q: 3 clusters Score -508991.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -509008.906250 Penalty: 2811.526123
	Iteration 26Q: 3 clusters Score -509008.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -509030.218750 Penalty: 2811.526123
	Iteration 27Q: 3 clusters Score -509030.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -509049.125000 Penalty: 2811.526123
	Iteration 28Q: 3 clusters Score -509049.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -509071.125000 Penalty: 2811.526123
	Iteration 29Q: 3 clusters Score -509071.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -509087.343750 Penalty: 2811.526123
	Iteration 30Q: 3 clusters Score -509087.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -509106.500000 Penalty: 2811.526123
	Iteration 31Q: 3 clusters Score -509106.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -509126.562500 Penalty: 2811.526123
	Iteration 32Q: 3 clusters Score -509126.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -509145.000000 Penalty: 2811.526123
	Iteration 33Q: 3 clusters Score -509145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -509160.250000 Penalty: 2811.526123
	Iteration 34Q: 3 clusters Score -509160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -509174.156250 Penalty: 2811.526123
	Iteration 35Q: 3 clusters Score -509174.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -509185.343750 Penalty: 2811.526123
	Iteration 36Q: 3 clusters Score -509185.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -509192.218750 Penalty: 2811.526123
	Iteration 37Q: 3 clusters Score -509192.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -509199.562500 Penalty: 2811.526123
	Iteration 38Q: 3 clusters Score -509199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -509202.968750 Penalty: 2811.526123
	Iteration 39Q: 3 clusters Score -509203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -509204.218750 Penalty: 2811.526123
	Iteration 40F: 3 clusters Score -509204.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -509206.468750 Penalty: 2811.526123
	Iteration 41Q: 3 clusters Score -509206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -509207.156250 Penalty: 2811.526123
	Iteration 42Q: 3 clusters Score -509207.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -509208.343750 Penalty: 2811.526123
	Iteration 43Q: 3 clusters Score -509208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -509212.250000 Penalty: 2811.526123
	Iteration 44Q: 3 clusters Score -509212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -509214.000000 Penalty: 2811.526123
	Iteration 45Q: 3 clusters Score -509214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -509213.968750 Penalty: 2811.526123
	Iteration 46Q: 3 clusters Score -509214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -509215.718750 Penalty: 2811.526123
	Iteration 47Q: 3 clusters Score -509215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -509215.812500 Penalty: 2811.526123
	Iteration 48Q: 3 clusters Score -509215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -509216.750000 Penalty: 2811.526123
	Iteration 49Q: 3 clusters Score -509216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -509216.750000 Penalty: 2811.526123
	Iteration 50F: 3 clusters Score -509216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -309649.375000 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -309649.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -306638.156250 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -306638.2 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -307557.218750 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -307557.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -307876.468750 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -307876.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -308129.093750 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -308129.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -308328.375000 Penalty: 2651.517578
	Iteration 4F: 3 clusters Score -308328.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -308506.406250 Penalty: 2651.517578
	Iteration 5F: 3 clusters Score -308506.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -308664.000000 Penalty: 2651.517578
	Iteration 6Q: 3 clusters Score -308664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -308776.656250 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -308776.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -308853.250000 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -308853.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -308889.125000 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -308889.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -308909.406250 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -308909.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -308920.437500 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -308920.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -308930.500000 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -308930.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -308943.656250 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -308943.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -308952.968750 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -308953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -308962.187500 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -308962.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -308968.562500 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -308968.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -308974.531250 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -308974.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -308981.156250 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -308981.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -308983.968750 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -308984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -308985.937500 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -308985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -308988.250000 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -308988.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -308989.156250 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -308989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -308991.156250 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -308991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -308992.500000 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -308992.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -308992.406250 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -308992.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -308993.500000 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -308993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -308995.250000 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -308995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -308996.375000 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -308996.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -308997.375000 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -308997.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -308997.968750 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -308998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -308997.968750 Penalty: 2651.517578
	Iteration 31F: 3 clusters Score -308998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Entering Unmasked Estep 
Score: -2688414.250000 Penalty: 1668.920654
	Iteration 0F: 2 clusters Score -2688414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2669021.500000 Penalty: 3337.841309
	Iteration 0F: 3 clusters Score -2669022 nChanged 13418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -2676583.750000 Penalty: 3337.841309
	Iteration 1F: 3 clusters Score -2676584 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2677163.750000 Penalty: 3337.841309
	Iteration 2Q: 3 clusters Score -2677164 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2677824.000000 Penalty: 3337.841309
	Iteration 3F: 3 clusters Score -2677824 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2678677.000000 Penalty: 3337.841309
	Iteration 4F: 3 clusters Score -2678677 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2679731.250000 Penalty: 3337.841309
	Iteration 5F: 3 clusters Score -2679731 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2680890.000000 Penalty: 3337.841309
	Iteration 6F: 3 clusters Score -2680890 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2682155.250000 Penalty: 3337.841309
	Iteration 7F: 3 clusters Score -2682155 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -2683345.000000 Penalty: 3337.841309
	Iteration 8F: 3 clusters Score -2683345 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -2684488.750000 Penalty: 3337.841309
	Iteration 9F: 3 clusters Score -2684489 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -2685392.750000 Penalty: 3337.841309
	Iteration 10Q: 3 clusters Score -2685393 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -2686038.750000 Penalty: 3337.841309
	Iteration 11Q: 3 clusters Score -2686039 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -2686528.750000 Penalty: 3337.841309
	Iteration 12Q: 3 clusters Score -2686529 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 26127 members 
Entering Unmasked Estep 
Score: -2686801.750000 Penalty: 3337.841309
	Iteration 13Q: 3 clusters Score -2686802 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -2686982.500000 Penalty: 3337.841309
	Iteration 14Q: 3 clusters Score -2686982 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -2687107.750000 Penalty: 3337.841309
	Iteration 15Q: 3 clusters Score -2687108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -2687192.000000 Penalty: 3337.841309
	Iteration 16Q: 3 clusters Score -2687192 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -2687251.750000 Penalty: 3337.841309
	Iteration 17Q: 3 clusters Score -2687252 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -2687315.500000 Penalty: 3337.841309
	Iteration 18Q: 3 clusters Score -2687316 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -2687359.750000 Penalty: 3337.841309
	Iteration 19Q: 3 clusters Score -2687360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -2687398.250000 Penalty: 3337.841309
	Iteration 20F: 3 clusters Score -2687398 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -2687435.250000 Penalty: 3337.841309
	Iteration 21Q: 3 clusters Score -2687435 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -2687476.500000 Penalty: 3337.841309
	Iteration 22Q: 3 clusters Score -2687476 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2687506.250000 Penalty: 3337.841309
	Iteration 23Q: 3 clusters Score -2687506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -2687515.250000 Penalty: 3337.841309
	Iteration 24Q: 3 clusters Score -2687515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -2687535.750000 Penalty: 3337.841309
	Iteration 25Q: 3 clusters Score -2687536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2687542.500000 Penalty: 3337.841309
	Iteration 26Q: 3 clusters Score -2687542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -2687546.250000 Penalty: 3337.841309
	Iteration 27Q: 3 clusters Score -2687546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -2687553.750000 Penalty: 3337.841309
	Iteration 28Q: 3 clusters Score -2687554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -2687554.000000 Penalty: 3337.841309
	Iteration 29Q: 3 clusters Score -2687554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -2687557.000000 Penalty: 3337.841309
	Iteration 30Q: 3 clusters Score -2687557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -2687560.500000 Penalty: 3337.841309
	Iteration 31Q: 3 clusters Score -2687560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -2687565.250000 Penalty: 3337.841309
	Iteration 32Q: 3 clusters Score -2687565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2687567.750000 Penalty: 3337.841309
	Iteration 33Q: 3 clusters Score -2687568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -2687562.000000 Penalty: 3337.841309
	Iteration 34Q: 3 clusters Score -2687562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -2687562.750000 Penalty: 3337.841309
	Iteration 35Q: 3 clusters Score -2687563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -2687565.750000 Penalty: 3337.841309
	Iteration 36Q: 3 clusters Score -2687566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -2687564.250000 Penalty: 3337.841309
	Iteration 37Q: 3 clusters Score -2687564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -2687564.500000 Penalty: 3337.841309
	Iteration 38Q: 3 clusters Score -2687564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2687567.000000 Penalty: 3337.841309
	Iteration 39Q: 3 clusters Score -2687567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2687570.250000 Penalty: 3337.841309
	Iteration 40F: 3 clusters Score -2687570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -2687567.250000 Penalty: 3337.841309
	Iteration 41Q: 3 clusters Score -2687567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -2687565.750000 Penalty: 3337.841309
	Iteration 42Q: 3 clusters Score -2687566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2687567.000000 Penalty: 3337.841309
	Iteration 43Q: 3 clusters Score -2687567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2687567.250000 Penalty: 3337.841309
	Iteration 44Q: 3 clusters Score -2687567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2687567.250000 Penalty: 3337.841309
	Iteration 45F: 3 clusters Score -2687567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Entering Unmasked Estep 
Score: -121914.601562 Penalty: 1196.841797
	Iteration 0F: 2 clusters Score -121914.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120176.070312 Penalty: 2393.683594
	Iteration 0F: 3 clusters Score -120176.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120629.867188 Penalty: 2393.683594
	Iteration 1F: 3 clusters Score -120629.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120774.671875 Penalty: 2393.683594
	Iteration 2F: 3 clusters Score -120774.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -120874.867188 Penalty: 2393.683594
	Iteration 3F: 3 clusters Score -120874.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120922.289062 Penalty: 2393.683594
	Iteration 4Q: 3 clusters Score -120922.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -120942.320312 Penalty: 2393.683594
	Iteration 5Q: 3 clusters Score -120942.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -120956.117188 Penalty: 2393.683594
	Iteration 6Q: 3 clusters Score -120956.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -120967.875000 Penalty: 2393.683594
	Iteration 7Q: 3 clusters Score -120967.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -120979.625000 Penalty: 2393.683594
	Iteration 8Q: 3 clusters Score -120979.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -120992.445312 Penalty: 2393.683594
	Iteration 9Q: 3 clusters Score -120992.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -121001.625000 Penalty: 2393.683594
	Iteration 10Q: 3 clusters Score -121001.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -121010.039062 Penalty: 2393.683594
	Iteration 11Q: 3 clusters Score -121010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -121014.953125 Penalty: 2393.683594
	Iteration 12Q: 3 clusters Score -121015 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -121022.179688 Penalty: 2393.683594
	Iteration 13Q: 3 clusters Score -121022.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -121029.320312 Penalty: 2393.683594
	Iteration 14Q: 3 clusters Score -121029.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -121037.507812 Penalty: 2393.683594
	Iteration 15Q: 3 clusters Score -121037.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -121045.046875 Penalty: 2393.683594
	Iteration 16Q: 3 clusters Score -121045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -121054.085938 Penalty: 2393.683594
	Iteration 17Q: 3 clusters Score -121054.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121061.117188 Penalty: 2393.683594
	Iteration 18Q: 3 clusters Score -121061.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -121072.046875 Penalty: 2393.683594
	Iteration 19Q: 3 clusters Score -121072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -121079.570312 Penalty: 2393.683594
	Iteration 20F: 3 clusters Score -121079.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -121082.218750 Penalty: 2393.683594
	Iteration 21Q: 3 clusters Score -121082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -121083.617188 Penalty: 2393.683594
	Iteration 22Q: 3 clusters Score -121083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -121085.429688 Penalty: 2393.683594
	Iteration 23Q: 3 clusters Score -121085.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -121088.257812 Penalty: 2393.683594
	Iteration 24Q: 3 clusters Score -121088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -121091.859375 Penalty: 2393.683594
	Iteration 25Q: 3 clusters Score -121091.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -121094.703125 Penalty: 2393.683594
	Iteration 26Q: 3 clusters Score -121094.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121100.554688 Penalty: 2393.683594
	Iteration 27Q: 3 clusters Score -121100.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -121107.414062 Penalty: 2393.683594
	Iteration 28Q: 3 clusters Score -121107.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121110.296875 Penalty: 2393.683594
	Iteration 29Q: 3 clusters Score -121110.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -121112.875000 Penalty: 2393.683594
	Iteration 30Q: 3 clusters Score -121112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121114.054688 Penalty: 2393.683594
	Iteration 31Q: 3 clusters Score -121114.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121117.843750 Penalty: 2393.683594
	Iteration 32Q: 3 clusters Score -121117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -121124.125000 Penalty: 2393.683594
	Iteration 33Q: 3 clusters Score -121124.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -121130.640625 Penalty: 2393.683594
	Iteration 34Q: 3 clusters Score -121130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -121134.500000 Penalty: 2393.683594
	Iteration 35Q: 3 clusters Score -121134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -121136.953125 Penalty: 2393.683594
	Iteration 36Q: 3 clusters Score -121137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -121137.882812 Penalty: 2393.683594
	Iteration 37Q: 3 clusters Score -121137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -121140.812500 Penalty: 2393.683594
	Iteration 38Q: 3 clusters Score -121140.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -121144.781250 Penalty: 2393.683594
	Iteration 39Q: 3 clusters Score -121144.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -121149.773438 Penalty: 2393.683594
	Iteration 40F: 3 clusters Score -121149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -121153.960938 Penalty: 2393.683594
	Iteration 41Q: 3 clusters Score -121154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -121155.429688 Penalty: 2393.683594
	Iteration 42Q: 3 clusters Score -121155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121156.882812 Penalty: 2393.683594
	Iteration 43Q: 3 clusters Score -121156.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121157.218750 Penalty: 2393.683594
	Iteration 44Q: 3 clusters Score -121157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -121157.218750 Penalty: 2393.683594
	Iteration 45F: 3 clusters Score -121157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -185283.750000 Penalty: 1243.075073
	Iteration 0F: 2 clusters Score -185283.8 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 1055 members 
Entering Unmasked Estep 
Score: -183106.734375 Penalty: 2486.150146
	Iteration 0F: 3 clusters Score -183106.7 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -183571.203125 Penalty: 2486.150146
	Iteration 1F: 3 clusters Score -183571.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -183687.890625 Penalty: 2486.150146
	Iteration 2F: 3 clusters Score -183687.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -183745.234375 Penalty: 2486.150146
	Iteration 3Q: 3 clusters Score -183745.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -183784.796875 Penalty: 2486.150146
	Iteration 4Q: 3 clusters Score -183784.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -183823.296875 Penalty: 2486.150146
	Iteration 5Q: 3 clusters Score -183823.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -183851.531250 Penalty: 2486.150146
	Iteration 6Q: 3 clusters Score -183851.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -183870.906250 Penalty: 2486.150146
	Iteration 7Q: 3 clusters Score -183870.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -183884.296875 Penalty: 2486.150146
	Iteration 8Q: 3 clusters Score -183884.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -183895.828125 Penalty: 2486.150146
	Iteration 9Q: 3 clusters Score -183895.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -183901.437500 Penalty: 2486.150146
	Iteration 10Q: 3 clusters Score -183901.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -183906.593750 Penalty: 2486.150146
	Iteration 11Q: 3 clusters Score -183906.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -183912.453125 Penalty: 2486.150146
	Iteration 12Q: 3 clusters Score -183912.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -183918.359375 Penalty: 2486.150146
	Iteration 13Q: 3 clusters Score -183918.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -183923.656250 Penalty: 2486.150146
	Iteration 14Q: 3 clusters Score -183923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -183929.015625 Penalty: 2486.150146
	Iteration 15Q: 3 clusters Score -183929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -183935.906250 Penalty: 2486.150146
	Iteration 16Q: 3 clusters Score -183935.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -183938.984375 Penalty: 2486.150146
	Iteration 17Q: 3 clusters Score -183939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -183942.031250 Penalty: 2486.150146
	Iteration 18Q: 3 clusters Score -183942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -183945.671875 Penalty: 2486.150146
	Iteration 19Q: 3 clusters Score -183945.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -183948.171875 Penalty: 2486.150146
	Iteration 20F: 3 clusters Score -183948.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -183953.203125 Penalty: 2486.150146
	Iteration 21Q: 3 clusters Score -183953.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -183959.937500 Penalty: 2486.150146
	Iteration 22Q: 3 clusters Score -183959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -183965.781250 Penalty: 2486.150146
	Iteration 23Q: 3 clusters Score -183965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -183968.296875 Penalty: 2486.150146
	Iteration 24Q: 3 clusters Score -183968.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -183971.546875 Penalty: 2486.150146
	Iteration 25Q: 3 clusters Score -183971.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -183975.093750 Penalty: 2486.150146
	Iteration 26Q: 3 clusters Score -183975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -183978.687500 Penalty: 2486.150146
	Iteration 27Q: 3 clusters Score -183978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -183981.953125 Penalty: 2486.150146
	Iteration 28Q: 3 clusters Score -183982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -183985.171875 Penalty: 2486.150146
	Iteration 29Q: 3 clusters Score -183985.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -183987.671875 Penalty: 2486.150146
	Iteration 30Q: 3 clusters Score -183987.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -183989.828125 Penalty: 2486.150146
	Iteration 31Q: 3 clusters Score -183989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -183994.671875 Penalty: 2486.150146
	Iteration 32Q: 3 clusters Score -183994.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -184001.187500 Penalty: 2486.150146
	Iteration 33Q: 3 clusters Score -184001.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -184005.750000 Penalty: 2486.150146
	Iteration 34Q: 3 clusters Score -184005.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -184008.515625 Penalty: 2486.150146
	Iteration 35Q: 3 clusters Score -184008.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -184012.718750 Penalty: 2486.150146
	Iteration 36Q: 3 clusters Score -184012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -184016.250000 Penalty: 2486.150146
	Iteration 37Q: 3 clusters Score -184016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -184018.312500 Penalty: 2486.150146
	Iteration 38Q: 3 clusters Score -184018.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184021.125000 Penalty: 2486.150146
	Iteration 39Q: 3 clusters Score -184021.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184023.421875 Penalty: 2486.150146
	Iteration 40F: 3 clusters Score -184023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -184025.062500 Penalty: 2486.150146
	Iteration 41Q: 3 clusters Score -184025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -184028.406250 Penalty: 2486.150146
	Iteration 42Q: 3 clusters Score -184028.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -184029.984375 Penalty: 2486.150146
	Iteration 43Q: 3 clusters Score -184030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -184030.515625 Penalty: 2486.150146
	Iteration 44Q: 3 clusters Score -184030.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184030.781250 Penalty: 2486.150146
	Iteration 45Q: 3 clusters Score -184030.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -184031.359375 Penalty: 2486.150146
	Iteration 46Q: 3 clusters Score -184031.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -184031.906250 Penalty: 2486.150146
	Iteration 47Q: 3 clusters Score -184031.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -184032.109375 Penalty: 2486.150146
	Iteration 48Q: 3 clusters Score -184032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -184032.109375 Penalty: 2486.150146
	Iteration 49F: 3 clusters Score -184032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1052327.375000 Penalty: 1524.427979
	Iteration 0F: 2 clusters Score -1052327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1044073.562500 Penalty: 3048.855957
	Iteration 0F: 3 clusters Score -1044074 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1046763.562500 Penalty: 3048.855957
	Iteration 1F: 3 clusters Score -1046764 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1047035.312500 Penalty: 3048.855957
	Iteration 2F: 3 clusters Score -1047035 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1047298.437500 Penalty: 3048.855957
	Iteration 3Q: 3 clusters Score -1047298 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1047580.312500 Penalty: 3048.855957
	Iteration 4Q: 3 clusters Score -1047580 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1047931.687500 Penalty: 3048.855957
	Iteration 5Q: 3 clusters Score -1047932 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1048454.562500 Penalty: 3048.855957
	Iteration 6F: 3 clusters Score -1048455 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1049173.625000 Penalty: 3048.855957
	Iteration 7F: 3 clusters Score -1049174 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1049989.125000 Penalty: 3048.855957
	Iteration 8F: 3 clusters Score -1049989 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1050663.000000 Penalty: 3048.855957
	Iteration 9F: 3 clusters Score -1050663 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1051118.250000 Penalty: 3048.855957
	Iteration 10F: 3 clusters Score -1051118 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1051403.750000 Penalty: 3048.855957
	Iteration 11Q: 3 clusters Score -1051404 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1051579.125000 Penalty: 3048.855957
	Iteration 12Q: 3 clusters Score -1051579 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1051677.875000 Penalty: 3048.855957
	Iteration 13Q: 3 clusters Score -1051678 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1051747.875000 Penalty: 3048.855957
	Iteration 14Q: 3 clusters Score -1051748 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1051804.000000 Penalty: 3048.855957
	Iteration 15Q: 3 clusters Score -1051804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1051842.875000 Penalty: 3048.855957
	Iteration 16Q: 3 clusters Score -1051843 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1051872.875000 Penalty: 3048.855957
	Iteration 17Q: 3 clusters Score -1051873 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1051891.750000 Penalty: 3048.855957
	Iteration 18Q: 3 clusters Score -1051892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1051899.375000 Penalty: 3048.855957
	Iteration 19Q: 3 clusters Score -1051899 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1051910.375000 Penalty: 3048.855957
	Iteration 20F: 3 clusters Score -1051910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1051915.000000 Penalty: 3048.855957
	Iteration 21Q: 3 clusters Score -1051915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1051918.500000 Penalty: 3048.855957
	Iteration 22Q: 3 clusters Score -1051918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1051924.750000 Penalty: 3048.855957
	Iteration 23Q: 3 clusters Score -1051925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1051926.375000 Penalty: 3048.855957
	Iteration 24Q: 3 clusters Score -1051926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1051932.875000 Penalty: 3048.855957
	Iteration 25Q: 3 clusters Score -1051933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1051935.125000 Penalty: 3048.855957
	Iteration 26Q: 3 clusters Score -1051935 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1051940.250000 Penalty: 3048.855957
	Iteration 27Q: 3 clusters Score -1051940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1051940.250000 Penalty: 3048.855957
	Iteration 28Q: 3 clusters Score -1051940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1051942.250000 Penalty: 3048.855957
	Iteration 29Q: 3 clusters Score -1051942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1051942.750000 Penalty: 3048.855957
	Iteration 30Q: 3 clusters Score -1051943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1051940.625000 Penalty: 3048.855957
	Iteration 31Q: 3 clusters Score -1051941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1051942.500000 Penalty: 3048.855957
	Iteration 32Q: 3 clusters Score -1051942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1051945.875000 Penalty: 3048.855957
	Iteration 33Q: 3 clusters Score -1051946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1051945.875000 Penalty: 3048.855957
	Iteration 34Q: 3 clusters Score -1051946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1051946.625000 Penalty: 3048.855957
	Iteration 35Q: 3 clusters Score -1051947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1051947.750000 Penalty: 3048.855957
	Iteration 36Q: 3 clusters Score -1051948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1051949.000000 Penalty: 3048.855957
	Iteration 37Q: 3 clusters Score -1051949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1051947.875000 Penalty: 3048.855957
	Iteration 38Q: 3 clusters Score -1051948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1051948.875000 Penalty: 3048.855957
	Iteration 39Q: 3 clusters Score -1051949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1051948.625000 Penalty: 3048.855957
	Iteration 40F: 3 clusters Score -1051949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Entering Unmasked Estep 
Score: -243081.218750 Penalty: 1291.612549
	Iteration 0F: 2 clusters Score -243081.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -240432.843750 Penalty: 2583.225098
	Iteration 0F: 3 clusters Score -240432.8 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241065.312500 Penalty: 2583.225098
	Iteration 1F: 3 clusters Score -241065.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -241281.421875 Penalty: 2583.225098
	Iteration 2F: 3 clusters Score -241281.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -241456.953125 Penalty: 2583.225098
	Iteration 3F: 3 clusters Score -241457 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -241610.812500 Penalty: 2583.225098
	Iteration 4F: 3 clusters Score -241610.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -241732.281250 Penalty: 2583.225098
	Iteration 5Q: 3 clusters Score -241732.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -241823.828125 Penalty: 2583.225098
	Iteration 6Q: 3 clusters Score -241823.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -241887.234375 Penalty: 2583.225098
	Iteration 7Q: 3 clusters Score -241887.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -241932.828125 Penalty: 2583.225098
	Iteration 8Q: 3 clusters Score -241932.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -241970.125000 Penalty: 2583.225098
	Iteration 9Q: 3 clusters Score -241970.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -241993.234375 Penalty: 2583.225098
	Iteration 10Q: 3 clusters Score -241993.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -242012.234375 Penalty: 2583.225098
	Iteration 11Q: 3 clusters Score -242012.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -242022.890625 Penalty: 2583.225098
	Iteration 12Q: 3 clusters Score -242022.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -242028.812500 Penalty: 2583.225098
	Iteration 13Q: 3 clusters Score -242028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -242032.156250 Penalty: 2583.225098
	Iteration 14Q: 3 clusters Score -242032.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -242036.281250 Penalty: 2583.225098
	Iteration 15Q: 3 clusters Score -242036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -242042.484375 Penalty: 2583.225098
	Iteration 16Q: 3 clusters Score -242042.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -242047.859375 Penalty: 2583.225098
	Iteration 17Q: 3 clusters Score -242047.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -242050.093750 Penalty: 2583.225098
	Iteration 18Q: 3 clusters Score -242050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -242054.515625 Penalty: 2583.225098
	Iteration 19Q: 3 clusters Score -242054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -242058.156250 Penalty: 2583.225098
	Iteration 20F: 3 clusters Score -242058.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -242063.265625 Penalty: 2583.225098
	Iteration 21Q: 3 clusters Score -242063.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -242067.453125 Penalty: 2583.225098
	Iteration 22Q: 3 clusters Score -242067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -242072.671875 Penalty: 2583.225098
	Iteration 23Q: 3 clusters Score -242072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -242078.250000 Penalty: 2583.225098
	Iteration 24Q: 3 clusters Score -242078.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -242080.765625 Penalty: 2583.225098
	Iteration 25Q: 3 clusters Score -242080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -242083.421875 Penalty: 2583.225098
	Iteration 26Q: 3 clusters Score -242083.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -242086.328125 Penalty: 2583.225098
	Iteration 27Q: 3 clusters Score -242086.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -242089.671875 Penalty: 2583.225098
	Iteration 28Q: 3 clusters Score -242089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -242091.328125 Penalty: 2583.225098
	Iteration 29Q: 3 clusters Score -242091.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -242092.265625 Penalty: 2583.225098
	Iteration 30Q: 3 clusters Score -242092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -242094.562500 Penalty: 2583.225098
	Iteration 31Q: 3 clusters Score -242094.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -242096.390625 Penalty: 2583.225098
	Iteration 32Q: 3 clusters Score -242096.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -242099.656250 Penalty: 2583.225098
	Iteration 33Q: 3 clusters Score -242099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -242101.953125 Penalty: 2583.225098
	Iteration 34Q: 3 clusters Score -242102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -242104.375000 Penalty: 2583.225098
	Iteration 35Q: 3 clusters Score -242104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -242106.750000 Penalty: 2583.225098
	Iteration 36Q: 3 clusters Score -242106.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -242110.406250 Penalty: 2583.225098
	Iteration 37Q: 3 clusters Score -242110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -242113.484375 Penalty: 2583.225098
	Iteration 38Q: 3 clusters Score -242113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242116.406250 Penalty: 2583.225098
	Iteration 39Q: 3 clusters Score -242116.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -242120.843750 Penalty: 2583.225098
	Iteration 40F: 3 clusters Score -242120.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -242126.453125 Penalty: 2583.225098
	Iteration 41Q: 3 clusters Score -242126.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -242133.343750 Penalty: 2583.225098
	Iteration 42Q: 3 clusters Score -242133.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -242137.234375 Penalty: 2583.225098
	Iteration 43Q: 3 clusters Score -242137.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -242144.234375 Penalty: 2583.225098
	Iteration 44Q: 3 clusters Score -242144.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -242152.453125 Penalty: 2583.225098
	Iteration 45Q: 3 clusters Score -242152.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -242162.437500 Penalty: 2583.225098
	Iteration 46Q: 3 clusters Score -242162.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -242169.359375 Penalty: 2583.225098
	Iteration 47Q: 3 clusters Score -242169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -242174.953125 Penalty: 2583.225098
	Iteration 48Q: 3 clusters Score -242175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -242184.468750 Penalty: 2583.225098
	Iteration 49Q: 3 clusters Score -242184.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -242189.859375 Penalty: 2583.225098
	Iteration 50Q: 3 clusters Score -242189.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -242195.343750 Penalty: 2583.225098
	Iteration 51Q: 3 clusters Score -242195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -242201.500000 Penalty: 2583.225098
	Iteration 52Q: 3 clusters Score -242201.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -242205.593750 Penalty: 2583.225098
	Iteration 53Q: 3 clusters Score -242205.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -242208.703125 Penalty: 2583.225098
	Iteration 54Q: 3 clusters Score -242208.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -242212.984375 Penalty: 2583.225098
	Iteration 55Q: 3 clusters Score -242213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -242218.281250 Penalty: 2583.225098
	Iteration 56Q: 3 clusters Score -242218.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -242226.109375 Penalty: 2583.225098
	Iteration 57Q: 3 clusters Score -242226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -242229.609375 Penalty: 2583.225098
	Iteration 58Q: 3 clusters Score -242229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -242232.765625 Penalty: 2583.225098
	Iteration 59Q: 3 clusters Score -242232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -242235.859375 Penalty: 2583.225098
	Iteration 60F: 3 clusters Score -242235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -242238.046875 Penalty: 2583.225098
	Iteration 61Q: 3 clusters Score -242238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -242240.093750 Penalty: 2583.225098
	Iteration 62Q: 3 clusters Score -242240.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -242243.578125 Penalty: 2583.225098
	Iteration 63Q: 3 clusters Score -242243.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -242245.796875 Penalty: 2583.225098
	Iteration 64Q: 3 clusters Score -242245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -242248.828125 Penalty: 2583.225098
	Iteration 65Q: 3 clusters Score -242248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -242250.546875 Penalty: 2583.225098
	Iteration 66Q: 3 clusters Score -242250.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -242251.593750 Penalty: 2583.225098
	Iteration 67Q: 3 clusters Score -242251.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -242252.984375 Penalty: 2583.225098
	Iteration 68Q: 3 clusters Score -242253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -242254.125000 Penalty: 2583.225098
	Iteration 69Q: 3 clusters Score -242254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -242255.609375 Penalty: 2583.225098
	Iteration 70Q: 3 clusters Score -242255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -242255.812500 Penalty: 2583.225098
	Iteration 71Q: 3 clusters Score -242255.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -242256.687500 Penalty: 2583.225098
	Iteration 72Q: 3 clusters Score -242256.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -242256.687500 Penalty: 2583.225098
	Iteration 73F: 3 clusters Score -242256.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Entering Unmasked Estep 
Score: -602953.125000 Penalty: 1430.629639
	Iteration 0F: 2 clusters Score -602953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -597904.875000 Penalty: 2861.259277
	Iteration 0F: 3 clusters Score -597904.9 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -599353.437500 Penalty: 2861.259277
	Iteration 1F: 3 clusters Score -599353.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -599553.750000 Penalty: 2861.259277
	Iteration 2F: 3 clusters Score -599553.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -599705.812500 Penalty: 2861.259277
	Iteration 3F: 3 clusters Score -599705.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -599846.312500 Penalty: 2861.259277
	Iteration 4Q: 3 clusters Score -599846.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -600014.062500 Penalty: 2861.259277
	Iteration 5Q: 3 clusters Score -600014.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -600230.562500 Penalty: 2861.259277
	Iteration 6Q: 3 clusters Score -600230.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -600467.562500 Penalty: 2861.259277
	Iteration 7Q: 3 clusters Score -600467.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -600789.937500 Penalty: 2861.259277
	Iteration 8F: 3 clusters Score -600789.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -601237.250000 Penalty: 2861.259277
	Iteration 9F: 3 clusters Score -601237.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -601664.187500 Penalty: 2861.259277
	Iteration 10F: 3 clusters Score -601664.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -601981.062500 Penalty: 2861.259277
	Iteration 11Q: 3 clusters Score -601981.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -602183.375000 Penalty: 2861.259277
	Iteration 12Q: 3 clusters Score -602183.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -602300.125000 Penalty: 2861.259277
	Iteration 13Q: 3 clusters Score -602300.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -602356.687500 Penalty: 2861.259277
	Iteration 14Q: 3 clusters Score -602356.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -602377.562500 Penalty: 2861.259277
	Iteration 15Q: 3 clusters Score -602377.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -602392.437500 Penalty: 2861.259277
	Iteration 16Q: 3 clusters Score -602392.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -602402.500000 Penalty: 2861.259277
	Iteration 17Q: 3 clusters Score -602402.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -602410.875000 Penalty: 2861.259277
	Iteration 18Q: 3 clusters Score -602410.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -602414.937500 Penalty: 2861.259277
	Iteration 19Q: 3 clusters Score -602414.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -602418.250000 Penalty: 2861.259277
	Iteration 20F: 3 clusters Score -602418.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -602421.125000 Penalty: 2861.259277
	Iteration 21Q: 3 clusters Score -602421.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -602423.437500 Penalty: 2861.259277
	Iteration 22Q: 3 clusters Score -602423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -602425.500000 Penalty: 2861.259277
	Iteration 23Q: 3 clusters Score -602425.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -602425.562500 Penalty: 2861.259277
	Iteration 24Q: 3 clusters Score -602425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -602426.812500 Penalty: 2861.259277
	Iteration 25Q: 3 clusters Score -602426.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -602429.125000 Penalty: 2861.259277
	Iteration 26Q: 3 clusters Score -602429.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -602428.875000 Penalty: 2861.259277
	Iteration 27Q: 3 clusters Score -602428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -602429.812500 Penalty: 2861.259277
	Iteration 28Q: 3 clusters Score -602429.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -602430.062500 Penalty: 2861.259277
	Iteration 29Q: 3 clusters Score -602430.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -602432.062500 Penalty: 2861.259277
	Iteration 30Q: 3 clusters Score -602432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -602432.062500 Penalty: 2861.259277
	Iteration 31Q: 3 clusters Score -602432.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -602431.437500 Penalty: 2861.259277
	Iteration 32Q: 3 clusters Score -602431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -602431.437500 Penalty: 2861.259277
	Iteration 33F: 3 clusters Score -602431.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -213666.812500 Penalty: 1268.124512
	Iteration 0F: 2 clusters Score -213666.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -211305.500000 Penalty: 2536.249023
	Iteration 0F: 3 clusters Score -211305.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -211857.062500 Penalty: 2536.249023
	Iteration 1F: 3 clusters Score -211857.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -211995.250000 Penalty: 2536.249023
	Iteration 2F: 3 clusters Score -211995.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -212092.343750 Penalty: 2536.249023
	Iteration 3F: 3 clusters Score -212092.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -212167.265625 Penalty: 2536.249023
	Iteration 4Q: 3 clusters Score -212167.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -212213.250000 Penalty: 2536.249023
	Iteration 5Q: 3 clusters Score -212213.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -212262.687500 Penalty: 2536.249023
	Iteration 6Q: 3 clusters Score -212262.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -212287.765625 Penalty: 2536.249023
	Iteration 7Q: 3 clusters Score -212287.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -212303.843750 Penalty: 2536.249023
	Iteration 8Q: 3 clusters Score -212303.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -212314.296875 Penalty: 2536.249023
	Iteration 9Q: 3 clusters Score -212314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -212321.671875 Penalty: 2536.249023
	Iteration 10Q: 3 clusters Score -212321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -212330.296875 Penalty: 2536.249023
	Iteration 11Q: 3 clusters Score -212330.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212337.875000 Penalty: 2536.249023
	Iteration 12Q: 3 clusters Score -212337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212346.046875 Penalty: 2536.249023
	Iteration 13Q: 3 clusters Score -212346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -212356.687500 Penalty: 2536.249023
	Iteration 14Q: 3 clusters Score -212356.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -212368.406250 Penalty: 2536.249023
	Iteration 15Q: 3 clusters Score -212368.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -212378.250000 Penalty: 2536.249023
	Iteration 16Q: 3 clusters Score -212378.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -212388.187500 Penalty: 2536.249023
	Iteration 17Q: 3 clusters Score -212388.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -212400.187500 Penalty: 2536.249023
	Iteration 18Q: 3 clusters Score -212400.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -212411.156250 Penalty: 2536.249023
	Iteration 19Q: 3 clusters Score -212411.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -212422.015625 Penalty: 2536.249023
	Iteration 20F: 3 clusters Score -212422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -212427.453125 Penalty: 2536.249023
	Iteration 21Q: 3 clusters Score -212427.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -212437.156250 Penalty: 2536.249023
	Iteration 22Q: 3 clusters Score -212437.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -212446.859375 Penalty: 2536.249023
	Iteration 23Q: 3 clusters Score -212446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -212451.968750 Penalty: 2536.249023
	Iteration 24Q: 3 clusters Score -212452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -212455.484375 Penalty: 2536.249023
	Iteration 25Q: 3 clusters Score -212455.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -212459.937500 Penalty: 2536.249023
	Iteration 26Q: 3 clusters Score -212459.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -212465.046875 Penalty: 2536.249023
	Iteration 27Q: 3 clusters Score -212465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -212469.750000 Penalty: 2536.249023
	Iteration 28Q: 3 clusters Score -212469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -212473.484375 Penalty: 2536.249023
	Iteration 29Q: 3 clusters Score -212473.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -212475.984375 Penalty: 2536.249023
	Iteration 30Q: 3 clusters Score -212476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -212477.859375 Penalty: 2536.249023
	Iteration 31Q: 3 clusters Score -212477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -212480.687500 Penalty: 2536.249023
	Iteration 32Q: 3 clusters Score -212480.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -212487.375000 Penalty: 2536.249023
	Iteration 33Q: 3 clusters Score -212487.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -212495.109375 Penalty: 2536.249023
	Iteration 34Q: 3 clusters Score -212495.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -212509.265625 Penalty: 2536.249023
	Iteration 35Q: 3 clusters Score -212509.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -212522.265625 Penalty: 2536.249023
	Iteration 36Q: 3 clusters Score -212522.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -212531.359375 Penalty: 2536.249023
	Iteration 37Q: 3 clusters Score -212531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -212536.921875 Penalty: 2536.249023
	Iteration 38Q: 3 clusters Score -212536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -212540.593750 Penalty: 2536.249023
	Iteration 39Q: 3 clusters Score -212540.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -212544.593750 Penalty: 2536.249023
	Iteration 40F: 3 clusters Score -212544.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -212547.093750 Penalty: 2536.249023
	Iteration 41Q: 3 clusters Score -212547.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -212551.687500 Penalty: 2536.249023
	Iteration 42Q: 3 clusters Score -212551.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -212557.078125 Penalty: 2536.249023
	Iteration 43Q: 3 clusters Score -212557.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -212566.687500 Penalty: 2536.249023
	Iteration 44Q: 3 clusters Score -212566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -212583.531250 Penalty: 2536.249023
	Iteration 45Q: 3 clusters Score -212583.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -212604.828125 Penalty: 2536.249023
	Iteration 46Q: 3 clusters Score -212604.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -212615.843750 Penalty: 2536.249023
	Iteration 47Q: 3 clusters Score -212615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -212620.531250 Penalty: 2536.249023
	Iteration 48Q: 3 clusters Score -212620.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -212625.718750 Penalty: 2536.249023
	Iteration 49Q: 3 clusters Score -212625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -212633.843750 Penalty: 2536.249023
	Iteration 50Q: 3 clusters Score -212633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -212636.828125 Penalty: 2536.249023
	Iteration 51Q: 3 clusters Score -212636.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -212639.859375 Penalty: 2536.249023
	Iteration 52Q: 3 clusters Score -212639.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -212642.687500 Penalty: 2536.249023
	Iteration 53Q: 3 clusters Score -212642.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -212646.828125 Penalty: 2536.249023
	Iteration 54Q: 3 clusters Score -212646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -212654.203125 Penalty: 2536.249023
	Iteration 55Q: 3 clusters Score -212654.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -212665.906250 Penalty: 2536.249023
	Iteration 56Q: 3 clusters Score -212665.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -212672.468750 Penalty: 2536.249023
	Iteration 57Q: 3 clusters Score -212672.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -212675.312500 Penalty: 2536.249023
	Iteration 58Q: 3 clusters Score -212675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -212678.406250 Penalty: 2536.249023
	Iteration 59Q: 3 clusters Score -212678.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -212678.515625 Penalty: 2536.249023
	Iteration 60F: 3 clusters Score -212678.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -212679.390625 Penalty: 2536.249023
	Iteration 61Q: 3 clusters Score -212679.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -212680.890625 Penalty: 2536.249023
	Iteration 62Q: 3 clusters Score -212680.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -212680.890625 Penalty: 2536.249023
	Iteration 63F: 3 clusters Score -212680.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Entering Unmasked Estep 
Score: -459814.718750 Penalty: 1391.817383
	Iteration 0F: 2 clusters Score -459814.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -455749.218750 Penalty: 2783.634766
	Iteration 0F: 3 clusters Score -455749.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -456863.125000 Penalty: 2783.634766
	Iteration 1F: 3 clusters Score -456863.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -457045.156250 Penalty: 2783.634766
	Iteration 2F: 3 clusters Score -457045.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -457185.531250 Penalty: 2783.634766
	Iteration 3F: 3 clusters Score -457185.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -457304.031250 Penalty: 2783.634766
	Iteration 4Q: 3 clusters Score -457304 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -457386.906250 Penalty: 2783.634766
	Iteration 5Q: 3 clusters Score -457386.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -457456.406250 Penalty: 2783.634766
	Iteration 6Q: 3 clusters Score -457456.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -457513.250000 Penalty: 2783.634766
	Iteration 7Q: 3 clusters Score -457513.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -457555.593750 Penalty: 2783.634766
	Iteration 8Q: 3 clusters Score -457555.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -457586.031250 Penalty: 2783.634766
	Iteration 9Q: 3 clusters Score -457586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -457617.531250 Penalty: 2783.634766
	Iteration 10Q: 3 clusters Score -457617.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -457646.781250 Penalty: 2783.634766
	Iteration 11Q: 3 clusters Score -457646.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -457670.218750 Penalty: 2783.634766
	Iteration 12Q: 3 clusters Score -457670.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -457692.125000 Penalty: 2783.634766
	Iteration 13Q: 3 clusters Score -457692.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -457718.437500 Penalty: 2783.634766
	Iteration 14Q: 3 clusters Score -457718.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -457751.812500 Penalty: 2783.634766
	Iteration 15Q: 3 clusters Score -457751.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -457796.406250 Penalty: 2783.634766
	Iteration 16Q: 3 clusters Score -457796.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -457841.156250 Penalty: 2783.634766
	Iteration 17Q: 3 clusters Score -457841.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -457902.031250 Penalty: 2783.634766
	Iteration 18Q: 3 clusters Score -457902 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -457963.093750 Penalty: 2783.634766
	Iteration 19Q: 3 clusters Score -457963.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -458025.468750 Penalty: 2783.634766
	Iteration 20F: 3 clusters Score -458025.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -458085.031250 Penalty: 2783.634766
	Iteration 21Q: 3 clusters Score -458085 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -458136.031250 Penalty: 2783.634766
	Iteration 22Q: 3 clusters Score -458136 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -458186.593750 Penalty: 2783.634766
	Iteration 23Q: 3 clusters Score -458186.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -458238.062500 Penalty: 2783.634766
	Iteration 24Q: 3 clusters Score -458238.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -458293.218750 Penalty: 2783.634766
	Iteration 25Q: 3 clusters Score -458293.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -458348.406250 Penalty: 2783.634766
	Iteration 26Q: 3 clusters Score -458348.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -458392.812500 Penalty: 2783.634766
	Iteration 27Q: 3 clusters Score -458392.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -458427.937500 Penalty: 2783.634766
	Iteration 28Q: 3 clusters Score -458427.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -458463.062500 Penalty: 2783.634766
	Iteration 29Q: 3 clusters Score -458463.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -458495.781250 Penalty: 2783.634766
	Iteration 30Q: 3 clusters Score -458495.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -458515.625000 Penalty: 2783.634766
	Iteration 31Q: 3 clusters Score -458515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -458531.625000 Penalty: 2783.634766
	Iteration 32Q: 3 clusters Score -458531.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -458544.468750 Penalty: 2783.634766
	Iteration 33Q: 3 clusters Score -458544.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -458549.062500 Penalty: 2783.634766
	Iteration 34Q: 3 clusters Score -458549.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -458554.125000 Penalty: 2783.634766
	Iteration 35Q: 3 clusters Score -458554.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -458557.281250 Penalty: 2783.634766
	Iteration 36Q: 3 clusters Score -458557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -458566.656250 Penalty: 2783.634766
	Iteration 37Q: 3 clusters Score -458566.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -458572.156250 Penalty: 2783.634766
	Iteration 38Q: 3 clusters Score -458572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -458577.000000 Penalty: 2783.634766
	Iteration 39Q: 3 clusters Score -458577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -458579.218750 Penalty: 2783.634766
	Iteration 40F: 3 clusters Score -458579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -458581.187500 Penalty: 2783.634766
	Iteration 41Q: 3 clusters Score -458581.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -458581.187500 Penalty: 2783.634766
	Iteration 42F: 3 clusters Score -458581.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -111104.468750 Penalty: 1156.150024
	Iteration 0F: 2 clusters Score -111104.5 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 619 members 
Entering Unmasked Estep 
Score: -109484.882812 Penalty: 2312.300049
	Iteration 0F: 3 clusters Score -109484.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109761.812500 Penalty: 2312.300049
	Iteration 1F: 3 clusters Score -109761.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -109829.054688 Penalty: 2312.300049
	Iteration 2F: 3 clusters Score -109829.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -109867.531250 Penalty: 2312.300049
	Iteration 3Q: 3 clusters Score -109867.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -109892.734375 Penalty: 2312.300049
	Iteration 4Q: 3 clusters Score -109892.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109910.843750 Penalty: 2312.300049
	Iteration 5Q: 3 clusters Score -109910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109930.765625 Penalty: 2312.300049
	Iteration 6Q: 3 clusters Score -109930.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109947.914062 Penalty: 2312.300049
	Iteration 7Q: 3 clusters Score -109947.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -109956.234375 Penalty: 2312.300049
	Iteration 8Q: 3 clusters Score -109956.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109963.828125 Penalty: 2312.300049
	Iteration 9Q: 3 clusters Score -109963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -109975.164062 Penalty: 2312.300049
	Iteration 10Q: 3 clusters Score -109975.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109984.921875 Penalty: 2312.300049
	Iteration 11Q: 3 clusters Score -109984.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -109991.375000 Penalty: 2312.300049
	Iteration 12Q: 3 clusters Score -109991.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -109994.445312 Penalty: 2312.300049
	Iteration 13Q: 3 clusters Score -109994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -109996.757812 Penalty: 2312.300049
	Iteration 14Q: 3 clusters Score -109996.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109997.804688 Penalty: 2312.300049
	Iteration 15Q: 3 clusters Score -109997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -109997.804688 Penalty: 2312.300049
	Iteration 16F: 3 clusters Score -109997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Entering Unmasked Estep 
Score: -123439.945312 Penalty: 1177.766357
	Iteration 0F: 2 clusters Score -123439.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121749.484375 Penalty: 2355.532715
	Iteration 0F: 3 clusters Score -121749.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122109.148438 Penalty: 2355.532715
	Iteration 1F: 3 clusters Score -122109.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122231.804688 Penalty: 2355.532715
	Iteration 2F: 3 clusters Score -122231.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -122321.710938 Penalty: 2355.532715
	Iteration 3F: 3 clusters Score -122321.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122419.781250 Penalty: 2355.532715
	Iteration 4F: 3 clusters Score -122419.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -122522.976562 Penalty: 2355.532715
	Iteration 5Q: 3 clusters Score -122523 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -122630.296875 Penalty: 2355.532715
	Iteration 6Q: 3 clusters Score -122630.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122715.734375 Penalty: 2355.532715
	Iteration 7Q: 3 clusters Score -122715.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -122781.289062 Penalty: 2355.532715
	Iteration 8Q: 3 clusters Score -122781.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122814.476562 Penalty: 2355.532715
	Iteration 9Q: 3 clusters Score -122814.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122831.242188 Penalty: 2355.532715
	Iteration 10Q: 3 clusters Score -122831.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122836.132812 Penalty: 2355.532715
	Iteration 11Q: 3 clusters Score -122836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -122842.085938 Penalty: 2355.532715
	Iteration 12Q: 3 clusters Score -122842.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122844.750000 Penalty: 2355.532715
	Iteration 13Q: 3 clusters Score -122844.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122854.250000 Penalty: 2355.532715
	Iteration 14Q: 3 clusters Score -122854.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122866.320312 Penalty: 2355.532715
	Iteration 15Q: 3 clusters Score -122866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122872.890625 Penalty: 2355.532715
	Iteration 16Q: 3 clusters Score -122872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122876.554688 Penalty: 2355.532715
	Iteration 17Q: 3 clusters Score -122876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -122878.960938 Penalty: 2355.532715
	Iteration 18Q: 3 clusters Score -122879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -122879.648438 Penalty: 2355.532715
	Iteration 19Q: 3 clusters Score -122879.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122880.234375 Penalty: 2355.532715
	Iteration 20F: 3 clusters Score -122880.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122880.773438 Penalty: 2355.532715
	Iteration 21Q: 3 clusters Score -122880.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -122880.773438 Penalty: 2355.532715
	Iteration 22F: 3 clusters Score -122880.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Entering Unmasked Estep 
Score: -1823375.500000 Penalty: 1610.853271
	Iteration 0F: 2 clusters Score -1823376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1809504.125000 Penalty: 3221.706543
	Iteration 0F: 3 clusters Score -1809504 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1814622.625000 Penalty: 3221.706543
	Iteration 1F: 3 clusters Score -1814623 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1815058.500000 Penalty: 3221.706543
	Iteration 2F: 3 clusters Score -1815058 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1815513.875000 Penalty: 3221.706543
	Iteration 3F: 3 clusters Score -1815514 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1816061.000000 Penalty: 3221.706543
	Iteration 4F: 3 clusters Score -1816061 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1816661.375000 Penalty: 3221.706543
	Iteration 5F: 3 clusters Score -1816661 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1817314.625000 Penalty: 3221.706543
	Iteration 6F: 3 clusters Score -1817315 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1817981.500000 Penalty: 3221.706543
	Iteration 7F: 3 clusters Score -1817982 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1818600.875000 Penalty: 3221.706543
	Iteration 8Q: 3 clusters Score -1818601 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1819160.000000 Penalty: 3221.706543
	Iteration 9Q: 3 clusters Score -1819160 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1819617.375000 Penalty: 3221.706543
	Iteration 10Q: 3 clusters Score -1819617 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1819953.125000 Penalty: 3221.706543
	Iteration 11Q: 3 clusters Score -1819953 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1820185.500000 Penalty: 3221.706543
	Iteration 12Q: 3 clusters Score -1820186 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1820372.000000 Penalty: 3221.706543
	Iteration 13Q: 3 clusters Score -1820372 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1820521.625000 Penalty: 3221.706543
	Iteration 14Q: 3 clusters Score -1820522 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1820681.750000 Penalty: 3221.706543
	Iteration 15Q: 3 clusters Score -1820682 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1820825.750000 Penalty: 3221.706543
	Iteration 16Q: 3 clusters Score -1820826 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1820930.125000 Penalty: 3221.706543
	Iteration 17Q: 3 clusters Score -1820930 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1821004.000000 Penalty: 3221.706543
	Iteration 18Q: 3 clusters Score -1821004 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1821081.000000 Penalty: 3221.706543
	Iteration 19Q: 3 clusters Score -1821081 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1821169.125000 Penalty: 3221.706543
	Iteration 20F: 3 clusters Score -1821169 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1821270.500000 Penalty: 3221.706543
	Iteration 21Q: 3 clusters Score -1821270 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1821366.375000 Penalty: 3221.706543
	Iteration 22Q: 3 clusters Score -1821366 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1821472.375000 Penalty: 3221.706543
	Iteration 23Q: 3 clusters Score -1821472 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1821598.750000 Penalty: 3221.706543
	Iteration 24Q: 3 clusters Score -1821599 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1821747.750000 Penalty: 3221.706543
	Iteration 25Q: 3 clusters Score -1821748 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1821970.125000 Penalty: 3221.706543
	Iteration 26Q: 3 clusters Score -1821970 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1822314.250000 Penalty: 3221.706543
	Iteration 27Q: 3 clusters Score -1822314 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1822836.750000 Penalty: 3221.706543
	Iteration 28Q: 3 clusters Score -1822837 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1823319.375000 Penalty: 3221.706543
	Iteration 29Q: 3 clusters Score -1823319 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1823566.750000 Penalty: 3221.706543
	Iteration 30Q: 3 clusters Score -1823567 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1823675.250000 Penalty: 3221.706543
	Iteration 31Q: 3 clusters Score -1823675 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1823773.000000 Penalty: 3221.706543
	Iteration 32Q: 3 clusters Score -1823773 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1823842.125000 Penalty: 3221.706543
	Iteration 33Q: 3 clusters Score -1823842 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1823874.000000 Penalty: 3221.706543
	Iteration 34Q: 3 clusters Score -1823874 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1823898.500000 Penalty: 3221.706543
	Iteration 35Q: 3 clusters Score -1823898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1823918.500000 Penalty: 3221.706543
	Iteration 36Q: 3 clusters Score -1823918 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1823930.875000 Penalty: 3221.706543
	Iteration 37Q: 3 clusters Score -1823931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1823936.750000 Penalty: 3221.706543
	Iteration 38Q: 3 clusters Score -1823937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1823935.000000 Penalty: 3221.706543
	Iteration 39Q: 3 clusters Score -1823935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1823978.250000 Penalty: 3221.706543
	Iteration 40F: 3 clusters Score -1823978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1824012.625000 Penalty: 3221.706543
	Iteration 41Q: 3 clusters Score -1824013 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1824032.500000 Penalty: 3221.706543
	Iteration 42Q: 3 clusters Score -1824032 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1824040.000000 Penalty: 3221.706543
	Iteration 43Q: 3 clusters Score -1824040 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1824058.125000 Penalty: 3221.706543
	Iteration 44Q: 3 clusters Score -1824058 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1824058.000000 Penalty: 3221.706543
	Iteration 45Q: 3 clusters Score -1824058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1824072.000000 Penalty: 3221.706543
	Iteration 46Q: 3 clusters Score -1824072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1824087.500000 Penalty: 3221.706543
	Iteration 47Q: 3 clusters Score -1824088 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1824089.375000 Penalty: 3221.706543
	Iteration 48Q: 3 clusters Score -1824089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1824095.000000 Penalty: 3221.706543
	Iteration 49Q: 3 clusters Score -1824095 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1824101.375000 Penalty: 3221.706543
	Iteration 50Q: 3 clusters Score -1824101 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1824112.625000 Penalty: 3221.706543
	Iteration 51Q: 3 clusters Score -1824113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1824109.500000 Penalty: 3221.706543
	Iteration 52Q: 3 clusters Score -1824110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1824124.375000 Penalty: 3221.706543
	Iteration 53Q: 3 clusters Score -1824124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1824132.250000 Penalty: 3221.706543
	Iteration 54Q: 3 clusters Score -1824132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1824137.000000 Penalty: 3221.706543
	Iteration 55Q: 3 clusters Score -1824137 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1824148.250000 Penalty: 3221.706543
	Iteration 56Q: 3 clusters Score -1824148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1824152.250000 Penalty: 3221.706543
	Iteration 57Q: 3 clusters Score -1824152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1824149.000000 Penalty: 3221.706543
	Iteration 58Q: 3 clusters Score -1824149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1824160.625000 Penalty: 3221.706543
	Iteration 59Q: 3 clusters Score -1824161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1824165.375000 Penalty: 3221.706543
	Iteration 60F: 3 clusters Score -1824165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1824168.375000 Penalty: 3221.706543
	Iteration 61Q: 3 clusters Score -1824168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1824167.750000 Penalty: 3221.706543
	Iteration 62Q: 3 clusters Score -1824168 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1824174.500000 Penalty: 3221.706543
	Iteration 63Q: 3 clusters Score -1824174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1824184.375000 Penalty: 3221.706543
	Iteration 64Q: 3 clusters Score -1824184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1824190.000000 Penalty: 3221.706543
	Iteration 65Q: 3 clusters Score -1824190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1824200.125000 Penalty: 3221.706543
	Iteration 66Q: 3 clusters Score -1824200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1824196.500000 Penalty: 3221.706543
	Iteration 67Q: 3 clusters Score -1824196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1824201.500000 Penalty: 3221.706543
	Iteration 68Q: 3 clusters Score -1824202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1824207.500000 Penalty: 3221.706543
	Iteration 69Q: 3 clusters Score -1824208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1824216.000000 Penalty: 3221.706543
	Iteration 70Q: 3 clusters Score -1824216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1824218.625000 Penalty: 3221.706543
	Iteration 71Q: 3 clusters Score -1824219 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1824217.875000 Penalty: 3221.706543
	Iteration 72Q: 3 clusters Score -1824218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1824222.000000 Penalty: 3221.706543
	Iteration 73Q: 3 clusters Score -1824222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1824223.250000 Penalty: 3221.706543
	Iteration 74Q: 3 clusters Score -1824223 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1824226.500000 Penalty: 3221.706543
	Iteration 75Q: 3 clusters Score -1824226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1824228.375000 Penalty: 3221.706543
	Iteration 76Q: 3 clusters Score -1824228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1824229.375000 Penalty: 3221.706543
	Iteration 77Q: 3 clusters Score -1824229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1824230.375000 Penalty: 3221.706543
	Iteration 78Q: 3 clusters Score -1824230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1824236.875000 Penalty: 3221.706543
	Iteration 79Q: 3 clusters Score -1824237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1824239.250000 Penalty: 3221.706543
	Iteration 80F: 3 clusters Score -1824239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1824241.375000 Penalty: 3221.706543
	Iteration 81Q: 3 clusters Score -1824241 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1824243.250000 Penalty: 3221.706543
	Iteration 82Q: 3 clusters Score -1824243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1824241.500000 Penalty: 3221.706543
	Iteration 83Q: 3 clusters Score -1824242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1824236.625000 Penalty: 3221.706543
	Iteration 84Q: 3 clusters Score -1824237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1824240.625000 Penalty: 3221.706543
	Iteration 85Q: 3 clusters Score -1824241 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1824238.125000 Penalty: 3221.706543
	Iteration 86Q: 3 clusters Score -1824238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1824242.250000 Penalty: 3221.706543
	Iteration 87Q: 3 clusters Score -1824242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1824242.125000 Penalty: 3221.706543
	Iteration 88Q: 3 clusters Score -1824242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1824242.500000 Penalty: 3221.706543
	Iteration 89Q: 3 clusters Score -1824242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1824241.125000 Penalty: 3221.706543
	Iteration 90Q: 3 clusters Score -1824241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1824240.625000 Penalty: 3221.706543
	Iteration 91Q: 3 clusters Score -1824241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1824240.125000 Penalty: 3221.706543
	Iteration 92Q: 3 clusters Score -1824240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1824242.875000 Penalty: 3221.706543
	Iteration 93Q: 3 clusters Score -1824243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1824238.375000 Penalty: 3221.706543
	Iteration 94Q: 3 clusters Score -1824238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1824238.125000 Penalty: 3221.706543
	Iteration 95Q: 3 clusters Score -1824238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1824248.000000 Penalty: 3221.706543
	Iteration 96Q: 3 clusters Score -1824248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1824244.125000 Penalty: 3221.706543
	Iteration 97Q: 3 clusters Score -1824244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1824247.250000 Penalty: 3221.706543
	Iteration 98Q: 3 clusters Score -1824247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1824249.000000 Penalty: 3221.706543
	Iteration 99Q: 3 clusters Score -1824249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1824246.875000 Penalty: 3221.706543
	Iteration 100F: 3 clusters Score -1824247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 67408 members 
Mstep: Class 3 contains 13039 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18515 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34327 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28862 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 15185 members 
Mstep: Class 26 contains 5005 members 
Entering Unmasked Estep 
Score: -24812632.000000 Penalty: 53018.050781
Splitting cluster 25 changes total score from -24812090.000000 to -24812632.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 67408 members 
Mstep: Class 3 contains 13039 members 
Mstep: Class 4 contains 4744 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18515 members 
Mstep: Class 8 contains 13093 members 
Mstep: Class 9 contains 6429 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34327 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28862 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 2100 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2831 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1230 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 15185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812938.000000 Penalty: 53018.050781
Iteration 199Q: 27 clusters Score -2.481294e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 67409 members 
Mstep: Class 3 contains 13070 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18487 members 
Mstep: Class 8 contains 12929 members 
Mstep: Class 9 contains 6428 members 
Mstep: Class 10 contains 3504 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34249 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3605 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11862 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1269 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14895 members 
Mstep: Class 26 contains 4955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813416.000000 Penalty: 53018.050781
Iteration 200F: 27 clusters Score -2.481342e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 67432 members 
Mstep: Class 3 contains 13042 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 12796 members 
Mstep: Class 9 contains 6425 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34210 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3570 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11859 members 
Mstep: Class 19 contains 2842 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1254 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14715 members 
Mstep: Class 26 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813804.000000 Penalty: 53018.050781
Iteration 201Q: 27 clusters Score -2.48138e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 67452 members 
Mstep: Class 3 contains 12990 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 6421 members 
Mstep: Class 10 contains 3508 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 34168 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 15 contains 28897 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11856 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1254 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14659 members 
Mstep: Class 26 contains 5766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813926.000000 Penalty: 53018.050781
Iteration 202Q: 27 clusters Score -2.481393e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 67468 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18481 members 
Mstep: Class 8 contains 12529 members 
Mstep: Class 9 contains 6411 members 
Mstep: Class 10 contains 3510 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 34120 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11852 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1259 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14665 members 
Mstep: Class 26 contains 6033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814220.000000 Penalty: 53018.050781
Iteration 203Q: 27 clusters Score -2.481422e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18480 members 
Mstep: Class 8 contains 12400 members 
Mstep: Class 9 contains 6398 members 
Mstep: Class 10 contains 3513 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 34087 members 
Mstep: Class 13 contains 5712 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28892 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 2098 members 
Mstep: Class 18 contains 11845 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6660 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 1264 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14687 members 
Mstep: Class 26 contains 6296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814408.000000 Penalty: 53018.050781
Iteration 204Q: 27 clusters Score -2.481441e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 67521 members 
Mstep: Class 3 contains 12846 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 18474 members 
Mstep: Class 8 contains 12285 members 
Mstep: Class 9 contains 6385 members 
Mstep: Class 10 contains 3516 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 34048 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11841 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 6659 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1273 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14745 members 
Mstep: Class 26 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814450.000000 Penalty: 53018.050781
Iteration 205Q: 27 clusters Score -2.481445e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 67533 members 
Mstep: Class 3 contains 12805 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18460 members 
Mstep: Class 8 contains 12174 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 3518 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6658 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1275 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14819 members 
Mstep: Class 26 contains 6679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814500.000000 Penalty: 53018.050781
Iteration 206Q: 27 clusters Score -2.48145e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 67541 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18441 members 
Mstep: Class 8 contains 12030 members 
Mstep: Class 9 contains 6362 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 34012 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3450 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 2097 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1277 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 14920 members 
Mstep: Class 26 contains 6858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814674.000000 Penalty: 53018.050781
Iteration 207Q: 27 clusters Score -2.481467e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 67546 members 
Mstep: Class 3 contains 12707 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 11875 members 
Mstep: Class 9 contains 6348 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 33987 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 2096 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1275 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 15065 members 
Mstep: Class 26 contains 7018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814694.000000 Penalty: 53018.050781
Iteration 208Q: 27 clusters Score -2.481469e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 67546 members 
Mstep: Class 3 contains 12664 members 
Mstep: Class 4 contains 4707 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18415 members 
Mstep: Class 8 contains 11716 members 
Mstep: Class 9 contains 6330 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 33970 members 
Mstep: Class 13 contains 5713 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6654 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1269 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 15232 members 
Mstep: Class 26 contains 7147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814794.000000 Penalty: 53018.050781
Iteration 209Q: 27 clusters Score -2.481479e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 67536 members 
Mstep: Class 3 contains 12651 members 
Mstep: Class 4 contains 4715 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 11520 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 3527 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 33960 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3441 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6656 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1262 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 15394 members 
Mstep: Class 26 contains 7276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814852.000000 Penalty: 53018.050781
Iteration 210Q: 27 clusters Score -2.481485e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 67536 members 
Mstep: Class 3 contains 12638 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18400 members 
Mstep: Class 8 contains 11332 members 
Mstep: Class 9 contains 6268 members 
Mstep: Class 10 contains 3530 members 
Mstep: Class 11 contains 4670 members 
Mstep: Class 12 contains 33962 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 28900 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11841 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1260 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 15539 members 
Mstep: Class 26 contains 7403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814898.000000 Penalty: 53018.050781
Iteration 211Q: 27 clusters Score -2.48149e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 67532 members 
Mstep: Class 3 contains 12619 members 
Mstep: Class 4 contains 4717 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18393 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 6238 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33962 members 
Mstep: Class 13 contains 5714 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 28911 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11839 members 
Mstep: Class 19 contains 2852 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1260 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 15691 members 
Mstep: Class 26 contains 7526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814974.000000 Penalty: 53018.050781
Iteration 212Q: 27 clusters Score -2.481497e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 67524 members 
Mstep: Class 3 contains 12616 members 
Mstep: Class 4 contains 4710 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18385 members 
Mstep: Class 8 contains 10974 members 
Mstep: Class 9 contains 6221 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33962 members 
Mstep: Class 13 contains 5715 members 
Mstep: Class 14 contains 3467 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 11836 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6657 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1262 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 15861 members 
Mstep: Class 26 contains 7621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815056.000000 Penalty: 53018.050781
Iteration 213Q: 27 clusters Score -2.481506e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 67523 members 
Mstep: Class 3 contains 12609 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18385 members 
Mstep: Class 8 contains 10773 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 3532 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33964 members 
Mstep: Class 13 contains 5717 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11833 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1267 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16027 members 
Mstep: Class 26 contains 7720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815180.000000 Penalty: 53018.050781
Iteration 214Q: 27 clusters Score -2.481518e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 67523 members 
Mstep: Class 3 contains 12605 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 10574 members 
Mstep: Class 9 contains 6193 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33962 members 
Mstep: Class 13 contains 5718 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28928 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2092 members 
Mstep: Class 18 contains 11831 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6652 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1271 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16204 members 
Mstep: Class 26 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815218.000000 Penalty: 53018.050781
Iteration 215Q: 27 clusters Score -2.481522e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 67522 members 
Mstep: Class 3 contains 12598 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18378 members 
Mstep: Class 8 contains 10381 members 
Mstep: Class 9 contains 6178 members 
Mstep: Class 10 contains 3537 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33944 members 
Mstep: Class 13 contains 5719 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11830 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16378 members 
Mstep: Class 26 contains 7906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815410.000000 Penalty: 53018.050781
Iteration 216Q: 27 clusters Score -2.481541e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 67518 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 4702 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 10184 members 
Mstep: Class 9 contains 6168 members 
Mstep: Class 10 contains 3539 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33940 members 
Mstep: Class 13 contains 5721 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 28936 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11827 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1274 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16571 members 
Mstep: Class 26 contains 7995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815526.000000 Penalty: 53018.050781
Iteration 217Q: 27 clusters Score -2.481553e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 67520 members 
Mstep: Class 3 contains 12616 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18384 members 
Mstep: Class 8 contains 9989 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 3541 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33943 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3491 members 
Mstep: Class 15 contains 28938 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1277 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16752 members 
Mstep: Class 26 contains 8085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815610.000000 Penalty: 53018.050781
Iteration 218Q: 27 clusters Score -2.481561e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 67513 members 
Mstep: Class 3 contains 12629 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 9815 members 
Mstep: Class 9 contains 6137 members 
Mstep: Class 10 contains 3547 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33937 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 28940 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2094 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1280 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 16963 members 
Mstep: Class 26 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815762.000000 Penalty: 53018.050781
Iteration 219Q: 27 clusters Score -2.481576e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 67507 members 
Mstep: Class 3 contains 12635 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18375 members 
Mstep: Class 8 contains 9622 members 
Mstep: Class 9 contains 6123 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33917 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 28945 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2093 members 
Mstep: Class 18 contains 11824 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1283 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 17198 members 
Mstep: Class 26 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815988.000000 Penalty: 53018.050781
Iteration 220F: 27 clusters Score -2.481599e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 67503 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 2609 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18374 members 
Mstep: Class 8 contains 9436 members 
Mstep: Class 9 contains 6108 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 33895 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 11823 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6648 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1288 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 17440 members 
Mstep: Class 26 contains 8369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816080.000000 Penalty: 53018.050781
Iteration 221Q: 27 clusters Score -2.481608e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 67499 members 
Mstep: Class 3 contains 12684 members 
Mstep: Class 4 contains 4679 members 
Mstep: Class 5 contains 2608 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18381 members 
Mstep: Class 8 contains 9249 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33877 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 28957 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11820 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6650 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 17649 members 
Mstep: Class 26 contains 8455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816154.000000 Penalty: 53018.050781
Iteration 222Q: 27 clusters Score -2.481615e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 67503 members 
Mstep: Class 3 contains 12709 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 9097 members 
Mstep: Class 9 contains 6090 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33848 members 
Mstep: Class 13 contains 5723 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11816 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6651 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 1295 members 
Mstep: Class 24 contains 1403 members 
Mstep: Class 25 contains 17893 members 
Mstep: Class 26 contains 8531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816302.000000 Penalty: 53018.050781
Iteration 223Q: 27 clusters Score -2.48163e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 67495 members 
Mstep: Class 3 contains 12738 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 2607 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18359 members 
Mstep: Class 8 contains 8922 members 
Mstep: Class 9 contains 6068 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33818 members 
Mstep: Class 13 contains 5722 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 28964 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11814 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6653 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5241 members 
Mstep: Class 23 contains 1294 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 18167 members 
Mstep: Class 26 contains 8615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816380.000000 Penalty: 53018.050781
Iteration 224Q: 27 clusters Score -2.481638e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 67498 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 2606 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18342 members 
Mstep: Class 8 contains 8758 members 
Mstep: Class 9 contains 6049 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 33785 members 
Mstep: Class 13 contains 5724 members 
Mstep: Class 14 contains 3439 members 
Mstep: Class 15 contains 28969 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11809 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 6655 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 1296 members 
Mstep: Class 24 contains 1404 members 
Mstep: Class 25 contains 18407 members 
Mstep: Class 26 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816542.000000 Penalty: 53018.050781
Iteration 225Q: 27 clusters Score -2.481654e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 67502 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 18329 members 
Mstep: Class 8 contains 8604 members 
Mstep: Class 9 contains 6029 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 33749 members 
Mstep: Class 13 contains 5725 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11801 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6662 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1300 members 
Mstep: Class 24 contains 1405 members 
Mstep: Class 25 contains 18627 members 
Mstep: Class 26 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816624.000000 Penalty: 53018.050781
Iteration 226Q: 27 clusters Score -2.481662e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 67503 members 
Mstep: Class 3 contains 12800 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8492 members 
Mstep: Class 9 contains 6008 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33705 members 
Mstep: Class 13 contains 5727 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11791 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6664 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5244 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 1406 members 
Mstep: Class 25 contains 18819 members 
Mstep: Class 26 contains 8858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816728.000000 Penalty: 53018.050781
Iteration 227Q: 27 clusters Score -2.481673e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 67502 members 
Mstep: Class 3 contains 12817 members 
Mstep: Class 4 contains 4669 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18295 members 
Mstep: Class 8 contains 8405 members 
Mstep: Class 9 contains 5985 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33670 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 15 contains 28974 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11785 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1304 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 18993 members 
Mstep: Class 26 contains 8946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816780.000000 Penalty: 53018.050781
Iteration 228Q: 27 clusters Score -2.481678e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 67505 members 
Mstep: Class 3 contains 12831 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18280 members 
Mstep: Class 8 contains 8320 members 
Mstep: Class 9 contains 5965 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33636 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2082 members 
Mstep: Class 18 contains 11781 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1307 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19161 members 
Mstep: Class 26 contains 9024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816890.000000 Penalty: 53018.050781
Iteration 229Q: 27 clusters Score -2.481689e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 67512 members 
Mstep: Class 3 contains 12841 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18273 members 
Mstep: Class 8 contains 8254 members 
Mstep: Class 9 contains 5956 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 4667 members 
Mstep: Class 12 contains 33603 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 11773 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1312 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19296 members 
Mstep: Class 26 contains 9099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816888.000000 Penalty: 53018.050781
Iteration 230Q: 27 clusters Score -2.481689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 67518 members 
Mstep: Class 3 contains 12868 members 
Mstep: Class 4 contains 4666 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18265 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 5950 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33567 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3415 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11764 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6666 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1313 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19413 members 
Mstep: Class 26 contains 9183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816960.000000 Penalty: 53018.050781
Iteration 231Q: 27 clusters Score -2.481696e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 67522 members 
Mstep: Class 3 contains 12877 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 5939 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33543 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 28979 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2077 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1314 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19501 members 
Mstep: Class 26 contains 9271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816956.000000 Penalty: 53018.050781
Iteration 232Q: 27 clusters Score -2.481696e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 67521 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 4665 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18264 members 
Mstep: Class 8 contains 8137 members 
Mstep: Class 9 contains 5930 members 
Mstep: Class 10 contains 3561 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33529 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 15 contains 28980 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 11748 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19557 members 
Mstep: Class 26 contains 9363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817034.000000 Penalty: 53018.050781
Iteration 233Q: 27 clusters Score -2.481703e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 67517 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18269 members 
Mstep: Class 8 contains 8119 members 
Mstep: Class 9 contains 5929 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 33514 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 28975 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2080 members 
Mstep: Class 18 contains 11743 members 
Mstep: Class 19 contains 2849 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19607 members 
Mstep: Class 26 contains 9454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817074.000000 Penalty: 53018.050781
Iteration 234Q: 27 clusters Score -2.481707e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 67511 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18267 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 5925 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4663 members 
Mstep: Class 12 contains 33505 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 3418 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2079 members 
Mstep: Class 18 contains 11739 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 6668 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19659 members 
Mstep: Class 26 contains 9539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817082.000000 Penalty: 53018.050781
Iteration 235Q: 27 clusters Score -2.481708e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 67505 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18270 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 5926 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33485 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2081 members 
Mstep: Class 18 contains 11737 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19682 members 
Mstep: Class 26 contains 9633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817084.000000 Penalty: 53018.050781
Iteration 236Q: 27 clusters Score -2.481708e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 67498 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 4667 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18268 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 5918 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33476 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 28987 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11734 members 
Mstep: Class 19 contains 2846 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19696 members 
Mstep: Class 26 contains 9730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817164.000000 Penalty: 53018.050781
Iteration 237Q: 27 clusters Score -2.481716e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 67491 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4670 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18275 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33469 members 
Mstep: Class 13 contains 5728 members 
Mstep: Class 14 contains 3418 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11731 members 
Mstep: Class 19 contains 2845 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19705 members 
Mstep: Class 26 contains 9817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817174.000000 Penalty: 53018.050781
Iteration 238Q: 27 clusters Score -2.481717e+07 nChanged 225
Entering ConstructFrom: 
Score: -24817174.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (15471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Entering Unmasked Estep 
Score: -1447249.375000 Penalty: 1567.592407
	Iteration 0F: 2 clusters Score -1447249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1436691.000000 Penalty: 3135.184814
	Iteration 0F: 3 clusters Score -1436691 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1440199.000000 Penalty: 3135.184814
	Iteration 1F: 3 clusters Score -1440199 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1440519.125000 Penalty: 3135.184814
	Iteration 2F: 3 clusters Score -1440519 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1440819.000000 Penalty: 3135.184814
	Iteration 3Q: 3 clusters Score -1440819 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1441113.875000 Penalty: 3135.184814
	Iteration 4Q: 3 clusters Score -1441114 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1441354.375000 Penalty: 3135.184814
	Iteration 5Q: 3 clusters Score -1441354 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1441580.875000 Penalty: 3135.184814
	Iteration 6Q: 3 clusters Score -1441581 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1441812.000000 Penalty: 3135.184814
	Iteration 7Q: 3 clusters Score -1441812 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1442084.625000 Penalty: 3135.184814
	Iteration 8Q: 3 clusters Score -1442085 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1442415.875000 Penalty: 3135.184814
	Iteration 9Q: 3 clusters Score -1442416 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1442802.250000 Penalty: 3135.184814
	Iteration 10Q: 3 clusters Score -1442802 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1443232.625000 Penalty: 3135.184814
	Iteration 11Q: 3 clusters Score -1443233 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -1443660.625000 Penalty: 3135.184814
	Iteration 12Q: 3 clusters Score -1443661 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1443947.625000 Penalty: 3135.184814
	Iteration 13Q: 3 clusters Score -1443948 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1444133.500000 Penalty: 3135.184814
	Iteration 14Q: 3 clusters Score -1444134 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1444269.875000 Penalty: 3135.184814
	Iteration 15Q: 3 clusters Score -1444270 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1444400.000000 Penalty: 3135.184814
	Iteration 16Q: 3 clusters Score -1444400 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1444505.000000 Penalty: 3135.184814
	Iteration 17Q: 3 clusters Score -1444505 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1444581.125000 Penalty: 3135.184814
	Iteration 18Q: 3 clusters Score -1444581 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1444674.375000 Penalty: 3135.184814
	Iteration 19Q: 3 clusters Score -1444674 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1444771.500000 Penalty: 3135.184814
	Iteration 20F: 3 clusters Score -1444772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -1444846.875000 Penalty: 3135.184814
	Iteration 21Q: 3 clusters Score -1444847 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1444912.250000 Penalty: 3135.184814
	Iteration 22Q: 3 clusters Score -1444912 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1444983.000000 Penalty: 3135.184814
	Iteration 23Q: 3 clusters Score -1444983 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1445046.375000 Penalty: 3135.184814
	Iteration 24Q: 3 clusters Score -1445046 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -1445092.875000 Penalty: 3135.184814
	Iteration 25Q: 3 clusters Score -1445093 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1445131.250000 Penalty: 3135.184814
	Iteration 26Q: 3 clusters Score -1445131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1445171.750000 Penalty: 3135.184814
	Iteration 27Q: 3 clusters Score -1445172 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1445202.375000 Penalty: 3135.184814
	Iteration 28Q: 3 clusters Score -1445202 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1445235.375000 Penalty: 3135.184814
	Iteration 29Q: 3 clusters Score -1445235 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1445267.500000 Penalty: 3135.184814
	Iteration 30Q: 3 clusters Score -1445268 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1445295.000000 Penalty: 3135.184814
	Iteration 31Q: 3 clusters Score -1445295 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1445322.500000 Penalty: 3135.184814
	Iteration 32Q: 3 clusters Score -1445322 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1445337.500000 Penalty: 3135.184814
	Iteration 33Q: 3 clusters Score -1445338 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -1445341.625000 Penalty: 3135.184814
	Iteration 34Q: 3 clusters Score -1445342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1445355.125000 Penalty: 3135.184814
	Iteration 35Q: 3 clusters Score -1445355 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1445366.875000 Penalty: 3135.184814
	Iteration 36Q: 3 clusters Score -1445367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1445384.375000 Penalty: 3135.184814
	Iteration 37Q: 3 clusters Score -1445384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1445406.500000 Penalty: 3135.184814
	Iteration 38Q: 3 clusters Score -1445406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1445417.500000 Penalty: 3135.184814
	Iteration 39Q: 3 clusters Score -1445418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -1445428.750000 Penalty: 3135.184814
	Iteration 40F: 3 clusters Score -1445429 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -1445446.750000 Penalty: 3135.184814
	Iteration 41Q: 3 clusters Score -1445447 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1445461.875000 Penalty: 3135.184814
	Iteration 42Q: 3 clusters Score -1445462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1445477.375000 Penalty: 3135.184814
	Iteration 43Q: 3 clusters Score -1445477 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1445490.875000 Penalty: 3135.184814
	Iteration 44Q: 3 clusters Score -1445491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1445503.750000 Penalty: 3135.184814
	Iteration 45Q: 3 clusters Score -1445504 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1445522.000000 Penalty: 3135.184814
	Iteration 46Q: 3 clusters Score -1445522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1445539.500000 Penalty: 3135.184814
	Iteration 47Q: 3 clusters Score -1445540 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1445560.750000 Penalty: 3135.184814
	Iteration 48Q: 3 clusters Score -1445561 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1445578.250000 Penalty: 3135.184814
	Iteration 49Q: 3 clusters Score -1445578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -1445596.625000 Penalty: 3135.184814
	Iteration 50Q: 3 clusters Score -1445597 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -1445619.500000 Penalty: 3135.184814
	Iteration 51Q: 3 clusters Score -1445620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1445634.625000 Penalty: 3135.184814
	Iteration 52Q: 3 clusters Score -1445635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -1445653.375000 Penalty: 3135.184814
	Iteration 53Q: 3 clusters Score -1445653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -1445672.000000 Penalty: 3135.184814
	Iteration 54Q: 3 clusters Score -1445672 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1445690.500000 Penalty: 3135.184814
	Iteration 55Q: 3 clusters Score -1445690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1445710.000000 Penalty: 3135.184814
	Iteration 56Q: 3 clusters Score -1445710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1445720.750000 Penalty: 3135.184814
	Iteration 57Q: 3 clusters Score -1445721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1445737.250000 Penalty: 3135.184814
	Iteration 58Q: 3 clusters Score -1445737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1445754.500000 Penalty: 3135.184814
	Iteration 59Q: 3 clusters Score -1445754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1445762.750000 Penalty: 3135.184814
	Iteration 60F: 3 clusters Score -1445763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -1445769.625000 Penalty: 3135.184814
	Iteration 61Q: 3 clusters Score -1445770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1445780.000000 Penalty: 3135.184814
	Iteration 62Q: 3 clusters Score -1445780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1445784.750000 Penalty: 3135.184814
	Iteration 63Q: 3 clusters Score -1445785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1445795.875000 Penalty: 3135.184814
	Iteration 64Q: 3 clusters Score -1445796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1445810.625000 Penalty: 3135.184814
	Iteration 65Q: 3 clusters Score -1445811 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1445818.750000 Penalty: 3135.184814
	Iteration 66Q: 3 clusters Score -1445819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1445824.000000 Penalty: 3135.184814
	Iteration 67Q: 3 clusters Score -1445824 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1445830.000000 Penalty: 3135.184814
	Iteration 68Q: 3 clusters Score -1445830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1445841.250000 Penalty: 3135.184814
	Iteration 69Q: 3 clusters Score -1445841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1445852.625000 Penalty: 3135.184814
	Iteration 70Q: 3 clusters Score -1445853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1445862.625000 Penalty: 3135.184814
	Iteration 71Q: 3 clusters Score -1445863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -1445866.500000 Penalty: 3135.184814
	Iteration 72Q: 3 clusters Score -1445866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1445874.500000 Penalty: 3135.184814
	Iteration 73Q: 3 clusters Score -1445874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1445881.375000 Penalty: 3135.184814
	Iteration 74Q: 3 clusters Score -1445881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -1445887.000000 Penalty: 3135.184814
	Iteration 75Q: 3 clusters Score -1445887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -1445888.875000 Penalty: 3135.184814
	Iteration 76Q: 3 clusters Score -1445889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -1445895.625000 Penalty: 3135.184814
	Iteration 77Q: 3 clusters Score -1445896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1445896.000000 Penalty: 3135.184814
	Iteration 78Q: 3 clusters Score -1445896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1445897.875000 Penalty: 3135.184814
	Iteration 79Q: 3 clusters Score -1445898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -1445903.500000 Penalty: 3135.184814
	Iteration 80F: 3 clusters Score -1445904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -1445904.250000 Penalty: 3135.184814
	Iteration 81Q: 3 clusters Score -1445904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1445909.875000 Penalty: 3135.184814
	Iteration 82Q: 3 clusters Score -1445910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1445914.875000 Penalty: 3135.184814
	Iteration 83Q: 3 clusters Score -1445915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -1445914.625000 Penalty: 3135.184814
	Iteration 84Q: 3 clusters Score -1445915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1445916.125000 Penalty: 3135.184814
	Iteration 85Q: 3 clusters Score -1445916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -1445918.625000 Penalty: 3135.184814
	Iteration 86Q: 3 clusters Score -1445919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -1445922.625000 Penalty: 3135.184814
	Iteration 87Q: 3 clusters Score -1445923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1445928.375000 Penalty: 3135.184814
	Iteration 88Q: 3 clusters Score -1445928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1445935.625000 Penalty: 3135.184814
	Iteration 89Q: 3 clusters Score -1445936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1445939.625000 Penalty: 3135.184814
	Iteration 90Q: 3 clusters Score -1445940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1445946.500000 Penalty: 3135.184814
	Iteration 91Q: 3 clusters Score -1445946 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1445951.625000 Penalty: 3135.184814
	Iteration 92Q: 3 clusters Score -1445952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1445961.375000 Penalty: 3135.184814
	Iteration 93Q: 3 clusters Score -1445961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -1445965.750000 Penalty: 3135.184814
	Iteration 94Q: 3 clusters Score -1445966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1445972.625000 Penalty: 3135.184814
	Iteration 95Q: 3 clusters Score -1445973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -1445979.875000 Penalty: 3135.184814
	Iteration 96Q: 3 clusters Score -1445980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1445982.125000 Penalty: 3135.184814
	Iteration 97Q: 3 clusters Score -1445982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1445986.125000 Penalty: 3135.184814
	Iteration 98Q: 3 clusters Score -1445986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -1445986.625000 Penalty: 3135.184814
	Iteration 99Q: 3 clusters Score -1445987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1445988.125000 Penalty: 3135.184814
	Iteration 100F: 3 clusters Score -1445988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1445988.125000 Penalty: 3135.184814
	Iteration 101Q: 3 clusters Score -1445988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1445987.625000 Penalty: 3135.184814
	Iteration 102Q: 3 clusters Score -1445988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -1445989.000000 Penalty: 3135.184814
	Iteration 103Q: 3 clusters Score -1445989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1445991.125000 Penalty: 3135.184814
	Iteration 104Q: 3 clusters Score -1445991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1445991.125000 Penalty: 3135.184814
	Iteration 105F: 3 clusters Score -1445991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67487 members 
Entering Unmasked Estep 
Score: -6263086.000000 Penalty: 1806.949585
	Iteration 0F: 2 clusters Score -6263086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -6218112.500000 Penalty: 3613.899170
	Iteration 0F: 3 clusters Score -6218112 nChanged 32000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -6236882.500000 Penalty: 3613.899170
	Iteration 1F: 3 clusters Score -6236882 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6237526.000000 Penalty: 3613.899170
	Iteration 2Q: 3 clusters Score -6237526 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -6238289.000000 Penalty: 3613.899170
	Iteration 3Q: 3 clusters Score -6238289 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -6239108.000000 Penalty: 3613.899170
	Iteration 4Q: 3 clusters Score -6239108 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -6240076.000000 Penalty: 3613.899170
	Iteration 5Q: 3 clusters Score -6240076 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 31156 members 
Entering Unmasked Estep 
Score: -6241233.000000 Penalty: 3613.899170
	Iteration 6Q: 3 clusters Score -6241233 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -6242759.500000 Penalty: 3613.899170
	Iteration 7Q: 3 clusters Score -6242760 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -6244969.500000 Penalty: 3613.899170
	Iteration 8F: 3 clusters Score -6244970 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -6247653.000000 Penalty: 3613.899170
	Iteration 9F: 3 clusters Score -6247653 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6249989.500000 Penalty: 3613.899170
	Iteration 10F: 3 clusters Score -6249990 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -6251415.000000 Penalty: 3613.899170
	Iteration 11Q: 3 clusters Score -6251415 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -6252197.000000 Penalty: 3613.899170
	Iteration 12Q: 3 clusters Score -6252197 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -6252600.500000 Penalty: 3613.899170
	Iteration 13Q: 3 clusters Score -6252600 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -6252930.500000 Penalty: 3613.899170
	Iteration 14Q: 3 clusters Score -6252930 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -6253255.500000 Penalty: 3613.899170
	Iteration 15Q: 3 clusters Score -6253256 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -6253636.500000 Penalty: 3613.899170
	Iteration 16Q: 3 clusters Score -6253636 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -6253996.500000 Penalty: 3613.899170
	Iteration 17Q: 3 clusters Score -6253996 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52931 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -6254443.500000 Penalty: 3613.899170
	Iteration 18Q: 3 clusters Score -6254444 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -6254989.000000 Penalty: 3613.899170
	Iteration 19Q: 3 clusters Score -6254989 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55355 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -6255476.000000 Penalty: 3613.899170
	Iteration 20F: 3 clusters Score -6255476 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -6256048.000000 Penalty: 3613.899170
	Iteration 21Q: 3 clusters Score -6256048 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57652 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -6256595.000000 Penalty: 3613.899170
	Iteration 22Q: 3 clusters Score -6256595 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6257143.000000 Penalty: 3613.899170
	Iteration 23Q: 3 clusters Score -6257143 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59735 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -6257643.000000 Penalty: 3613.899170
	Iteration 24Q: 3 clusters Score -6257643 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60639 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -6258099.500000 Penalty: 3613.899170
	Iteration 25Q: 3 clusters Score -6258100 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61507 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -6258584.000000 Penalty: 3613.899170
	Iteration 26Q: 3 clusters Score -6258584 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -6258943.500000 Penalty: 3613.899170
	Iteration 27Q: 3 clusters Score -6258944 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6259362.500000 Penalty: 3613.899170
	Iteration 28Q: 3 clusters Score -6259362 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63674 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -6259714.500000 Penalty: 3613.899170
	Iteration 29Q: 3 clusters Score -6259714 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64248 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -6260045.000000 Penalty: 3613.899170
	Iteration 30Q: 3 clusters Score -6260045 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64766 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6260334.000000 Penalty: 3613.899170
	Iteration 31Q: 3 clusters Score -6260334 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6260583.000000 Penalty: 3613.899170
	Iteration 32Q: 3 clusters Score -6260583 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6260800.500000 Penalty: 3613.899170
	Iteration 33Q: 3 clusters Score -6260800 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6260959.000000 Penalty: 3613.899170
	Iteration 34Q: 3 clusters Score -6260959 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -6261118.500000 Penalty: 3613.899170
	Iteration 35Q: 3 clusters Score -6261118 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66239 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -6261246.000000 Penalty: 3613.899170
	Iteration 36Q: 3 clusters Score -6261246 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66374 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6261312.500000 Penalty: 3613.899170
	Iteration 37Q: 3 clusters Score -6261312 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66478 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6261374.500000 Penalty: 3613.899170
	Iteration 38Q: 3 clusters Score -6261374 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6261428.000000 Penalty: 3613.899170
	Iteration 39Q: 3 clusters Score -6261428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66618 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6261477.500000 Penalty: 3613.899170
	Iteration 40F: 3 clusters Score -6261478 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6261520.000000 Penalty: 3613.899170
	Iteration 41Q: 3 clusters Score -6261520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6261542.500000 Penalty: 3613.899170
	Iteration 42Q: 3 clusters Score -6261542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66734 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -6261547.500000 Penalty: 3613.899170
	Iteration 43Q: 3 clusters Score -6261548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -6261552.000000 Penalty: 3613.899170
	Iteration 44Q: 3 clusters Score -6261552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6261560.500000 Penalty: 3613.899170
	Iteration 45Q: 3 clusters Score -6261560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6261572.500000 Penalty: 3613.899170
	Iteration 46Q: 3 clusters Score -6261572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6261577.500000 Penalty: 3613.899170
	Iteration 47Q: 3 clusters Score -6261578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6261579.000000 Penalty: 3613.899170
	Iteration 48Q: 3 clusters Score -6261579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66820 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6261584.500000 Penalty: 3613.899170
	Iteration 49Q: 3 clusters Score -6261584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6261591.000000 Penalty: 3613.899170
	Iteration 50Q: 3 clusters Score -6261591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66832 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6261590.500000 Penalty: 3613.899170
	Iteration 51Q: 3 clusters Score -6261590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6261595.500000 Penalty: 3613.899170
	Iteration 52Q: 3 clusters Score -6261596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66836 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6261599.500000 Penalty: 3613.899170
	Iteration 53Q: 3 clusters Score -6261600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66839 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6261600.000000 Penalty: 3613.899170
	Iteration 54Q: 3 clusters Score -6261600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66842 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6261607.000000 Penalty: 3613.899170
	Iteration 55Q: 3 clusters Score -6261607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66845 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6261601.500000 Penalty: 3613.899170
	Iteration 56Q: 3 clusters Score -6261602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66847 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6261607.000000 Penalty: 3613.899170
	Iteration 57Q: 3 clusters Score -6261607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6261603.000000 Penalty: 3613.899170
	Iteration 58Q: 3 clusters Score -6261603 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6261603.000000 Penalty: 3613.899170
	Iteration 59F: 3 clusters Score -6261603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Entering Unmasked Estep 
Score: -1178315.500000 Penalty: 1538.210815
	Iteration 0F: 2 clusters Score -1178316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1169260.250000 Penalty: 3076.421631
	Iteration 0F: 3 clusters Score -1169260 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1172340.375000 Penalty: 3076.421631
	Iteration 1F: 3 clusters Score -1172340 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1172719.375000 Penalty: 3076.421631
	Iteration 2F: 3 clusters Score -1172719 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1173164.125000 Penalty: 3076.421631
	Iteration 3F: 3 clusters Score -1173164 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1173655.625000 Penalty: 3076.421631
	Iteration 4F: 3 clusters Score -1173656 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1174269.875000 Penalty: 3076.421631
	Iteration 5F: 3 clusters Score -1174270 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1175019.500000 Penalty: 3076.421631
	Iteration 6F: 3 clusters Score -1175020 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1175844.875000 Penalty: 3076.421631
	Iteration 7F: 3 clusters Score -1175845 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1176581.500000 Penalty: 3076.421631
	Iteration 8F: 3 clusters Score -1176582 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1177061.750000 Penalty: 3076.421631
	Iteration 9Q: 3 clusters Score -1177062 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1177278.375000 Penalty: 3076.421631
	Iteration 10Q: 3 clusters Score -1177278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1177382.375000 Penalty: 3076.421631
	Iteration 11Q: 3 clusters Score -1177382 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1177426.750000 Penalty: 3076.421631
	Iteration 12Q: 3 clusters Score -1177427 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1177449.625000 Penalty: 3076.421631
	Iteration 13Q: 3 clusters Score -1177450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1177458.500000 Penalty: 3076.421631
	Iteration 14Q: 3 clusters Score -1177458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1177467.125000 Penalty: 3076.421631
	Iteration 15Q: 3 clusters Score -1177467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1177474.250000 Penalty: 3076.421631
	Iteration 16Q: 3 clusters Score -1177474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1177482.250000 Penalty: 3076.421631
	Iteration 17Q: 3 clusters Score -1177482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1177485.750000 Penalty: 3076.421631
	Iteration 18Q: 3 clusters Score -1177486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1177493.500000 Penalty: 3076.421631
	Iteration 19Q: 3 clusters Score -1177494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1177495.125000 Penalty: 3076.421631
	Iteration 20F: 3 clusters Score -1177495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1177502.375000 Penalty: 3076.421631
	Iteration 21Q: 3 clusters Score -1177502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1177504.625000 Penalty: 3076.421631
	Iteration 22Q: 3 clusters Score -1177505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1177502.625000 Penalty: 3076.421631
	Iteration 23Q: 3 clusters Score -1177503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1177504.375000 Penalty: 3076.421631
	Iteration 24Q: 3 clusters Score -1177504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1177506.125000 Penalty: 3076.421631
	Iteration 25Q: 3 clusters Score -1177506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1177509.375000 Penalty: 3076.421631
	Iteration 26Q: 3 clusters Score -1177509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1177511.000000 Penalty: 3076.421631
	Iteration 27Q: 3 clusters Score -1177511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1177512.750000 Penalty: 3076.421631
	Iteration 28Q: 3 clusters Score -1177513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1177513.000000 Penalty: 3076.421631
	Iteration 29Q: 3 clusters Score -1177513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1177514.125000 Penalty: 3076.421631
	Iteration 30Q: 3 clusters Score -1177514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1177514.125000 Penalty: 3076.421631
	Iteration 31Q: 3 clusters Score -1177514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1177515.750000 Penalty: 3076.421631
	Iteration 32Q: 3 clusters Score -1177516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1177517.375000 Penalty: 3076.421631
	Iteration 33Q: 3 clusters Score -1177517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1177519.125000 Penalty: 3076.421631
	Iteration 34Q: 3 clusters Score -1177519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1177519.125000 Penalty: 3076.421631
	Iteration 35F: 3 clusters Score -1177519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Entering Unmasked Estep 
Score: -376859.156250 Penalty: 1372.983276
	Iteration 0F: 2 clusters Score -376859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -373125.562500 Penalty: 2745.966553
	Iteration 0F: 3 clusters Score -373125.6 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -374541.312500 Penalty: 2745.966553
	Iteration 1F: 3 clusters Score -374541.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -375044.250000 Penalty: 2745.966553
	Iteration 2F: 3 clusters Score -375044.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -375553.281250 Penalty: 2745.966553
	Iteration 3F: 3 clusters Score -375553.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -375927.531250 Penalty: 2745.966553
	Iteration 4F: 3 clusters Score -375927.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -376113.062500 Penalty: 2745.966553
	Iteration 5F: 3 clusters Score -376113.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -376194.312500 Penalty: 2745.966553
	Iteration 6Q: 3 clusters Score -376194.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -376233.312500 Penalty: 2745.966553
	Iteration 7Q: 3 clusters Score -376233.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -376260.937500 Penalty: 2745.966553
	Iteration 8Q: 3 clusters Score -376260.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -376292.093750 Penalty: 2745.966553
	Iteration 9Q: 3 clusters Score -376292.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -376321.968750 Penalty: 2745.966553
	Iteration 10Q: 3 clusters Score -376322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -376348.937500 Penalty: 2745.966553
	Iteration 11Q: 3 clusters Score -376348.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -376369.718750 Penalty: 2745.966553
	Iteration 12Q: 3 clusters Score -376369.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -376386.281250 Penalty: 2745.966553
	Iteration 13Q: 3 clusters Score -376386.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -376398.906250 Penalty: 2745.966553
	Iteration 14Q: 3 clusters Score -376398.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -376404.750000 Penalty: 2745.966553
	Iteration 15Q: 3 clusters Score -376404.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -376410.906250 Penalty: 2745.966553
	Iteration 16Q: 3 clusters Score -376410.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -376416.187500 Penalty: 2745.966553
	Iteration 17Q: 3 clusters Score -376416.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -376421.156250 Penalty: 2745.966553
	Iteration 18Q: 3 clusters Score -376421.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -376425.250000 Penalty: 2745.966553
	Iteration 19Q: 3 clusters Score -376425.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -376430.343750 Penalty: 2745.966553
	Iteration 20F: 3 clusters Score -376430.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -376436.750000 Penalty: 2745.966553
	Iteration 21Q: 3 clusters Score -376436.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -376442.250000 Penalty: 2745.966553
	Iteration 22Q: 3 clusters Score -376442.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -376449.093750 Penalty: 2745.966553
	Iteration 23Q: 3 clusters Score -376449.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -376456.406250 Penalty: 2745.966553
	Iteration 24Q: 3 clusters Score -376456.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -376465.468750 Penalty: 2745.966553
	Iteration 25Q: 3 clusters Score -376465.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -376472.093750 Penalty: 2745.966553
	Iteration 26Q: 3 clusters Score -376472.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -376482.625000 Penalty: 2745.966553
	Iteration 27Q: 3 clusters Score -376482.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -376492.406250 Penalty: 2745.966553
	Iteration 28Q: 3 clusters Score -376492.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -376497.750000 Penalty: 2745.966553
	Iteration 29Q: 3 clusters Score -376497.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -376503.437500 Penalty: 2745.966553
	Iteration 30Q: 3 clusters Score -376503.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -376506.937500 Penalty: 2745.966553
	Iteration 31Q: 3 clusters Score -376506.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -376509.875000 Penalty: 2745.966553
	Iteration 32Q: 3 clusters Score -376509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -376511.875000 Penalty: 2745.966553
	Iteration 33Q: 3 clusters Score -376511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -376513.531250 Penalty: 2745.966553
	Iteration 34Q: 3 clusters Score -376513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -376515.656250 Penalty: 2745.966553
	Iteration 35Q: 3 clusters Score -376515.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -376519.093750 Penalty: 2745.966553
	Iteration 36Q: 3 clusters Score -376519.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -376521.062500 Penalty: 2745.966553
	Iteration 37Q: 3 clusters Score -376521.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -376522.656250 Penalty: 2745.966553
	Iteration 38Q: 3 clusters Score -376522.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -376524.593750 Penalty: 2745.966553
	Iteration 39Q: 3 clusters Score -376524.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -376528.968750 Penalty: 2745.966553
	Iteration 40F: 3 clusters Score -376529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -376531.750000 Penalty: 2745.966553
	Iteration 41Q: 3 clusters Score -376531.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -376534.750000 Penalty: 2745.966553
	Iteration 42Q: 3 clusters Score -376534.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -376537.093750 Penalty: 2745.966553
	Iteration 43Q: 3 clusters Score -376537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -376540.031250 Penalty: 2745.966553
	Iteration 44Q: 3 clusters Score -376540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -376542.000000 Penalty: 2745.966553
	Iteration 45Q: 3 clusters Score -376542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -376543.343750 Penalty: 2745.966553
	Iteration 46Q: 3 clusters Score -376543.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -376546.093750 Penalty: 2745.966553
	Iteration 47Q: 3 clusters Score -376546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -376548.156250 Penalty: 2745.966553
	Iteration 48Q: 3 clusters Score -376548.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -376552.343750 Penalty: 2745.966553
	Iteration 49Q: 3 clusters Score -376552.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376555.250000 Penalty: 2745.966553
	Iteration 50Q: 3 clusters Score -376555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -376557.218750 Penalty: 2745.966553
	Iteration 51Q: 3 clusters Score -376557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -376559.343750 Penalty: 2745.966553
	Iteration 52Q: 3 clusters Score -376559.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -376562.593750 Penalty: 2745.966553
	Iteration 53Q: 3 clusters Score -376562.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -376564.093750 Penalty: 2745.966553
	Iteration 54Q: 3 clusters Score -376564.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -376565.625000 Penalty: 2745.966553
	Iteration 55Q: 3 clusters Score -376565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -376568.593750 Penalty: 2745.966553
	Iteration 56Q: 3 clusters Score -376568.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -376571.875000 Penalty: 2745.966553
	Iteration 57Q: 3 clusters Score -376571.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -376577.468750 Penalty: 2745.966553
	Iteration 58Q: 3 clusters Score -376577.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -376581.625000 Penalty: 2745.966553
	Iteration 59Q: 3 clusters Score -376581.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -376585.218750 Penalty: 2745.966553
	Iteration 60F: 3 clusters Score -376585.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -376585.562500 Penalty: 2745.966553
	Iteration 61Q: 3 clusters Score -376585.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -376586.562500 Penalty: 2745.966553
	Iteration 62Q: 3 clusters Score -376586.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -376587.375000 Penalty: 2745.966553
	Iteration 63Q: 3 clusters Score -376587.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -376589.906250 Penalty: 2745.966553
	Iteration 64Q: 3 clusters Score -376589.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -376592.281250 Penalty: 2745.966553
	Iteration 65Q: 3 clusters Score -376592.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -376594.156250 Penalty: 2745.966553
	Iteration 66Q: 3 clusters Score -376594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -376596.437500 Penalty: 2745.966553
	Iteration 67Q: 3 clusters Score -376596.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -376599.218750 Penalty: 2745.966553
	Iteration 68Q: 3 clusters Score -376599.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -376602.843750 Penalty: 2745.966553
	Iteration 69Q: 3 clusters Score -376602.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -376606.062500 Penalty: 2745.966553
	Iteration 70Q: 3 clusters Score -376606.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -376610.312500 Penalty: 2745.966553
	Iteration 71Q: 3 clusters Score -376610.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -376616.062500 Penalty: 2745.966553
	Iteration 72Q: 3 clusters Score -376616.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -376623.531250 Penalty: 2745.966553
	Iteration 73Q: 3 clusters Score -376623.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376630.781250 Penalty: 2745.966553
	Iteration 74Q: 3 clusters Score -376630.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -376636.875000 Penalty: 2745.966553
	Iteration 75Q: 3 clusters Score -376636.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -376641.968750 Penalty: 2745.966553
	Iteration 76Q: 3 clusters Score -376642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -376644.468750 Penalty: 2745.966553
	Iteration 77Q: 3 clusters Score -376644.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -376646.531250 Penalty: 2745.966553
	Iteration 78Q: 3 clusters Score -376646.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -376646.937500 Penalty: 2745.966553
	Iteration 79Q: 3 clusters Score -376646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -376649.437500 Penalty: 2745.966553
	Iteration 80F: 3 clusters Score -376649.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -376651.812500 Penalty: 2745.966553
	Iteration 81Q: 3 clusters Score -376651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -376652.562500 Penalty: 2745.966553
	Iteration 82Q: 3 clusters Score -376652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -376653.218750 Penalty: 2745.966553
	Iteration 83Q: 3 clusters Score -376653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -376653.656250 Penalty: 2745.966553
	Iteration 84Q: 3 clusters Score -376653.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -376654.500000 Penalty: 2745.966553
	Iteration 85Q: 3 clusters Score -376654.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -376654.812500 Penalty: 2745.966553
	Iteration 86Q: 3 clusters Score -376654.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -376654.625000 Penalty: 2745.966553
	Iteration 87Q: 3 clusters Score -376654.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -376654.625000 Penalty: 2745.966553
	Iteration 88F: 3 clusters Score -376654.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -234896.718750 Penalty: 1277.968262
	Iteration 0F: 2 clusters Score -234896.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -232365.828125 Penalty: 2555.936523
	Iteration 0F: 3 clusters Score -232365.8 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -232977.203125 Penalty: 2555.936523
	Iteration 1F: 3 clusters Score -232977.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -233144.906250 Penalty: 2555.936523
	Iteration 2F: 3 clusters Score -233144.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -233226.937500 Penalty: 2555.936523
	Iteration 3Q: 3 clusters Score -233226.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233287.843750 Penalty: 2555.936523
	Iteration 4Q: 3 clusters Score -233287.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -233337.218750 Penalty: 2555.936523
	Iteration 5Q: 3 clusters Score -233337.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -233401.671875 Penalty: 2555.936523
	Iteration 6Q: 3 clusters Score -233401.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -233449.890625 Penalty: 2555.936523
	Iteration 7Q: 3 clusters Score -233449.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233484.609375 Penalty: 2555.936523
	Iteration 8Q: 3 clusters Score -233484.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -233519.796875 Penalty: 2555.936523
	Iteration 9Q: 3 clusters Score -233519.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -233556.578125 Penalty: 2555.936523
	Iteration 10Q: 3 clusters Score -233556.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -233584.187500 Penalty: 2555.936523
	Iteration 11Q: 3 clusters Score -233584.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233613.218750 Penalty: 2555.936523
	Iteration 12Q: 3 clusters Score -233613.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233635.171875 Penalty: 2555.936523
	Iteration 13Q: 3 clusters Score -233635.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -233659.734375 Penalty: 2555.936523
	Iteration 14Q: 3 clusters Score -233659.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -233680.765625 Penalty: 2555.936523
	Iteration 15Q: 3 clusters Score -233680.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -233707.812500 Penalty: 2555.936523
	Iteration 16Q: 3 clusters Score -233707.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -233731.187500 Penalty: 2555.936523
	Iteration 17Q: 3 clusters Score -233731.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -233756.328125 Penalty: 2555.936523
	Iteration 18Q: 3 clusters Score -233756.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -233779.875000 Penalty: 2555.936523
	Iteration 19Q: 3 clusters Score -233779.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -233799.093750 Penalty: 2555.936523
	Iteration 20F: 3 clusters Score -233799.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -233811.812500 Penalty: 2555.936523
	Iteration 21Q: 3 clusters Score -233811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -233819.062500 Penalty: 2555.936523
	Iteration 22Q: 3 clusters Score -233819.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -233826.390625 Penalty: 2555.936523
	Iteration 23Q: 3 clusters Score -233826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -233828.859375 Penalty: 2555.936523
	Iteration 24Q: 3 clusters Score -233828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233832.875000 Penalty: 2555.936523
	Iteration 25Q: 3 clusters Score -233832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233838.671875 Penalty: 2555.936523
	Iteration 26Q: 3 clusters Score -233838.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -233845.968750 Penalty: 2555.936523
	Iteration 27Q: 3 clusters Score -233846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -233853.593750 Penalty: 2555.936523
	Iteration 28Q: 3 clusters Score -233853.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -233861.062500 Penalty: 2555.936523
	Iteration 29Q: 3 clusters Score -233861.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -233865.578125 Penalty: 2555.936523
	Iteration 30Q: 3 clusters Score -233865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -233867.984375 Penalty: 2555.936523
	Iteration 31Q: 3 clusters Score -233868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -233871.500000 Penalty: 2555.936523
	Iteration 32Q: 3 clusters Score -233871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -233876.281250 Penalty: 2555.936523
	Iteration 33Q: 3 clusters Score -233876.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -233881.125000 Penalty: 2555.936523
	Iteration 34Q: 3 clusters Score -233881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -233884.000000 Penalty: 2555.936523
	Iteration 35Q: 3 clusters Score -233884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -233887.890625 Penalty: 2555.936523
	Iteration 36Q: 3 clusters Score -233887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -233890.625000 Penalty: 2555.936523
	Iteration 37Q: 3 clusters Score -233890.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -233894.750000 Penalty: 2555.936523
	Iteration 38Q: 3 clusters Score -233894.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -233902.546875 Penalty: 2555.936523
	Iteration 39Q: 3 clusters Score -233902.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -233908.718750 Penalty: 2555.936523
	Iteration 40F: 3 clusters Score -233908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233913.218750 Penalty: 2555.936523
	Iteration 41Q: 3 clusters Score -233913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -233916.734375 Penalty: 2555.936523
	Iteration 42Q: 3 clusters Score -233916.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -233920.859375 Penalty: 2555.936523
	Iteration 43Q: 3 clusters Score -233920.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -233922.890625 Penalty: 2555.936523
	Iteration 44Q: 3 clusters Score -233922.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -233923.718750 Penalty: 2555.936523
	Iteration 45Q: 3 clusters Score -233923.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233923.984375 Penalty: 2555.936523
	Iteration 46Q: 3 clusters Score -233924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233923.984375 Penalty: 2555.936523
	Iteration 47F: 3 clusters Score -233924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -127707.968750 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -127708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -125956.320312 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -125956.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -126298.976562 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -126299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -126383.351562 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -126383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -126427.484375 Penalty: 2381.742188
	Iteration 3Q: 3 clusters Score -126427.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -126461.710938 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -126461.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -126484.398438 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -126484.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -126503.140625 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -126503.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126524.250000 Penalty: 2381.742188
	Iteration 7Q: 3 clusters Score -126524.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126542.296875 Penalty: 2381.742188
	Iteration 8Q: 3 clusters Score -126542.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -126554.468750 Penalty: 2381.742188
	Iteration 9Q: 3 clusters Score -126554.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -126574.382812 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -126574.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -126591.585938 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -126591.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126609.562500 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -126609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -126621.796875 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -126621.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -126632.781250 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -126632.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -126641.851562 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -126641.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -126648.718750 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -126648.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -126651.484375 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -126651.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -126657.671875 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -126657.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -126667.492188 Penalty: 2381.742188
	Iteration 19Q: 3 clusters Score -126667.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -126675.898438 Penalty: 2381.742188
	Iteration 20F: 3 clusters Score -126675.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -126685.726562 Penalty: 2381.742188
	Iteration 21Q: 3 clusters Score -126685.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -126694.460938 Penalty: 2381.742188
	Iteration 22Q: 3 clusters Score -126694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -126698.804688 Penalty: 2381.742188
	Iteration 23Q: 3 clusters Score -126698.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -126702.156250 Penalty: 2381.742188
	Iteration 24Q: 3 clusters Score -126702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -126705.007812 Penalty: 2381.742188
	Iteration 25Q: 3 clusters Score -126705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -126710.648438 Penalty: 2381.742188
	Iteration 26Q: 3 clusters Score -126710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -126714.078125 Penalty: 2381.742188
	Iteration 27Q: 3 clusters Score -126714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -126715.593750 Penalty: 2381.742188
	Iteration 28Q: 3 clusters Score -126715.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -126716.242188 Penalty: 2381.742188
	Iteration 29Q: 3 clusters Score -126716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -126716.765625 Penalty: 2381.742188
	Iteration 30Q: 3 clusters Score -126716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -126717.640625 Penalty: 2381.742188
	Iteration 31Q: 3 clusters Score -126717.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -126718.828125 Penalty: 2381.742188
	Iteration 32Q: 3 clusters Score -126718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126719.554688 Penalty: 2381.742188
	Iteration 33Q: 3 clusters Score -126719.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -126719.554688 Penalty: 2381.742188
	Iteration 34F: 3 clusters Score -126719.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Entering Unmasked Estep 
Score: -1655168.625000 Penalty: 1594.695068
	Iteration 0F: 2 clusters Score -1655169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1642739.125000 Penalty: 3189.390137
	Iteration 0F: 3 clusters Score -1642739 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1647229.500000 Penalty: 3189.390137
	Iteration 1F: 3 clusters Score -1647230 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1647572.500000 Penalty: 3189.390137
	Iteration 2F: 3 clusters Score -1647572 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1647879.500000 Penalty: 3189.390137
	Iteration 3Q: 3 clusters Score -1647880 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1648202.125000 Penalty: 3189.390137
	Iteration 4Q: 3 clusters Score -1648202 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1648478.375000 Penalty: 3189.390137
	Iteration 5Q: 3 clusters Score -1648478 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1648782.250000 Penalty: 3189.390137
	Iteration 6Q: 3 clusters Score -1648782 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1649077.125000 Penalty: 3189.390137
	Iteration 7Q: 3 clusters Score -1649077 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1649432.500000 Penalty: 3189.390137
	Iteration 8Q: 3 clusters Score -1649432 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1649823.875000 Penalty: 3189.390137
	Iteration 9Q: 3 clusters Score -1649824 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1650320.875000 Penalty: 3189.390137
	Iteration 10Q: 3 clusters Score -1650321 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1650879.750000 Penalty: 3189.390137
	Iteration 11Q: 3 clusters Score -1650880 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1651480.375000 Penalty: 3189.390137
	Iteration 12Q: 3 clusters Score -1651480 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1652096.000000 Penalty: 3189.390137
	Iteration 13Q: 3 clusters Score -1652096 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1652628.375000 Penalty: 3189.390137
	Iteration 14Q: 3 clusters Score -1652628 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1653035.125000 Penalty: 3189.390137
	Iteration 15Q: 3 clusters Score -1653035 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1653317.750000 Penalty: 3189.390137
	Iteration 16Q: 3 clusters Score -1653318 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1653508.125000 Penalty: 3189.390137
	Iteration 17Q: 3 clusters Score -1653508 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1653644.875000 Penalty: 3189.390137
	Iteration 18Q: 3 clusters Score -1653645 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1653736.375000 Penalty: 3189.390137
	Iteration 19Q: 3 clusters Score -1653736 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1653795.750000 Penalty: 3189.390137
	Iteration 20F: 3 clusters Score -1653796 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1653827.250000 Penalty: 3189.390137
	Iteration 21Q: 3 clusters Score -1653827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1653847.125000 Penalty: 3189.390137
	Iteration 22Q: 3 clusters Score -1653847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1653860.625000 Penalty: 3189.390137
	Iteration 23Q: 3 clusters Score -1653861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1653879.125000 Penalty: 3189.390137
	Iteration 24Q: 3 clusters Score -1653879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1653888.250000 Penalty: 3189.390137
	Iteration 25Q: 3 clusters Score -1653888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1653890.625000 Penalty: 3189.390137
	Iteration 26Q: 3 clusters Score -1653891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1653893.625000 Penalty: 3189.390137
	Iteration 27Q: 3 clusters Score -1653894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1653893.875000 Penalty: 3189.390137
	Iteration 28Q: 3 clusters Score -1653894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1653893.875000 Penalty: 3189.390137
	Iteration 29F: 3 clusters Score -1653894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Entering Unmasked Estep 
Score: -717812.437500 Penalty: 1462.197144
	Iteration 0F: 2 clusters Score -717812.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -711796.500000 Penalty: 2924.394287
	Iteration 0F: 3 clusters Score -711796.5 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -713673.687500 Penalty: 2924.394287
	Iteration 1F: 3 clusters Score -713673.7 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -713992.375000 Penalty: 2924.394287
	Iteration 2F: 3 clusters Score -713992.4 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -714314.937500 Penalty: 2924.394287
	Iteration 3F: 3 clusters Score -714314.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -714680.250000 Penalty: 2924.394287
	Iteration 4F: 3 clusters Score -714680.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -715024.125000 Penalty: 2924.394287
	Iteration 5F: 3 clusters Score -715024.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -715348.250000 Penalty: 2924.394287
	Iteration 6F: 3 clusters Score -715348.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -715655.312500 Penalty: 2924.394287
	Iteration 7F: 3 clusters Score -715655.3 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -716011.312500 Penalty: 2924.394287
	Iteration 8F: 3 clusters Score -716011.3 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -716343.812500 Penalty: 2924.394287
	Iteration 9Q: 3 clusters Score -716343.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -716594.250000 Penalty: 2924.394287
	Iteration 10Q: 3 clusters Score -716594.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -716735.125000 Penalty: 2924.394287
	Iteration 11Q: 3 clusters Score -716735.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -716816.812500 Penalty: 2924.394287
	Iteration 12Q: 3 clusters Score -716816.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -716870.937500 Penalty: 2924.394287
	Iteration 13Q: 3 clusters Score -716870.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -716908.437500 Penalty: 2924.394287
	Iteration 14Q: 3 clusters Score -716908.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -716929.125000 Penalty: 2924.394287
	Iteration 15Q: 3 clusters Score -716929.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -716945.312500 Penalty: 2924.394287
	Iteration 16Q: 3 clusters Score -716945.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -716956.750000 Penalty: 2924.394287
	Iteration 17Q: 3 clusters Score -716956.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -716962.187500 Penalty: 2924.394287
	Iteration 18Q: 3 clusters Score -716962.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -716967.562500 Penalty: 2924.394287
	Iteration 19Q: 3 clusters Score -716967.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -716973.250000 Penalty: 2924.394287
	Iteration 20F: 3 clusters Score -716973.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -716976.187500 Penalty: 2924.394287
	Iteration 21Q: 3 clusters Score -716976.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -716980.500000 Penalty: 2924.394287
	Iteration 22Q: 3 clusters Score -716980.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -716983.000000 Penalty: 2924.394287
	Iteration 23Q: 3 clusters Score -716983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -716981.937500 Penalty: 2924.394287
	Iteration 24Q: 3 clusters Score -716981.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -716984.000000 Penalty: 2924.394287
	Iteration 25Q: 3 clusters Score -716984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -716986.500000 Penalty: 2924.394287
	Iteration 26Q: 3 clusters Score -716986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -716986.000000 Penalty: 2924.394287
	Iteration 27Q: 3 clusters Score -716986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -716986.000000 Penalty: 2924.394287
	Iteration 28F: 3 clusters Score -716986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -523391.812500 Penalty: 1411.242676
	Iteration 0F: 2 clusters Score -523391.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -518864.656250 Penalty: 2822.485352
	Iteration 0F: 3 clusters Score -518864.7 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -520224.031250 Penalty: 2822.485352
	Iteration 1F: 3 clusters Score -520224 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -520440.687500 Penalty: 2822.485352
	Iteration 2F: 3 clusters Score -520440.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -520589.156250 Penalty: 2822.485352
	Iteration 3F: 3 clusters Score -520589.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -520731.281250 Penalty: 2822.485352
	Iteration 4Q: 3 clusters Score -520731.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -520884.000000 Penalty: 2822.485352
	Iteration 5Q: 3 clusters Score -520884 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -521026.625000 Penalty: 2822.485352
	Iteration 6Q: 3 clusters Score -521026.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -521149.687500 Penalty: 2822.485352
	Iteration 7Q: 3 clusters Score -521149.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -521233.312500 Penalty: 2822.485352
	Iteration 8Q: 3 clusters Score -521233.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -521304.125000 Penalty: 2822.485352
	Iteration 9Q: 3 clusters Score -521304.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -521366.125000 Penalty: 2822.485352
	Iteration 10Q: 3 clusters Score -521366.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -521428.562500 Penalty: 2822.485352
	Iteration 11Q: 3 clusters Score -521428.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -521481.781250 Penalty: 2822.485352
	Iteration 12Q: 3 clusters Score -521481.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -521523.906250 Penalty: 2822.485352
	Iteration 13Q: 3 clusters Score -521523.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -521563.343750 Penalty: 2822.485352
	Iteration 14Q: 3 clusters Score -521563.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -521596.906250 Penalty: 2822.485352
	Iteration 15Q: 3 clusters Score -521596.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -521633.906250 Penalty: 2822.485352
	Iteration 16Q: 3 clusters Score -521633.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -521665.343750 Penalty: 2822.485352
	Iteration 17Q: 3 clusters Score -521665.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -521698.000000 Penalty: 2822.485352
	Iteration 18Q: 3 clusters Score -521698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -521729.031250 Penalty: 2822.485352
	Iteration 19Q: 3 clusters Score -521729 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -521756.343750 Penalty: 2822.485352
	Iteration 20F: 3 clusters Score -521756.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -521788.843750 Penalty: 2822.485352
	Iteration 21Q: 3 clusters Score -521788.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -521822.625000 Penalty: 2822.485352
	Iteration 22Q: 3 clusters Score -521822.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -521853.781250 Penalty: 2822.485352
	Iteration 23Q: 3 clusters Score -521853.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -521887.000000 Penalty: 2822.485352
	Iteration 24Q: 3 clusters Score -521887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -521914.843750 Penalty: 2822.485352
	Iteration 25Q: 3 clusters Score -521914.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -521940.625000 Penalty: 2822.485352
	Iteration 26Q: 3 clusters Score -521940.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -521967.500000 Penalty: 2822.485352
	Iteration 27Q: 3 clusters Score -521967.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -521996.656250 Penalty: 2822.485352
	Iteration 28Q: 3 clusters Score -521996.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -522025.437500 Penalty: 2822.485352
	Iteration 29Q: 3 clusters Score -522025.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -522062.968750 Penalty: 2822.485352
	Iteration 30Q: 3 clusters Score -522063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -522094.937500 Penalty: 2822.485352
	Iteration 31Q: 3 clusters Score -522094.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -522134.500000 Penalty: 2822.485352
	Iteration 32Q: 3 clusters Score -522134.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -522181.437500 Penalty: 2822.485352
	Iteration 33Q: 3 clusters Score -522181.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -522228.593750 Penalty: 2822.485352
	Iteration 34Q: 3 clusters Score -522228.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -522280.937500 Penalty: 2822.485352
	Iteration 35Q: 3 clusters Score -522280.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -522321.906250 Penalty: 2822.485352
	Iteration 36Q: 3 clusters Score -522321.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -522352.718750 Penalty: 2822.485352
	Iteration 37Q: 3 clusters Score -522352.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -522385.468750 Penalty: 2822.485352
	Iteration 38Q: 3 clusters Score -522385.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -522410.781250 Penalty: 2822.485352
	Iteration 39Q: 3 clusters Score -522410.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -522435.812500 Penalty: 2822.485352
	Iteration 40F: 3 clusters Score -522435.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -522452.125000 Penalty: 2822.485352
	Iteration 41Q: 3 clusters Score -522452.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -522462.625000 Penalty: 2822.485352
	Iteration 42Q: 3 clusters Score -522462.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -522470.812500 Penalty: 2822.485352
	Iteration 43Q: 3 clusters Score -522470.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -522476.375000 Penalty: 2822.485352
	Iteration 44Q: 3 clusters Score -522476.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -522481.312500 Penalty: 2822.485352
	Iteration 45Q: 3 clusters Score -522481.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -522486.437500 Penalty: 2822.485352
	Iteration 46Q: 3 clusters Score -522486.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -522487.625000 Penalty: 2822.485352
	Iteration 47Q: 3 clusters Score -522487.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -522489.687500 Penalty: 2822.485352
	Iteration 48Q: 3 clusters Score -522489.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -522492.375000 Penalty: 2822.485352
	Iteration 49Q: 3 clusters Score -522492.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -522493.062500 Penalty: 2822.485352
	Iteration 50Q: 3 clusters Score -522493.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -522495.125000 Penalty: 2822.485352
	Iteration 51Q: 3 clusters Score -522495.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -522496.781250 Penalty: 2822.485352
	Iteration 52Q: 3 clusters Score -522496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -522497.781250 Penalty: 2822.485352
	Iteration 53Q: 3 clusters Score -522497.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -522499.468750 Penalty: 2822.485352
	Iteration 54Q: 3 clusters Score -522499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -522501.156250 Penalty: 2822.485352
	Iteration 55Q: 3 clusters Score -522501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -522502.531250 Penalty: 2822.485352
	Iteration 56Q: 3 clusters Score -522502.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -522504.343750 Penalty: 2822.485352
	Iteration 57Q: 3 clusters Score -522504.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -522504.375000 Penalty: 2822.485352
	Iteration 58Q: 3 clusters Score -522504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -522505.593750 Penalty: 2822.485352
	Iteration 59Q: 3 clusters Score -522505.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -522505.593750 Penalty: 2822.485352
	Iteration 60F: 3 clusters Score -522505.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -322682.031250 Penalty: 1329.028809
	Iteration 0F: 2 clusters Score -322682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -319673.531250 Penalty: 2658.057617
	Iteration 0F: 3 clusters Score -319673.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -320488.250000 Penalty: 2658.057617
	Iteration 1F: 3 clusters Score -320488.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -320656.031250 Penalty: 2658.057617
	Iteration 2F: 3 clusters Score -320656 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -320827.000000 Penalty: 2658.057617
	Iteration 3F: 3 clusters Score -320827 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -321104.625000 Penalty: 2658.057617
	Iteration 4F: 3 clusters Score -321104.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -321475.875000 Penalty: 2658.057617
	Iteration 5F: 3 clusters Score -321475.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -321801.281250 Penalty: 2658.057617
	Iteration 6F: 3 clusters Score -321801.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -322011.593750 Penalty: 2658.057617
	Iteration 7F: 3 clusters Score -322011.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -322120.656250 Penalty: 2658.057617
	Iteration 8Q: 3 clusters Score -322120.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -322176.156250 Penalty: 2658.057617
	Iteration 9Q: 3 clusters Score -322176.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -322216.500000 Penalty: 2658.057617
	Iteration 10Q: 3 clusters Score -322216.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -322243.656250 Penalty: 2658.057617
	Iteration 11Q: 3 clusters Score -322243.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -322268.000000 Penalty: 2658.057617
	Iteration 12Q: 3 clusters Score -322268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -322288.531250 Penalty: 2658.057617
	Iteration 13Q: 3 clusters Score -322288.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -322298.875000 Penalty: 2658.057617
	Iteration 14Q: 3 clusters Score -322298.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -322305.406250 Penalty: 2658.057617
	Iteration 15Q: 3 clusters Score -322305.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -322309.312500 Penalty: 2658.057617
	Iteration 16Q: 3 clusters Score -322309.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -322312.406250 Penalty: 2658.057617
	Iteration 17Q: 3 clusters Score -322312.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -322315.843750 Penalty: 2658.057617
	Iteration 18Q: 3 clusters Score -322315.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -322318.375000 Penalty: 2658.057617
	Iteration 19Q: 3 clusters Score -322318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -322318.968750 Penalty: 2658.057617
	Iteration 20F: 3 clusters Score -322319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -322318.750000 Penalty: 2658.057617
	Iteration 21Q: 3 clusters Score -322318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -322319.125000 Penalty: 2658.057617
	Iteration 22Q: 3 clusters Score -322319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -322320.656250 Penalty: 2658.057617
	Iteration 23Q: 3 clusters Score -322320.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -322320.406250 Penalty: 2658.057617
	Iteration 24Q: 3 clusters Score -322320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -322320.156250 Penalty: 2658.057617
	Iteration 25Q: 3 clusters Score -322320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -322320.156250 Penalty: 2658.057617
	Iteration 26F: 3 clusters Score -322320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -430683.031250 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -430683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -426887.000000 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -426887 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -427937.468750 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -427937.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -428093.750000 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -428093.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -428191.125000 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -428191.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -428251.375000 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -428251.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -428295.156250 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -428295.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428330.281250 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -428330.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -428360.781250 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -428360.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -428389.187500 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -428389.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -428417.718750 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -428417.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -428446.937500 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -428446.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -428475.156250 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -428475.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -428510.312500 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -428510.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -428559.937500 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -428559.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -428610.718750 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -428610.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -428670.375000 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -428670.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -428745.937500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -428745.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -428827.562500 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -428827.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -428939.750000 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -428939.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -429073.718750 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -429073.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -429180.812500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -429180.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -429281.406250 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -429281.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -429370.093750 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -429370.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -429429.562500 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -429429.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -429465.000000 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -429465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -429494.187500 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -429494.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -429514.000000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -429514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -429529.093750 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -429529.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -429537.250000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -429537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -429537.250000 Penalty: 2745.200439
	Iteration 29F: 3 clusters Score -429537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Entering Unmasked Estep 
Score: -3004968.250000 Penalty: 1692.942261
	Iteration 0F: 2 clusters Score -3004968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2982451.250000 Penalty: 3385.884521
	Iteration 0F: 3 clusters Score -2982451 nChanged 15493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2990961.250000 Penalty: 3385.884521
	Iteration 1F: 3 clusters Score -2990961 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -2991306.000000 Penalty: 3385.884521
	Iteration 2Q: 3 clusters Score -2991306 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -2991588.750000 Penalty: 3385.884521
	Iteration 3Q: 3 clusters Score -2991589 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2991863.000000 Penalty: 3385.884521
	Iteration 4Q: 3 clusters Score -2991863 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2992154.750000 Penalty: 3385.884521
	Iteration 5Q: 3 clusters Score -2992155 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2992395.250000 Penalty: 3385.884521
	Iteration 6Q: 3 clusters Score -2992395 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2992757.500000 Penalty: 3385.884521
	Iteration 7Q: 3 clusters Score -2992758 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2993242.750000 Penalty: 3385.884521
	Iteration 8Q: 3 clusters Score -2993243 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2993918.250000 Penalty: 3385.884521
	Iteration 9Q: 3 clusters Score -2993918 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2994882.250000 Penalty: 3385.884521
	Iteration 10Q: 3 clusters Score -2994882 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2996188.750000 Penalty: 3385.884521
	Iteration 11F: 3 clusters Score -2996189 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -2997672.500000 Penalty: 3385.884521
	Iteration 12F: 3 clusters Score -2997672 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2999033.500000 Penalty: 3385.884521
	Iteration 13Q: 3 clusters Score -2999034 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2999963.000000 Penalty: 3385.884521
	Iteration 14Q: 3 clusters Score -2999963 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -3000616.750000 Penalty: 3385.884521
	Iteration 15Q: 3 clusters Score -3000617 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3001025.250000 Penalty: 3385.884521
	Iteration 16Q: 3 clusters Score -3001025 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3001389.750000 Penalty: 3385.884521
	Iteration 17Q: 3 clusters Score -3001390 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -3001718.750000 Penalty: 3385.884521
	Iteration 18Q: 3 clusters Score -3001719 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -3001999.750000 Penalty: 3385.884521
	Iteration 19Q: 3 clusters Score -3002000 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3002250.000000 Penalty: 3385.884521
	Iteration 20F: 3 clusters Score -3002250 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3002513.250000 Penalty: 3385.884521
	Iteration 21Q: 3 clusters Score -3002513 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3002741.000000 Penalty: 3385.884521
	Iteration 22Q: 3 clusters Score -3002741 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3002929.250000 Penalty: 3385.884521
	Iteration 23Q: 3 clusters Score -3002929 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3003076.000000 Penalty: 3385.884521
	Iteration 24Q: 3 clusters Score -3003076 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3003182.750000 Penalty: 3385.884521
	Iteration 25Q: 3 clusters Score -3003183 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32789 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3003253.750000 Penalty: 3385.884521
	Iteration 26Q: 3 clusters Score -3003254 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3003314.250000 Penalty: 3385.884521
	Iteration 27Q: 3 clusters Score -3003314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3003360.750000 Penalty: 3385.884521
	Iteration 28Q: 3 clusters Score -3003361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3003391.250000 Penalty: 3385.884521
	Iteration 29Q: 3 clusters Score -3003391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -3003412.250000 Penalty: 3385.884521
	Iteration 30Q: 3 clusters Score -3003412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3003425.750000 Penalty: 3385.884521
	Iteration 31Q: 3 clusters Score -3003426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3003440.500000 Penalty: 3385.884521
	Iteration 32Q: 3 clusters Score -3003440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -3003450.000000 Penalty: 3385.884521
	Iteration 33Q: 3 clusters Score -3003450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -3003454.500000 Penalty: 3385.884521
	Iteration 34Q: 3 clusters Score -3003454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33080 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3003472.500000 Penalty: 3385.884521
	Iteration 35Q: 3 clusters Score -3003472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -3003479.250000 Penalty: 3385.884521
	Iteration 36Q: 3 clusters Score -3003479 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3003489.250000 Penalty: 3385.884521
	Iteration 37Q: 3 clusters Score -3003489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3003497.750000 Penalty: 3385.884521
	Iteration 38Q: 3 clusters Score -3003498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3003501.000000 Penalty: 3385.884521
	Iteration 39Q: 3 clusters Score -3003501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3003505.250000 Penalty: 3385.884521
	Iteration 40F: 3 clusters Score -3003505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3003506.750000 Penalty: 3385.884521
	Iteration 41Q: 3 clusters Score -3003507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3003509.250000 Penalty: 3385.884521
	Iteration 42Q: 3 clusters Score -3003509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3003512.500000 Penalty: 3385.884521
	Iteration 43Q: 3 clusters Score -3003512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3003518.500000 Penalty: 3385.884521
	Iteration 44Q: 3 clusters Score -3003518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3003522.750000 Penalty: 3385.884521
	Iteration 45Q: 3 clusters Score -3003523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3003527.500000 Penalty: 3385.884521
	Iteration 46Q: 3 clusters Score -3003528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3003528.750000 Penalty: 3385.884521
	Iteration 47Q: 3 clusters Score -3003529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3003530.750000 Penalty: 3385.884521
	Iteration 48Q: 3 clusters Score -3003531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3003528.000000 Penalty: 3385.884521
	Iteration 49Q: 3 clusters Score -3003528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3003530.250000 Penalty: 3385.884521
	Iteration 50Q: 3 clusters Score -3003530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3003529.750000 Penalty: 3385.884521
	Iteration 51Q: 3 clusters Score -3003530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3003531.000000 Penalty: 3385.884521
	Iteration 52Q: 3 clusters Score -3003531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3003531.000000 Penalty: 3385.884521
	Iteration 53F: 3 clusters Score -3003531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Entering Unmasked Estep 
Score: -511160.937500 Penalty: 1406.160645
	Iteration 0F: 2 clusters Score -511160.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -506708.187500 Penalty: 2812.321289
	Iteration 0F: 3 clusters Score -506708.2 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -508002.906250 Penalty: 2812.321289
	Iteration 1F: 3 clusters Score -508002.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -508275.406250 Penalty: 2812.321289
	Iteration 2F: 3 clusters Score -508275.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -508496.468750 Penalty: 2812.321289
	Iteration 3F: 3 clusters Score -508496.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -508693.500000 Penalty: 2812.321289
	Iteration 4F: 3 clusters Score -508693.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -508893.406250 Penalty: 2812.321289
	Iteration 5F: 3 clusters Score -508893.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -509061.718750 Penalty: 2812.321289
	Iteration 6F: 3 clusters Score -509061.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -509212.687500 Penalty: 2812.321289
	Iteration 7Q: 3 clusters Score -509212.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -509361.375000 Penalty: 2812.321289
	Iteration 8Q: 3 clusters Score -509361.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -509509.062500 Penalty: 2812.321289
	Iteration 9Q: 3 clusters Score -509509.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -509600.718750 Penalty: 2812.321289
	Iteration 10Q: 3 clusters Score -509600.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -509657.500000 Penalty: 2812.321289
	Iteration 11Q: 3 clusters Score -509657.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -509704.000000 Penalty: 2812.321289
	Iteration 12Q: 3 clusters Score -509704 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -509741.656250 Penalty: 2812.321289
	Iteration 13Q: 3 clusters Score -509741.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -509773.000000 Penalty: 2812.321289
	Iteration 14Q: 3 clusters Score -509773 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -509793.937500 Penalty: 2812.321289
	Iteration 15Q: 3 clusters Score -509793.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -509805.156250 Penalty: 2812.321289
	Iteration 16Q: 3 clusters Score -509805.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -509812.625000 Penalty: 2812.321289
	Iteration 17Q: 3 clusters Score -509812.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -509822.187500 Penalty: 2812.321289
	Iteration 18Q: 3 clusters Score -509822.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -509829.093750 Penalty: 2812.321289
	Iteration 19Q: 3 clusters Score -509829.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -509833.437500 Penalty: 2812.321289
	Iteration 20F: 3 clusters Score -509833.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -509836.687500 Penalty: 2812.321289
	Iteration 21Q: 3 clusters Score -509836.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -509839.625000 Penalty: 2812.321289
	Iteration 22Q: 3 clusters Score -509839.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -509842.687500 Penalty: 2812.321289
	Iteration 23Q: 3 clusters Score -509842.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -509845.187500 Penalty: 2812.321289
	Iteration 24Q: 3 clusters Score -509845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -509845.656250 Penalty: 2812.321289
	Iteration 25Q: 3 clusters Score -509845.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -509846.312500 Penalty: 2812.321289
	Iteration 26Q: 3 clusters Score -509846.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -509846.812500 Penalty: 2812.321289
	Iteration 27Q: 3 clusters Score -509846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509848.625000 Penalty: 2812.321289
	Iteration 28Q: 3 clusters Score -509848.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509848.875000 Penalty: 2812.321289
	Iteration 29Q: 3 clusters Score -509848.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -509848.125000 Penalty: 2812.321289
	Iteration 30Q: 3 clusters Score -509848.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -509849.750000 Penalty: 2812.321289
	Iteration 31Q: 3 clusters Score -509849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509849.875000 Penalty: 2812.321289
	Iteration 32Q: 3 clusters Score -509849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -509849.937500 Penalty: 2812.321289
	Iteration 33Q: 3 clusters Score -509849.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -509850.437500 Penalty: 2812.321289
	Iteration 34Q: 3 clusters Score -509850.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -509850.531250 Penalty: 2812.321289
	Iteration 35Q: 3 clusters Score -509850.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -509850.531250 Penalty: 2812.321289
	Iteration 36F: 3 clusters Score -509850.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Entering Unmasked Estep 
Score: -302433.187500 Penalty: 1322.136719
	Iteration 0F: 2 clusters Score -302433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -299460.875000 Penalty: 2644.273438
	Iteration 0F: 3 clusters Score -299460.9 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -300223.812500 Penalty: 2644.273438
	Iteration 1F: 3 clusters Score -300223.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -300383.343750 Penalty: 2644.273438
	Iteration 2F: 3 clusters Score -300383.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -300486.687500 Penalty: 2644.273438
	Iteration 3Q: 3 clusters Score -300486.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -300594.593750 Penalty: 2644.273438
	Iteration 4Q: 3 clusters Score -300594.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -300712.531250 Penalty: 2644.273438
	Iteration 5Q: 3 clusters Score -300712.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -300854.187500 Penalty: 2644.273438
	Iteration 6Q: 3 clusters Score -300854.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -301007.718750 Penalty: 2644.273438
	Iteration 7Q: 3 clusters Score -301007.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -301218.562500 Penalty: 2644.273438
	Iteration 8F: 3 clusters Score -301218.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -301420.812500 Penalty: 2644.273438
	Iteration 9F: 3 clusters Score -301420.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -301573.875000 Penalty: 2644.273438
	Iteration 10Q: 3 clusters Score -301573.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -301670.156250 Penalty: 2644.273438
	Iteration 11Q: 3 clusters Score -301670.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -301731.125000 Penalty: 2644.273438
	Iteration 12Q: 3 clusters Score -301731.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -301769.000000 Penalty: 2644.273438
	Iteration 13Q: 3 clusters Score -301769 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -301787.656250 Penalty: 2644.273438
	Iteration 14Q: 3 clusters Score -301787.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -301805.250000 Penalty: 2644.273438
	Iteration 15Q: 3 clusters Score -301805.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -301813.531250 Penalty: 2644.273438
	Iteration 16Q: 3 clusters Score -301813.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -301819.156250 Penalty: 2644.273438
	Iteration 17Q: 3 clusters Score -301819.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -301825.031250 Penalty: 2644.273438
	Iteration 18Q: 3 clusters Score -301825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -301827.468750 Penalty: 2644.273438
	Iteration 19Q: 3 clusters Score -301827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -301829.593750 Penalty: 2644.273438
	Iteration 20F: 3 clusters Score -301829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -301831.812500 Penalty: 2644.273438
	Iteration 21Q: 3 clusters Score -301831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -301834.968750 Penalty: 2644.273438
	Iteration 22Q: 3 clusters Score -301835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -301838.062500 Penalty: 2644.273438
	Iteration 23Q: 3 clusters Score -301838.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -301839.406250 Penalty: 2644.273438
	Iteration 24Q: 3 clusters Score -301839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -301840.562500 Penalty: 2644.273438
	Iteration 25Q: 3 clusters Score -301840.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -301841.531250 Penalty: 2644.273438
	Iteration 26Q: 3 clusters Score -301841.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -301842.156250 Penalty: 2644.273438
	Iteration 27Q: 3 clusters Score -301842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -301842.218750 Penalty: 2644.273438
	Iteration 28Q: 3 clusters Score -301842.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301842.062500 Penalty: 2644.273438
	Iteration 29Q: 3 clusters Score -301842.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -301842.062500 Penalty: 2644.273438
	Iteration 30F: 3 clusters Score -301842.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Entering Unmasked Estep 
Score: -2700143.000000 Penalty: 1669.645386
	Iteration 0F: 2 clusters Score -2700143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2680489.500000 Penalty: 3339.290771
	Iteration 0F: 3 clusters Score -2680490 nChanged 13345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2688043.500000 Penalty: 3339.290771
	Iteration 1F: 3 clusters Score -2688044 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2688647.250000 Penalty: 3339.290771
	Iteration 2F: 3 clusters Score -2688647 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2689373.750000 Penalty: 3339.290771
	Iteration 3F: 3 clusters Score -2689374 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2690350.250000 Penalty: 3339.290771
	Iteration 4F: 3 clusters Score -2690350 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2691546.750000 Penalty: 3339.290771
	Iteration 5F: 3 clusters Score -2691547 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2692967.000000 Penalty: 3339.290771
	Iteration 6F: 3 clusters Score -2692967 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2694424.000000 Penalty: 3339.290771
	Iteration 7F: 3 clusters Score -2694424 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -2695680.000000 Penalty: 3339.290771
	Iteration 8F: 3 clusters Score -2695680 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2696781.500000 Penalty: 3339.290771
	Iteration 9Q: 3 clusters Score -2696782 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -2697597.250000 Penalty: 3339.290771
	Iteration 10Q: 3 clusters Score -2697597 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -2698092.000000 Penalty: 3339.290771
	Iteration 11Q: 3 clusters Score -2698092 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -2698427.500000 Penalty: 3339.290771
	Iteration 12Q: 3 clusters Score -2698428 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -2698646.250000 Penalty: 3339.290771
	Iteration 13Q: 3 clusters Score -2698646 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -2698745.000000 Penalty: 3339.290771
	Iteration 14Q: 3 clusters Score -2698745 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -2698807.250000 Penalty: 3339.290771
	Iteration 15Q: 3 clusters Score -2698807 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -2698841.500000 Penalty: 3339.290771
	Iteration 16Q: 3 clusters Score -2698842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -2698883.000000 Penalty: 3339.290771
	Iteration 17Q: 3 clusters Score -2698883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -2698910.250000 Penalty: 3339.290771
	Iteration 18Q: 3 clusters Score -2698910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -2698933.500000 Penalty: 3339.290771
	Iteration 19Q: 3 clusters Score -2698934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -2698959.000000 Penalty: 3339.290771
	Iteration 20F: 3 clusters Score -2698959 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -2698970.000000 Penalty: 3339.290771
	Iteration 21Q: 3 clusters Score -2698970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -2698994.500000 Penalty: 3339.290771
	Iteration 22Q: 3 clusters Score -2698994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -2698996.750000 Penalty: 3339.290771
	Iteration 23Q: 3 clusters Score -2698997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -2699001.250000 Penalty: 3339.290771
	Iteration 24Q: 3 clusters Score -2699001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -2699008.500000 Penalty: 3339.290771
	Iteration 25Q: 3 clusters Score -2699008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2699016.250000 Penalty: 3339.290771
	Iteration 26Q: 3 clusters Score -2699016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2699025.000000 Penalty: 3339.290771
	Iteration 27Q: 3 clusters Score -2699025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2699031.000000 Penalty: 3339.290771
	Iteration 28Q: 3 clusters Score -2699031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2699038.250000 Penalty: 3339.290771
	Iteration 29Q: 3 clusters Score -2699038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2699057.250000 Penalty: 3339.290771
	Iteration 30Q: 3 clusters Score -2699057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2699059.500000 Penalty: 3339.290771
	Iteration 31Q: 3 clusters Score -2699060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -2699074.000000 Penalty: 3339.290771
	Iteration 32Q: 3 clusters Score -2699074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -2699094.500000 Penalty: 3339.290771
	Iteration 33Q: 3 clusters Score -2699094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -2699106.500000 Penalty: 3339.290771
	Iteration 34Q: 3 clusters Score -2699106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -2699130.500000 Penalty: 3339.290771
	Iteration 35Q: 3 clusters Score -2699130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -2699144.750000 Penalty: 3339.290771
	Iteration 36Q: 3 clusters Score -2699145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -2699171.250000 Penalty: 3339.290771
	Iteration 37Q: 3 clusters Score -2699171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -2699192.750000 Penalty: 3339.290771
	Iteration 38Q: 3 clusters Score -2699193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -2699210.000000 Penalty: 3339.290771
	Iteration 39Q: 3 clusters Score -2699210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -2699224.000000 Penalty: 3339.290771
	Iteration 40F: 3 clusters Score -2699224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -2699230.000000 Penalty: 3339.290771
	Iteration 41Q: 3 clusters Score -2699230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -2699233.750000 Penalty: 3339.290771
	Iteration 42Q: 3 clusters Score -2699234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -2699241.500000 Penalty: 3339.290771
	Iteration 43Q: 3 clusters Score -2699242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -2699244.500000 Penalty: 3339.290771
	Iteration 44Q: 3 clusters Score -2699244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -2699244.250000 Penalty: 3339.290771
	Iteration 45Q: 3 clusters Score -2699244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -2699244.000000 Penalty: 3339.290771
	Iteration 46Q: 3 clusters Score -2699244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -2699248.250000 Penalty: 3339.290771
	Iteration 47Q: 3 clusters Score -2699248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -2699251.500000 Penalty: 3339.290771
	Iteration 48Q: 3 clusters Score -2699252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -2699254.000000 Penalty: 3339.290771
	Iteration 49Q: 3 clusters Score -2699254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -2699250.500000 Penalty: 3339.290771
	Iteration 50Q: 3 clusters Score -2699250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -2699252.500000 Penalty: 3339.290771
	Iteration 51Q: 3 clusters Score -2699252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -2699252.750000 Penalty: 3339.290771
	Iteration 52Q: 3 clusters Score -2699253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2699253.000000 Penalty: 3339.290771
	Iteration 53Q: 3 clusters Score -2699253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -2699253.000000 Penalty: 3339.290771
	Iteration 54F: 3 clusters Score -2699253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -120655.546875 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -120655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -118868.148438 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -118868.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119415.164062 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -119415.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -119726.007812 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -119726 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -119902.976562 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -119903 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -119987.640625 Penalty: 2390.375732
	Iteration 4F: 3 clusters Score -119987.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -120035.132812 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -120035.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -120072.039062 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -120072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -120119.843750 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -120119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -120162.960938 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -120163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -120183.492188 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -120183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -120194.460938 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -120194.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -120200.656250 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -120200.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -120203.656250 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -120203.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -120208.742188 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -120208.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -120211.960938 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -120212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -120216.617188 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -120216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -120218.609375 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -120218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -120219.953125 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -120220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -120220.851562 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -120220.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -120220.937500 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -120220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -120220.937500 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -120220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -184014.703125 Penalty: 1241.988037
	Iteration 0F: 2 clusters Score -184014.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -181876.156250 Penalty: 2483.976074
	Iteration 0F: 3 clusters Score -181876.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182344.203125 Penalty: 2483.976074
	Iteration 1F: 3 clusters Score -182344.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -182458.640625 Penalty: 2483.976074
	Iteration 2F: 3 clusters Score -182458.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -182531.500000 Penalty: 2483.976074
	Iteration 3Q: 3 clusters Score -182531.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -182578.609375 Penalty: 2483.976074
	Iteration 4Q: 3 clusters Score -182578.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -182618.000000 Penalty: 2483.976074
	Iteration 5Q: 3 clusters Score -182618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -182640.937500 Penalty: 2483.976074
	Iteration 6Q: 3 clusters Score -182640.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -182654.921875 Penalty: 2483.976074
	Iteration 7Q: 3 clusters Score -182654.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -182665.812500 Penalty: 2483.976074
	Iteration 8Q: 3 clusters Score -182665.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -182671.437500 Penalty: 2483.976074
	Iteration 9Q: 3 clusters Score -182671.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -182678.171875 Penalty: 2483.976074
	Iteration 10Q: 3 clusters Score -182678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -182684.328125 Penalty: 2483.976074
	Iteration 11Q: 3 clusters Score -182684.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -182691.750000 Penalty: 2483.976074
	Iteration 12Q: 3 clusters Score -182691.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -182701.359375 Penalty: 2483.976074
	Iteration 13Q: 3 clusters Score -182701.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -182711.531250 Penalty: 2483.976074
	Iteration 14Q: 3 clusters Score -182711.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -182723.453125 Penalty: 2483.976074
	Iteration 15Q: 3 clusters Score -182723.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -182737.921875 Penalty: 2483.976074
	Iteration 16Q: 3 clusters Score -182737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -182749.593750 Penalty: 2483.976074
	Iteration 17Q: 3 clusters Score -182749.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -182763.890625 Penalty: 2483.976074
	Iteration 18Q: 3 clusters Score -182763.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -182778.250000 Penalty: 2483.976074
	Iteration 19Q: 3 clusters Score -182778.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182783.625000 Penalty: 2483.976074
	Iteration 20F: 3 clusters Score -182783.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182788.781250 Penalty: 2483.976074
	Iteration 21Q: 3 clusters Score -182788.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -182799.687500 Penalty: 2483.976074
	Iteration 22Q: 3 clusters Score -182799.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -182809.859375 Penalty: 2483.976074
	Iteration 23Q: 3 clusters Score -182809.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -182815.500000 Penalty: 2483.976074
	Iteration 24Q: 3 clusters Score -182815.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -182818.593750 Penalty: 2483.976074
	Iteration 25Q: 3 clusters Score -182818.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -182820.031250 Penalty: 2483.976074
	Iteration 26Q: 3 clusters Score -182820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -182821.703125 Penalty: 2483.976074
	Iteration 27Q: 3 clusters Score -182821.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -182823.562500 Penalty: 2483.976074
	Iteration 28Q: 3 clusters Score -182823.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -182825.421875 Penalty: 2483.976074
	Iteration 29Q: 3 clusters Score -182825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -182826.875000 Penalty: 2483.976074
	Iteration 30Q: 3 clusters Score -182826.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -182828.531250 Penalty: 2483.976074
	Iteration 31Q: 3 clusters Score -182828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -182829.046875 Penalty: 2483.976074
	Iteration 32Q: 3 clusters Score -182829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -182831.906250 Penalty: 2483.976074
	Iteration 33Q: 3 clusters Score -182831.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -182834.562500 Penalty: 2483.976074
	Iteration 34Q: 3 clusters Score -182834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -182836.281250 Penalty: 2483.976074
	Iteration 35Q: 3 clusters Score -182836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -182838.140625 Penalty: 2483.976074
	Iteration 36Q: 3 clusters Score -182838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -182839.343750 Penalty: 2483.976074
	Iteration 37Q: 3 clusters Score -182839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -182839.531250 Penalty: 2483.976074
	Iteration 38Q: 3 clusters Score -182839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -182839.531250 Penalty: 2483.976074
	Iteration 39F: 3 clusters Score -182839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Entering Unmasked Estep 
Score: -1040449.000000 Penalty: 1522.567993
	Iteration 0F: 2 clusters Score -1040449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1032189.875000 Penalty: 3045.135986
	Iteration 0F: 3 clusters Score -1032190 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1035005.187500 Penalty: 3045.135986
	Iteration 1F: 3 clusters Score -1035005 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1035349.375000 Penalty: 3045.135986
	Iteration 2F: 3 clusters Score -1035349 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1035665.000000 Penalty: 3045.135986
	Iteration 3F: 3 clusters Score -1035665 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1036022.937500 Penalty: 3045.135986
	Iteration 4F: 3 clusters Score -1036023 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1036387.250000 Penalty: 3045.135986
	Iteration 5F: 3 clusters Score -1036387 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1036778.937500 Penalty: 3045.135986
	Iteration 6F: 3 clusters Score -1036779 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1037125.812500 Penalty: 3045.135986
	Iteration 7F: 3 clusters Score -1037126 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1037408.187500 Penalty: 3045.135986
	Iteration 8Q: 3 clusters Score -1037408 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1037644.687500 Penalty: 3045.135986
	Iteration 9Q: 3 clusters Score -1037645 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1037874.375000 Penalty: 3045.135986
	Iteration 10Q: 3 clusters Score -1037874 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1038082.625000 Penalty: 3045.135986
	Iteration 11Q: 3 clusters Score -1038083 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1038268.875000 Penalty: 3045.135986
	Iteration 12Q: 3 clusters Score -1038269 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1038426.437500 Penalty: 3045.135986
	Iteration 13Q: 3 clusters Score -1038426 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1038582.000000 Penalty: 3045.135986
	Iteration 14Q: 3 clusters Score -1038582 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1038711.062500 Penalty: 3045.135986
	Iteration 15Q: 3 clusters Score -1038711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -1038807.625000 Penalty: 3045.135986
	Iteration 16Q: 3 clusters Score -1038808 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1038872.187500 Penalty: 3045.135986
	Iteration 17Q: 3 clusters Score -1038872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1038926.750000 Penalty: 3045.135986
	Iteration 18Q: 3 clusters Score -1038927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1038959.875000 Penalty: 3045.135986
	Iteration 19Q: 3 clusters Score -1038960 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1038983.687500 Penalty: 3045.135986
	Iteration 20F: 3 clusters Score -1038984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1039003.562500 Penalty: 3045.135986
	Iteration 21Q: 3 clusters Score -1039004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1039025.437500 Penalty: 3045.135986
	Iteration 22Q: 3 clusters Score -1039025 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1039053.437500 Penalty: 3045.135986
	Iteration 23Q: 3 clusters Score -1039053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1039072.125000 Penalty: 3045.135986
	Iteration 24Q: 3 clusters Score -1039072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1039081.250000 Penalty: 3045.135986
	Iteration 25Q: 3 clusters Score -1039081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1039082.812500 Penalty: 3045.135986
	Iteration 26Q: 3 clusters Score -1039083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1039088.312500 Penalty: 3045.135986
	Iteration 27Q: 3 clusters Score -1039088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -1039093.187500 Penalty: 3045.135986
	Iteration 28Q: 3 clusters Score -1039093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1039094.625000 Penalty: 3045.135986
	Iteration 29Q: 3 clusters Score -1039095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1039094.750000 Penalty: 3045.135986
	Iteration 30Q: 3 clusters Score -1039095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1039094.687500 Penalty: 3045.135986
	Iteration 31Q: 3 clusters Score -1039095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1039096.875000 Penalty: 3045.135986
	Iteration 32Q: 3 clusters Score -1039097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1039098.062500 Penalty: 3045.135986
	Iteration 33Q: 3 clusters Score -1039098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1039099.625000 Penalty: 3045.135986
	Iteration 34Q: 3 clusters Score -1039100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1039099.625000 Penalty: 3045.135986
	Iteration 35F: 3 clusters Score -1039100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Entering Unmasked Estep 
Score: -244107.812500 Penalty: 1292.357056
	Iteration 0F: 2 clusters Score -244107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -241521.765625 Penalty: 2584.714111
	Iteration 0F: 3 clusters Score -241521.8 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -242206.046875 Penalty: 2584.714111
	Iteration 1F: 3 clusters Score -242206 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -242360.218750 Penalty: 2584.714111
	Iteration 2F: 3 clusters Score -242360.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -242465.140625 Penalty: 2584.714111
	Iteration 3F: 3 clusters Score -242465.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -242556.296875 Penalty: 2584.714111
	Iteration 4Q: 3 clusters Score -242556.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -242620.640625 Penalty: 2584.714111
	Iteration 5Q: 3 clusters Score -242620.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -242670.734375 Penalty: 2584.714111
	Iteration 6Q: 3 clusters Score -242670.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -242713.828125 Penalty: 2584.714111
	Iteration 7Q: 3 clusters Score -242713.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -242745.328125 Penalty: 2584.714111
	Iteration 8Q: 3 clusters Score -242745.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -242770.718750 Penalty: 2584.714111
	Iteration 9Q: 3 clusters Score -242770.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -242788.343750 Penalty: 2584.714111
	Iteration 10Q: 3 clusters Score -242788.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -242806.171875 Penalty: 2584.714111
	Iteration 11Q: 3 clusters Score -242806.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -242824.171875 Penalty: 2584.714111
	Iteration 12Q: 3 clusters Score -242824.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -242840.265625 Penalty: 2584.714111
	Iteration 13Q: 3 clusters Score -242840.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -242858.625000 Penalty: 2584.714111
	Iteration 14Q: 3 clusters Score -242858.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -242875.296875 Penalty: 2584.714111
	Iteration 15Q: 3 clusters Score -242875.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -242888.140625 Penalty: 2584.714111
	Iteration 16Q: 3 clusters Score -242888.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -242907.359375 Penalty: 2584.714111
	Iteration 17Q: 3 clusters Score -242907.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -242924.656250 Penalty: 2584.714111
	Iteration 18Q: 3 clusters Score -242924.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -242940.265625 Penalty: 2584.714111
	Iteration 19Q: 3 clusters Score -242940.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -242956.984375 Penalty: 2584.714111
	Iteration 20F: 3 clusters Score -242957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -242976.343750 Penalty: 2584.714111
	Iteration 21Q: 3 clusters Score -242976.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -242986.578125 Penalty: 2584.714111
	Iteration 22Q: 3 clusters Score -242986.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -242998.484375 Penalty: 2584.714111
	Iteration 23Q: 3 clusters Score -242998.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -243012.187500 Penalty: 2584.714111
	Iteration 24Q: 3 clusters Score -243012.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -243025.468750 Penalty: 2584.714111
	Iteration 25Q: 3 clusters Score -243025.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -243033.750000 Penalty: 2584.714111
	Iteration 26Q: 3 clusters Score -243033.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -243050.281250 Penalty: 2584.714111
	Iteration 27Q: 3 clusters Score -243050.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -243067.578125 Penalty: 2584.714111
	Iteration 28Q: 3 clusters Score -243067.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -243083.234375 Penalty: 2584.714111
	Iteration 29Q: 3 clusters Score -243083.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -243093.640625 Penalty: 2584.714111
	Iteration 30Q: 3 clusters Score -243093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -243097.953125 Penalty: 2584.714111
	Iteration 31Q: 3 clusters Score -243098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -243102.171875 Penalty: 2584.714111
	Iteration 32Q: 3 clusters Score -243102.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -243106.250000 Penalty: 2584.714111
	Iteration 33Q: 3 clusters Score -243106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -243110.421875 Penalty: 2584.714111
	Iteration 34Q: 3 clusters Score -243110.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -243114.187500 Penalty: 2584.714111
	Iteration 35Q: 3 clusters Score -243114.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -243118.281250 Penalty: 2584.714111
	Iteration 36Q: 3 clusters Score -243118.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -243121.718750 Penalty: 2584.714111
	Iteration 37Q: 3 clusters Score -243121.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -243123.515625 Penalty: 2584.714111
	Iteration 38Q: 3 clusters Score -243123.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -243124.515625 Penalty: 2584.714111
	Iteration 39Q: 3 clusters Score -243124.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -243125.234375 Penalty: 2584.714111
	Iteration 40F: 3 clusters Score -243125.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -243125.703125 Penalty: 2584.714111
	Iteration 41Q: 3 clusters Score -243125.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -243126.250000 Penalty: 2584.714111
	Iteration 42Q: 3 clusters Score -243126.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -243128.093750 Penalty: 2584.714111
	Iteration 43Q: 3 clusters Score -243128.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -243128.890625 Penalty: 2584.714111
	Iteration 44Q: 3 clusters Score -243128.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243130.046875 Penalty: 2584.714111
	Iteration 45Q: 3 clusters Score -243130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -243130.765625 Penalty: 2584.714111
	Iteration 46Q: 3 clusters Score -243130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -243130.953125 Penalty: 2584.714111
	Iteration 47Q: 3 clusters Score -243131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -243130.953125 Penalty: 2584.714111
	Iteration 48F: 3 clusters Score -243131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -603872.562500 Penalty: 1430.897827
	Iteration 0F: 2 clusters Score -603872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -598826.812500 Penalty: 2861.795654
	Iteration 0F: 3 clusters Score -598826.8 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -600371.812500 Penalty: 2861.795654
	Iteration 1F: 3 clusters Score -600371.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -600594.187500 Penalty: 2861.795654
	Iteration 2F: 3 clusters Score -600594.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -600771.937500 Penalty: 2861.795654
	Iteration 3F: 3 clusters Score -600771.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -600927.812500 Penalty: 2861.795654
	Iteration 4Q: 3 clusters Score -600927.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -601073.375000 Penalty: 2861.795654
	Iteration 5Q: 3 clusters Score -601073.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -601216.500000 Penalty: 2861.795654
	Iteration 6Q: 3 clusters Score -601216.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -601370.687500 Penalty: 2861.795654
	Iteration 7Q: 3 clusters Score -601370.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -601532.375000 Penalty: 2861.795654
	Iteration 8Q: 3 clusters Score -601532.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -601699.250000 Penalty: 2861.795654
	Iteration 9Q: 3 clusters Score -601699.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -601877.312500 Penalty: 2861.795654
	Iteration 10Q: 3 clusters Score -601877.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -602095.437500 Penalty: 2861.795654
	Iteration 11Q: 3 clusters Score -602095.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -602397.937500 Penalty: 2861.795654
	Iteration 12Q: 3 clusters Score -602397.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -602715.250000 Penalty: 2861.795654
	Iteration 13Q: 3 clusters Score -602715.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -602978.937500 Penalty: 2861.795654
	Iteration 14Q: 3 clusters Score -602978.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -603146.937500 Penalty: 2861.795654
	Iteration 15Q: 3 clusters Score -603146.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -603235.875000 Penalty: 2861.795654
	Iteration 16Q: 3 clusters Score -603235.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -603277.625000 Penalty: 2861.795654
	Iteration 17Q: 3 clusters Score -603277.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -603293.187500 Penalty: 2861.795654
	Iteration 18Q: 3 clusters Score -603293.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -603303.625000 Penalty: 2861.795654
	Iteration 19Q: 3 clusters Score -603303.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -603312.687500 Penalty: 2861.795654
	Iteration 20F: 3 clusters Score -603312.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -603317.062500 Penalty: 2861.795654
	Iteration 21Q: 3 clusters Score -603317.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -603319.625000 Penalty: 2861.795654
	Iteration 22Q: 3 clusters Score -603319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -603322.875000 Penalty: 2861.795654
	Iteration 23Q: 3 clusters Score -603322.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -603325.812500 Penalty: 2861.795654
	Iteration 24Q: 3 clusters Score -603325.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -603326.500000 Penalty: 2861.795654
	Iteration 25Q: 3 clusters Score -603326.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -603329.562500 Penalty: 2861.795654
	Iteration 26Q: 3 clusters Score -603329.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -603329.812500 Penalty: 2861.795654
	Iteration 27Q: 3 clusters Score -603329.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -603330.812500 Penalty: 2861.795654
	Iteration 28Q: 3 clusters Score -603330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -603331.312500 Penalty: 2861.795654
	Iteration 29Q: 3 clusters Score -603331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -603331.250000 Penalty: 2861.795654
	Iteration 30Q: 3 clusters Score -603331.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -603332.062500 Penalty: 2861.795654
	Iteration 31Q: 3 clusters Score -603332.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -603333.125000 Penalty: 2861.795654
	Iteration 32Q: 3 clusters Score -603333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -603333.562500 Penalty: 2861.795654
	Iteration 33Q: 3 clusters Score -603333.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -603334.000000 Penalty: 2861.795654
	Iteration 34Q: 3 clusters Score -603334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -603334.687500 Penalty: 2861.795654
	Iteration 35Q: 3 clusters Score -603334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -603335.125000 Penalty: 2861.795654
	Iteration 36Q: 3 clusters Score -603335.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -603336.062500 Penalty: 2861.795654
	Iteration 37Q: 3 clusters Score -603336.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -603336.062500 Penalty: 2861.795654
	Iteration 38F: 3 clusters Score -603336.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -213708.546875 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -213708.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -211387.515625 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -211387.5 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -211883.078125 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -211883.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -212009.625000 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -212009.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -212085.953125 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -212086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -212138.328125 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -212138.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -212177.578125 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -212177.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -212212.796875 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -212212.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -212255.937500 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -212255.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -212306.328125 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -212306.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -212354.000000 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -212354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -212392.593750 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -212392.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -212416.500000 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -212416.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -212444.640625 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -212444.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -212467.984375 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -212468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -212484.578125 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -212484.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -212501.046875 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -212501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -212512.156250 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -212512.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -212521.812500 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -212521.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -212535.453125 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -212535.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -212549.140625 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -212549.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -212565.906250 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -212565.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -212578.843750 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -212578.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212593.625000 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -212593.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -212610.734375 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -212610.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -212622.812500 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -212622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -212634.906250 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -212634.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -212645.359375 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -212645.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -212653.859375 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -212653.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -212658.390625 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -212658.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -212662.203125 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -212662.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -212664.796875 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -212664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -212667.140625 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -212667.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -212667.265625 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -212667.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -212668.390625 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -212668.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -212670.656250 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -212670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -212671.484375 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -212671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -212671.484375 Penalty: 2536.381592
	Iteration 36F: 3 clusters Score -212671.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -459834.062500 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -459834.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -455659.281250 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -455659.3 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -456838.593750 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -456838.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -456996.437500 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -456996.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -457096.156250 Penalty: 2783.696777
	Iteration 3Q: 3 clusters Score -457096.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -457165.187500 Penalty: 2783.696777
	Iteration 4Q: 3 clusters Score -457165.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -457237.593750 Penalty: 2783.696777
	Iteration 5Q: 3 clusters Score -457237.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -457287.843750 Penalty: 2783.696777
	Iteration 6Q: 3 clusters Score -457287.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -457338.656250 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -457338.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -457373.500000 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -457373.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -457405.281250 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -457405.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -457443.625000 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -457443.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -457478.500000 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -457478.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -457516.343750 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -457516.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -457557.468750 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -457557.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -457596.468750 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -457596.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -457634.781250 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -457634.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -457664.250000 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -457664.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -457682.125000 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -457682.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -457702.656250 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -457702.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -457723.593750 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -457723.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -457744.718750 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -457744.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -457768.187500 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -457768.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -457790.406250 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -457790.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -457812.000000 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -457812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -457835.250000 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -457835.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -457852.562500 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -457852.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -457867.218750 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -457867.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -457880.000000 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -457880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -457889.437500 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -457889.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -457895.968750 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -457896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -457901.687500 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -457901.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -457907.125000 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -457907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -457912.312500 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -457912.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -457918.156250 Penalty: 2783.696777
	Iteration 33Q: 3 clusters Score -457918.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -457922.375000 Penalty: 2783.696777
	Iteration 34Q: 3 clusters Score -457922.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -457927.250000 Penalty: 2783.696777
	Iteration 35Q: 3 clusters Score -457927.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -457930.781250 Penalty: 2783.696777
	Iteration 36Q: 3 clusters Score -457930.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -457936.812500 Penalty: 2783.696777
	Iteration 37Q: 3 clusters Score -457936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -457941.625000 Penalty: 2783.696777
	Iteration 38Q: 3 clusters Score -457941.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -457947.031250 Penalty: 2783.696777
	Iteration 39Q: 3 clusters Score -457947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -457955.125000 Penalty: 2783.696777
	Iteration 40F: 3 clusters Score -457955.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -457962.937500 Penalty: 2783.696777
	Iteration 41Q: 3 clusters Score -457962.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -457968.968750 Penalty: 2783.696777
	Iteration 42Q: 3 clusters Score -457969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -457973.562500 Penalty: 2783.696777
	Iteration 43Q: 3 clusters Score -457973.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -457977.406250 Penalty: 2783.696777
	Iteration 44Q: 3 clusters Score -457977.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -457981.125000 Penalty: 2783.696777
	Iteration 45Q: 3 clusters Score -457981.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -457985.156250 Penalty: 2783.696777
	Iteration 46Q: 3 clusters Score -457985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -457987.875000 Penalty: 2783.696777
	Iteration 47Q: 3 clusters Score -457987.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -457991.593750 Penalty: 2783.696777
	Iteration 48Q: 3 clusters Score -457991.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -457995.312500 Penalty: 2783.696777
	Iteration 49Q: 3 clusters Score -457995.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -457999.156250 Penalty: 2783.696777
	Iteration 50Q: 3 clusters Score -457999.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -458002.625000 Penalty: 2783.696777
	Iteration 51Q: 3 clusters Score -458002.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -458004.000000 Penalty: 2783.696777
	Iteration 52Q: 3 clusters Score -458004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -458007.437500 Penalty: 2783.696777
	Iteration 53Q: 3 clusters Score -458007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -458009.000000 Penalty: 2783.696777
	Iteration 54Q: 3 clusters Score -458009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -458010.531250 Penalty: 2783.696777
	Iteration 55Q: 3 clusters Score -458010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -458013.218750 Penalty: 2783.696777
	Iteration 56Q: 3 clusters Score -458013.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -458014.406250 Penalty: 2783.696777
	Iteration 57Q: 3 clusters Score -458014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -458017.531250 Penalty: 2783.696777
	Iteration 58Q: 3 clusters Score -458017.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -458018.250000 Penalty: 2783.696777
	Iteration 59Q: 3 clusters Score -458018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -458021.250000 Penalty: 2783.696777
	Iteration 60F: 3 clusters Score -458021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -458023.156250 Penalty: 2783.696777
	Iteration 61Q: 3 clusters Score -458023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -458025.718750 Penalty: 2783.696777
	Iteration 62Q: 3 clusters Score -458025.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -458027.593750 Penalty: 2783.696777
	Iteration 63Q: 3 clusters Score -458027.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -458030.562500 Penalty: 2783.696777
	Iteration 64Q: 3 clusters Score -458030.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -458032.562500 Penalty: 2783.696777
	Iteration 65Q: 3 clusters Score -458032.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -458034.312500 Penalty: 2783.696777
	Iteration 66Q: 3 clusters Score -458034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -458035.812500 Penalty: 2783.696777
	Iteration 67Q: 3 clusters Score -458035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -458039.968750 Penalty: 2783.696777
	Iteration 68Q: 3 clusters Score -458040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -458040.968750 Penalty: 2783.696777
	Iteration 69Q: 3 clusters Score -458041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -458043.375000 Penalty: 2783.696777
	Iteration 70Q: 3 clusters Score -458043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -458046.000000 Penalty: 2783.696777
	Iteration 71Q: 3 clusters Score -458046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -458047.968750 Penalty: 2783.696777
	Iteration 72Q: 3 clusters Score -458048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -458053.593750 Penalty: 2783.696777
	Iteration 73Q: 3 clusters Score -458053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -458055.656250 Penalty: 2783.696777
	Iteration 74Q: 3 clusters Score -458055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -458057.875000 Penalty: 2783.696777
	Iteration 75Q: 3 clusters Score -458057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -458059.937500 Penalty: 2783.696777
	Iteration 76Q: 3 clusters Score -458059.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -458060.718750 Penalty: 2783.696777
	Iteration 77Q: 3 clusters Score -458060.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -458062.312500 Penalty: 2783.696777
	Iteration 78Q: 3 clusters Score -458062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -458064.562500 Penalty: 2783.696777
	Iteration 79Q: 3 clusters Score -458064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -458067.656250 Penalty: 2783.696777
	Iteration 80F: 3 clusters Score -458067.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -458071.218750 Penalty: 2783.696777
	Iteration 81Q: 3 clusters Score -458071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -458073.375000 Penalty: 2783.696777
	Iteration 82Q: 3 clusters Score -458073.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -458075.250000 Penalty: 2783.696777
	Iteration 83Q: 3 clusters Score -458075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -458076.656250 Penalty: 2783.696777
	Iteration 84Q: 3 clusters Score -458076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -458077.406250 Penalty: 2783.696777
	Iteration 85Q: 3 clusters Score -458077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -458077.406250 Penalty: 2783.696777
	Iteration 86F: 3 clusters Score -458077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Entering Unmasked Estep 
Score: -118900.640625 Penalty: 1167.379028
	Iteration 0F: 2 clusters Score -118900.6 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 618 members 
Entering Unmasked Estep 
Score: -117256.500000 Penalty: 2334.758057
	Iteration 0F: 3 clusters Score -117256.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -117565.500000 Penalty: 2334.758057
	Iteration 1F: 3 clusters Score -117565.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117663.179688 Penalty: 2334.758057
	Iteration 2F: 3 clusters Score -117663.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117720.460938 Penalty: 2334.758057
	Iteration 3Q: 3 clusters Score -117720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117750.468750 Penalty: 2334.758057
	Iteration 4Q: 3 clusters Score -117750.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -117766.710938 Penalty: 2334.758057
	Iteration 5Q: 3 clusters Score -117766.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117778.078125 Penalty: 2334.758057
	Iteration 6Q: 3 clusters Score -117778.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117784.281250 Penalty: 2334.758057
	Iteration 7Q: 3 clusters Score -117784.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117791.234375 Penalty: 2334.758057
	Iteration 8Q: 3 clusters Score -117791.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117796.656250 Penalty: 2334.758057
	Iteration 9Q: 3 clusters Score -117796.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117802.625000 Penalty: 2334.758057
	Iteration 10Q: 3 clusters Score -117802.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117806.570312 Penalty: 2334.758057
	Iteration 11Q: 3 clusters Score -117806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -117808.234375 Penalty: 2334.758057
	Iteration 12Q: 3 clusters Score -117808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -117808.679688 Penalty: 2334.758057
	Iteration 13Q: 3 clusters Score -117808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117809.109375 Penalty: 2334.758057
	Iteration 14Q: 3 clusters Score -117809.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -117809.109375 Penalty: 2334.758057
	Iteration 15F: 3 clusters Score -117809.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 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 710 members 
Entering Unmasked Estep 
Score: -121995.367188 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -121995.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -122363.875000 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122363.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122466.937500 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122466.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -122520.218750 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -122520.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -122564.609375 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122564.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -122604.570312 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122604.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -122638.101562 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122638.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122673.492188 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122673.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122697.585938 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122697.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122715.953125 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122716 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122737.804688 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122737.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122766.664062 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122766.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122783.054688 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122783.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122805.812500 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122805.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122833.968750 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122870.835938 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122870.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -122907.085938 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -122952.632812 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122952.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122984.625000 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122984.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -123010.148438 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -123010.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -123040.414062 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -123040.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -123067.875000 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -123067.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -123083.312500 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -123083.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123097.070312 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -123097.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -123102.429688 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -123102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -123105.796875 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -123105.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -123106.828125 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -123106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -123108.265625 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -123108.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -123110.632812 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -123110.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -123112.984375 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -123113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -123113.828125 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -123113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -123115.781250 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -123115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -123118.976562 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -123119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -123120.023438 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -123120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123120.406250 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -123120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123120.703125 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -123120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123120.703125 Penalty: 2356.225830
	Iteration 36F: 3 clusters Score -123120.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Entering Unmasked Estep 
Score: -1769686.625000 Penalty: 1607.091553
	Iteration 0F: 2 clusters Score -1769687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1756190.500000 Penalty: 3214.183105
	Iteration 0F: 3 clusters Score -1756190 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1761305.875000 Penalty: 3214.183105
	Iteration 1F: 3 clusters Score -1761306 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1761739.875000 Penalty: 3214.183105
	Iteration 2F: 3 clusters Score -1761740 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1762173.750000 Penalty: 3214.183105
	Iteration 3F: 3 clusters Score -1762174 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1762592.000000 Penalty: 3214.183105
	Iteration 4Q: 3 clusters Score -1762592 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1763045.250000 Penalty: 3214.183105
	Iteration 5Q: 3 clusters Score -1763045 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1763519.375000 Penalty: 3214.183105
	Iteration 6Q: 3 clusters Score -1763519 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1764086.875000 Penalty: 3214.183105
	Iteration 7Q: 3 clusters Score -1764087 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1764726.125000 Penalty: 3214.183105
	Iteration 8Q: 3 clusters Score -1764726 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1765336.500000 Penalty: 3214.183105
	Iteration 9Q: 3 clusters Score -1765336 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1765757.375000 Penalty: 3214.183105
	Iteration 10Q: 3 clusters Score -1765757 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1766056.625000 Penalty: 3214.183105
	Iteration 11Q: 3 clusters Score -1766057 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1766270.625000 Penalty: 3214.183105
	Iteration 12Q: 3 clusters Score -1766271 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1766456.750000 Penalty: 3214.183105
	Iteration 13Q: 3 clusters Score -1766457 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1766622.125000 Penalty: 3214.183105
	Iteration 14Q: 3 clusters Score -1766622 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1766754.750000 Penalty: 3214.183105
	Iteration 15Q: 3 clusters Score -1766755 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1766881.250000 Penalty: 3214.183105
	Iteration 16Q: 3 clusters Score -1766881 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1766988.375000 Penalty: 3214.183105
	Iteration 17Q: 3 clusters Score -1766988 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1767078.875000 Penalty: 3214.183105
	Iteration 18Q: 3 clusters Score -1767079 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1767157.125000 Penalty: 3214.183105
	Iteration 19Q: 3 clusters Score -1767157 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1767222.250000 Penalty: 3214.183105
	Iteration 20F: 3 clusters Score -1767222 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1767278.500000 Penalty: 3214.183105
	Iteration 21Q: 3 clusters Score -1767278 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1767333.875000 Penalty: 3214.183105
	Iteration 22Q: 3 clusters Score -1767334 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1767390.750000 Penalty: 3214.183105
	Iteration 23Q: 3 clusters Score -1767391 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1767431.750000 Penalty: 3214.183105
	Iteration 24Q: 3 clusters Score -1767432 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1767472.125000 Penalty: 3214.183105
	Iteration 25Q: 3 clusters Score -1767472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1767515.250000 Penalty: 3214.183105
	Iteration 26Q: 3 clusters Score -1767515 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1767553.000000 Penalty: 3214.183105
	Iteration 27Q: 3 clusters Score -1767553 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1767589.875000 Penalty: 3214.183105
	Iteration 28Q: 3 clusters Score -1767590 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1767626.375000 Penalty: 3214.183105
	Iteration 29Q: 3 clusters Score -1767626 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1767673.000000 Penalty: 3214.183105
	Iteration 30Q: 3 clusters Score -1767673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1767721.250000 Penalty: 3214.183105
	Iteration 31Q: 3 clusters Score -1767721 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1767773.250000 Penalty: 3214.183105
	Iteration 32Q: 3 clusters Score -1767773 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1767825.000000 Penalty: 3214.183105
	Iteration 33Q: 3 clusters Score -1767825 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1767882.625000 Penalty: 3214.183105
	Iteration 34Q: 3 clusters Score -1767883 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1767926.750000 Penalty: 3214.183105
	Iteration 35Q: 3 clusters Score -1767927 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1767986.250000 Penalty: 3214.183105
	Iteration 36Q: 3 clusters Score -1767986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1768055.125000 Penalty: 3214.183105
	Iteration 37Q: 3 clusters Score -1768055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1768116.500000 Penalty: 3214.183105
	Iteration 38Q: 3 clusters Score -1768116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1768173.000000 Penalty: 3214.183105
	Iteration 39Q: 3 clusters Score -1768173 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1768216.625000 Penalty: 3214.183105
	Iteration 40F: 3 clusters Score -1768217 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1768255.750000 Penalty: 3214.183105
	Iteration 41Q: 3 clusters Score -1768256 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1768276.750000 Penalty: 3214.183105
	Iteration 42Q: 3 clusters Score -1768277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1768290.250000 Penalty: 3214.183105
	Iteration 43Q: 3 clusters Score -1768290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1768303.875000 Penalty: 3214.183105
	Iteration 44Q: 3 clusters Score -1768304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1768310.500000 Penalty: 3214.183105
	Iteration 45Q: 3 clusters Score -1768310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1768319.125000 Penalty: 3214.183105
	Iteration 46Q: 3 clusters Score -1768319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1768322.250000 Penalty: 3214.183105
	Iteration 47Q: 3 clusters Score -1768322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1768335.625000 Penalty: 3214.183105
	Iteration 48Q: 3 clusters Score -1768336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1768334.500000 Penalty: 3214.183105
	Iteration 49Q: 3 clusters Score -1768334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1768335.625000 Penalty: 3214.183105
	Iteration 50Q: 3 clusters Score -1768336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1768342.625000 Penalty: 3214.183105
	Iteration 51Q: 3 clusters Score -1768343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1768342.000000 Penalty: 3214.183105
	Iteration 52Q: 3 clusters Score -1768342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1768346.125000 Penalty: 3214.183105
	Iteration 53Q: 3 clusters Score -1768346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1768341.500000 Penalty: 3214.183105
	Iteration 54Q: 3 clusters Score -1768342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1768343.000000 Penalty: 3214.183105
	Iteration 55Q: 3 clusters Score -1768343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1768347.250000 Penalty: 3214.183105
	Iteration 56Q: 3 clusters Score -1768347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1768344.625000 Penalty: 3214.183105
	Iteration 57Q: 3 clusters Score -1768345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1768348.875000 Penalty: 3214.183105
	Iteration 58Q: 3 clusters Score -1768349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1768348.875000 Penalty: 3214.183105
	Iteration 59Q: 3 clusters Score -1768349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1768351.375000 Penalty: 3214.183105
	Iteration 60F: 3 clusters Score -1768351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1768355.125000 Penalty: 3214.183105
	Iteration 61Q: 3 clusters Score -1768355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1768358.750000 Penalty: 3214.183105
	Iteration 62Q: 3 clusters Score -1768359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1768357.000000 Penalty: 3214.183105
	Iteration 63Q: 3 clusters Score -1768357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1768361.375000 Penalty: 3214.183105
	Iteration 64Q: 3 clusters Score -1768361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1768363.375000 Penalty: 3214.183105
	Iteration 65Q: 3 clusters Score -1768363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1768364.750000 Penalty: 3214.183105
	Iteration 66Q: 3 clusters Score -1768365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1768369.375000 Penalty: 3214.183105
	Iteration 67Q: 3 clusters Score -1768369 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1768382.750000 Penalty: 3214.183105
	Iteration 68Q: 3 clusters Score -1768383 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1768392.125000 Penalty: 3214.183105
	Iteration 69Q: 3 clusters Score -1768392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1768398.000000 Penalty: 3214.183105
	Iteration 70Q: 3 clusters Score -1768398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1768410.125000 Penalty: 3214.183105
	Iteration 71Q: 3 clusters Score -1768410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1768414.000000 Penalty: 3214.183105
	Iteration 72Q: 3 clusters Score -1768414 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1768418.875000 Penalty: 3214.183105
	Iteration 73Q: 3 clusters Score -1768419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1768421.625000 Penalty: 3214.183105
	Iteration 74Q: 3 clusters Score -1768422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1768425.375000 Penalty: 3214.183105
	Iteration 75Q: 3 clusters Score -1768425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1768431.375000 Penalty: 3214.183105
	Iteration 76Q: 3 clusters Score -1768431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1768438.500000 Penalty: 3214.183105
	Iteration 77Q: 3 clusters Score -1768438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1768435.250000 Penalty: 3214.183105
	Iteration 78Q: 3 clusters Score -1768435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1768439.500000 Penalty: 3214.183105
	Iteration 79Q: 3 clusters Score -1768440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1768448.875000 Penalty: 3214.183105
	Iteration 80F: 3 clusters Score -1768449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1768452.250000 Penalty: 3214.183105
	Iteration 81Q: 3 clusters Score -1768452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1768455.875000 Penalty: 3214.183105
	Iteration 82Q: 3 clusters Score -1768456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1768467.250000 Penalty: 3214.183105
	Iteration 83Q: 3 clusters Score -1768467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1768477.125000 Penalty: 3214.183105
	Iteration 84Q: 3 clusters Score -1768477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1768484.375000 Penalty: 3214.183105
	Iteration 85Q: 3 clusters Score -1768484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1768491.375000 Penalty: 3214.183105
	Iteration 86Q: 3 clusters Score -1768491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1768499.000000 Penalty: 3214.183105
	Iteration 87Q: 3 clusters Score -1768499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1768506.250000 Penalty: 3214.183105
	Iteration 88Q: 3 clusters Score -1768506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1768509.875000 Penalty: 3214.183105
	Iteration 89Q: 3 clusters Score -1768510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1768521.250000 Penalty: 3214.183105
	Iteration 90Q: 3 clusters Score -1768521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1768525.500000 Penalty: 3214.183105
	Iteration 91Q: 3 clusters Score -1768526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1768529.375000 Penalty: 3214.183105
	Iteration 92Q: 3 clusters Score -1768529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1768533.125000 Penalty: 3214.183105
	Iteration 93Q: 3 clusters Score -1768533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1768535.375000 Penalty: 3214.183105
	Iteration 94Q: 3 clusters Score -1768535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1768535.125000 Penalty: 3214.183105
	Iteration 95Q: 3 clusters Score -1768535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1768535.125000 Penalty: 3214.183105
	Iteration 96F: 3 clusters Score -1768535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Entering Unmasked Estep 
Score: -915732.625000 Penalty: 1494.997925
	Iteration 0F: 2 clusters Score -915732.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -908690.125000 Penalty: 2989.995850
	Iteration 0F: 3 clusters Score -908690.1 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -910928.625000 Penalty: 2989.995850
	Iteration 1F: 3 clusters Score -910928.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -911221.625000 Penalty: 2989.995850
	Iteration 2F: 3 clusters Score -911221.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -911428.687500 Penalty: 2989.995850
	Iteration 3Q: 3 clusters Score -911428.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -911607.000000 Penalty: 2989.995850
	Iteration 4Q: 3 clusters Score -911607 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -911810.750000 Penalty: 2989.995850
	Iteration 5Q: 3 clusters Score -911810.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -911999.437500 Penalty: 2989.995850
	Iteration 6Q: 3 clusters Score -911999.4 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -912210.625000 Penalty: 2989.995850
	Iteration 7Q: 3 clusters Score -912210.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -912435.875000 Penalty: 2989.995850
	Iteration 8Q: 3 clusters Score -912435.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -912682.875000 Penalty: 2989.995850
	Iteration 9Q: 3 clusters Score -912682.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -912926.187500 Penalty: 2989.995850
	Iteration 10Q: 3 clusters Score -912926.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -913214.750000 Penalty: 2989.995850
	Iteration 11Q: 3 clusters Score -913214.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -913507.312500 Penalty: 2989.995850
	Iteration 12Q: 3 clusters Score -913507.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -913750.250000 Penalty: 2989.995850
	Iteration 13Q: 3 clusters Score -913750.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -913968.875000 Penalty: 2989.995850
	Iteration 14Q: 3 clusters Score -913968.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -914130.750000 Penalty: 2989.995850
	Iteration 15Q: 3 clusters Score -914130.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -914258.875000 Penalty: 2989.995850
	Iteration 16Q: 3 clusters Score -914258.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -914345.062500 Penalty: 2989.995850
	Iteration 17Q: 3 clusters Score -914345.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -914410.875000 Penalty: 2989.995850
	Iteration 18Q: 3 clusters Score -914410.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -914451.375000 Penalty: 2989.995850
	Iteration 19Q: 3 clusters Score -914451.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -914477.812500 Penalty: 2989.995850
	Iteration 20F: 3 clusters Score -914477.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -914498.875000 Penalty: 2989.995850
	Iteration 21Q: 3 clusters Score -914498.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -914517.812500 Penalty: 2989.995850
	Iteration 22Q: 3 clusters Score -914517.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -914534.062500 Penalty: 2989.995850
	Iteration 23Q: 3 clusters Score -914534.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -914543.625000 Penalty: 2989.995850
	Iteration 24Q: 3 clusters Score -914543.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -914555.187500 Penalty: 2989.995850
	Iteration 25Q: 3 clusters Score -914555.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -914561.562500 Penalty: 2989.995850
	Iteration 26Q: 3 clusters Score -914561.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -914565.312500 Penalty: 2989.995850
	Iteration 27Q: 3 clusters Score -914565.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -914569.937500 Penalty: 2989.995850
	Iteration 28Q: 3 clusters Score -914569.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -914574.750000 Penalty: 2989.995850
	Iteration 29Q: 3 clusters Score -914574.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -914579.250000 Penalty: 2989.995850
	Iteration 30Q: 3 clusters Score -914579.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -914580.937500 Penalty: 2989.995850
	Iteration 31Q: 3 clusters Score -914580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -914584.000000 Penalty: 2989.995850
	Iteration 32Q: 3 clusters Score -914584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -914587.375000 Penalty: 2989.995850
	Iteration 33Q: 3 clusters Score -914587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -914592.750000 Penalty: 2989.995850
	Iteration 34Q: 3 clusters Score -914592.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -914596.687500 Penalty: 2989.995850
	Iteration 35Q: 3 clusters Score -914596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -914599.375000 Penalty: 2989.995850
	Iteration 36Q: 3 clusters Score -914599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -914598.812500 Penalty: 2989.995850
	Iteration 37Q: 3 clusters Score -914598.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -914600.687500 Penalty: 2989.995850
	Iteration 38Q: 3 clusters Score -914600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -914601.187500 Penalty: 2989.995850
	Iteration 39Q: 3 clusters Score -914601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -914601.937500 Penalty: 2989.995850
	Iteration 40F: 3 clusters Score -914601.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -914605.125000 Penalty: 2989.995850
	Iteration 41Q: 3 clusters Score -914605.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -914607.687500 Penalty: 2989.995850
	Iteration 42Q: 3 clusters Score -914607.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -914611.562500 Penalty: 2989.995850
	Iteration 43Q: 3 clusters Score -914611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -914613.187500 Penalty: 2989.995850
	Iteration 44Q: 3 clusters Score -914613.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -914615.625000 Penalty: 2989.995850
	Iteration 45Q: 3 clusters Score -914615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -914615.625000 Penalty: 2989.995850
	Iteration 46F: 3 clusters Score -914615.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 67487 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 18279 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 5911 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33460 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3416 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11727 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1318 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19728 members 
Mstep: Class 26 contains 9897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817248.000000 Penalty: 53018.050781
Iteration 239Q: 27 clusters Score -2.481725e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 67484 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 18287 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 5909 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33448 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 28993 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19753 members 
Mstep: Class 26 contains 9970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817246.000000 Penalty: 53018.050781
Iteration 240F: 27 clusters Score -2.481725e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 67479 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 18293 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5908 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33435 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 15 contains 28995 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 2843 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19786 members 
Mstep: Class 26 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817260.000000 Penalty: 53018.050781
Iteration 241Q: 27 clusters Score -2.481726e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 67470 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 5907 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33427 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3417 members 
Mstep: Class 15 contains 28994 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11726 members 
Mstep: Class 19 contains 2844 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19810 members 
Mstep: Class 26 contains 10103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817272.000000 Penalty: 53018.050781
Iteration 242Q: 27 clusters Score -2.481727e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 67464 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8087 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33417 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 15 contains 28989 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11725 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19822 members 
Mstep: Class 26 contains 10167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817244.000000 Penalty: 53018.050781
Iteration 243Q: 27 clusters Score -2.481724e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 67458 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5900 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33413 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3426 members 
Mstep: Class 15 contains 28984 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11724 members 
Mstep: Class 19 contains 2847 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19841 members 
Mstep: Class 26 contains 10225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817238.000000 Penalty: 53018.050781
Iteration 244Q: 27 clusters Score -2.481724e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 67454 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18315 members 
Mstep: Class 8 contains 8091 members 
Mstep: Class 9 contains 5897 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33410 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1319 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19854 members 
Mstep: Class 26 contains 10281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817272.000000 Penalty: 53018.050781
Iteration 245Q: 27 clusters Score -2.481727e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 67447 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 4686 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18317 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 5895 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33402 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11723 members 
Mstep: Class 19 contains 2851 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5245 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19864 members 
Mstep: Class 26 contains 10339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817340.000000 Penalty: 53018.050781
Iteration 246Q: 27 clusters Score -2.481734e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 67442 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 4692 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18317 members 
Mstep: Class 8 contains 8095 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33397 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 28977 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19874 members 
Mstep: Class 26 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817360.000000 Penalty: 53018.050781
Iteration 247Q: 27 clusters Score -2.481736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 67433 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 5891 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33391 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 15 contains 28971 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11722 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19881 members 
Mstep: Class 26 contains 10444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817338.000000 Penalty: 53018.050781
Iteration 248Q: 27 clusters Score -2.481734e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 67428 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 8095 members 
Mstep: Class 9 contains 5889 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33382 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11721 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1320 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19894 members 
Mstep: Class 26 contains 10488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817364.000000 Penalty: 53018.050781
Iteration 249Q: 27 clusters Score -2.481736e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 67416 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 2605 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18313 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33377 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 28961 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11721 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19904 members 
Mstep: Class 26 contains 10532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817398.000000 Penalty: 53018.050781
Iteration 250Q: 27 clusters Score -2.48174e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 67408 members 
Mstep: Class 3 contains 12936 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33375 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 15 contains 28960 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19913 members 
Mstep: Class 26 contains 10576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817394.000000 Penalty: 53018.050781
Iteration 251Q: 27 clusters Score -2.481739e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 67402 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33370 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 15 contains 28952 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11716 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19922 members 
Mstep: Class 26 contains 10615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817410.000000 Penalty: 53018.050781
Iteration 252Q: 27 clusters Score -2.481741e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 67394 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33368 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11713 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19925 members 
Mstep: Class 26 contains 10660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817438.000000 Penalty: 53018.050781
Iteration 253Q: 27 clusters Score -2.481744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 67389 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33360 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 15 contains 28947 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11710 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5246 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19929 members 
Mstep: Class 26 contains 10699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817472.000000 Penalty: 53018.050781
Iteration 254Q: 27 clusters Score -2.481747e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 67387 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 4700 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 8 contains 8105 members 
Mstep: Class 9 contains 5886 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33357 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 15 contains 28949 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11705 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5247 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19934 members 
Mstep: Class 26 contains 10737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817414.000000 Penalty: 53018.050781
Iteration 255Q: 27 clusters Score -2.481741e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 67383 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 5888 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33360 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 28948 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11698 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2450 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19938 members 
Mstep: Class 26 contains 10767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817414.000000 Penalty: 53018.050781
Iteration 256Q: 27 clusters Score -2.481741e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 67379 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 5887 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33358 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 28947 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11693 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19944 members 
Mstep: Class 26 contains 10800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817454.000000 Penalty: 53018.050781
Iteration 257Q: 27 clusters Score -2.481745e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 67375 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33357 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 28942 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19964 members 
Mstep: Class 26 contains 10831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817452.000000 Penalty: 53018.050781
Iteration 258Q: 27 clusters Score -2.481745e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 67371 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 5884 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33349 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 28941 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19977 members 
Mstep: Class 26 contains 10861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817448.000000 Penalty: 53018.050781
Iteration 259Q: 27 clusters Score -2.481745e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 67364 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8120 members 
Mstep: Class 9 contains 5882 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33345 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 28939 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11692 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19992 members 
Mstep: Class 26 contains 10895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817444.000000 Penalty: 53018.050781
Iteration 260F: 27 clusters Score -2.481744e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 67355 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8121 members 
Mstep: Class 9 contains 5879 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33340 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3448 members 
Mstep: Class 15 contains 28937 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11691 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5248 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 19997 members 
Mstep: Class 26 contains 10934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817438.000000 Penalty: 53018.050781
Iteration 261Q: 27 clusters Score -2.481744e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 67351 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 4706 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8116 members 
Mstep: Class 9 contains 5877 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33336 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3449 members 
Mstep: Class 15 contains 28934 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11690 members 
Mstep: Class 19 contains 2853 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20016 members 
Mstep: Class 26 contains 10974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817454.000000 Penalty: 53018.050781
Iteration 262Q: 27 clusters Score -2.481745e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 67351 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 4709 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5879 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33332 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3453 members 
Mstep: Class 15 contains 28929 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11689 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20031 members 
Mstep: Class 26 contains 11005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817454.000000 Penalty: 53018.050781
Iteration 263Q: 27 clusters Score -2.481745e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 67348 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 4711 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8107 members 
Mstep: Class 9 contains 5878 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33333 members 
Mstep: Class 13 contains 5729 members 
Mstep: Class 14 contains 3455 members 
Mstep: Class 15 contains 28931 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11688 members 
Mstep: Class 19 contains 2854 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20037 members 
Mstep: Class 26 contains 11029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817424.000000 Penalty: 53018.050781
Iteration 264Q: 27 clusters Score -2.481742e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 12935 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4661 members 
Mstep: Class 12 contains 33331 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 28932 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11686 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20043 members 
Mstep: Class 26 contains 11056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817476.000000 Penalty: 53018.050781
Iteration 265Q: 27 clusters Score -2.481748e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33325 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 2452 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20053 members 
Mstep: Class 26 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817450.000000 Penalty: 53018.050781
Iteration 266Q: 27 clusters Score -2.481745e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 67347 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 4714 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 8115 members 
Mstep: Class 9 contains 5876 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33318 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20058 members 
Mstep: Class 26 contains 11097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817418.000000 Penalty: 53018.050781
Iteration 267Q: 27 clusters Score -2.481742e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 4716 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 5875 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33312 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11685 members 
Mstep: Class 19 contains 2855 members 
Mstep: Class 20 contains 6682 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20066 members 
Mstep: Class 26 contains 11113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817482.000000 Penalty: 53018.050781
Iteration 268Q: 27 clusters Score -2.481748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 67347 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 4717 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 5874 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33308 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3458 members 
Mstep: Class 15 contains 28938 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11684 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20074 members 
Mstep: Class 26 contains 11131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817478.000000 Penalty: 53018.050781
Iteration 269Q: 27 clusters Score -2.481748e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 67347 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4718 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 8098 members 
Mstep: Class 9 contains 5872 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33309 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3460 members 
Mstep: Class 15 contains 28934 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11683 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20082 members 
Mstep: Class 26 contains 11148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817480.000000 Penalty: 53018.050781
Iteration 270Q: 27 clusters Score -2.481748e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 67346 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 8097 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33310 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3461 members 
Mstep: Class 15 contains 28933 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20088 members 
Mstep: Class 26 contains 11175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817488.000000 Penalty: 53018.050781
Iteration 271Q: 27 clusters Score -2.481749e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 67346 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8099 members 
Mstep: Class 9 contains 5867 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33307 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 28937 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11682 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6680 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20089 members 
Mstep: Class 26 contains 11206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817498.000000 Penalty: 53018.050781
Iteration 272Q: 27 clusters Score -2.48175e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 67345 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4719 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33304 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3458 members 
Mstep: Class 15 contains 28930 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11681 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6679 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20094 members 
Mstep: Class 26 contains 11242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817508.000000 Penalty: 53018.050781
Iteration 273Q: 27 clusters Score -2.481751e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 67339 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8100 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33307 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3459 members 
Mstep: Class 15 contains 28925 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1322 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20096 members 
Mstep: Class 26 contains 11280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817456.000000 Penalty: 53018.050781
Iteration 274Q: 27 clusters Score -2.481746e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 67339 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 8101 members 
Mstep: Class 9 contains 5866 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33304 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3462 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20104 members 
Mstep: Class 26 contains 11309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817470.000000 Penalty: 53018.050781
Iteration 275Q: 27 clusters Score -2.481747e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 67341 members 
Mstep: Class 3 contains 12895 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33302 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3465 members 
Mstep: Class 15 contains 28923 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11680 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20103 members 
Mstep: Class 26 contains 11332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817446.000000 Penalty: 53018.050781
Iteration 276Q: 27 clusters Score -2.481745e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 67332 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 2604 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8104 members 
Mstep: Class 9 contains 5865 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33303 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3468 members 
Mstep: Class 15 contains 28921 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20105 members 
Mstep: Class 26 contains 11366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817464.000000 Penalty: 53018.050781
Iteration 277Q: 27 clusters Score -2.481746e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 67328 members 
Mstep: Class 3 contains 12890 members 
Mstep: Class 4 contains 4721 members 
Mstep: Class 5 contains 2603 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33304 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 15 contains 28921 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20106 members 
Mstep: Class 26 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817450.000000 Penalty: 53018.050781
Iteration 278Q: 27 clusters Score -2.481745e+07 nChanged 75
Entering ConstructFrom: 
Score: -24817450.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (13876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Entering Unmasked Estep 
Score: -1299562.375000 Penalty: 1549.911377
	Iteration 0F: 2 clusters Score -1299562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1289873.500000 Penalty: 3099.822754
	Iteration 0F: 3 clusters Score -1289874 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1293234.625000 Penalty: 3099.822754
	Iteration 1F: 3 clusters Score -1293235 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1293509.000000 Penalty: 3099.822754
	Iteration 2F: 3 clusters Score -1293509 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1293762.125000 Penalty: 3099.822754
	Iteration 3Q: 3 clusters Score -1293762 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1294007.000000 Penalty: 3099.822754
	Iteration 4Q: 3 clusters Score -1294007 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1294320.750000 Penalty: 3099.822754
	Iteration 5Q: 3 clusters Score -1294321 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1294736.000000 Penalty: 3099.822754
	Iteration 6F: 3 clusters Score -1294736 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1295267.250000 Penalty: 3099.822754
	Iteration 7F: 3 clusters Score -1295267 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1295851.625000 Penalty: 3099.822754
	Iteration 8F: 3 clusters Score -1295852 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1296472.750000 Penalty: 3099.822754
	Iteration 9F: 3 clusters Score -1296473 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1297058.000000 Penalty: 3099.822754
	Iteration 10Q: 3 clusters Score -1297058 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1297504.250000 Penalty: 3099.822754
	Iteration 11Q: 3 clusters Score -1297504 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1297814.625000 Penalty: 3099.822754
	Iteration 12Q: 3 clusters Score -1297815 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1297994.000000 Penalty: 3099.822754
	Iteration 13Q: 3 clusters Score -1297994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1298076.750000 Penalty: 3099.822754
	Iteration 14Q: 3 clusters Score -1298077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1298128.125000 Penalty: 3099.822754
	Iteration 15Q: 3 clusters Score -1298128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1298152.625000 Penalty: 3099.822754
	Iteration 16Q: 3 clusters Score -1298153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1298163.375000 Penalty: 3099.822754
	Iteration 17Q: 3 clusters Score -1298163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1298170.125000 Penalty: 3099.822754
	Iteration 18Q: 3 clusters Score -1298170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1298175.250000 Penalty: 3099.822754
	Iteration 19Q: 3 clusters Score -1298175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1298181.625000 Penalty: 3099.822754
	Iteration 20F: 3 clusters Score -1298182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1298187.375000 Penalty: 3099.822754
	Iteration 21Q: 3 clusters Score -1298187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1298193.250000 Penalty: 3099.822754
	Iteration 22Q: 3 clusters Score -1298193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1298194.875000 Penalty: 3099.822754
	Iteration 23Q: 3 clusters Score -1298195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1298196.750000 Penalty: 3099.822754
	Iteration 24Q: 3 clusters Score -1298197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1298196.750000 Penalty: 3099.822754
	Iteration 25F: 3 clusters Score -1298197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67327 members 
Entering Unmasked Estep 
Score: -6248243.500000 Penalty: 1806.563843
	Iteration 0F: 2 clusters Score -6248244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -6203490.000000 Penalty: 3613.127686
	Iteration 0F: 3 clusters Score -6203490 nChanged 31949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -6222058.000000 Penalty: 3613.127686
	Iteration 1F: 3 clusters Score -6222058 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 36027 members 
Entering Unmasked Estep 
Score: -6222842.000000 Penalty: 3613.127686
	Iteration 2Q: 3 clusters Score -6222842 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -6223866.000000 Penalty: 3613.127686
	Iteration 3Q: 3 clusters Score -6223866 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -6225225.500000 Penalty: 3613.127686
	Iteration 4Q: 3 clusters Score -6225226 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -6227184.000000 Penalty: 3613.127686
	Iteration 5F: 3 clusters Score -6227184 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 43928 members 
Entering Unmasked Estep 
Score: -6229657.000000 Penalty: 3613.127686
	Iteration 6F: 3 clusters Score -6229657 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -6232426.500000 Penalty: 3613.127686
	Iteration 7F: 3 clusters Score -6232426 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -6234978.500000 Penalty: 3613.127686
	Iteration 8F: 3 clusters Score -6234978 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -6237326.500000 Penalty: 3613.127686
	Iteration 9F: 3 clusters Score -6237326 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 55678 members 
Entering Unmasked Estep 
Score: -6239272.000000 Penalty: 3613.127686
	Iteration 10Q: 3 clusters Score -6239272 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 57711 members 
Entering Unmasked Estep 
Score: -6240875.000000 Penalty: 3613.127686
	Iteration 11Q: 3 clusters Score -6240875 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 59365 members 
Entering Unmasked Estep 
Score: -6242104.000000 Penalty: 3613.127686
	Iteration 12Q: 3 clusters Score -6242104 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 60650 members 
Entering Unmasked Estep 
Score: -6243136.000000 Penalty: 3613.127686
	Iteration 13Q: 3 clusters Score -6243136 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -6243930.000000 Penalty: 3613.127686
	Iteration 14Q: 3 clusters Score -6243930 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 62484 members 
Entering Unmasked Estep 
Score: -6244488.500000 Penalty: 3613.127686
	Iteration 15Q: 3 clusters Score -6244488 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 63114 members 
Entering Unmasked Estep 
Score: -6244895.500000 Penalty: 3613.127686
	Iteration 16Q: 3 clusters Score -6244896 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 63612 members 
Entering Unmasked Estep 
Score: -6245226.000000 Penalty: 3613.127686
	Iteration 17Q: 3 clusters Score -6245226 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 64024 members 
Entering Unmasked Estep 
Score: -6245454.500000 Penalty: 3613.127686
	Iteration 18Q: 3 clusters Score -6245454 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 64404 members 
Entering Unmasked Estep 
Score: -6245673.500000 Penalty: 3613.127686
	Iteration 19Q: 3 clusters Score -6245674 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 64700 members 
Entering Unmasked Estep 
Score: -6245838.000000 Penalty: 3613.127686
	Iteration 20F: 3 clusters Score -6245838 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 64945 members 
Entering Unmasked Estep 
Score: -6245951.000000 Penalty: 3613.127686
	Iteration 21Q: 3 clusters Score -6245951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -6246034.000000 Penalty: 3613.127686
	Iteration 22Q: 3 clusters Score -6246034 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 65323 members 
Entering Unmasked Estep 
Score: -6246101.000000 Penalty: 3613.127686
	Iteration 23Q: 3 clusters Score -6246101 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 65474 members 
Entering Unmasked Estep 
Score: -6246156.000000 Penalty: 3613.127686
	Iteration 24Q: 3 clusters Score -6246156 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -6246212.000000 Penalty: 3613.127686
	Iteration 25Q: 3 clusters Score -6246212 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 65731 members 
Entering Unmasked Estep 
Score: -6246259.500000 Penalty: 3613.127686
	Iteration 26Q: 3 clusters Score -6246260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 65834 members 
Entering Unmasked Estep 
Score: -6246301.000000 Penalty: 3613.127686
	Iteration 27Q: 3 clusters Score -6246301 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 65906 members 
Entering Unmasked Estep 
Score: -6246327.500000 Penalty: 3613.127686
	Iteration 28Q: 3 clusters Score -6246328 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -6246358.500000 Penalty: 3613.127686
	Iteration 29Q: 3 clusters Score -6246358 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 66066 members 
Entering Unmasked Estep 
Score: -6246368.500000 Penalty: 3613.127686
	Iteration 30Q: 3 clusters Score -6246368 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -6246412.000000 Penalty: 3613.127686
	Iteration 31Q: 3 clusters Score -6246412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 66173 members 
Entering Unmasked Estep 
Score: -6246426.000000 Penalty: 3613.127686
	Iteration 32Q: 3 clusters Score -6246426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 66209 members 
Entering Unmasked Estep 
Score: -6246439.500000 Penalty: 3613.127686
	Iteration 33Q: 3 clusters Score -6246440 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 66252 members 
Entering Unmasked Estep 
Score: -6246468.000000 Penalty: 3613.127686
	Iteration 34Q: 3 clusters Score -6246468 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -6246497.000000 Penalty: 3613.127686
	Iteration 35Q: 3 clusters Score -6246497 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -6246505.500000 Penalty: 3613.127686
	Iteration 36Q: 3 clusters Score -6246506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 66352 members 
Entering Unmasked Estep 
Score: -6246536.000000 Penalty: 3613.127686
	Iteration 37Q: 3 clusters Score -6246536 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -6246555.500000 Penalty: 3613.127686
	Iteration 38Q: 3 clusters Score -6246556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 66412 members 
Entering Unmasked Estep 
Score: -6246569.500000 Penalty: 3613.127686
	Iteration 39Q: 3 clusters Score -6246570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 66440 members 
Entering Unmasked Estep 
Score: -6246583.000000 Penalty: 3613.127686
	Iteration 40F: 3 clusters Score -6246583 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 66471 members 
Entering Unmasked Estep 
Score: -6246607.500000 Penalty: 3613.127686
	Iteration 41Q: 3 clusters Score -6246608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 66505 members 
Entering Unmasked Estep 
Score: -6246614.000000 Penalty: 3613.127686
	Iteration 42Q: 3 clusters Score -6246614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 66525 members 
Entering Unmasked Estep 
Score: -6246610.500000 Penalty: 3613.127686
	Iteration 43Q: 3 clusters Score -6246610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 66540 members 
Entering Unmasked Estep 
Score: -6246621.000000 Penalty: 3613.127686
	Iteration 44Q: 3 clusters Score -6246621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -6246634.500000 Penalty: 3613.127686
	Iteration 45Q: 3 clusters Score -6246634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -6246633.500000 Penalty: 3613.127686
	Iteration 46Q: 3 clusters Score -6246634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -6246639.500000 Penalty: 3613.127686
	Iteration 47Q: 3 clusters Score -6246640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 66593 members 
Entering Unmasked Estep 
Score: -6246633.500000 Penalty: 3613.127686
	Iteration 48Q: 3 clusters Score -6246634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 66606 members 
Entering Unmasked Estep 
Score: -6246650.000000 Penalty: 3613.127686
	Iteration 49Q: 3 clusters Score -6246650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 66609 members 
Entering Unmasked Estep 
Score: -6246648.000000 Penalty: 3613.127686
	Iteration 50Q: 3 clusters Score -6246648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 66615 members 
Entering Unmasked Estep 
Score: -6246652.500000 Penalty: 3613.127686
	Iteration 51Q: 3 clusters Score -6246652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -6246655.000000 Penalty: 3613.127686
	Iteration 52Q: 3 clusters Score -6246655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 66627 members 
Entering Unmasked Estep 
Score: -6246657.000000 Penalty: 3613.127686
	Iteration 53Q: 3 clusters Score -6246657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -6246658.000000 Penalty: 3613.127686
	Iteration 54Q: 3 clusters Score -6246658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66628 members 
Entering Unmasked Estep 
Score: -6246658.000000 Penalty: 3613.127686
	Iteration 55F: 3 clusters Score -6246658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Entering Unmasked Estep 
Score: -1176980.750000 Penalty: 1537.857910
	Iteration 0F: 2 clusters Score -1176981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1167992.000000 Penalty: 3075.715820
	Iteration 0F: 3 clusters Score -1167992 nChanged 5675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1171167.125000 Penalty: 3075.715820
	Iteration 1F: 3 clusters Score -1171167 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1171628.875000 Penalty: 3075.715820
	Iteration 2F: 3 clusters Score -1171629 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -1172190.250000 Penalty: 3075.715820
	Iteration 3F: 3 clusters Score -1172190 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1172821.125000 Penalty: 3075.715820
	Iteration 4F: 3 clusters Score -1172821 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1173494.250000 Penalty: 3075.715820
	Iteration 5F: 3 clusters Score -1173494 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1174143.375000 Penalty: 3075.715820
	Iteration 6F: 3 clusters Score -1174143 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1174730.500000 Penalty: 3075.715820
	Iteration 7F: 3 clusters Score -1174730 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -1175134.875000 Penalty: 3075.715820
	Iteration 8Q: 3 clusters Score -1175135 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -1175366.250000 Penalty: 3075.715820
	Iteration 9Q: 3 clusters Score -1175366 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1175529.625000 Penalty: 3075.715820
	Iteration 10Q: 3 clusters Score -1175530 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1175614.250000 Penalty: 3075.715820
	Iteration 11Q: 3 clusters Score -1175614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1175681.875000 Penalty: 3075.715820
	Iteration 12Q: 3 clusters Score -1175682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1175732.250000 Penalty: 3075.715820
	Iteration 13Q: 3 clusters Score -1175732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -1175779.750000 Penalty: 3075.715820
	Iteration 14Q: 3 clusters Score -1175780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1175808.000000 Penalty: 3075.715820
	Iteration 15Q: 3 clusters Score -1175808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1175828.500000 Penalty: 3075.715820
	Iteration 16Q: 3 clusters Score -1175828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1175838.500000 Penalty: 3075.715820
	Iteration 17Q: 3 clusters Score -1175838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1175844.750000 Penalty: 3075.715820
	Iteration 18Q: 3 clusters Score -1175845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1175850.250000 Penalty: 3075.715820
	Iteration 19Q: 3 clusters Score -1175850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1175853.000000 Penalty: 3075.715820
	Iteration 20F: 3 clusters Score -1175853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1175857.375000 Penalty: 3075.715820
	Iteration 21Q: 3 clusters Score -1175857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1175864.125000 Penalty: 3075.715820
	Iteration 22Q: 3 clusters Score -1175864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1175877.000000 Penalty: 3075.715820
	Iteration 23Q: 3 clusters Score -1175877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1175894.125000 Penalty: 3075.715820
	Iteration 24Q: 3 clusters Score -1175894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1175906.750000 Penalty: 3075.715820
	Iteration 25Q: 3 clusters Score -1175907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1175917.875000 Penalty: 3075.715820
	Iteration 26Q: 3 clusters Score -1175918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1175931.625000 Penalty: 3075.715820
	Iteration 27Q: 3 clusters Score -1175932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1175941.125000 Penalty: 3075.715820
	Iteration 28Q: 3 clusters Score -1175941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1175948.500000 Penalty: 3075.715820
	Iteration 29Q: 3 clusters Score -1175948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1175954.750000 Penalty: 3075.715820
	Iteration 30Q: 3 clusters Score -1175955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1175958.750000 Penalty: 3075.715820
	Iteration 31Q: 3 clusters Score -1175959 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1175967.125000 Penalty: 3075.715820
	Iteration 32Q: 3 clusters Score -1175967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1175975.500000 Penalty: 3075.715820
	Iteration 33Q: 3 clusters Score -1175976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1175983.625000 Penalty: 3075.715820
	Iteration 34Q: 3 clusters Score -1175984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1175987.250000 Penalty: 3075.715820
	Iteration 35Q: 3 clusters Score -1175987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1175996.250000 Penalty: 3075.715820
	Iteration 36Q: 3 clusters Score -1175996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1176000.500000 Penalty: 3075.715820
	Iteration 37Q: 3 clusters Score -1176000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1176001.625000 Penalty: 3075.715820
	Iteration 38Q: 3 clusters Score -1176002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1176001.500000 Penalty: 3075.715820
	Iteration 39Q: 3 clusters Score -1176002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1176001.500000 Penalty: 3075.715820
	Iteration 40F: 3 clusters Score -1176002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -1176002.375000 Penalty: 3075.715820
	Iteration 41Q: 3 clusters Score -1176002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1176003.375000 Penalty: 3075.715820
	Iteration 42Q: 3 clusters Score -1176003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1176003.750000 Penalty: 3075.715820
	Iteration 43Q: 3 clusters Score -1176004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1176006.750000 Penalty: 3075.715820
	Iteration 44Q: 3 clusters Score -1176007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1176006.750000 Penalty: 3075.715820
	Iteration 45Q: 3 clusters Score -1176007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1176007.375000 Penalty: 3075.715820
	Iteration 46Q: 3 clusters Score -1176007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -1176007.375000 Penalty: 3075.715820
	Iteration 47F: 3 clusters Score -1176007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -381310.718750 Penalty: 1374.816772
	Iteration 0F: 2 clusters Score -381310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -377606.281250 Penalty: 2749.633545
	Iteration 0F: 3 clusters Score -377606.3 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -379200.531250 Penalty: 2749.633545
	Iteration 1F: 3 clusters Score -379200.5 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -379761.406250 Penalty: 2749.633545
	Iteration 2F: 3 clusters Score -379761.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -380136.562500 Penalty: 2749.633545
	Iteration 3F: 3 clusters Score -380136.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -380368.156250 Penalty: 2749.633545
	Iteration 4F: 3 clusters Score -380368.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -380500.593750 Penalty: 2749.633545
	Iteration 5Q: 3 clusters Score -380500.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -380583.156250 Penalty: 2749.633545
	Iteration 6Q: 3 clusters Score -380583.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -380643.562500 Penalty: 2749.633545
	Iteration 7Q: 3 clusters Score -380643.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -380690.906250 Penalty: 2749.633545
	Iteration 8Q: 3 clusters Score -380690.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -380737.250000 Penalty: 2749.633545
	Iteration 9Q: 3 clusters Score -380737.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -380776.750000 Penalty: 2749.633545
	Iteration 10Q: 3 clusters Score -380776.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -380812.687500 Penalty: 2749.633545
	Iteration 11Q: 3 clusters Score -380812.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -380859.875000 Penalty: 2749.633545
	Iteration 12Q: 3 clusters Score -380859.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -380908.593750 Penalty: 2749.633545
	Iteration 13Q: 3 clusters Score -380908.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -380942.375000 Penalty: 2749.633545
	Iteration 14Q: 3 clusters Score -380942.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -380964.468750 Penalty: 2749.633545
	Iteration 15Q: 3 clusters Score -380964.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -380977.468750 Penalty: 2749.633545
	Iteration 16Q: 3 clusters Score -380977.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -380986.343750 Penalty: 2749.633545
	Iteration 17Q: 3 clusters Score -380986.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -380996.562500 Penalty: 2749.633545
	Iteration 18Q: 3 clusters Score -380996.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -381003.187500 Penalty: 2749.633545
	Iteration 19Q: 3 clusters Score -381003.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -381010.250000 Penalty: 2749.633545
	Iteration 20F: 3 clusters Score -381010.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -381018.656250 Penalty: 2749.633545
	Iteration 21Q: 3 clusters Score -381018.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -381027.906250 Penalty: 2749.633545
	Iteration 22Q: 3 clusters Score -381027.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -381040.906250 Penalty: 2749.633545
	Iteration 23Q: 3 clusters Score -381040.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -381054.906250 Penalty: 2749.633545
	Iteration 24Q: 3 clusters Score -381054.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -381065.437500 Penalty: 2749.633545
	Iteration 25Q: 3 clusters Score -381065.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -381074.437500 Penalty: 2749.633545
	Iteration 26Q: 3 clusters Score -381074.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -381080.562500 Penalty: 2749.633545
	Iteration 27Q: 3 clusters Score -381080.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -381092.343750 Penalty: 2749.633545
	Iteration 28Q: 3 clusters Score -381092.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -381102.000000 Penalty: 2749.633545
	Iteration 29Q: 3 clusters Score -381102 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -381112.281250 Penalty: 2749.633545
	Iteration 30Q: 3 clusters Score -381112.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -381122.281250 Penalty: 2749.633545
	Iteration 31Q: 3 clusters Score -381122.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -381136.343750 Penalty: 2749.633545
	Iteration 32Q: 3 clusters Score -381136.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -381145.718750 Penalty: 2749.633545
	Iteration 33Q: 3 clusters Score -381145.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -381155.062500 Penalty: 2749.633545
	Iteration 34Q: 3 clusters Score -381155.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -381166.718750 Penalty: 2749.633545
	Iteration 35Q: 3 clusters Score -381166.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -381175.687500 Penalty: 2749.633545
	Iteration 36Q: 3 clusters Score -381175.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -381179.843750 Penalty: 2749.633545
	Iteration 37Q: 3 clusters Score -381179.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -381184.187500 Penalty: 2749.633545
	Iteration 38Q: 3 clusters Score -381184.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -381188.937500 Penalty: 2749.633545
	Iteration 39Q: 3 clusters Score -381188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -381191.500000 Penalty: 2749.633545
	Iteration 40F: 3 clusters Score -381191.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -381195.656250 Penalty: 2749.633545
	Iteration 41Q: 3 clusters Score -381195.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -381198.656250 Penalty: 2749.633545
	Iteration 42Q: 3 clusters Score -381198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -381202.062500 Penalty: 2749.633545
	Iteration 43Q: 3 clusters Score -381202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -381204.187500 Penalty: 2749.633545
	Iteration 44Q: 3 clusters Score -381204.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -381210.093750 Penalty: 2749.633545
	Iteration 45Q: 3 clusters Score -381210.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -381214.125000 Penalty: 2749.633545
	Iteration 46Q: 3 clusters Score -381214.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -381220.062500 Penalty: 2749.633545
	Iteration 47Q: 3 clusters Score -381220.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -381227.406250 Penalty: 2749.633545
	Iteration 48Q: 3 clusters Score -381227.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -381236.000000 Penalty: 2749.633545
	Iteration 49Q: 3 clusters Score -381236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -381247.312500 Penalty: 2749.633545
	Iteration 50Q: 3 clusters Score -381247.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -381260.031250 Penalty: 2749.633545
	Iteration 51Q: 3 clusters Score -381260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -381268.125000 Penalty: 2749.633545
	Iteration 52Q: 3 clusters Score -381268.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -381276.406250 Penalty: 2749.633545
	Iteration 53Q: 3 clusters Score -381276.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -381282.500000 Penalty: 2749.633545
	Iteration 54Q: 3 clusters Score -381282.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -381288.531250 Penalty: 2749.633545
	Iteration 55Q: 3 clusters Score -381288.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -381293.593750 Penalty: 2749.633545
	Iteration 56Q: 3 clusters Score -381293.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -381296.812500 Penalty: 2749.633545
	Iteration 57Q: 3 clusters Score -381296.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -381302.812500 Penalty: 2749.633545
	Iteration 58Q: 3 clusters Score -381302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -381307.062500 Penalty: 2749.633545
	Iteration 59Q: 3 clusters Score -381307.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -381309.718750 Penalty: 2749.633545
	Iteration 60F: 3 clusters Score -381309.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -381315.031250 Penalty: 2749.633545
	Iteration 61Q: 3 clusters Score -381315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -381320.781250 Penalty: 2749.633545
	Iteration 62Q: 3 clusters Score -381320.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -381325.093750 Penalty: 2749.633545
	Iteration 63Q: 3 clusters Score -381325.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -381330.375000 Penalty: 2749.633545
	Iteration 64Q: 3 clusters Score -381330.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -381336.125000 Penalty: 2749.633545
	Iteration 65Q: 3 clusters Score -381336.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -381340.500000 Penalty: 2749.633545
	Iteration 66Q: 3 clusters Score -381340.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -381341.000000 Penalty: 2749.633545
	Iteration 67Q: 3 clusters Score -381341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -381341.687500 Penalty: 2749.633545
	Iteration 68Q: 3 clusters Score -381341.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -381342.281250 Penalty: 2749.633545
	Iteration 69Q: 3 clusters Score -381342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -381343.437500 Penalty: 2749.633545
	Iteration 70Q: 3 clusters Score -381343.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -381344.875000 Penalty: 2749.633545
	Iteration 71Q: 3 clusters Score -381344.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -381348.093750 Penalty: 2749.633545
	Iteration 72Q: 3 clusters Score -381348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -381349.968750 Penalty: 2749.633545
	Iteration 73Q: 3 clusters Score -381350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -381350.187500 Penalty: 2749.633545
	Iteration 74Q: 3 clusters Score -381350.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -381352.750000 Penalty: 2749.633545
	Iteration 75Q: 3 clusters Score -381352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -381354.093750 Penalty: 2749.633545
	Iteration 76Q: 3 clusters Score -381354.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -381355.187500 Penalty: 2749.633545
	Iteration 77Q: 3 clusters Score -381355.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -381357.093750 Penalty: 2749.633545
	Iteration 78Q: 3 clusters Score -381357.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -381361.031250 Penalty: 2749.633545
	Iteration 79Q: 3 clusters Score -381361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -381367.937500 Penalty: 2749.633545
	Iteration 80F: 3 clusters Score -381367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -381371.906250 Penalty: 2749.633545
	Iteration 81Q: 3 clusters Score -381371.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -381378.218750 Penalty: 2749.633545
	Iteration 82Q: 3 clusters Score -381378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -381384.687500 Penalty: 2749.633545
	Iteration 83Q: 3 clusters Score -381384.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -381390.093750 Penalty: 2749.633545
	Iteration 84Q: 3 clusters Score -381390.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -381404.000000 Penalty: 2749.633545
	Iteration 85Q: 3 clusters Score -381404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -381422.062500 Penalty: 2749.633545
	Iteration 86Q: 3 clusters Score -381422.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -381433.375000 Penalty: 2749.633545
	Iteration 87Q: 3 clusters Score -381433.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -381443.937500 Penalty: 2749.633545
	Iteration 88Q: 3 clusters Score -381443.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -381457.218750 Penalty: 2749.633545
	Iteration 89Q: 3 clusters Score -381457.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -381471.625000 Penalty: 2749.633545
	Iteration 90Q: 3 clusters Score -381471.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -381489.187500 Penalty: 2749.633545
	Iteration 91Q: 3 clusters Score -381489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -381505.187500 Penalty: 2749.633545
	Iteration 92Q: 3 clusters Score -381505.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -381513.593750 Penalty: 2749.633545
	Iteration 93Q: 3 clusters Score -381513.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -381515.593750 Penalty: 2749.633545
	Iteration 94Q: 3 clusters Score -381515.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -381515.656250 Penalty: 2749.633545
	Iteration 95Q: 3 clusters Score -381515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -381515.656250 Penalty: 2749.633545
	Iteration 96F: 3 clusters Score -381515.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33305 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 28916 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20107 members 
Mstep: Class 26 contains 11442 members 
Mstep: Class 27 contains 3985 members 
Entering Unmasked Estep 
Score: -24817010.000000 Penalty: 55057.207031
Splitting cluster 4 changes total score from -24817450.000000 to -24817010.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -234715.812500 Penalty: 1277.843384
	Iteration 0F: 2 clusters Score -234715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -232301.375000 Penalty: 2555.686768
	Iteration 0F: 3 clusters Score -232301.4 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -232928.343750 Penalty: 2555.686768
	Iteration 1F: 3 clusters Score -232928.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233063.265625 Penalty: 2555.686768
	Iteration 2F: 3 clusters Score -233063.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233153.687500 Penalty: 2555.686768
	Iteration 3Q: 3 clusters Score -233153.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -233211.406250 Penalty: 2555.686768
	Iteration 4Q: 3 clusters Score -233211.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233258.609375 Penalty: 2555.686768
	Iteration 5Q: 3 clusters Score -233258.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -233296.843750 Penalty: 2555.686768
	Iteration 6Q: 3 clusters Score -233296.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -233332.984375 Penalty: 2555.686768
	Iteration 7Q: 3 clusters Score -233333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233352.531250 Penalty: 2555.686768
	Iteration 8Q: 3 clusters Score -233352.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -233374.265625 Penalty: 2555.686768
	Iteration 9Q: 3 clusters Score -233374.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -233392.140625 Penalty: 2555.686768
	Iteration 10Q: 3 clusters Score -233392.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -233403.687500 Penalty: 2555.686768
	Iteration 11Q: 3 clusters Score -233403.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -233412.671875 Penalty: 2555.686768
	Iteration 12Q: 3 clusters Score -233412.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -233416.437500 Penalty: 2555.686768
	Iteration 13Q: 3 clusters Score -233416.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -233421.015625 Penalty: 2555.686768
	Iteration 14Q: 3 clusters Score -233421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -233424.703125 Penalty: 2555.686768
	Iteration 15Q: 3 clusters Score -233424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -233427.859375 Penalty: 2555.686768
	Iteration 16Q: 3 clusters Score -233427.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -233432.750000 Penalty: 2555.686768
	Iteration 17Q: 3 clusters Score -233432.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -233434.453125 Penalty: 2555.686768
	Iteration 18Q: 3 clusters Score -233434.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -233434.703125 Penalty: 2555.686768
	Iteration 19Q: 3 clusters Score -233434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -233434.703125 Penalty: 2555.686768
	Iteration 20F: 3 clusters Score -233434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -127357.343750 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -127357.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -125594.914062 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -125594.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -125947.203125 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -125947.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -126037.171875 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -126037.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126083.656250 Penalty: 2380.887451
	Iteration 3Q: 3 clusters Score -126083.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -126119.679688 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -126119.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -126161.804688 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -126161.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -126193.312500 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -126193.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126223.562500 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -126223.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126247.976562 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -126248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -126263.484375 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -126263.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -126270.421875 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -126270.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -126276.921875 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -126276.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -126282.593750 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -126282.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -126285.593750 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -126285.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -126289.179688 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -126289.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -126292.835938 Penalty: 2380.887451
	Iteration 15Q: 3 clusters Score -126292.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -126301.007812 Penalty: 2380.887451
	Iteration 16Q: 3 clusters Score -126301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126307.320312 Penalty: 2380.887451
	Iteration 17Q: 3 clusters Score -126307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -126309.687500 Penalty: 2380.887451
	Iteration 18Q: 3 clusters Score -126309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126315.546875 Penalty: 2380.887451
	Iteration 19Q: 3 clusters Score -126315.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126320.664062 Penalty: 2380.887451
	Iteration 20F: 3 clusters Score -126320.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126326.804688 Penalty: 2380.887451
	Iteration 21Q: 3 clusters Score -126326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -126328.859375 Penalty: 2380.887451
	Iteration 22Q: 3 clusters Score -126328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126329.070312 Penalty: 2380.887451
	Iteration 23Q: 3 clusters Score -126329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -126329.070312 Penalty: 2380.887451
	Iteration 24F: 3 clusters Score -126329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Entering Unmasked Estep 
Score: -1657838.625000 Penalty: 1594.943726
	Iteration 0F: 2 clusters Score -1657839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1645234.125000 Penalty: 3189.887451
	Iteration 0F: 3 clusters Score -1645234 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1650019.125000 Penalty: 3189.887451
	Iteration 1F: 3 clusters Score -1650019 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1650566.625000 Penalty: 3189.887451
	Iteration 2F: 3 clusters Score -1650567 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1651150.500000 Penalty: 3189.887451
	Iteration 3F: 3 clusters Score -1651150 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1651850.875000 Penalty: 3189.887451
	Iteration 4F: 3 clusters Score -1651851 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1652708.500000 Penalty: 3189.887451
	Iteration 5F: 3 clusters Score -1652708 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1653638.625000 Penalty: 3189.887451
	Iteration 6F: 3 clusters Score -1653639 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1654580.625000 Penalty: 3189.887451
	Iteration 7F: 3 clusters Score -1654581 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1655265.375000 Penalty: 3189.887451
	Iteration 8Q: 3 clusters Score -1655265 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1655666.375000 Penalty: 3189.887451
	Iteration 9Q: 3 clusters Score -1655666 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1655864.750000 Penalty: 3189.887451
	Iteration 10Q: 3 clusters Score -1655865 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1655978.250000 Penalty: 3189.887451
	Iteration 11Q: 3 clusters Score -1655978 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1656058.500000 Penalty: 3189.887451
	Iteration 12Q: 3 clusters Score -1656058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1656108.750000 Penalty: 3189.887451
	Iteration 13Q: 3 clusters Score -1656109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1656152.375000 Penalty: 3189.887451
	Iteration 14Q: 3 clusters Score -1656152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1656184.250000 Penalty: 3189.887451
	Iteration 15Q: 3 clusters Score -1656184 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1656212.500000 Penalty: 3189.887451
	Iteration 16Q: 3 clusters Score -1656212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1656233.125000 Penalty: 3189.887451
	Iteration 17Q: 3 clusters Score -1656233 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1656256.625000 Penalty: 3189.887451
	Iteration 18Q: 3 clusters Score -1656257 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1656275.750000 Penalty: 3189.887451
	Iteration 19Q: 3 clusters Score -1656276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1656292.500000 Penalty: 3189.887451
	Iteration 20F: 3 clusters Score -1656292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1656305.375000 Penalty: 3189.887451
	Iteration 21Q: 3 clusters Score -1656305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1656309.500000 Penalty: 3189.887451
	Iteration 22Q: 3 clusters Score -1656310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1656317.625000 Penalty: 3189.887451
	Iteration 23Q: 3 clusters Score -1656318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1656327.625000 Penalty: 3189.887451
	Iteration 24Q: 3 clusters Score -1656328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1656330.500000 Penalty: 3189.887451
	Iteration 25Q: 3 clusters Score -1656330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1656335.625000 Penalty: 3189.887451
	Iteration 26Q: 3 clusters Score -1656336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1656349.625000 Penalty: 3189.887451
	Iteration 27Q: 3 clusters Score -1656350 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1656355.125000 Penalty: 3189.887451
	Iteration 28Q: 3 clusters Score -1656355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1656361.625000 Penalty: 3189.887451
	Iteration 29Q: 3 clusters Score -1656362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1656368.500000 Penalty: 3189.887451
	Iteration 30Q: 3 clusters Score -1656368 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1656377.625000 Penalty: 3189.887451
	Iteration 31Q: 3 clusters Score -1656378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1656382.000000 Penalty: 3189.887451
	Iteration 32Q: 3 clusters Score -1656382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1656385.000000 Penalty: 3189.887451
	Iteration 33Q: 3 clusters Score -1656385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1656391.750000 Penalty: 3189.887451
	Iteration 34Q: 3 clusters Score -1656392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1656404.375000 Penalty: 3189.887451
	Iteration 35Q: 3 clusters Score -1656404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1656411.375000 Penalty: 3189.887451
	Iteration 36Q: 3 clusters Score -1656411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1656412.750000 Penalty: 3189.887451
	Iteration 37Q: 3 clusters Score -1656413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1656411.875000 Penalty: 3189.887451
	Iteration 38Q: 3 clusters Score -1656412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1656416.625000 Penalty: 3189.887451
	Iteration 39Q: 3 clusters Score -1656417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1656421.125000 Penalty: 3189.887451
	Iteration 40F: 3 clusters Score -1656421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1656422.125000 Penalty: 3189.887451
	Iteration 41Q: 3 clusters Score -1656422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1656424.875000 Penalty: 3189.887451
	Iteration 42Q: 3 clusters Score -1656425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1656431.000000 Penalty: 3189.887451
	Iteration 43Q: 3 clusters Score -1656431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1656433.000000 Penalty: 3189.887451
	Iteration 44Q: 3 clusters Score -1656433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1656436.625000 Penalty: 3189.887451
	Iteration 45Q: 3 clusters Score -1656437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1656441.000000 Penalty: 3189.887451
	Iteration 46Q: 3 clusters Score -1656441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1656441.750000 Penalty: 3189.887451
	Iteration 47Q: 3 clusters Score -1656442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1656444.125000 Penalty: 3189.887451
	Iteration 48Q: 3 clusters Score -1656444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1656442.000000 Penalty: 3189.887451
	Iteration 49Q: 3 clusters Score -1656442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1656443.875000 Penalty: 3189.887451
	Iteration 50Q: 3 clusters Score -1656444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1656447.625000 Penalty: 3189.887451
	Iteration 51Q: 3 clusters Score -1656448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1656448.750000 Penalty: 3189.887451
	Iteration 52Q: 3 clusters Score -1656449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1656447.625000 Penalty: 3189.887451
	Iteration 53Q: 3 clusters Score -1656448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1656448.625000 Penalty: 3189.887451
	Iteration 54Q: 3 clusters Score -1656449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1656449.625000 Penalty: 3189.887451
	Iteration 55Q: 3 clusters Score -1656450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1656449.375000 Penalty: 3189.887451
	Iteration 56Q: 3 clusters Score -1656449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1656448.250000 Penalty: 3189.887451
	Iteration 57Q: 3 clusters Score -1656448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1656448.250000 Penalty: 3189.887451
	Iteration 58F: 3 clusters Score -1656448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Entering Unmasked Estep 
Score: -719502.437500 Penalty: 1462.618530
	Iteration 0F: 2 clusters Score -719502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -713556.312500 Penalty: 2925.237061
	Iteration 0F: 3 clusters Score -713556.3 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -715403.812500 Penalty: 2925.237061
	Iteration 1F: 3 clusters Score -715403.8 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -715667.375000 Penalty: 2925.237061
	Iteration 2F: 3 clusters Score -715667.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -715896.562500 Penalty: 2925.237061
	Iteration 3F: 3 clusters Score -715896.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -716127.875000 Penalty: 2925.237061
	Iteration 4F: 3 clusters Score -716127.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -716389.812500 Penalty: 2925.237061
	Iteration 5F: 3 clusters Score -716389.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -716723.375000 Penalty: 2925.237061
	Iteration 6F: 3 clusters Score -716723.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -717110.875000 Penalty: 2925.237061
	Iteration 7F: 3 clusters Score -717110.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -717609.062500 Penalty: 2925.237061
	Iteration 8F: 3 clusters Score -717609.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -718074.125000 Penalty: 2925.237061
	Iteration 9F: 3 clusters Score -718074.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -718410.375000 Penalty: 2925.237061
	Iteration 10Q: 3 clusters Score -718410.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -718585.312500 Penalty: 2925.237061
	Iteration 11Q: 3 clusters Score -718585.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -718682.250000 Penalty: 2925.237061
	Iteration 12Q: 3 clusters Score -718682.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -718726.187500 Penalty: 2925.237061
	Iteration 13Q: 3 clusters Score -718726.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -718747.250000 Penalty: 2925.237061
	Iteration 14Q: 3 clusters Score -718747.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -718763.312500 Penalty: 2925.237061
	Iteration 15Q: 3 clusters Score -718763.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -718771.562500 Penalty: 2925.237061
	Iteration 16Q: 3 clusters Score -718771.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -718779.937500 Penalty: 2925.237061
	Iteration 17Q: 3 clusters Score -718779.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -718788.312500 Penalty: 2925.237061
	Iteration 18Q: 3 clusters Score -718788.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -718790.250000 Penalty: 2925.237061
	Iteration 19Q: 3 clusters Score -718790.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -718794.125000 Penalty: 2925.237061
	Iteration 20F: 3 clusters Score -718794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -718794.500000 Penalty: 2925.237061
	Iteration 21Q: 3 clusters Score -718794.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -718794.937500 Penalty: 2925.237061
	Iteration 22Q: 3 clusters Score -718794.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -718797.125000 Penalty: 2925.237061
	Iteration 23Q: 3 clusters Score -718797.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -718797.062500 Penalty: 2925.237061
	Iteration 24Q: 3 clusters Score -718797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -718797.562500 Penalty: 2925.237061
	Iteration 25Q: 3 clusters Score -718797.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -718798.250000 Penalty: 2925.237061
	Iteration 26Q: 3 clusters Score -718798.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -718799.000000 Penalty: 2925.237061
	Iteration 27Q: 3 clusters Score -718799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -718799.312500 Penalty: 2925.237061
	Iteration 28Q: 3 clusters Score -718799.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -718800.812500 Penalty: 2925.237061
	Iteration 29Q: 3 clusters Score -718800.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -718801.875000 Penalty: 2925.237061
	Iteration 30Q: 3 clusters Score -718801.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -718803.187500 Penalty: 2925.237061
	Iteration 31Q: 3 clusters Score -718803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -718803.187500 Penalty: 2925.237061
	Iteration 32Q: 3 clusters Score -718803.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -718805.125000 Penalty: 2925.237061
	Iteration 33Q: 3 clusters Score -718805.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -718805.625000 Penalty: 2925.237061
	Iteration 34Q: 3 clusters Score -718805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -718803.937500 Penalty: 2925.237061
	Iteration 35Q: 3 clusters Score -718803.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -718805.312500 Penalty: 2925.237061
	Iteration 36Q: 3 clusters Score -718805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -718806.125000 Penalty: 2925.237061
	Iteration 37Q: 3 clusters Score -718806.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -718806.125000 Penalty: 2925.237061
	Iteration 38F: 3 clusters Score -718806.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Entering Unmasked Estep 
Score: -519280.312500 Penalty: 1409.945435
	Iteration 0F: 2 clusters Score -519280.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -514716.437500 Penalty: 2819.890869
	Iteration 0F: 3 clusters Score -514716.4 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -516198.031250 Penalty: 2819.890869
	Iteration 1F: 3 clusters Score -516198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -516509.312500 Penalty: 2819.890869
	Iteration 2F: 3 clusters Score -516509.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -516729.031250 Penalty: 2819.890869
	Iteration 3F: 3 clusters Score -516729 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -516873.906250 Penalty: 2819.890869
	Iteration 4F: 3 clusters Score -516873.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -516983.437500 Penalty: 2819.890869
	Iteration 5Q: 3 clusters Score -516983.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -517082.468750 Penalty: 2819.890869
	Iteration 6Q: 3 clusters Score -517082.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -517153.656250 Penalty: 2819.890869
	Iteration 7Q: 3 clusters Score -517153.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -517218.875000 Penalty: 2819.890869
	Iteration 8Q: 3 clusters Score -517218.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -517277.750000 Penalty: 2819.890869
	Iteration 9Q: 3 clusters Score -517277.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -517342.062500 Penalty: 2819.890869
	Iteration 10Q: 3 clusters Score -517342.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -517399.062500 Penalty: 2819.890869
	Iteration 11Q: 3 clusters Score -517399.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -517470.281250 Penalty: 2819.890869
	Iteration 12Q: 3 clusters Score -517470.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -517546.750000 Penalty: 2819.890869
	Iteration 13Q: 3 clusters Score -517546.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -517622.500000 Penalty: 2819.890869
	Iteration 14Q: 3 clusters Score -517622.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -517704.281250 Penalty: 2819.890869
	Iteration 15Q: 3 clusters Score -517704.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -517809.312500 Penalty: 2819.890869
	Iteration 16Q: 3 clusters Score -517809.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -517916.250000 Penalty: 2819.890869
	Iteration 17Q: 3 clusters Score -517916.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -518066.656250 Penalty: 2819.890869
	Iteration 18Q: 3 clusters Score -518066.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -518214.781250 Penalty: 2819.890869
	Iteration 19Q: 3 clusters Score -518214.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -518322.062500 Penalty: 2819.890869
	Iteration 20F: 3 clusters Score -518322.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -518403.062500 Penalty: 2819.890869
	Iteration 21Q: 3 clusters Score -518403.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -518465.406250 Penalty: 2819.890869
	Iteration 22Q: 3 clusters Score -518465.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -518504.125000 Penalty: 2819.890869
	Iteration 23Q: 3 clusters Score -518504.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -518531.625000 Penalty: 2819.890869
	Iteration 24Q: 3 clusters Score -518531.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -518551.781250 Penalty: 2819.890869
	Iteration 25Q: 3 clusters Score -518551.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -518573.218750 Penalty: 2819.890869
	Iteration 26Q: 3 clusters Score -518573.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -518588.937500 Penalty: 2819.890869
	Iteration 27Q: 3 clusters Score -518588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -518598.468750 Penalty: 2819.890869
	Iteration 28Q: 3 clusters Score -518598.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -518606.187500 Penalty: 2819.890869
	Iteration 29Q: 3 clusters Score -518606.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -518611.812500 Penalty: 2819.890869
	Iteration 30Q: 3 clusters Score -518611.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -518617.937500 Penalty: 2819.890869
	Iteration 31Q: 3 clusters Score -518617.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -518622.093750 Penalty: 2819.890869
	Iteration 32Q: 3 clusters Score -518622.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -518630.375000 Penalty: 2819.890869
	Iteration 33Q: 3 clusters Score -518630.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -518636.531250 Penalty: 2819.890869
	Iteration 34Q: 3 clusters Score -518636.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -518642.812500 Penalty: 2819.890869
	Iteration 35Q: 3 clusters Score -518642.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -518651.375000 Penalty: 2819.890869
	Iteration 36Q: 3 clusters Score -518651.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -518656.656250 Penalty: 2819.890869
	Iteration 37Q: 3 clusters Score -518656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -518661.218750 Penalty: 2819.890869
	Iteration 38Q: 3 clusters Score -518661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -518664.312500 Penalty: 2819.890869
	Iteration 39Q: 3 clusters Score -518664.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -518670.187500 Penalty: 2819.890869
	Iteration 40F: 3 clusters Score -518670.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -518676.500000 Penalty: 2819.890869
	Iteration 41Q: 3 clusters Score -518676.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -518679.093750 Penalty: 2819.890869
	Iteration 42Q: 3 clusters Score -518679.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -518681.312500 Penalty: 2819.890869
	Iteration 43Q: 3 clusters Score -518681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -518684.750000 Penalty: 2819.890869
	Iteration 44Q: 3 clusters Score -518684.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -518686.843750 Penalty: 2819.890869
	Iteration 45Q: 3 clusters Score -518686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -518690.625000 Penalty: 2819.890869
	Iteration 46Q: 3 clusters Score -518690.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -518692.187500 Penalty: 2819.890869
	Iteration 47Q: 3 clusters Score -518692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -518692.437500 Penalty: 2819.890869
	Iteration 48Q: 3 clusters Score -518692.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -518692.718750 Penalty: 2819.890869
	Iteration 49Q: 3 clusters Score -518692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -518693.437500 Penalty: 2819.890869
	Iteration 50Q: 3 clusters Score -518693.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -518695.781250 Penalty: 2819.890869
	Iteration 51Q: 3 clusters Score -518695.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -518701.406250 Penalty: 2819.890869
	Iteration 52Q: 3 clusters Score -518701.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -518703.406250 Penalty: 2819.890869
	Iteration 53Q: 3 clusters Score -518703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -518702.875000 Penalty: 2819.890869
	Iteration 54Q: 3 clusters Score -518702.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -518703.937500 Penalty: 2819.890869
	Iteration 55Q: 3 clusters Score -518703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -518703.937500 Penalty: 2819.890869
	Iteration 56F: 3 clusters Score -518703.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -322686.937500 Penalty: 1329.028809
	Iteration 0F: 2 clusters Score -322686.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -319647.843750 Penalty: 2658.057617
	Iteration 0F: 3 clusters Score -319647.8 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -320465.812500 Penalty: 2658.057617
	Iteration 1F: 3 clusters Score -320465.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -320796.375000 Penalty: 2658.057617
	Iteration 2F: 3 clusters Score -320796.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -321170.125000 Penalty: 2658.057617
	Iteration 3F: 3 clusters Score -321170.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -321504.500000 Penalty: 2658.057617
	Iteration 4F: 3 clusters Score -321504.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -321806.187500 Penalty: 2658.057617
	Iteration 5F: 3 clusters Score -321806.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -322054.687500 Penalty: 2658.057617
	Iteration 6F: 3 clusters Score -322054.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -322217.093750 Penalty: 2658.057617
	Iteration 7Q: 3 clusters Score -322217.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -322297.906250 Penalty: 2658.057617
	Iteration 8Q: 3 clusters Score -322297.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -322332.125000 Penalty: 2658.057617
	Iteration 9Q: 3 clusters Score -322332.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -322349.312500 Penalty: 2658.057617
	Iteration 10Q: 3 clusters Score -322349.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -322357.375000 Penalty: 2658.057617
	Iteration 11Q: 3 clusters Score -322357.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -322362.062500 Penalty: 2658.057617
	Iteration 12Q: 3 clusters Score -322362.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -322367.437500 Penalty: 2658.057617
	Iteration 13Q: 3 clusters Score -322367.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -322374.250000 Penalty: 2658.057617
	Iteration 14Q: 3 clusters Score -322374.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -322379.656250 Penalty: 2658.057617
	Iteration 15Q: 3 clusters Score -322379.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -322383.375000 Penalty: 2658.057617
	Iteration 16Q: 3 clusters Score -322383.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -322384.937500 Penalty: 2658.057617
	Iteration 17Q: 3 clusters Score -322384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -322385.031250 Penalty: 2658.057617
	Iteration 18Q: 3 clusters Score -322385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -322385.031250 Penalty: 2658.057617
	Iteration 19F: 3 clusters Score -322385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -430685.625000 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -430685.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -426876.750000 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -426876.8 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -427935.781250 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -427935.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -428105.281250 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -428105.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -428206.968750 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -428207 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -428271.125000 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -428271.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -428314.593750 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -428314.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -428344.968750 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -428345 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -428374.750000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -428374.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -428390.343750 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -428390.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -428404.343750 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -428404.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -428416.968750 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -428417 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -428426.156250 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -428426.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -428438.187500 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -428438.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -428449.500000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -428449.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -428466.312500 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -428466.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -428480.562500 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -428480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -428493.187500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -428493.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -428506.437500 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -428506.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -428521.593750 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -428521.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -428532.812500 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -428532.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -428547.406250 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -428547.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -428562.750000 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -428562.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -428575.156250 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -428575.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -428589.468750 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -428589.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -428602.968750 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -428603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -428617.906250 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -428617.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -428637.218750 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -428637.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -428661.250000 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -428661.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -428691.968750 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -428692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -428723.218750 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -428723.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -428756.343750 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -428756.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -428796.500000 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -428796.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -428834.812500 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -428834.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -428870.750000 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -428870.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -428902.156250 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -428902.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -428937.562500 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -428937.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -428976.781250 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -428976.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -429031.593750 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -429031.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -429086.125000 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -429086.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -429131.343750 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -429131.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -429175.687500 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -429175.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -429231.187500 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -429231.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -429274.750000 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -429274.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -429305.250000 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -429305.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -429332.812500 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -429332.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -429352.937500 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -429352.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -429375.593750 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -429375.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -429400.406250 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -429400.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -429419.937500 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -429419.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -429442.031250 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -429442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -429459.156250 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -429459.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -429467.593750 Penalty: 2745.200439
	Iteration 51Q: 3 clusters Score -429467.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -429471.281250 Penalty: 2745.200439
	Iteration 52Q: 3 clusters Score -429471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -429473.812500 Penalty: 2745.200439
	Iteration 53Q: 3 clusters Score -429473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -429480.531250 Penalty: 2745.200439
	Iteration 54Q: 3 clusters Score -429480.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -429488.312500 Penalty: 2745.200439
	Iteration 55Q: 3 clusters Score -429488.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -429494.875000 Penalty: 2745.200439
	Iteration 56Q: 3 clusters Score -429494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -429498.281250 Penalty: 2745.200439
	Iteration 57Q: 3 clusters Score -429498.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -429499.906250 Penalty: 2745.200439
	Iteration 58Q: 3 clusters Score -429499.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -429501.718750 Penalty: 2745.200439
	Iteration 59Q: 3 clusters Score -429501.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -429501.718750 Penalty: 2745.200439
	Iteration 60F: 3 clusters Score -429501.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Entering Unmasked Estep 
Score: -2991223.250000 Penalty: 1692.187622
	Iteration 0F: 2 clusters Score -2991223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2968861.500000 Penalty: 3384.375244
	Iteration 0F: 3 clusters Score -2968862 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2977412.000000 Penalty: 3384.375244
	Iteration 1F: 3 clusters Score -2977412 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2977925.500000 Penalty: 3384.375244
	Iteration 2Q: 3 clusters Score -2977926 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2978509.750000 Penalty: 3384.375244
	Iteration 3Q: 3 clusters Score -2978510 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2979265.750000 Penalty: 3384.375244
	Iteration 4Q: 3 clusters Score -2979266 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2980335.500000 Penalty: 3384.375244
	Iteration 5F: 3 clusters Score -2980336 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2981832.500000 Penalty: 3384.375244
	Iteration 6F: 3 clusters Score -2981832 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2983806.500000 Penalty: 3384.375244
	Iteration 7F: 3 clusters Score -2983806 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -2985828.750000 Penalty: 3384.375244
	Iteration 8F: 3 clusters Score -2985829 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2987418.750000 Penalty: 3384.375244
	Iteration 9Q: 3 clusters Score -2987419 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2988363.000000 Penalty: 3384.375244
	Iteration 10Q: 3 clusters Score -2988363 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2988942.500000 Penalty: 3384.375244
	Iteration 11Q: 3 clusters Score -2988942 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2989265.500000 Penalty: 3384.375244
	Iteration 12Q: 3 clusters Score -2989266 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2989459.250000 Penalty: 3384.375244
	Iteration 13Q: 3 clusters Score -2989459 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32122 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2989584.250000 Penalty: 3384.375244
	Iteration 14Q: 3 clusters Score -2989584 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2989672.250000 Penalty: 3384.375244
	Iteration 15Q: 3 clusters Score -2989672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2989723.750000 Penalty: 3384.375244
	Iteration 16Q: 3 clusters Score -2989724 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2989762.250000 Penalty: 3384.375244
	Iteration 17Q: 3 clusters Score -2989762 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2989791.250000 Penalty: 3384.375244
	Iteration 18Q: 3 clusters Score -2989791 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2989813.750000 Penalty: 3384.375244
	Iteration 19Q: 3 clusters Score -2989814 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2989838.250000 Penalty: 3384.375244
	Iteration 20F: 3 clusters Score -2989838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2989855.250000 Penalty: 3384.375244
	Iteration 21Q: 3 clusters Score -2989855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2989868.500000 Penalty: 3384.375244
	Iteration 22Q: 3 clusters Score -2989868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2989877.250000 Penalty: 3384.375244
	Iteration 23Q: 3 clusters Score -2989877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2989880.000000 Penalty: 3384.375244
	Iteration 24Q: 3 clusters Score -2989880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2989884.500000 Penalty: 3384.375244
	Iteration 25Q: 3 clusters Score -2989884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32630 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2989888.250000 Penalty: 3384.375244
	Iteration 26Q: 3 clusters Score -2989888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2989887.500000 Penalty: 3384.375244
	Iteration 27Q: 3 clusters Score -2989888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2989886.750000 Penalty: 3384.375244
	Iteration 28Q: 3 clusters Score -2989887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2989891.750000 Penalty: 3384.375244
	Iteration 29Q: 3 clusters Score -2989892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2989895.250000 Penalty: 3384.375244
	Iteration 30Q: 3 clusters Score -2989895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32657 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -2989892.250000 Penalty: 3384.375244
	Iteration 31Q: 3 clusters Score -2989892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2989895.500000 Penalty: 3384.375244
	Iteration 32Q: 3 clusters Score -2989896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2989903.500000 Penalty: 3384.375244
	Iteration 33Q: 3 clusters Score -2989904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2989904.750000 Penalty: 3384.375244
	Iteration 34Q: 3 clusters Score -2989905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2989910.500000 Penalty: 3384.375244
	Iteration 35Q: 3 clusters Score -2989910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2989911.500000 Penalty: 3384.375244
	Iteration 36Q: 3 clusters Score -2989912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2989909.250000 Penalty: 3384.375244
	Iteration 37Q: 3 clusters Score -2989909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2989911.250000 Penalty: 3384.375244
	Iteration 38Q: 3 clusters Score -2989911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2989911.500000 Penalty: 3384.375244
	Iteration 39Q: 3 clusters Score -2989912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2989916.250000 Penalty: 3384.375244
	Iteration 40F: 3 clusters Score -2989916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2989914.250000 Penalty: 3384.375244
	Iteration 41Q: 3 clusters Score -2989914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2989918.750000 Penalty: 3384.375244
	Iteration 42Q: 3 clusters Score -2989919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2989918.000000 Penalty: 3384.375244
	Iteration 43Q: 3 clusters Score -2989918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2989916.500000 Penalty: 3384.375244
	Iteration 44Q: 3 clusters Score -2989916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2989916.500000 Penalty: 3384.375244
	Iteration 45Q: 3 clusters Score -2989916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2989918.750000 Penalty: 3384.375244
	Iteration 46Q: 3 clusters Score -2989919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2989920.750000 Penalty: 3384.375244
	Iteration 47Q: 3 clusters Score -2989921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2989922.500000 Penalty: 3384.375244
	Iteration 48Q: 3 clusters Score -2989922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2989922.500000 Penalty: 3384.375244
	Iteration 49F: 3 clusters Score -2989922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Entering Unmasked Estep 
Score: -511340.562500 Penalty: 1406.217407
	Iteration 0F: 2 clusters Score -511340.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -506875.906250 Penalty: 2812.434814
	Iteration 0F: 3 clusters Score -506875.9 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -508330.750000 Penalty: 2812.434814
	Iteration 1F: 3 clusters Score -508330.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -508673.750000 Penalty: 2812.434814
	Iteration 2F: 3 clusters Score -508673.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -508994.781250 Penalty: 2812.434814
	Iteration 3F: 3 clusters Score -508994.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -509281.750000 Penalty: 2812.434814
	Iteration 4F: 3 clusters Score -509281.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -509534.656250 Penalty: 2812.434814
	Iteration 5F: 3 clusters Score -509534.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -509743.500000 Penalty: 2812.434814
	Iteration 6F: 3 clusters Score -509743.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -509886.312500 Penalty: 2812.434814
	Iteration 7Q: 3 clusters Score -509886.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -509967.093750 Penalty: 2812.434814
	Iteration 8Q: 3 clusters Score -509967.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -510011.218750 Penalty: 2812.434814
	Iteration 9Q: 3 clusters Score -510011.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -510038.406250 Penalty: 2812.434814
	Iteration 10Q: 3 clusters Score -510038.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -510061.000000 Penalty: 2812.434814
	Iteration 11Q: 3 clusters Score -510061 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -510075.937500 Penalty: 2812.434814
	Iteration 12Q: 3 clusters Score -510075.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -510095.906250 Penalty: 2812.434814
	Iteration 13Q: 3 clusters Score -510095.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -510112.437500 Penalty: 2812.434814
	Iteration 14Q: 3 clusters Score -510112.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -510129.531250 Penalty: 2812.434814
	Iteration 15Q: 3 clusters Score -510129.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -510144.906250 Penalty: 2812.434814
	Iteration 16Q: 3 clusters Score -510144.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -510159.031250 Penalty: 2812.434814
	Iteration 17Q: 3 clusters Score -510159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -510173.468750 Penalty: 2812.434814
	Iteration 18Q: 3 clusters Score -510173.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -510187.125000 Penalty: 2812.434814
	Iteration 19Q: 3 clusters Score -510187.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -510203.125000 Penalty: 2812.434814
	Iteration 20F: 3 clusters Score -510203.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -510220.437500 Penalty: 2812.434814
	Iteration 21Q: 3 clusters Score -510220.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -510235.250000 Penalty: 2812.434814
	Iteration 22Q: 3 clusters Score -510235.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -510255.062500 Penalty: 2812.434814
	Iteration 23Q: 3 clusters Score -510255.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -510272.531250 Penalty: 2812.434814
	Iteration 24Q: 3 clusters Score -510272.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -510287.375000 Penalty: 2812.434814
	Iteration 25Q: 3 clusters Score -510287.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -510301.687500 Penalty: 2812.434814
	Iteration 26Q: 3 clusters Score -510301.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -510314.218750 Penalty: 2812.434814
	Iteration 27Q: 3 clusters Score -510314.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -510325.062500 Penalty: 2812.434814
	Iteration 28Q: 3 clusters Score -510325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -510333.843750 Penalty: 2812.434814
	Iteration 29Q: 3 clusters Score -510333.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -510348.968750 Penalty: 2812.434814
	Iteration 30Q: 3 clusters Score -510349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -510364.750000 Penalty: 2812.434814
	Iteration 31Q: 3 clusters Score -510364.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -510377.656250 Penalty: 2812.434814
	Iteration 32Q: 3 clusters Score -510377.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -510390.812500 Penalty: 2812.434814
	Iteration 33Q: 3 clusters Score -510390.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -510397.781250 Penalty: 2812.434814
	Iteration 34Q: 3 clusters Score -510397.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -510403.000000 Penalty: 2812.434814
	Iteration 35Q: 3 clusters Score -510403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -510411.406250 Penalty: 2812.434814
	Iteration 36Q: 3 clusters Score -510411.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -510419.656250 Penalty: 2812.434814
	Iteration 37Q: 3 clusters Score -510419.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -510429.156250 Penalty: 2812.434814
	Iteration 38Q: 3 clusters Score -510429.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -510436.781250 Penalty: 2812.434814
	Iteration 39Q: 3 clusters Score -510436.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -510446.750000 Penalty: 2812.434814
	Iteration 40F: 3 clusters Score -510446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -510454.406250 Penalty: 2812.434814
	Iteration 41Q: 3 clusters Score -510454.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -510464.156250 Penalty: 2812.434814
	Iteration 42Q: 3 clusters Score -510464.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -510468.968750 Penalty: 2812.434814
	Iteration 43Q: 3 clusters Score -510469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -510476.812500 Penalty: 2812.434814
	Iteration 44Q: 3 clusters Score -510476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -510482.937500 Penalty: 2812.434814
	Iteration 45Q: 3 clusters Score -510482.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -510489.031250 Penalty: 2812.434814
	Iteration 46Q: 3 clusters Score -510489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -510491.218750 Penalty: 2812.434814
	Iteration 47Q: 3 clusters Score -510491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -510494.843750 Penalty: 2812.434814
	Iteration 48Q: 3 clusters Score -510494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -510499.343750 Penalty: 2812.434814
	Iteration 49Q: 3 clusters Score -510499.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -510509.593750 Penalty: 2812.434814
	Iteration 50Q: 3 clusters Score -510509.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -510518.968750 Penalty: 2812.434814
	Iteration 51Q: 3 clusters Score -510519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -510530.062500 Penalty: 2812.434814
	Iteration 52Q: 3 clusters Score -510530.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -510538.968750 Penalty: 2812.434814
	Iteration 53Q: 3 clusters Score -510539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -510544.093750 Penalty: 2812.434814
	Iteration 54Q: 3 clusters Score -510544.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -510548.656250 Penalty: 2812.434814
	Iteration 55Q: 3 clusters Score -510548.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -510552.125000 Penalty: 2812.434814
	Iteration 56Q: 3 clusters Score -510552.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -510562.687500 Penalty: 2812.434814
	Iteration 57Q: 3 clusters Score -510562.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -510571.750000 Penalty: 2812.434814
	Iteration 58Q: 3 clusters Score -510571.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -510583.062500 Penalty: 2812.434814
	Iteration 59Q: 3 clusters Score -510583.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -510594.437500 Penalty: 2812.434814
	Iteration 60F: 3 clusters Score -510594.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -510603.625000 Penalty: 2812.434814
	Iteration 61Q: 3 clusters Score -510603.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -510612.156250 Penalty: 2812.434814
	Iteration 62Q: 3 clusters Score -510612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -510622.937500 Penalty: 2812.434814
	Iteration 63Q: 3 clusters Score -510622.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -510631.187500 Penalty: 2812.434814
	Iteration 64Q: 3 clusters Score -510631.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -510644.843750 Penalty: 2812.434814
	Iteration 65Q: 3 clusters Score -510644.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -510656.968750 Penalty: 2812.434814
	Iteration 66Q: 3 clusters Score -510657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -510668.875000 Penalty: 2812.434814
	Iteration 67Q: 3 clusters Score -510668.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -510675.562500 Penalty: 2812.434814
	Iteration 68Q: 3 clusters Score -510675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -510683.218750 Penalty: 2812.434814
	Iteration 69Q: 3 clusters Score -510683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -510698.968750 Penalty: 2812.434814
	Iteration 70Q: 3 clusters Score -510699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -510714.781250 Penalty: 2812.434814
	Iteration 71Q: 3 clusters Score -510714.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -510726.906250 Penalty: 2812.434814
	Iteration 72Q: 3 clusters Score -510726.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -510740.656250 Penalty: 2812.434814
	Iteration 73Q: 3 clusters Score -510740.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -510749.218750 Penalty: 2812.434814
	Iteration 74Q: 3 clusters Score -510749.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -510754.000000 Penalty: 2812.434814
	Iteration 75Q: 3 clusters Score -510754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -510759.406250 Penalty: 2812.434814
	Iteration 76Q: 3 clusters Score -510759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -510765.406250 Penalty: 2812.434814
	Iteration 77Q: 3 clusters Score -510765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -510769.000000 Penalty: 2812.434814
	Iteration 78Q: 3 clusters Score -510769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -510769.218750 Penalty: 2812.434814
	Iteration 79Q: 3 clusters Score -510769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -510770.656250 Penalty: 2812.434814
	Iteration 80F: 3 clusters Score -510770.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Entering Unmasked Estep 
Score: -307196.781250 Penalty: 1324.732178
	Iteration 0F: 2 clusters Score -307196.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -304126.937500 Penalty: 2649.464355
	Iteration 0F: 3 clusters Score -304126.9 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -304876.250000 Penalty: 2649.464355
	Iteration 1F: 3 clusters Score -304876.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -305063.281250 Penalty: 2649.464355
	Iteration 2F: 3 clusters Score -305063.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -305252.718750 Penalty: 2649.464355
	Iteration 3F: 3 clusters Score -305252.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -305455.312500 Penalty: 2649.464355
	Iteration 4F: 3 clusters Score -305455.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -305639.656250 Penalty: 2649.464355
	Iteration 5F: 3 clusters Score -305639.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -305823.656250 Penalty: 2649.464355
	Iteration 6F: 3 clusters Score -305823.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -306028.968750 Penalty: 2649.464355
	Iteration 7F: 3 clusters Score -306029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -306208.093750 Penalty: 2649.464355
	Iteration 8Q: 3 clusters Score -306208.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -306351.625000 Penalty: 2649.464355
	Iteration 9Q: 3 clusters Score -306351.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -306478.062500 Penalty: 2649.464355
	Iteration 10Q: 3 clusters Score -306478.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -306571.781250 Penalty: 2649.464355
	Iteration 11Q: 3 clusters Score -306571.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -306656.093750 Penalty: 2649.464355
	Iteration 12Q: 3 clusters Score -306656.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -306720.531250 Penalty: 2649.464355
	Iteration 13Q: 3 clusters Score -306720.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -306758.718750 Penalty: 2649.464355
	Iteration 14Q: 3 clusters Score -306758.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -306787.000000 Penalty: 2649.464355
	Iteration 15Q: 3 clusters Score -306787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -306802.656250 Penalty: 2649.464355
	Iteration 16Q: 3 clusters Score -306802.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -306808.375000 Penalty: 2649.464355
	Iteration 17Q: 3 clusters Score -306808.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -306810.968750 Penalty: 2649.464355
	Iteration 18Q: 3 clusters Score -306811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -306813.750000 Penalty: 2649.464355
	Iteration 19Q: 3 clusters Score -306813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -306818.406250 Penalty: 2649.464355
	Iteration 20F: 3 clusters Score -306818.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -306820.687500 Penalty: 2649.464355
	Iteration 21Q: 3 clusters Score -306820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -306822.187500 Penalty: 2649.464355
	Iteration 22Q: 3 clusters Score -306822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -306824.031250 Penalty: 2649.464355
	Iteration 23Q: 3 clusters Score -306824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -306825.125000 Penalty: 2649.464355
	Iteration 24Q: 3 clusters Score -306825.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -306828.000000 Penalty: 2649.464355
	Iteration 25Q: 3 clusters Score -306828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -306829.187500 Penalty: 2649.464355
	Iteration 26Q: 3 clusters Score -306829.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -306832.562500 Penalty: 2649.464355
	Iteration 27Q: 3 clusters Score -306832.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -306834.062500 Penalty: 2649.464355
	Iteration 28Q: 3 clusters Score -306834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -306835.218750 Penalty: 2649.464355
	Iteration 29Q: 3 clusters Score -306835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -306835.218750 Penalty: 2649.464355
	Iteration 30F: 3 clusters Score -306835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Entering Unmasked Estep 
Score: -2693313.500000 Penalty: 1669.224365
	Iteration 0F: 2 clusters Score -2693314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2673873.250000 Penalty: 3338.448730
	Iteration 0F: 3 clusters Score -2673873 nChanged 13348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2681613.000000 Penalty: 3338.448730
	Iteration 1F: 3 clusters Score -2681613 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -2682195.250000 Penalty: 3338.448730
	Iteration 2Q: 3 clusters Score -2682195 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2682872.750000 Penalty: 3338.448730
	Iteration 3F: 3 clusters Score -2682873 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2683536.750000 Penalty: 3338.448730
	Iteration 4F: 3 clusters Score -2683537 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2684255.000000 Penalty: 3338.448730
	Iteration 5F: 3 clusters Score -2684255 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2685082.250000 Penalty: 3338.448730
	Iteration 6F: 3 clusters Score -2685082 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -2685943.000000 Penalty: 3338.448730
	Iteration 7F: 3 clusters Score -2685943 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2686701.500000 Penalty: 3338.448730
	Iteration 8F: 3 clusters Score -2686702 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2687315.750000 Penalty: 3338.448730
	Iteration 9Q: 3 clusters Score -2687316 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2687864.000000 Penalty: 3338.448730
	Iteration 10Q: 3 clusters Score -2687864 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -2688394.500000 Penalty: 3338.448730
	Iteration 11Q: 3 clusters Score -2688394 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2688949.250000 Penalty: 3338.448730
	Iteration 12Q: 3 clusters Score -2688949 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2689487.250000 Penalty: 3338.448730
	Iteration 13Q: 3 clusters Score -2689487 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -2689945.500000 Penalty: 3338.448730
	Iteration 14Q: 3 clusters Score -2689946 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2690283.500000 Penalty: 3338.448730
	Iteration 15Q: 3 clusters Score -2690284 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2690525.500000 Penalty: 3338.448730
	Iteration 16Q: 3 clusters Score -2690526 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -2690703.750000 Penalty: 3338.448730
	Iteration 17Q: 3 clusters Score -2690704 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2690830.000000 Penalty: 3338.448730
	Iteration 18Q: 3 clusters Score -2690830 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -2690930.250000 Penalty: 3338.448730
	Iteration 19Q: 3 clusters Score -2690930 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -2691008.000000 Penalty: 3338.448730
	Iteration 20F: 3 clusters Score -2691008 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -2691082.000000 Penalty: 3338.448730
	Iteration 21Q: 3 clusters Score -2691082 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -2691160.750000 Penalty: 3338.448730
	Iteration 22Q: 3 clusters Score -2691161 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -2691202.250000 Penalty: 3338.448730
	Iteration 23Q: 3 clusters Score -2691202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -2691251.750000 Penalty: 3338.448730
	Iteration 24Q: 3 clusters Score -2691252 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -2691297.250000 Penalty: 3338.448730
	Iteration 25Q: 3 clusters Score -2691297 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -2691321.500000 Penalty: 3338.448730
	Iteration 26Q: 3 clusters Score -2691322 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -2691351.500000 Penalty: 3338.448730
	Iteration 27Q: 3 clusters Score -2691352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -2691375.250000 Penalty: 3338.448730
	Iteration 28Q: 3 clusters Score -2691375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -2691397.750000 Penalty: 3338.448730
	Iteration 29Q: 3 clusters Score -2691398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -2691397.250000 Penalty: 3338.448730
	Iteration 30Q: 3 clusters Score -2691397 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -2691438.500000 Penalty: 3338.448730
	Iteration 31Q: 3 clusters Score -2691438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -2691451.250000 Penalty: 3338.448730
	Iteration 32Q: 3 clusters Score -2691451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -2691476.500000 Penalty: 3338.448730
	Iteration 33Q: 3 clusters Score -2691476 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -2691516.500000 Penalty: 3338.448730
	Iteration 34Q: 3 clusters Score -2691516 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -2691549.000000 Penalty: 3338.448730
	Iteration 35Q: 3 clusters Score -2691549 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -2691579.750000 Penalty: 3338.448730
	Iteration 36Q: 3 clusters Score -2691580 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -2691601.000000 Penalty: 3338.448730
	Iteration 37Q: 3 clusters Score -2691601 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -2691635.500000 Penalty: 3338.448730
	Iteration 38Q: 3 clusters Score -2691636 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -2691664.500000 Penalty: 3338.448730
	Iteration 39Q: 3 clusters Score -2691664 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -2691709.000000 Penalty: 3338.448730
	Iteration 40F: 3 clusters Score -2691709 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -2691747.500000 Penalty: 3338.448730
	Iteration 41Q: 3 clusters Score -2691748 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
Score: -2691795.000000 Penalty: 3338.448730
	Iteration 42Q: 3 clusters Score -2691795 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -2691831.750000 Penalty: 3338.448730
	Iteration 43Q: 3 clusters Score -2691832 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -2691870.500000 Penalty: 3338.448730
	Iteration 44Q: 3 clusters Score -2691870 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -2691913.250000 Penalty: 3338.448730
	Iteration 45Q: 3 clusters Score -2691913 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -2691939.750000 Penalty: 3338.448730
	Iteration 46Q: 3 clusters Score -2691940 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -2691991.250000 Penalty: 3338.448730
	Iteration 47Q: 3 clusters Score -2691991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2692026.250000 Penalty: 3338.448730
	Iteration 48Q: 3 clusters Score -2692026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -2692076.750000 Penalty: 3338.448730
	Iteration 49Q: 3 clusters Score -2692077 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -2692127.750000 Penalty: 3338.448730
	Iteration 50Q: 3 clusters Score -2692128 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2692168.250000 Penalty: 3338.448730
	Iteration 51Q: 3 clusters Score -2692168 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -2692204.750000 Penalty: 3338.448730
	Iteration 52Q: 3 clusters Score -2692205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2692243.000000 Penalty: 3338.448730
	Iteration 53Q: 3 clusters Score -2692243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -2692281.750000 Penalty: 3338.448730
	Iteration 54Q: 3 clusters Score -2692282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -2692310.750000 Penalty: 3338.448730
	Iteration 55Q: 3 clusters Score -2692311 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -2692338.750000 Penalty: 3338.448730
	Iteration 56Q: 3 clusters Score -2692339 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -2692359.750000 Penalty: 3338.448730
	Iteration 57Q: 3 clusters Score -2692360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2692377.250000 Penalty: 3338.448730
	Iteration 58Q: 3 clusters Score -2692377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -2692386.750000 Penalty: 3338.448730
	Iteration 59Q: 3 clusters Score -2692387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2692395.250000 Penalty: 3338.448730
	Iteration 60F: 3 clusters Score -2692395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -2692401.250000 Penalty: 3338.448730
	Iteration 61Q: 3 clusters Score -2692401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -2692409.250000 Penalty: 3338.448730
	Iteration 62Q: 3 clusters Score -2692409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -2692417.500000 Penalty: 3338.448730
	Iteration 63Q: 3 clusters Score -2692418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -2692424.500000 Penalty: 3338.448730
	Iteration 64Q: 3 clusters Score -2692424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -2692430.000000 Penalty: 3338.448730
	Iteration 65Q: 3 clusters Score -2692430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -2692435.000000 Penalty: 3338.448730
	Iteration 66Q: 3 clusters Score -2692435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -2692443.750000 Penalty: 3338.448730
	Iteration 67Q: 3 clusters Score -2692444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -2692440.000000 Penalty: 3338.448730
	Iteration 68Q: 3 clusters Score -2692440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -2692446.250000 Penalty: 3338.448730
	Iteration 69Q: 3 clusters Score -2692446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -2692444.750000 Penalty: 3338.448730
	Iteration 70Q: 3 clusters Score -2692445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -2692444.750000 Penalty: 3338.448730
	Iteration 71Q: 3 clusters Score -2692445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2692447.500000 Penalty: 3338.448730
	Iteration 72Q: 3 clusters Score -2692448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -2692447.500000 Penalty: 3338.448730
	Iteration 73F: 3 clusters Score -2692448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Entering Unmasked Estep 
Score: -120734.382812 Penalty: 1195.291626
	Iteration 0F: 2 clusters Score -120734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -118946.328125 Penalty: 2390.583252
	Iteration 0F: 3 clusters Score -118946.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -119425.882812 Penalty: 2390.583252
	Iteration 1F: 3 clusters Score -119425.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119645.765625 Penalty: 2390.583252
	Iteration 2F: 3 clusters Score -119645.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119792.523438 Penalty: 2390.583252
	Iteration 3F: 3 clusters Score -119792.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119901.921875 Penalty: 2390.583252
	Iteration 4F: 3 clusters Score -119901.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -119949.359375 Penalty: 2390.583252
	Iteration 5Q: 3 clusters Score -119949.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -120007.531250 Penalty: 2390.583252
	Iteration 6Q: 3 clusters Score -120007.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -120073.835938 Penalty: 2390.583252
	Iteration 7Q: 3 clusters Score -120073.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120102.000000 Penalty: 2390.583252
	Iteration 8Q: 3 clusters Score -120102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120119.484375 Penalty: 2390.583252
	Iteration 9Q: 3 clusters Score -120119.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120131.320312 Penalty: 2390.583252
	Iteration 10Q: 3 clusters Score -120131.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120138.453125 Penalty: 2390.583252
	Iteration 11Q: 3 clusters Score -120138.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120145.046875 Penalty: 2390.583252
	Iteration 12Q: 3 clusters Score -120145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120148.492188 Penalty: 2390.583252
	Iteration 13Q: 3 clusters Score -120148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120150.257812 Penalty: 2390.583252
	Iteration 14Q: 3 clusters Score -120150.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120150.257812 Penalty: 2390.583252
	Iteration 15F: 3 clusters Score -120150.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -183823.718750 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -183823.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -181661.625000 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -181661.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182132.515625 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -182132.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182228.765625 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -182228.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -182284.562500 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -182284.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182314.890625 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -182314.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -182334.546875 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -182334.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -182365.625000 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -182365.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -182385.046875 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -182385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -182398.328125 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -182398.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182404.078125 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -182404.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182410.703125 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -182410.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182416.000000 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -182416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182421.062500 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -182421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182426.218750 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -182426.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182431.796875 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -182431.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -182436.375000 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -182436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -182443.765625 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -182443.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182448.265625 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -182448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -182451.703125 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -182451.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182455.203125 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -182455.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -182458.187500 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -182458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -182460.562500 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -182460.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -182464.062500 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -182464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -182469.328125 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -182469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182472.828125 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -182472.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -182476.015625 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -182476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -182479.109375 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -182479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -182479.656250 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -182479.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -182480.234375 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -182480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -182482.250000 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -182482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -182484.062500 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -182484.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182484.843750 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -182484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182485.828125 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -182485.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -182487.093750 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -182487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -182487.890625 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -182487.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -182488.375000 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -182488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -182488.375000 Penalty: 2483.664551
	Iteration 36F: 3 clusters Score -182488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Entering Unmasked Estep 
Score: -1036149.562500 Penalty: 1521.901367
	Iteration 0F: 2 clusters Score -1036150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1027915.062500 Penalty: 3043.802734
	Iteration 0F: 3 clusters Score -1027915 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1030594.812500 Penalty: 3043.802734
	Iteration 1F: 3 clusters Score -1030595 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1030870.750000 Penalty: 3043.802734
	Iteration 2F: 3 clusters Score -1030871 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1031074.375000 Penalty: 3043.802734
	Iteration 3Q: 3 clusters Score -1031074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1031267.375000 Penalty: 3043.802734
	Iteration 4Q: 3 clusters Score -1031267 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1031460.562500 Penalty: 3043.802734
	Iteration 5Q: 3 clusters Score -1031461 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1031663.875000 Penalty: 3043.802734
	Iteration 6Q: 3 clusters Score -1031664 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1031857.625000 Penalty: 3043.802734
	Iteration 7Q: 3 clusters Score -1031858 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1032046.562500 Penalty: 3043.802734
	Iteration 8Q: 3 clusters Score -1032047 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1032238.125000 Penalty: 3043.802734
	Iteration 9Q: 3 clusters Score -1032238 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1032458.312500 Penalty: 3043.802734
	Iteration 10Q: 3 clusters Score -1032458 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1032729.937500 Penalty: 3043.802734
	Iteration 11Q: 3 clusters Score -1032730 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1033109.562500 Penalty: 3043.802734
	Iteration 12Q: 3 clusters Score -1033110 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1033569.562500 Penalty: 3043.802734
	Iteration 13Q: 3 clusters Score -1033570 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1034066.750000 Penalty: 3043.802734
	Iteration 14Q: 3 clusters Score -1034067 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1034538.937500 Penalty: 3043.802734
	Iteration 15Q: 3 clusters Score -1034539 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1034920.875000 Penalty: 3043.802734
	Iteration 16Q: 3 clusters Score -1034921 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1035204.437500 Penalty: 3043.802734
	Iteration 17Q: 3 clusters Score -1035204 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1035396.312500 Penalty: 3043.802734
	Iteration 18Q: 3 clusters Score -1035396 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1035531.687500 Penalty: 3043.802734
	Iteration 19Q: 3 clusters Score -1035532 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1035620.812500 Penalty: 3043.802734
	Iteration 20F: 3 clusters Score -1035621 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1035676.500000 Penalty: 3043.802734
	Iteration 21Q: 3 clusters Score -1035676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1035705.500000 Penalty: 3043.802734
	Iteration 22Q: 3 clusters Score -1035706 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1035718.187500 Penalty: 3043.802734
	Iteration 23Q: 3 clusters Score -1035718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1035727.437500 Penalty: 3043.802734
	Iteration 24Q: 3 clusters Score -1035727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1035729.937500 Penalty: 3043.802734
	Iteration 25Q: 3 clusters Score -1035730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1035732.375000 Penalty: 3043.802734
	Iteration 26Q: 3 clusters Score -1035732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1035736.125000 Penalty: 3043.802734
	Iteration 27Q: 3 clusters Score -1035736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1035740.812500 Penalty: 3043.802734
	Iteration 28Q: 3 clusters Score -1035741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1035743.437500 Penalty: 3043.802734
	Iteration 29Q: 3 clusters Score -1035743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1035744.875000 Penalty: 3043.802734
	Iteration 30Q: 3 clusters Score -1035745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1035747.187500 Penalty: 3043.802734
	Iteration 31Q: 3 clusters Score -1035747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1035746.000000 Penalty: 3043.802734
	Iteration 32Q: 3 clusters Score -1035746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1035748.125000 Penalty: 3043.802734
	Iteration 33Q: 3 clusters Score -1035748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1035747.312500 Penalty: 3043.802734
	Iteration 34Q: 3 clusters Score -1035747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -1035747.937500 Penalty: 3043.802734
	Iteration 35Q: 3 clusters Score -1035748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1035749.000000 Penalty: 3043.802734
	Iteration 36Q: 3 clusters Score -1035749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1035746.687500 Penalty: 3043.802734
	Iteration 37Q: 3 clusters Score -1035747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1035746.937500 Penalty: 3043.802734
	Iteration 38Q: 3 clusters Score -1035747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1035748.562500 Penalty: 3043.802734
	Iteration 39Q: 3 clusters Score -1035749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1035748.562500 Penalty: 3043.802734
	Iteration 40F: 3 clusters Score -1035749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -245248.421875 Penalty: 1293.098145
	Iteration 0F: 2 clusters Score -245248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -242584.218750 Penalty: 2586.196289
	Iteration 0F: 3 clusters Score -242584.2 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -243238.562500 Penalty: 2586.196289
	Iteration 1F: 3 clusters Score -243238.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -243409.296875 Penalty: 2586.196289
	Iteration 2F: 3 clusters Score -243409.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -243571.187500 Penalty: 2586.196289
	Iteration 3F: 3 clusters Score -243571.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -243726.890625 Penalty: 2586.196289
	Iteration 4F: 3 clusters Score -243726.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -243851.890625 Penalty: 2586.196289
	Iteration 5F: 3 clusters Score -243851.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -243948.687500 Penalty: 2586.196289
	Iteration 6Q: 3 clusters Score -243948.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -244039.531250 Penalty: 2586.196289
	Iteration 7Q: 3 clusters Score -244039.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -244098.750000 Penalty: 2586.196289
	Iteration 8Q: 3 clusters Score -244098.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -244133.703125 Penalty: 2586.196289
	Iteration 9Q: 3 clusters Score -244133.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -244166.296875 Penalty: 2586.196289
	Iteration 10Q: 3 clusters Score -244166.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -244193.531250 Penalty: 2586.196289
	Iteration 11Q: 3 clusters Score -244193.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -244219.375000 Penalty: 2586.196289
	Iteration 12Q: 3 clusters Score -244219.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -244235.328125 Penalty: 2586.196289
	Iteration 13Q: 3 clusters Score -244235.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -244247.375000 Penalty: 2586.196289
	Iteration 14Q: 3 clusters Score -244247.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -244256.953125 Penalty: 2586.196289
	Iteration 15Q: 3 clusters Score -244257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -244262.546875 Penalty: 2586.196289
	Iteration 16Q: 3 clusters Score -244262.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -244266.187500 Penalty: 2586.196289
	Iteration 17Q: 3 clusters Score -244266.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -244272.046875 Penalty: 2586.196289
	Iteration 18Q: 3 clusters Score -244272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -244278.609375 Penalty: 2586.196289
	Iteration 19Q: 3 clusters Score -244278.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -244283.515625 Penalty: 2586.196289
	Iteration 20F: 3 clusters Score -244283.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -244286.375000 Penalty: 2586.196289
	Iteration 21Q: 3 clusters Score -244286.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -244290.046875 Penalty: 2586.196289
	Iteration 22Q: 3 clusters Score -244290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -244292.640625 Penalty: 2586.196289
	Iteration 23Q: 3 clusters Score -244292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -244293.953125 Penalty: 2586.196289
	Iteration 24Q: 3 clusters Score -244294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -244295.218750 Penalty: 2586.196289
	Iteration 25Q: 3 clusters Score -244295.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -244295.843750 Penalty: 2586.196289
	Iteration 26Q: 3 clusters Score -244295.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -244298.390625 Penalty: 2586.196289
	Iteration 27Q: 3 clusters Score -244298.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -244300.093750 Penalty: 2586.196289
	Iteration 28Q: 3 clusters Score -244300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -244302.046875 Penalty: 2586.196289
	Iteration 29Q: 3 clusters Score -244302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -244305.484375 Penalty: 2586.196289
	Iteration 30Q: 3 clusters Score -244305.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -244310.375000 Penalty: 2586.196289
	Iteration 31Q: 3 clusters Score -244310.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -244313.625000 Penalty: 2586.196289
	Iteration 32Q: 3 clusters Score -244313.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -244314.421875 Penalty: 2586.196289
	Iteration 33Q: 3 clusters Score -244314.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -244316.390625 Penalty: 2586.196289
	Iteration 34Q: 3 clusters Score -244316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -244317.625000 Penalty: 2586.196289
	Iteration 35Q: 3 clusters Score -244317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -244317.953125 Penalty: 2586.196289
	Iteration 36Q: 3 clusters Score -244318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -244320.343750 Penalty: 2586.196289
	Iteration 37Q: 3 clusters Score -244320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -244321.390625 Penalty: 2586.196289
	Iteration 38Q: 3 clusters Score -244321.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -244321.390625 Penalty: 2586.196289
	Iteration 39F: 3 clusters Score -244321.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -604461.937500 Penalty: 1431.068237
	Iteration 0F: 2 clusters Score -604461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -599434.125000 Penalty: 2862.136475
	Iteration 0F: 3 clusters Score -599434.1 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -600951.687500 Penalty: 2862.136475
	Iteration 1F: 3 clusters Score -600951.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -601220.500000 Penalty: 2862.136475
	Iteration 2F: 3 clusters Score -601220.5 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -601387.312500 Penalty: 2862.136475
	Iteration 3F: 3 clusters Score -601387.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -601535.250000 Penalty: 2862.136475
	Iteration 4Q: 3 clusters Score -601535.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -601715.875000 Penalty: 2862.136475
	Iteration 5Q: 3 clusters Score -601715.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -601926.375000 Penalty: 2862.136475
	Iteration 6Q: 3 clusters Score -601926.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -602221.500000 Penalty: 2862.136475
	Iteration 7Q: 3 clusters Score -602221.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -602671.062500 Penalty: 2862.136475
	Iteration 8F: 3 clusters Score -602671.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -603149.437500 Penalty: 2862.136475
	Iteration 9F: 3 clusters Score -603149.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -603497.625000 Penalty: 2862.136475
	Iteration 10F: 3 clusters Score -603497.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -603690.687500 Penalty: 2862.136475
	Iteration 11Q: 3 clusters Score -603690.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -603797.062500 Penalty: 2862.136475
	Iteration 12Q: 3 clusters Score -603797.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -603854.875000 Penalty: 2862.136475
	Iteration 13Q: 3 clusters Score -603854.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -603881.812500 Penalty: 2862.136475
	Iteration 14Q: 3 clusters Score -603881.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -603897.062500 Penalty: 2862.136475
	Iteration 15Q: 3 clusters Score -603897.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -603904.000000 Penalty: 2862.136475
	Iteration 16Q: 3 clusters Score -603904 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -603909.187500 Penalty: 2862.136475
	Iteration 17Q: 3 clusters Score -603909.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -603911.500000 Penalty: 2862.136475
	Iteration 18Q: 3 clusters Score -603911.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -603912.375000 Penalty: 2862.136475
	Iteration 19Q: 3 clusters Score -603912.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -603915.625000 Penalty: 2862.136475
	Iteration 20F: 3 clusters Score -603915.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -603916.062500 Penalty: 2862.136475
	Iteration 21Q: 3 clusters Score -603916.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -603917.062500 Penalty: 2862.136475
	Iteration 22Q: 3 clusters Score -603917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -603917.625000 Penalty: 2862.136475
	Iteration 23Q: 3 clusters Score -603917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -603917.562500 Penalty: 2862.136475
	Iteration 24Q: 3 clusters Score -603917.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -603917.562500 Penalty: 2862.136475
	Iteration 25F: 3 clusters Score -603917.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Entering Unmasked Estep 
Score: -213718.843750 Penalty: 1268.190796
	Iteration 0F: 2 clusters Score -213718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -211352.421875 Penalty: 2536.381592
	Iteration 0F: 3 clusters Score -211352.4 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -211857.312500 Penalty: 2536.381592
	Iteration 1F: 3 clusters Score -211857.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -211968.781250 Penalty: 2536.381592
	Iteration 2F: 3 clusters Score -211968.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -212026.296875 Penalty: 2536.381592
	Iteration 3Q: 3 clusters Score -212026.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -212054.359375 Penalty: 2536.381592
	Iteration 4Q: 3 clusters Score -212054.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -212070.187500 Penalty: 2536.381592
	Iteration 5Q: 3 clusters Score -212070.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -212083.765625 Penalty: 2536.381592
	Iteration 6Q: 3 clusters Score -212083.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -212093.000000 Penalty: 2536.381592
	Iteration 7Q: 3 clusters Score -212093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -212098.656250 Penalty: 2536.381592
	Iteration 8Q: 3 clusters Score -212098.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -212106.968750 Penalty: 2536.381592
	Iteration 9Q: 3 clusters Score -212107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -212115.531250 Penalty: 2536.381592
	Iteration 10Q: 3 clusters Score -212115.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -212126.625000 Penalty: 2536.381592
	Iteration 11Q: 3 clusters Score -212126.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -212137.890625 Penalty: 2536.381592
	Iteration 12Q: 3 clusters Score -212137.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212146.625000 Penalty: 2536.381592
	Iteration 13Q: 3 clusters Score -212146.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -212155.812500 Penalty: 2536.381592
	Iteration 14Q: 3 clusters Score -212155.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -212164.390625 Penalty: 2536.381592
	Iteration 15Q: 3 clusters Score -212164.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212174.625000 Penalty: 2536.381592
	Iteration 16Q: 3 clusters Score -212174.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -212182.375000 Penalty: 2536.381592
	Iteration 17Q: 3 clusters Score -212182.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212186.937500 Penalty: 2536.381592
	Iteration 18Q: 3 clusters Score -212186.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -212192.328125 Penalty: 2536.381592
	Iteration 19Q: 3 clusters Score -212192.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -212198.609375 Penalty: 2536.381592
	Iteration 20F: 3 clusters Score -212198.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -212205.218750 Penalty: 2536.381592
	Iteration 21Q: 3 clusters Score -212205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212212.750000 Penalty: 2536.381592
	Iteration 22Q: 3 clusters Score -212212.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -212223.031250 Penalty: 2536.381592
	Iteration 23Q: 3 clusters Score -212223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -212238.437500 Penalty: 2536.381592
	Iteration 24Q: 3 clusters Score -212238.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212258.984375 Penalty: 2536.381592
	Iteration 25Q: 3 clusters Score -212259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -212277.578125 Penalty: 2536.381592
	Iteration 26Q: 3 clusters Score -212277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212288.890625 Penalty: 2536.381592
	Iteration 27Q: 3 clusters Score -212288.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -212307.203125 Penalty: 2536.381592
	Iteration 28Q: 3 clusters Score -212307.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -212329.203125 Penalty: 2536.381592
	Iteration 29Q: 3 clusters Score -212329.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212351.000000 Penalty: 2536.381592
	Iteration 30Q: 3 clusters Score -212351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -212376.546875 Penalty: 2536.381592
	Iteration 31Q: 3 clusters Score -212376.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212413.421875 Penalty: 2536.381592
	Iteration 32Q: 3 clusters Score -212413.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -212439.921875 Penalty: 2536.381592
	Iteration 33Q: 3 clusters Score -212439.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -212469.687500 Penalty: 2536.381592
	Iteration 34Q: 3 clusters Score -212469.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -212498.859375 Penalty: 2536.381592
	Iteration 35Q: 3 clusters Score -212498.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -212522.765625 Penalty: 2536.381592
	Iteration 36Q: 3 clusters Score -212522.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -212543.078125 Penalty: 2536.381592
	Iteration 37Q: 3 clusters Score -212543.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212557.468750 Penalty: 2536.381592
	Iteration 38Q: 3 clusters Score -212557.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212569.593750 Penalty: 2536.381592
	Iteration 39Q: 3 clusters Score -212569.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -212580.546875 Penalty: 2536.381592
	Iteration 40F: 3 clusters Score -212580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -212597.000000 Penalty: 2536.381592
	Iteration 41Q: 3 clusters Score -212597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -212614.171875 Penalty: 2536.381592
	Iteration 42Q: 3 clusters Score -212614.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -212624.421875 Penalty: 2536.381592
	Iteration 43Q: 3 clusters Score -212624.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -212630.500000 Penalty: 2536.381592
	Iteration 44Q: 3 clusters Score -212630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -212634.312500 Penalty: 2536.381592
	Iteration 45Q: 3 clusters Score -212634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -212637.718750 Penalty: 2536.381592
	Iteration 46Q: 3 clusters Score -212637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -212641.796875 Penalty: 2536.381592
	Iteration 47Q: 3 clusters Score -212641.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -212646.687500 Penalty: 2536.381592
	Iteration 48Q: 3 clusters Score -212646.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -212651.156250 Penalty: 2536.381592
	Iteration 49Q: 3 clusters Score -212651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -212656.140625 Penalty: 2536.381592
	Iteration 50Q: 3 clusters Score -212656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -212662.500000 Penalty: 2536.381592
	Iteration 51Q: 3 clusters Score -212662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -212666.656250 Penalty: 2536.381592
	Iteration 52Q: 3 clusters Score -212666.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -212668.468750 Penalty: 2536.381592
	Iteration 53Q: 3 clusters Score -212668.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -212670.437500 Penalty: 2536.381592
	Iteration 54Q: 3 clusters Score -212670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -212672.546875 Penalty: 2536.381592
	Iteration 55Q: 3 clusters Score -212672.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -212674.218750 Penalty: 2536.381592
	Iteration 56Q: 3 clusters Score -212674.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -212677.687500 Penalty: 2536.381592
	Iteration 57Q: 3 clusters Score -212677.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -212679.343750 Penalty: 2536.381592
	Iteration 58Q: 3 clusters Score -212679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -212682.453125 Penalty: 2536.381592
	Iteration 59Q: 3 clusters Score -212682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -212682.968750 Penalty: 2536.381592
	Iteration 60F: 3 clusters Score -212683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Entering Unmasked Estep 
Score: -460272.687500 Penalty: 1392.003174
	Iteration 0F: 2 clusters Score -460272.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -456108.437500 Penalty: 2784.006348
	Iteration 0F: 3 clusters Score -456108.4 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -457220.406250 Penalty: 2784.006348
	Iteration 1F: 3 clusters Score -457220.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -457405.593750 Penalty: 2784.006348
	Iteration 2F: 3 clusters Score -457405.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -457550.656250 Penalty: 2784.006348
	Iteration 3F: 3 clusters Score -457550.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -457645.687500 Penalty: 2784.006348
	Iteration 4Q: 3 clusters Score -457645.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -457736.000000 Penalty: 2784.006348
	Iteration 5Q: 3 clusters Score -457736 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -457844.187500 Penalty: 2784.006348
	Iteration 6Q: 3 clusters Score -457844.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -457985.906250 Penalty: 2784.006348
	Iteration 7Q: 3 clusters Score -457985.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -458132.375000 Penalty: 2784.006348
	Iteration 8Q: 3 clusters Score -458132.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -458288.281250 Penalty: 2784.006348
	Iteration 9Q: 3 clusters Score -458288.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -458427.250000 Penalty: 2784.006348
	Iteration 10Q: 3 clusters Score -458427.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -458534.968750 Penalty: 2784.006348
	Iteration 11Q: 3 clusters Score -458535 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -458618.125000 Penalty: 2784.006348
	Iteration 12Q: 3 clusters Score -458618.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -458693.875000 Penalty: 2784.006348
	Iteration 13Q: 3 clusters Score -458693.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -458765.531250 Penalty: 2784.006348
	Iteration 14Q: 3 clusters Score -458765.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -458822.687500 Penalty: 2784.006348
	Iteration 15Q: 3 clusters Score -458822.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -458881.312500 Penalty: 2784.006348
	Iteration 16Q: 3 clusters Score -458881.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -458920.875000 Penalty: 2784.006348
	Iteration 17Q: 3 clusters Score -458920.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -458948.218750 Penalty: 2784.006348
	Iteration 18Q: 3 clusters Score -458948.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -458967.843750 Penalty: 2784.006348
	Iteration 19Q: 3 clusters Score -458967.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -458980.000000 Penalty: 2784.006348
	Iteration 20F: 3 clusters Score -458980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -458987.250000 Penalty: 2784.006348
	Iteration 21Q: 3 clusters Score -458987.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -458991.531250 Penalty: 2784.006348
	Iteration 22Q: 3 clusters Score -458991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -458996.281250 Penalty: 2784.006348
	Iteration 23Q: 3 clusters Score -458996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -459000.531250 Penalty: 2784.006348
	Iteration 24Q: 3 clusters Score -459000.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -459003.718750 Penalty: 2784.006348
	Iteration 25Q: 3 clusters Score -459003.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -459006.562500 Penalty: 2784.006348
	Iteration 26Q: 3 clusters Score -459006.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -459012.281250 Penalty: 2784.006348
	Iteration 27Q: 3 clusters Score -459012.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -459018.156250 Penalty: 2784.006348
	Iteration 28Q: 3 clusters Score -459018.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -459019.187500 Penalty: 2784.006348
	Iteration 29Q: 3 clusters Score -459019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -459019.187500 Penalty: 2784.006348
	Iteration 30F: 3 clusters Score -459019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Entering Unmasked Estep 
Score: -119523.492188 Penalty: 1168.239746
	Iteration 0F: 2 clusters Score -119523.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117832.218750 Penalty: 2336.479492
	Iteration 0F: 3 clusters Score -117832.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -118136.343750 Penalty: 2336.479492
	Iteration 1F: 3 clusters Score -118136.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -118239.078125 Penalty: 2336.479492
	Iteration 2F: 3 clusters Score -118239.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -118289.203125 Penalty: 2336.479492
	Iteration 3Q: 3 clusters Score -118289.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -118316.203125 Penalty: 2336.479492
	Iteration 4Q: 3 clusters Score -118316.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118335.375000 Penalty: 2336.479492
	Iteration 5Q: 3 clusters Score -118335.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118352.148438 Penalty: 2336.479492
	Iteration 6Q: 3 clusters Score -118352.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -118362.257812 Penalty: 2336.479492
	Iteration 7Q: 3 clusters Score -118362.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -118366.046875 Penalty: 2336.479492
	Iteration 8Q: 3 clusters Score -118366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118372.320312 Penalty: 2336.479492
	Iteration 9Q: 3 clusters Score -118372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118379.742188 Penalty: 2336.479492
	Iteration 10Q: 3 clusters Score -118379.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118383.929688 Penalty: 2336.479492
	Iteration 11Q: 3 clusters Score -118383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118387.445312 Penalty: 2336.479492
	Iteration 12Q: 3 clusters Score -118387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -118389.328125 Penalty: 2336.479492
	Iteration 13Q: 3 clusters Score -118389.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -118392.382812 Penalty: 2336.479492
	Iteration 14Q: 3 clusters Score -118392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118394.296875 Penalty: 2336.479492
	Iteration 15Q: 3 clusters Score -118394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -118396.539062 Penalty: 2336.479492
	Iteration 16Q: 3 clusters Score -118396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118396.937500 Penalty: 2336.479492
	Iteration 17Q: 3 clusters Score -118396.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -118396.937500 Penalty: 2336.479492
	Iteration 18F: 3 clusters Score -118396.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 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 679 members 
Entering Unmasked Estep 
Score: -122039.132812 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -122039.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -122424.335938 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122424.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122566.109375 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122566.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -122669.945312 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -122669.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -122736.109375 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122736.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -122774.757812 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122774.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -122807.734375 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122807.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -122824.812500 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122824.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -122836.140625 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122836.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -122848.125000 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122848.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -122860.164062 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122860.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -122887.031250 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -122903.820312 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122914.718750 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122914.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -122922.632812 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122922.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122935.093750 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122935.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122952.398438 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122952.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -122971.460938 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122971.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -122991.023438 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -123005.992188 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -123006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -123022.320312 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -123022.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -123043.414062 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -123043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -123054.406250 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -123054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -123058.960938 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -123059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -123064.117188 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -123064.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -123067.382812 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -123067.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -123071.226562 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -123071.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -123073.429688 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -123073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123073.531250 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -123073.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -123073.531250 Penalty: 2356.225830
	Iteration 29F: 3 clusters Score -123073.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20107 members 
Entering Unmasked Estep 
Score: -1802973.625000 Penalty: 1610.183716
	Iteration 0F: 2 clusters Score -1802974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1789413.125000 Penalty: 3220.367432
	Iteration 0F: 3 clusters Score -1789413 nChanged 8916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1794245.250000 Penalty: 3220.367432
	Iteration 1F: 3 clusters Score -1794245 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1794581.875000 Penalty: 3220.367432
	Iteration 2Q: 3 clusters Score -1794582 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1794912.250000 Penalty: 3220.367432
	Iteration 3Q: 3 clusters Score -1794912 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1795292.375000 Penalty: 3220.367432
	Iteration 4Q: 3 clusters Score -1795292 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1795714.750000 Penalty: 3220.367432
	Iteration 5Q: 3 clusters Score -1795715 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1796198.000000 Penalty: 3220.367432
	Iteration 6Q: 3 clusters Score -1796198 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1796707.000000 Penalty: 3220.367432
	Iteration 7Q: 3 clusters Score -1796707 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1797312.000000 Penalty: 3220.367432
	Iteration 8Q: 3 clusters Score -1797312 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1797981.125000 Penalty: 3220.367432
	Iteration 9F: 3 clusters Score -1797981 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1798595.750000 Penalty: 3220.367432
	Iteration 10F: 3 clusters Score -1798596 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1799021.750000 Penalty: 3220.367432
	Iteration 11Q: 3 clusters Score -1799022 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -1799268.000000 Penalty: 3220.367432
	Iteration 12Q: 3 clusters Score -1799268 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1799403.125000 Penalty: 3220.367432
	Iteration 13Q: 3 clusters Score -1799403 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1799499.250000 Penalty: 3220.367432
	Iteration 14Q: 3 clusters Score -1799499 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1799570.500000 Penalty: 3220.367432
	Iteration 15Q: 3 clusters Score -1799570 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1799620.500000 Penalty: 3220.367432
	Iteration 16Q: 3 clusters Score -1799620 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -1799680.250000 Penalty: 3220.367432
	Iteration 17Q: 3 clusters Score -1799680 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1799723.250000 Penalty: 3220.367432
	Iteration 18Q: 3 clusters Score -1799723 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1799761.375000 Penalty: 3220.367432
	Iteration 19Q: 3 clusters Score -1799761 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1799801.750000 Penalty: 3220.367432
	Iteration 20F: 3 clusters Score -1799802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -1799836.625000 Penalty: 3220.367432
	Iteration 21Q: 3 clusters Score -1799837 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1799866.125000 Penalty: 3220.367432
	Iteration 22Q: 3 clusters Score -1799866 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1799889.250000 Penalty: 3220.367432
	Iteration 23Q: 3 clusters Score -1799889 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1799920.000000 Penalty: 3220.367432
	Iteration 24Q: 3 clusters Score -1799920 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1799955.000000 Penalty: 3220.367432
	Iteration 25Q: 3 clusters Score -1799955 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1799982.625000 Penalty: 3220.367432
	Iteration 26Q: 3 clusters Score -1799983 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1800019.625000 Penalty: 3220.367432
	Iteration 27Q: 3 clusters Score -1800020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1800051.875000 Penalty: 3220.367432
	Iteration 28Q: 3 clusters Score -1800052 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1800089.750000 Penalty: 3220.367432
	Iteration 29Q: 3 clusters Score -1800090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1800119.375000 Penalty: 3220.367432
	Iteration 30Q: 3 clusters Score -1800119 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1800157.375000 Penalty: 3220.367432
	Iteration 31Q: 3 clusters Score -1800157 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -1800192.500000 Penalty: 3220.367432
	Iteration 32Q: 3 clusters Score -1800192 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -1800231.500000 Penalty: 3220.367432
	Iteration 33Q: 3 clusters Score -1800232 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -1800270.875000 Penalty: 3220.367432
	Iteration 34Q: 3 clusters Score -1800271 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -1800336.125000 Penalty: 3220.367432
	Iteration 35Q: 3 clusters Score -1800336 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1800411.000000 Penalty: 3220.367432
	Iteration 36Q: 3 clusters Score -1800411 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1800482.625000 Penalty: 3220.367432
	Iteration 37Q: 3 clusters Score -1800483 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1800554.750000 Penalty: 3220.367432
	Iteration 38Q: 3 clusters Score -1800555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -1800628.750000 Penalty: 3220.367432
	Iteration 39Q: 3 clusters Score -1800629 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1800702.750000 Penalty: 3220.367432
	Iteration 40F: 3 clusters Score -1800703 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -1800757.375000 Penalty: 3220.367432
	Iteration 41Q: 3 clusters Score -1800757 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 16123 members 
Entering Unmasked Estep 
Score: -1800821.750000 Penalty: 3220.367432
	Iteration 42Q: 3 clusters Score -1800822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -1800890.500000 Penalty: 3220.367432
	Iteration 43Q: 3 clusters Score -1800890 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -1800955.625000 Penalty: 3220.367432
	Iteration 44Q: 3 clusters Score -1800956 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1801008.250000 Penalty: 3220.367432
	Iteration 45Q: 3 clusters Score -1801008 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -1801078.875000 Penalty: 3220.367432
	Iteration 46Q: 3 clusters Score -1801079 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -1801140.375000 Penalty: 3220.367432
	Iteration 47Q: 3 clusters Score -1801140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1801194.750000 Penalty: 3220.367432
	Iteration 48Q: 3 clusters Score -1801195 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -1801229.375000 Penalty: 3220.367432
	Iteration 49Q: 3 clusters Score -1801229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -1801267.750000 Penalty: 3220.367432
	Iteration 50Q: 3 clusters Score -1801268 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1801300.125000 Penalty: 3220.367432
	Iteration 51Q: 3 clusters Score -1801300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -1801340.875000 Penalty: 3220.367432
	Iteration 52Q: 3 clusters Score -1801341 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -1801371.000000 Penalty: 3220.367432
	Iteration 53Q: 3 clusters Score -1801371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -1801405.500000 Penalty: 3220.367432
	Iteration 54Q: 3 clusters Score -1801406 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -1801432.375000 Penalty: 3220.367432
	Iteration 55Q: 3 clusters Score -1801432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1801456.250000 Penalty: 3220.367432
	Iteration 56Q: 3 clusters Score -1801456 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1801485.500000 Penalty: 3220.367432
	Iteration 57Q: 3 clusters Score -1801486 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1801506.500000 Penalty: 3220.367432
	Iteration 58Q: 3 clusters Score -1801506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1801521.875000 Penalty: 3220.367432
	Iteration 59Q: 3 clusters Score -1801522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1801534.875000 Penalty: 3220.367432
	Iteration 60F: 3 clusters Score -1801535 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -1801545.750000 Penalty: 3220.367432
	Iteration 61Q: 3 clusters Score -1801546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1801561.000000 Penalty: 3220.367432
	Iteration 62Q: 3 clusters Score -1801561 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -1801578.250000 Penalty: 3220.367432
	Iteration 63Q: 3 clusters Score -1801578 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -1801590.125000 Penalty: 3220.367432
	Iteration 64Q: 3 clusters Score -1801590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -1801600.375000 Penalty: 3220.367432
	Iteration 65Q: 3 clusters Score -1801600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -1801609.625000 Penalty: 3220.367432
	Iteration 66Q: 3 clusters Score -1801610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -1801609.125000 Penalty: 3220.367432
	Iteration 67Q: 3 clusters Score -1801609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -1801616.375000 Penalty: 3220.367432
	Iteration 68Q: 3 clusters Score -1801616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1801619.000000 Penalty: 3220.367432
	Iteration 69Q: 3 clusters Score -1801619 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -1801623.875000 Penalty: 3220.367432
	Iteration 70Q: 3 clusters Score -1801624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -1801628.875000 Penalty: 3220.367432
	Iteration 71Q: 3 clusters Score -1801629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -1801638.875000 Penalty: 3220.367432
	Iteration 72Q: 3 clusters Score -1801639 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -1801640.125000 Penalty: 3220.367432
	Iteration 73Q: 3 clusters Score -1801640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1801642.000000 Penalty: 3220.367432
	Iteration 74Q: 3 clusters Score -1801642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1801645.250000 Penalty: 3220.367432
	Iteration 75Q: 3 clusters Score -1801645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1801646.250000 Penalty: 3220.367432
	Iteration 76Q: 3 clusters Score -1801646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -1801650.500000 Penalty: 3220.367432
	Iteration 77Q: 3 clusters Score -1801650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1801651.750000 Penalty: 3220.367432
	Iteration 78Q: 3 clusters Score -1801652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -1801651.375000 Penalty: 3220.367432
	Iteration 79Q: 3 clusters Score -1801651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -1801652.500000 Penalty: 3220.367432
	Iteration 80F: 3 clusters Score -1801652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1801655.125000 Penalty: 3220.367432
	Iteration 81Q: 3 clusters Score -1801655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -1801656.375000 Penalty: 3220.367432
	Iteration 82Q: 3 clusters Score -1801656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -1801660.250000 Penalty: 3220.367432
	Iteration 83Q: 3 clusters Score -1801660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1801664.750000 Penalty: 3220.367432
	Iteration 84Q: 3 clusters Score -1801665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -1801664.000000 Penalty: 3220.367432
	Iteration 85Q: 3 clusters Score -1801664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -1801673.125000 Penalty: 3220.367432
	Iteration 86Q: 3 clusters Score -1801673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -1801673.125000 Penalty: 3220.367432
	Iteration 87Q: 3 clusters Score -1801673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1801681.750000 Penalty: 3220.367432
	Iteration 88Q: 3 clusters Score -1801682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1801683.000000 Penalty: 3220.367432
	Iteration 89Q: 3 clusters Score -1801683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -1801685.250000 Penalty: 3220.367432
	Iteration 90Q: 3 clusters Score -1801685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1801689.625000 Penalty: 3220.367432
	Iteration 91Q: 3 clusters Score -1801690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -1801692.625000 Penalty: 3220.367432
	Iteration 92Q: 3 clusters Score -1801693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1801692.625000 Penalty: 3220.367432
	Iteration 93Q: 3 clusters Score -1801693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1801691.375000 Penalty: 3220.367432
	Iteration 94Q: 3 clusters Score -1801691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1801691.375000 Penalty: 3220.367432
	Iteration 95F: 3 clusters Score -1801691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Entering Unmasked Estep 
Score: -1060521.125000 Penalty: 1518.569946
	Iteration 0F: 2 clusters Score -1060521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1052478.500000 Penalty: 3037.139893
	Iteration 0F: 3 clusters Score -1052478 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1055215.250000 Penalty: 3037.139893
	Iteration 1F: 3 clusters Score -1055215 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1055585.750000 Penalty: 3037.139893
	Iteration 2F: 3 clusters Score -1055586 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1055994.750000 Penalty: 3037.139893
	Iteration 3F: 3 clusters Score -1055995 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1056433.125000 Penalty: 3037.139893
	Iteration 4F: 3 clusters Score -1056433 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1056904.500000 Penalty: 3037.139893
	Iteration 5F: 3 clusters Score -1056904 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1057405.250000 Penalty: 3037.139893
	Iteration 6F: 3 clusters Score -1057405 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1057871.375000 Penalty: 3037.139893
	Iteration 7F: 3 clusters Score -1057871 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1058261.750000 Penalty: 3037.139893
	Iteration 8Q: 3 clusters Score -1058262 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1058577.250000 Penalty: 3037.139893
	Iteration 9Q: 3 clusters Score -1058577 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1058767.250000 Penalty: 3037.139893
	Iteration 10Q: 3 clusters Score -1058767 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1058887.625000 Penalty: 3037.139893
	Iteration 11Q: 3 clusters Score -1058888 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1058981.500000 Penalty: 3037.139893
	Iteration 12Q: 3 clusters Score -1058982 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1059069.500000 Penalty: 3037.139893
	Iteration 13Q: 3 clusters Score -1059070 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1059138.500000 Penalty: 3037.139893
	Iteration 14Q: 3 clusters Score -1059138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1059194.000000 Penalty: 3037.139893
	Iteration 15Q: 3 clusters Score -1059194 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1059236.625000 Penalty: 3037.139893
	Iteration 16Q: 3 clusters Score -1059237 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1059276.750000 Penalty: 3037.139893
	Iteration 17Q: 3 clusters Score -1059277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1059311.875000 Penalty: 3037.139893
	Iteration 18Q: 3 clusters Score -1059312 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1059341.875000 Penalty: 3037.139893
	Iteration 19Q: 3 clusters Score -1059342 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1059365.375000 Penalty: 3037.139893
	Iteration 20F: 3 clusters Score -1059365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1059381.500000 Penalty: 3037.139893
	Iteration 21Q: 3 clusters Score -1059382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1059395.125000 Penalty: 3037.139893
	Iteration 22Q: 3 clusters Score -1059395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1059406.375000 Penalty: 3037.139893
	Iteration 23Q: 3 clusters Score -1059406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1059421.125000 Penalty: 3037.139893
	Iteration 24Q: 3 clusters Score -1059421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1059431.000000 Penalty: 3037.139893
	Iteration 25Q: 3 clusters Score -1059431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1059447.875000 Penalty: 3037.139893
	Iteration 26Q: 3 clusters Score -1059448 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1059458.250000 Penalty: 3037.139893
	Iteration 27Q: 3 clusters Score -1059458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1059464.125000 Penalty: 3037.139893
	Iteration 28Q: 3 clusters Score -1059464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1059471.750000 Penalty: 3037.139893
	Iteration 29Q: 3 clusters Score -1059472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1059475.000000 Penalty: 3037.139893
	Iteration 30Q: 3 clusters Score -1059475 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1059481.000000 Penalty: 3037.139893
	Iteration 31Q: 3 clusters Score -1059481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1059482.000000 Penalty: 3037.139893
	Iteration 32Q: 3 clusters Score -1059482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -1059486.750000 Penalty: 3037.139893
	Iteration 33Q: 3 clusters Score -1059487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1059487.750000 Penalty: 3037.139893
	Iteration 34Q: 3 clusters Score -1059488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1059489.250000 Penalty: 3037.139893
	Iteration 35Q: 3 clusters Score -1059489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1059492.500000 Penalty: 3037.139893
	Iteration 36Q: 3 clusters Score -1059492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1059494.375000 Penalty: 3037.139893
	Iteration 37Q: 3 clusters Score -1059494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1059499.500000 Penalty: 3037.139893
	Iteration 38Q: 3 clusters Score -1059500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1059503.625000 Penalty: 3037.139893
	Iteration 39Q: 3 clusters Score -1059504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1059506.125000 Penalty: 3037.139893
	Iteration 40F: 3 clusters Score -1059506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1059510.750000 Penalty: 3037.139893
	Iteration 41Q: 3 clusters Score -1059511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1059512.875000 Penalty: 3037.139893
	Iteration 42Q: 3 clusters Score -1059513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1059511.875000 Penalty: 3037.139893
	Iteration 43Q: 3 clusters Score -1059512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1059513.375000 Penalty: 3037.139893
	Iteration 44Q: 3 clusters Score -1059513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1059518.250000 Penalty: 3037.139893
	Iteration 45Q: 3 clusters Score -1059518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1059514.625000 Penalty: 3037.139893
	Iteration 46Q: 3 clusters Score -1059515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1059514.875000 Penalty: 3037.139893
	Iteration 47Q: 3 clusters Score -1059515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1059516.500000 Penalty: 3037.139893
	Iteration 48Q: 3 clusters Score -1059516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -1059515.625000 Penalty: 3037.139893
	Iteration 49Q: 3 clusters Score -1059516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1059515.875000 Penalty: 3037.139893
	Iteration 50Q: 3 clusters Score -1059516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1059516.750000 Penalty: 3037.139893
	Iteration 51Q: 3 clusters Score -1059517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1059516.750000 Penalty: 3037.139893
	Iteration 52Q: 3 clusters Score -1059517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1059516.750000 Penalty: 3037.139893
	Iteration 53F: 3 clusters Score -1059517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33305 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 28916 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20107 members 
Mstep: Class 26 contains 11442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817458.000000 Penalty: 53018.050781
Iteration 279Q: 27 clusters Score -2.481746e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 67324 members 
Mstep: Class 3 contains 12875 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33303 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3471 members 
Mstep: Class 15 contains 28915 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1324 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20110 members 
Mstep: Class 26 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817462.000000 Penalty: 53018.050781
Iteration 280F: 27 clusters Score -2.481746e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 67325 members 
Mstep: Class 3 contains 12874 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5864 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33302 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3473 members 
Mstep: Class 15 contains 28912 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6678 members 
Mstep: Class 21 contains 2451 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20111 members 
Mstep: Class 26 contains 11516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817444.000000 Penalty: 53018.050781
Iteration 281Q: 27 clusters Score -2.481744e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 67325 members 
Mstep: Class 3 contains 12876 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33298 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 28913 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2856 members 
Mstep: Class 20 contains 6677 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1323 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20116 members 
Mstep: Class 26 contains 11547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817512.000000 Penalty: 53018.050781
Iteration 282Q: 27 clusters Score -2.481751e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 67323 members 
Mstep: Class 3 contains 12877 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5862 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33296 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3472 members 
Mstep: Class 15 contains 28909 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20118 members 
Mstep: Class 26 contains 11571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817502.000000 Penalty: 53018.050781
Iteration 283Q: 27 clusters Score -2.48175e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 67325 members 
Mstep: Class 3 contains 12879 members 
Mstep: Class 4 contains 4723 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33293 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2857 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20116 members 
Mstep: Class 26 contains 11600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817546.000000 Penalty: 53018.050781
Iteration 284Q: 27 clusters Score -2.481755e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 67325 members 
Mstep: Class 3 contains 12881 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33288 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3475 members 
Mstep: Class 15 contains 28908 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11679 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20119 members 
Mstep: Class 26 contains 11632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817548.000000 Penalty: 53018.050781
Iteration 285Q: 27 clusters Score -2.481755e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 67324 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33286 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3477 members 
Mstep: Class 15 contains 28906 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11677 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20120 members 
Mstep: Class 26 contains 11659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817544.000000 Penalty: 53018.050781
Iteration 286Q: 27 clusters Score -2.481754e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12882 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33282 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3478 members 
Mstep: Class 15 contains 28899 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11676 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6676 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20134 members 
Mstep: Class 26 contains 11679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817524.000000 Penalty: 53018.050781
Iteration 287Q: 27 clusters Score -2.481752e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33279 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3480 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11674 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20143 members 
Mstep: Class 26 contains 11700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817566.000000 Penalty: 53018.050781
Iteration 288Q: 27 clusters Score -2.481757e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12885 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33274 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11672 members 
Mstep: Class 19 contains 2859 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20151 members 
Mstep: Class 26 contains 11714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817594.000000 Penalty: 53018.050781
Iteration 289Q: 27 clusters Score -2.481759e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 67327 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 4724 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 8103 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33274 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3481 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11667 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20161 members 
Mstep: Class 26 contains 11736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817606.000000 Penalty: 53018.050781
Iteration 290Q: 27 clusters Score -2.481761e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 67321 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18300 members 
Mstep: Class 8 contains 8095 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 3482 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11666 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20171 members 
Mstep: Class 26 contains 11755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817582.000000 Penalty: 53018.050781
Iteration 291Q: 27 clusters Score -2.481758e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 67316 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33272 members 
Mstep: Class 13 contains 5731 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28894 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11661 members 
Mstep: Class 19 contains 2860 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20180 members 
Mstep: Class 26 contains 11766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817566.000000 Penalty: 53018.050781
Iteration 292Q: 27 clusters Score -2.481757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 67313 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 5860 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33270 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11658 members 
Mstep: Class 19 contains 2861 members 
Mstep: Class 20 contains 6675 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1325 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20185 members 
Mstep: Class 26 contains 11776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817574.000000 Penalty: 53018.050781
Iteration 293Q: 27 clusters Score -2.481757e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 67313 members 
Mstep: Class 3 contains 12890 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1518 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8092 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33263 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11653 members 
Mstep: Class 19 contains 2862 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20194 members 
Mstep: Class 26 contains 11786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817598.000000 Penalty: 53018.050781
Iteration 294Q: 27 clusters Score -2.48176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 67310 members 
Mstep: Class 3 contains 12890 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33262 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11649 members 
Mstep: Class 19 contains 2863 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20205 members 
Mstep: Class 26 contains 11800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817550.000000 Penalty: 53018.050781
Iteration 295Q: 27 clusters Score -2.481755e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 67306 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 4726 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33257 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11645 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20216 members 
Mstep: Class 26 contains 11817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817584.000000 Penalty: 53018.050781
Iteration 296Q: 27 clusters Score -2.481758e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 67302 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 4728 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33250 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11643 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20225 members 
Mstep: Class 26 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817574.000000 Penalty: 53018.050781
Iteration 297Q: 27 clusters Score -2.481757e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 67301 members 
Mstep: Class 3 contains 12895 members 
Mstep: Class 4 contains 4731 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33247 members 
Mstep: Class 13 contains 5732 members 
Mstep: Class 14 contains 3483 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11641 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20229 members 
Mstep: Class 26 contains 11848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817586.000000 Penalty: 53018.050781
Iteration 298Q: 27 clusters Score -2.481759e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 67297 members 
Mstep: Class 3 contains 12895 members 
Mstep: Class 4 contains 4732 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33246 members 
Mstep: Class 13 contains 5733 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 28891 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11638 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20234 members 
Mstep: Class 26 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817572.000000 Penalty: 53018.050781
Iteration 299Q: 27 clusters Score -2.481757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 67292 members 
Mstep: Class 3 contains 12898 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8080 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33244 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 3484 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11635 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20242 members 
Mstep: Class 26 contains 11860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817592.000000 Penalty: 53018.050781
Iteration 300F: 27 clusters Score -2.481759e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 67288 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1513 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5859 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33239 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 3485 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20250 members 
Mstep: Class 26 contains 11874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817580.000000 Penalty: 53018.050781
Iteration 301Q: 27 clusters Score -2.481758e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 67286 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4737 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8075 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33231 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 3486 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20257 members 
Mstep: Class 26 contains 11877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817588.000000 Penalty: 53018.050781
Iteration 302Q: 27 clusters Score -2.481759e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 67279 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 4738 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5858 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33225 members 
Mstep: Class 13 contains 5735 members 
Mstep: Class 14 contains 3487 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20270 members 
Mstep: Class 26 contains 11883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817568.000000 Penalty: 53018.050781
Iteration 303Q: 27 clusters Score -2.481757e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 67281 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4740 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 5857 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33222 members 
Mstep: Class 13 contains 5736 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 15 contains 28897 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20280 members 
Mstep: Class 26 contains 11891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817568.000000 Penalty: 53018.050781
Iteration 304Q: 27 clusters Score -2.481757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 67278 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33219 members 
Mstep: Class 13 contains 5736 members 
Mstep: Class 14 contains 3492 members 
Mstep: Class 15 contains 28900 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20285 members 
Mstep: Class 26 contains 11896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817582.000000 Penalty: 53018.050781
Iteration 305Q: 27 clusters Score -2.481758e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 67280 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5737 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 11904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817578.000000 Penalty: 53018.050781
Iteration 306Q: 27 clusters Score -2.481758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 67281 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8072 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33209 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28902 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11629 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6674 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20291 members 
Mstep: Class 26 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817550.000000 Penalty: 53018.050781
Iteration 307Q: 27 clusters Score -2.481755e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 67279 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5856 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33208 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28904 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11630 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20290 members 
Mstep: Class 26 contains 11917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817552.000000 Penalty: 53018.050781
Iteration 308Q: 27 clusters Score -2.481755e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 67282 members 
Mstep: Class 3 contains 12916 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 5855 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28902 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6673 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1326 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20296 members 
Mstep: Class 26 contains 11923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817570.000000 Penalty: 53018.050781
Iteration 309Q: 27 clusters Score -2.481757e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 67284 members 
Mstep: Class 3 contains 12917 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5854 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1328 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20302 members 
Mstep: Class 26 contains 11930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817584.000000 Penalty: 53018.050781
Iteration 310Q: 27 clusters Score -2.481758e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 67280 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8069 members 
Mstep: Class 9 contains 5854 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1331 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20304 members 
Mstep: Class 26 contains 11938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817598.000000 Penalty: 53018.050781
Iteration 311Q: 27 clusters Score -2.48176e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 67277 members 
Mstep: Class 3 contains 12918 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5852 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28903 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20309 members 
Mstep: Class 26 contains 11945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817604.000000 Penalty: 53018.050781
Iteration 312Q: 27 clusters Score -2.48176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 67279 members 
Mstep: Class 3 contains 12920 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5738 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28902 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20311 members 
Mstep: Class 26 contains 11949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817602.000000 Penalty: 53018.050781
Iteration 313Q: 27 clusters Score -2.48176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 67276 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5739 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11634 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5249 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20313 members 
Mstep: Class 26 contains 11953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817594.000000 Penalty: 53018.050781
Iteration 314Q: 27 clusters Score -2.481759e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 67271 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 18296 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33213 members 
Mstep: Class 13 contains 5740 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28899 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11631 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20317 members 
Mstep: Class 26 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817596.000000 Penalty: 53018.050781
Iteration 315Q: 27 clusters Score -2.48176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 67270 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33219 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11626 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20319 members 
Mstep: Class 26 contains 11962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817586.000000 Penalty: 53018.050781
Iteration 316Q: 27 clusters Score -2.481759e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 67270 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8071 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33218 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28898 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20322 members 
Mstep: Class 26 contains 11971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817562.000000 Penalty: 53018.050781
Iteration 317Q: 27 clusters Score -2.481756e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 67269 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1454 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 33216 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20332 members 
Mstep: Class 26 contains 11974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817574.000000 Penalty: 53018.050781
Iteration 318Q: 27 clusters Score -2.481757e+07 nChanged 32
Entering ConstructFrom: 
Score: -24817574.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (13369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Entering Unmasked Estep 
Score: -1252814.875000 Penalty: 1543.862793
	Iteration 0F: 2 clusters Score -1252815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1243508.500000 Penalty: 3087.725586
	Iteration 0F: 3 clusters Score -1243508 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1246604.125000 Penalty: 3087.725586
	Iteration 1F: 3 clusters Score -1246604 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1246869.375000 Penalty: 3087.725586
	Iteration 2F: 3 clusters Score -1246869 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1247093.000000 Penalty: 3087.725586
	Iteration 3Q: 3 clusters Score -1247093 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1247291.000000 Penalty: 3087.725586
	Iteration 4Q: 3 clusters Score -1247291 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1247481.750000 Penalty: 3087.725586
	Iteration 5Q: 3 clusters Score -1247482 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1247676.750000 Penalty: 3087.725586
	Iteration 6Q: 3 clusters Score -1247677 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1247888.250000 Penalty: 3087.725586
	Iteration 7Q: 3 clusters Score -1247888 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1248141.250000 Penalty: 3087.725586
	Iteration 8Q: 3 clusters Score -1248141 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1248464.250000 Penalty: 3087.725586
	Iteration 9Q: 3 clusters Score -1248464 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1248835.000000 Penalty: 3087.725586
	Iteration 10Q: 3 clusters Score -1248835 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -1249275.875000 Penalty: 3087.725586
	Iteration 11Q: 3 clusters Score -1249276 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1249755.375000 Penalty: 3087.725586
	Iteration 12Q: 3 clusters Score -1249755 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1250186.375000 Penalty: 3087.725586
	Iteration 13Q: 3 clusters Score -1250186 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1250532.625000 Penalty: 3087.725586
	Iteration 14Q: 3 clusters Score -1250533 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1250805.875000 Penalty: 3087.725586
	Iteration 15Q: 3 clusters Score -1250806 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1250991.375000 Penalty: 3087.725586
	Iteration 16Q: 3 clusters Score -1250991 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1251149.875000 Penalty: 3087.725586
	Iteration 17Q: 3 clusters Score -1251150 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1251260.875000 Penalty: 3087.725586
	Iteration 18Q: 3 clusters Score -1251261 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1251330.875000 Penalty: 3087.725586
	Iteration 19Q: 3 clusters Score -1251331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1251372.625000 Penalty: 3087.725586
	Iteration 20F: 3 clusters Score -1251373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1251406.500000 Penalty: 3087.725586
	Iteration 21Q: 3 clusters Score -1251406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1251430.250000 Penalty: 3087.725586
	Iteration 22Q: 3 clusters Score -1251430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1251450.250000 Penalty: 3087.725586
	Iteration 23Q: 3 clusters Score -1251450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1251472.625000 Penalty: 3087.725586
	Iteration 24Q: 3 clusters Score -1251473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1251491.875000 Penalty: 3087.725586
	Iteration 25Q: 3 clusters Score -1251492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1251496.625000 Penalty: 3087.725586
	Iteration 26Q: 3 clusters Score -1251497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1251501.750000 Penalty: 3087.725586
	Iteration 27Q: 3 clusters Score -1251502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1251504.000000 Penalty: 3087.725586
	Iteration 28Q: 3 clusters Score -1251504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1251509.125000 Penalty: 3087.725586
	Iteration 29Q: 3 clusters Score -1251509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1251512.250000 Penalty: 3087.725586
	Iteration 30Q: 3 clusters Score -1251512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1251514.125000 Penalty: 3087.725586
	Iteration 31Q: 3 clusters Score -1251514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1251514.250000 Penalty: 3087.725586
	Iteration 32Q: 3 clusters Score -1251514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1251514.250000 Penalty: 3087.725586
	Iteration 33F: 3 clusters Score -1251514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67269 members 
Entering Unmasked Estep 
Score: -6242735.500000 Penalty: 1806.423950
	Iteration 0F: 2 clusters Score -6242736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -6198007.000000 Penalty: 3612.847900
	Iteration 0F: 3 clusters Score -6198007 nChanged 31867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -6216166.000000 Penalty: 3612.847900
	Iteration 1F: 3 clusters Score -6216166 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -6216892.000000 Penalty: 3612.847900
	Iteration 2Q: 3 clusters Score -6216892 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -6217650.500000 Penalty: 3612.847900
	Iteration 3Q: 3 clusters Score -6217650 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -6218693.000000 Penalty: 3612.847900
	Iteration 4Q: 3 clusters Score -6218693 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -6220149.500000 Penalty: 3612.847900
	Iteration 5Q: 3 clusters Score -6220150 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -6222219.000000 Penalty: 3612.847900
	Iteration 6F: 3 clusters Score -6222219 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -6225046.500000 Penalty: 3612.847900
	Iteration 7F: 3 clusters Score -6225046 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6228456.000000 Penalty: 3612.847900
	Iteration 8F: 3 clusters Score -6228456 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 48810 members 
Entering Unmasked Estep 
Score: -6231328.500000 Penalty: 3612.847900
	Iteration 9F: 3 clusters Score -6231328 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -6233144.000000 Penalty: 3612.847900
	Iteration 10Q: 3 clusters Score -6233144 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 51855 members 
Entering Unmasked Estep 
Score: -6234194.000000 Penalty: 3612.847900
	Iteration 11Q: 3 clusters Score -6234194 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 53097 members 
Entering Unmasked Estep 
Score: -6234825.000000 Penalty: 3612.847900
	Iteration 12Q: 3 clusters Score -6234825 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -6235407.000000 Penalty: 3612.847900
	Iteration 13Q: 3 clusters Score -6235407 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 55483 members 
Entering Unmasked Estep 
Score: -6235923.000000 Penalty: 3612.847900
	Iteration 14Q: 3 clusters Score -6235923 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -6236470.500000 Penalty: 3612.847900
	Iteration 15Q: 3 clusters Score -6236470 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -6236935.500000 Penalty: 3612.847900
	Iteration 16Q: 3 clusters Score -6236936 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 58661 members 
Entering Unmasked Estep 
Score: -6237427.500000 Penalty: 3612.847900
	Iteration 17Q: 3 clusters Score -6237428 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -6237879.000000 Penalty: 3612.847900
	Iteration 18Q: 3 clusters Score -6237879 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 60535 members 
Entering Unmasked Estep 
Score: -6238270.500000 Penalty: 3612.847900
	Iteration 19Q: 3 clusters Score -6238270 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -6238655.000000 Penalty: 3612.847900
	Iteration 20F: 3 clusters Score -6238655 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 62090 members 
Entering Unmasked Estep 
Score: -6239016.500000 Penalty: 3612.847900
	Iteration 21Q: 3 clusters Score -6239016 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -6239354.000000 Penalty: 3612.847900
	Iteration 22Q: 3 clusters Score -6239354 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 63332 members 
Entering Unmasked Estep 
Score: -6239649.500000 Penalty: 3612.847900
	Iteration 23Q: 3 clusters Score -6239650 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -6239914.000000 Penalty: 3612.847900
	Iteration 24Q: 3 clusters Score -6239914 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 64250 members 
Entering Unmasked Estep 
Score: -6240105.000000 Penalty: 3612.847900
	Iteration 25Q: 3 clusters Score -6240105 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -6240264.500000 Penalty: 3612.847900
	Iteration 26Q: 3 clusters Score -6240264 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -6240410.000000 Penalty: 3612.847900
	Iteration 27Q: 3 clusters Score -6240410 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 65181 members 
Entering Unmasked Estep 
Score: -6240545.500000 Penalty: 3612.847900
	Iteration 28Q: 3 clusters Score -6240546 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 65421 members 
Entering Unmasked Estep 
Score: -6240670.500000 Penalty: 3612.847900
	Iteration 29Q: 3 clusters Score -6240670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 65631 members 
Entering Unmasked Estep 
Score: -6240741.500000 Penalty: 3612.847900
	Iteration 30Q: 3 clusters Score -6240742 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -6240800.500000 Penalty: 3612.847900
	Iteration 31Q: 3 clusters Score -6240800 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -6240874.000000 Penalty: 3612.847900
	Iteration 32Q: 3 clusters Score -6240874 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 66079 members 
Entering Unmasked Estep 
Score: -6240943.000000 Penalty: 3612.847900
	Iteration 33Q: 3 clusters Score -6240943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -6241016.500000 Penalty: 3612.847900
	Iteration 34Q: 3 clusters Score -6241016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -6241043.000000 Penalty: 3612.847900
	Iteration 35Q: 3 clusters Score -6241043 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -6241064.000000 Penalty: 3612.847900
	Iteration 36Q: 3 clusters Score -6241064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66379 members 
Entering Unmasked Estep 
Score: -6241106.000000 Penalty: 3612.847900
	Iteration 37Q: 3 clusters Score -6241106 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -6241116.500000 Penalty: 3612.847900
	Iteration 38Q: 3 clusters Score -6241116 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 66473 members 
Entering Unmasked Estep 
Score: -6241141.500000 Penalty: 3612.847900
	Iteration 39Q: 3 clusters Score -6241142 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 66502 members 
Entering Unmasked Estep 
Score: -6241155.500000 Penalty: 3612.847900
	Iteration 40F: 3 clusters Score -6241156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 66529 members 
Entering Unmasked Estep 
Score: -6241180.500000 Penalty: 3612.847900
	Iteration 41Q: 3 clusters Score -6241180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 66553 members 
Entering Unmasked Estep 
Score: -6241185.000000 Penalty: 3612.847900
	Iteration 42Q: 3 clusters Score -6241185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -6241218.500000 Penalty: 3612.847900
	Iteration 43Q: 3 clusters Score -6241218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -6241221.000000 Penalty: 3612.847900
	Iteration 44Q: 3 clusters Score -6241221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66622 members 
Entering Unmasked Estep 
Score: -6241226.000000 Penalty: 3612.847900
	Iteration 45Q: 3 clusters Score -6241226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 66633 members 
Entering Unmasked Estep 
Score: -6241236.000000 Penalty: 3612.847900
	Iteration 46Q: 3 clusters Score -6241236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 66641 members 
Entering Unmasked Estep 
Score: -6241247.500000 Penalty: 3612.847900
	Iteration 47Q: 3 clusters Score -6241248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 66651 members 
Entering Unmasked Estep 
Score: -6241238.000000 Penalty: 3612.847900
	Iteration 48Q: 3 clusters Score -6241238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 66659 members 
Entering Unmasked Estep 
Score: -6241243.000000 Penalty: 3612.847900
	Iteration 49Q: 3 clusters Score -6241243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -6241245.500000 Penalty: 3612.847900
	Iteration 50Q: 3 clusters Score -6241246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 66675 members 
Entering Unmasked Estep 
Score: -6241248.500000 Penalty: 3612.847900
	Iteration 51Q: 3 clusters Score -6241248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 66681 members 
Entering Unmasked Estep 
Score: -6241250.000000 Penalty: 3612.847900
	Iteration 52Q: 3 clusters Score -6241250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -6241246.000000 Penalty: 3612.847900
	Iteration 53Q: 3 clusters Score -6241246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -6241249.500000 Penalty: 3612.847900
	Iteration 54Q: 3 clusters Score -6241250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 66692 members 
Entering Unmasked Estep 
Score: -6241250.000000 Penalty: 3612.847900
	Iteration 55Q: 3 clusters Score -6241250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 66693 members 
Entering Unmasked Estep 
Score: -6241256.500000 Penalty: 3612.847900
	Iteration 56Q: 3 clusters Score -6241256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -6241254.000000 Penalty: 3612.847900
	Iteration 57Q: 3 clusters Score -6241254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 66694 members 
Entering Unmasked Estep 
Score: -6241254.000000 Penalty: 3612.847900
	Iteration 58F: 3 clusters Score -6241254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Entering Unmasked Estep 
Score: -1180888.875000 Penalty: 1538.374268
	Iteration 0F: 2 clusters Score -1180889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1171834.625000 Penalty: 3076.748535
	Iteration 0F: 3 clusters Score -1171835 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1174953.750000 Penalty: 3076.748535
	Iteration 1F: 3 clusters Score -1174954 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1175289.375000 Penalty: 3076.748535
	Iteration 2F: 3 clusters Score -1175289 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1175639.625000 Penalty: 3076.748535
	Iteration 3F: 3 clusters Score -1175640 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1176011.875000 Penalty: 3076.748535
	Iteration 4F: 3 clusters Score -1176012 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1176361.500000 Penalty: 3076.748535
	Iteration 5F: 3 clusters Score -1176362 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1176686.500000 Penalty: 3076.748535
	Iteration 6Q: 3 clusters Score -1176686 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1176999.250000 Penalty: 3076.748535
	Iteration 7Q: 3 clusters Score -1176999 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1177318.375000 Penalty: 3076.748535
	Iteration 8Q: 3 clusters Score -1177318 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1177650.750000 Penalty: 3076.748535
	Iteration 9Q: 3 clusters Score -1177651 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1178037.375000 Penalty: 3076.748535
	Iteration 10Q: 3 clusters Score -1178037 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1178468.625000 Penalty: 3076.748535
	Iteration 11Q: 3 clusters Score -1178469 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1178869.625000 Penalty: 3076.748535
	Iteration 12Q: 3 clusters Score -1178870 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1179220.250000 Penalty: 3076.748535
	Iteration 13Q: 3 clusters Score -1179220 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1179482.000000 Penalty: 3076.748535
	Iteration 14Q: 3 clusters Score -1179482 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1179675.250000 Penalty: 3076.748535
	Iteration 15Q: 3 clusters Score -1179675 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1179819.375000 Penalty: 3076.748535
	Iteration 16Q: 3 clusters Score -1179819 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1179908.125000 Penalty: 3076.748535
	Iteration 17Q: 3 clusters Score -1179908 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1179959.500000 Penalty: 3076.748535
	Iteration 18Q: 3 clusters Score -1179960 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1179995.000000 Penalty: 3076.748535
	Iteration 19Q: 3 clusters Score -1179995 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1180034.625000 Penalty: 3076.748535
	Iteration 20F: 3 clusters Score -1180035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1180067.375000 Penalty: 3076.748535
	Iteration 21Q: 3 clusters Score -1180067 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1180092.750000 Penalty: 3076.748535
	Iteration 22Q: 3 clusters Score -1180093 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1180115.875000 Penalty: 3076.748535
	Iteration 23Q: 3 clusters Score -1180116 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1180134.000000 Penalty: 3076.748535
	Iteration 24Q: 3 clusters Score -1180134 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1180142.125000 Penalty: 3076.748535
	Iteration 25Q: 3 clusters Score -1180142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1180153.500000 Penalty: 3076.748535
	Iteration 26Q: 3 clusters Score -1180154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1180163.000000 Penalty: 3076.748535
	Iteration 27Q: 3 clusters Score -1180163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1180173.250000 Penalty: 3076.748535
	Iteration 28Q: 3 clusters Score -1180173 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1180180.000000 Penalty: 3076.748535
	Iteration 29Q: 3 clusters Score -1180180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1180185.875000 Penalty: 3076.748535
	Iteration 30Q: 3 clusters Score -1180186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1180189.750000 Penalty: 3076.748535
	Iteration 31Q: 3 clusters Score -1180190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1180195.125000 Penalty: 3076.748535
	Iteration 32Q: 3 clusters Score -1180195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1180204.250000 Penalty: 3076.748535
	Iteration 33Q: 3 clusters Score -1180204 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1180212.500000 Penalty: 3076.748535
	Iteration 34Q: 3 clusters Score -1180212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1180217.250000 Penalty: 3076.748535
	Iteration 35Q: 3 clusters Score -1180217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1180221.375000 Penalty: 3076.748535
	Iteration 36Q: 3 clusters Score -1180221 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1180229.875000 Penalty: 3076.748535
	Iteration 37Q: 3 clusters Score -1180230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1180235.750000 Penalty: 3076.748535
	Iteration 38Q: 3 clusters Score -1180236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1180241.625000 Penalty: 3076.748535
	Iteration 39Q: 3 clusters Score -1180242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1180244.125000 Penalty: 3076.748535
	Iteration 40F: 3 clusters Score -1180244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1180250.125000 Penalty: 3076.748535
	Iteration 41Q: 3 clusters Score -1180250 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1180255.875000 Penalty: 3076.748535
	Iteration 42Q: 3 clusters Score -1180256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1180261.500000 Penalty: 3076.748535
	Iteration 43Q: 3 clusters Score -1180262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -1180266.375000 Penalty: 3076.748535
	Iteration 44Q: 3 clusters Score -1180266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1180268.875000 Penalty: 3076.748535
	Iteration 45Q: 3 clusters Score -1180269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1180269.125000 Penalty: 3076.748535
	Iteration 46Q: 3 clusters Score -1180269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1180274.625000 Penalty: 3076.748535
	Iteration 47Q: 3 clusters Score -1180275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1180283.750000 Penalty: 3076.748535
	Iteration 48Q: 3 clusters Score -1180284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1180282.000000 Penalty: 3076.748535
	Iteration 49Q: 3 clusters Score -1180282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1180288.125000 Penalty: 3076.748535
	Iteration 50Q: 3 clusters Score -1180288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1180289.500000 Penalty: 3076.748535
	Iteration 51Q: 3 clusters Score -1180290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1180291.375000 Penalty: 3076.748535
	Iteration 52Q: 3 clusters Score -1180291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1180291.625000 Penalty: 3076.748535
	Iteration 53Q: 3 clusters Score -1180292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1180294.375000 Penalty: 3076.748535
	Iteration 54Q: 3 clusters Score -1180294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1180293.000000 Penalty: 3076.748535
	Iteration 55Q: 3 clusters Score -1180293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1180298.750000 Penalty: 3076.748535
	Iteration 56Q: 3 clusters Score -1180299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1180300.375000 Penalty: 3076.748535
	Iteration 57Q: 3 clusters Score -1180300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1180301.375000 Penalty: 3076.748535
	Iteration 58Q: 3 clusters Score -1180301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1180303.250000 Penalty: 3076.748535
	Iteration 59Q: 3 clusters Score -1180303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1180305.625000 Penalty: 3076.748535
	Iteration 60F: 3 clusters Score -1180306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1180305.375000 Penalty: 3076.748535
	Iteration 61Q: 3 clusters Score -1180305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1180304.500000 Penalty: 3076.748535
	Iteration 62Q: 3 clusters Score -1180304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1180305.375000 Penalty: 3076.748535
	Iteration 63Q: 3 clusters Score -1180305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1180304.250000 Penalty: 3076.748535
	Iteration 64Q: 3 clusters Score -1180304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1180303.375000 Penalty: 3076.748535
	Iteration 65Q: 3 clusters Score -1180303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1180304.375000 Penalty: 3076.748535
	Iteration 66Q: 3 clusters Score -1180304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1180306.125000 Penalty: 3076.748535
	Iteration 67Q: 3 clusters Score -1180306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1180304.625000 Penalty: 3076.748535
	Iteration 68Q: 3 clusters Score -1180305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1180303.000000 Penalty: 3076.748535
	Iteration 69Q: 3 clusters Score -1180303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1180304.500000 Penalty: 3076.748535
	Iteration 70Q: 3 clusters Score -1180304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1180303.125000 Penalty: 3076.748535
	Iteration 71Q: 3 clusters Score -1180303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1180304.375000 Penalty: 3076.748535
	Iteration 72Q: 3 clusters Score -1180304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1180305.125000 Penalty: 3076.748535
	Iteration 73Q: 3 clusters Score -1180305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1180306.125000 Penalty: 3076.748535
	Iteration 74Q: 3 clusters Score -1180306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1180306.500000 Penalty: 3076.748535
	Iteration 75Q: 3 clusters Score -1180306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1180306.625000 Penalty: 3076.748535
	Iteration 76Q: 3 clusters Score -1180307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1180306.375000 Penalty: 3076.748535
	Iteration 77Q: 3 clusters Score -1180306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1180307.250000 Penalty: 3076.748535
	Iteration 78Q: 3 clusters Score -1180307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1180307.250000 Penalty: 3076.748535
	Iteration 79F: 3 clusters Score -1180307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Entering Unmasked Estep 
Score: -383230.187500 Penalty: 1375.606079
	Iteration 0F: 2 clusters Score -383230.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -379421.062500 Penalty: 2751.212158
	Iteration 0F: 3 clusters Score -379421.1 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -380660.468750 Penalty: 2751.212158
	Iteration 1F: 3 clusters Score -380660.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -381138.406250 Penalty: 2751.212158
	Iteration 2F: 3 clusters Score -381138.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -381572.093750 Penalty: 2751.212158
	Iteration 3F: 3 clusters Score -381572.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -381872.812500 Penalty: 2751.212158
	Iteration 4F: 3 clusters Score -381872.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -382090.968750 Penalty: 2751.212158
	Iteration 5F: 3 clusters Score -382091 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -382228.906250 Penalty: 2751.212158
	Iteration 6Q: 3 clusters Score -382228.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -382345.343750 Penalty: 2751.212158
	Iteration 7Q: 3 clusters Score -382345.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -382465.312500 Penalty: 2751.212158
	Iteration 8Q: 3 clusters Score -382465.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -382565.687500 Penalty: 2751.212158
	Iteration 9Q: 3 clusters Score -382565.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -382651.187500 Penalty: 2751.212158
	Iteration 10Q: 3 clusters Score -382651.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -382714.656250 Penalty: 2751.212158
	Iteration 11Q: 3 clusters Score -382714.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -382776.000000 Penalty: 2751.212158
	Iteration 12Q: 3 clusters Score -382776 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -382846.375000 Penalty: 2751.212158
	Iteration 13Q: 3 clusters Score -382846.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -382919.937500 Penalty: 2751.212158
	Iteration 14Q: 3 clusters Score -382919.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -382980.687500 Penalty: 2751.212158
	Iteration 15Q: 3 clusters Score -382980.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -383017.343750 Penalty: 2751.212158
	Iteration 16Q: 3 clusters Score -383017.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -383050.781250 Penalty: 2751.212158
	Iteration 17Q: 3 clusters Score -383050.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -383073.687500 Penalty: 2751.212158
	Iteration 18Q: 3 clusters Score -383073.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -383090.187500 Penalty: 2751.212158
	Iteration 19Q: 3 clusters Score -383090.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -383110.875000 Penalty: 2751.212158
	Iteration 20F: 3 clusters Score -383110.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -383136.187500 Penalty: 2751.212158
	Iteration 21Q: 3 clusters Score -383136.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -383153.156250 Penalty: 2751.212158
	Iteration 22Q: 3 clusters Score -383153.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -383168.500000 Penalty: 2751.212158
	Iteration 23Q: 3 clusters Score -383168.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -383188.187500 Penalty: 2751.212158
	Iteration 24Q: 3 clusters Score -383188.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -383210.468750 Penalty: 2751.212158
	Iteration 25Q: 3 clusters Score -383210.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -383233.281250 Penalty: 2751.212158
	Iteration 26Q: 3 clusters Score -383233.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -383254.062500 Penalty: 2751.212158
	Iteration 27Q: 3 clusters Score -383254.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -383278.906250 Penalty: 2751.212158
	Iteration 28Q: 3 clusters Score -383278.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -383305.125000 Penalty: 2751.212158
	Iteration 29Q: 3 clusters Score -383305.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -383329.687500 Penalty: 2751.212158
	Iteration 30Q: 3 clusters Score -383329.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -383347.312500 Penalty: 2751.212158
	Iteration 31Q: 3 clusters Score -383347.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -383358.156250 Penalty: 2751.212158
	Iteration 32Q: 3 clusters Score -383358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -383362.562500 Penalty: 2751.212158
	Iteration 33Q: 3 clusters Score -383362.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -383364.187500 Penalty: 2751.212158
	Iteration 34Q: 3 clusters Score -383364.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -383365.000000 Penalty: 2751.212158
	Iteration 35Q: 3 clusters Score -383365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -383366.531250 Penalty: 2751.212158
	Iteration 36Q: 3 clusters Score -383366.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -383368.656250 Penalty: 2751.212158
	Iteration 37Q: 3 clusters Score -383368.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -383369.656250 Penalty: 2751.212158
	Iteration 38Q: 3 clusters Score -383369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -383370.781250 Penalty: 2751.212158
	Iteration 39Q: 3 clusters Score -383370.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -383370.031250 Penalty: 2751.212158
	Iteration 40F: 3 clusters Score -383370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -383371.593750 Penalty: 2751.212158
	Iteration 41Q: 3 clusters Score -383371.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -383371.781250 Penalty: 2751.212158
	Iteration 42Q: 3 clusters Score -383371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -383373.468750 Penalty: 2751.212158
	Iteration 43Q: 3 clusters Score -383373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -383374.531250 Penalty: 2751.212158
	Iteration 44Q: 3 clusters Score -383374.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -383375.156250 Penalty: 2751.212158
	Iteration 45Q: 3 clusters Score -383375.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -383375.031250 Penalty: 2751.212158
	Iteration 46Q: 3 clusters Score -383375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -383377.187500 Penalty: 2751.212158
	Iteration 47Q: 3 clusters Score -383377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -383378.812500 Penalty: 2751.212158
	Iteration 48Q: 3 clusters Score -383378.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -383379.187500 Penalty: 2751.212158
	Iteration 49Q: 3 clusters Score -383379.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -383379.781250 Penalty: 2751.212158
	Iteration 50Q: 3 clusters Score -383379.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -383381.343750 Penalty: 2751.212158
	Iteration 51Q: 3 clusters Score -383381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -383381.406250 Penalty: 2751.212158
	Iteration 52Q: 3 clusters Score -383381.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -383380.875000 Penalty: 2751.212158
	Iteration 53Q: 3 clusters Score -383380.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -383382.500000 Penalty: 2751.212158
	Iteration 54Q: 3 clusters Score -383382.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -383383.250000 Penalty: 2751.212158
	Iteration 55Q: 3 clusters Score -383383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -383383.468750 Penalty: 2751.212158
	Iteration 56Q: 3 clusters Score -383383.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -383383.781250 Penalty: 2751.212158
	Iteration 57Q: 3 clusters Score -383383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -383383.781250 Penalty: 2751.212158
	Iteration 58F: 3 clusters Score -383383.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 67269 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 802 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8069 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20341 members 
Mstep: Class 26 contains 11975 members 
Mstep: Class 27 contains 3945 members 
Entering Unmasked Estep 
Score: -24817082.000000 Penalty: 55057.207031
Splitting cluster 4 changes total score from -24817574.000000 to -24817082.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -234799.937500 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -234799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -232318.265625 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -232318.3 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -232920.062500 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -232920.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -233074.562500 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -233074.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233167.781250 Penalty: 2555.811523
	Iteration 3F: 3 clusters Score -233167.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -233222.281250 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -233222.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -233262.765625 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -233262.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -233297.968750 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -233298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -233315.171875 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -233315.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -233326.000000 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -233326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -233340.359375 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -233340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -233348.718750 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -233348.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -233353.656250 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -233353.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233359.875000 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -233359.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233366.546875 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -233366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -233369.625000 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -233369.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233370.937500 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -233370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233371.343750 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -233371.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -233371.734375 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -233371.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -233374.671875 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -233374.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -233375.281250 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -233375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -233375.546875 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -233375.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -233376.250000 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -233376.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -233376.734375 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -233376.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -233377.734375 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -233377.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -233378.765625 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -233378.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -233382.000000 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -233382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -233385.265625 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -233385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233389.046875 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -233389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233391.187500 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -233391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -233392.984375 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -233393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233394.765625 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -233394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -233395.593750 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -233395.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233396.875000 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -233396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233398.078125 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -233398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233399.531250 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -233399.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -233400.921875 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -233400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -233400.921875 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -233400.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -233401.421875 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -233401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -233401.437500 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -233401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -233401.437500 Penalty: 2555.811523
	Iteration 39F: 3 clusters Score -233401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Entering Unmasked Estep 
Score: -121475.734375 Penalty: 1182.889282
	Iteration 0F: 2 clusters Score -121475.7 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 723 members 
Entering Unmasked Estep 
Score: -119716.632812 Penalty: 2365.778564
	Iteration 0F: 3 clusters Score -119716.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -120092.531250 Penalty: 2365.778564
	Iteration 1F: 3 clusters Score -120092.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -120187.343750 Penalty: 2365.778564
	Iteration 2F: 3 clusters Score -120187.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120232.289062 Penalty: 2365.778564
	Iteration 3Q: 3 clusters Score -120232.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120260.312500 Penalty: 2365.778564
	Iteration 4Q: 3 clusters Score -120260.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120281.296875 Penalty: 2365.778564
	Iteration 5Q: 3 clusters Score -120281.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120294.492188 Penalty: 2365.778564
	Iteration 6Q: 3 clusters Score -120294.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120304.453125 Penalty: 2365.778564
	Iteration 7Q: 3 clusters Score -120304.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -120319.648438 Penalty: 2365.778564
	Iteration 8Q: 3 clusters Score -120319.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -120334.695312 Penalty: 2365.778564
	Iteration 9Q: 3 clusters Score -120334.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120349.062500 Penalty: 2365.778564
	Iteration 10Q: 3 clusters Score -120349.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120354.109375 Penalty: 2365.778564
	Iteration 11Q: 3 clusters Score -120354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120359.750000 Penalty: 2365.778564
	Iteration 12Q: 3 clusters Score -120359.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120363.226562 Penalty: 2365.778564
	Iteration 13Q: 3 clusters Score -120363.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120367.976562 Penalty: 2365.778564
	Iteration 14Q: 3 clusters Score -120368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120373.367188 Penalty: 2365.778564
	Iteration 15Q: 3 clusters Score -120373.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -120378.164062 Penalty: 2365.778564
	Iteration 16Q: 3 clusters Score -120378.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -120385.242188 Penalty: 2365.778564
	Iteration 17Q: 3 clusters Score -120385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -120394.195312 Penalty: 2365.778564
	Iteration 18Q: 3 clusters Score -120394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -120399.664062 Penalty: 2365.778564
	Iteration 19Q: 3 clusters Score -120399.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -120401.390625 Penalty: 2365.778564
	Iteration 20F: 3 clusters Score -120401.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120404.265625 Penalty: 2365.778564
	Iteration 21Q: 3 clusters Score -120404.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120407.734375 Penalty: 2365.778564
	Iteration 22Q: 3 clusters Score -120407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -120411.804688 Penalty: 2365.778564
	Iteration 23Q: 3 clusters Score -120411.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -120414.960938 Penalty: 2365.778564
	Iteration 24Q: 3 clusters Score -120415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120422.000000 Penalty: 2365.778564
	Iteration 25Q: 3 clusters Score -120422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120430.976562 Penalty: 2365.778564
	Iteration 26Q: 3 clusters Score -120431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120438.578125 Penalty: 2365.778564
	Iteration 27Q: 3 clusters Score -120438.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -120445.773438 Penalty: 2365.778564
	Iteration 28Q: 3 clusters Score -120445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -120450.390625 Penalty: 2365.778564
	Iteration 29Q: 3 clusters Score -120450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120455.570312 Penalty: 2365.778564
	Iteration 30Q: 3 clusters Score -120455.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -120458.656250 Penalty: 2365.778564
	Iteration 31Q: 3 clusters Score -120458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120462.046875 Penalty: 2365.778564
	Iteration 32Q: 3 clusters Score -120462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120465.164062 Penalty: 2365.778564
	Iteration 33Q: 3 clusters Score -120465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -120466.468750 Penalty: 2365.778564
	Iteration 34Q: 3 clusters Score -120466.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -120469.226562 Penalty: 2365.778564
	Iteration 35Q: 3 clusters Score -120469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -120469.867188 Penalty: 2365.778564
	Iteration 36Q: 3 clusters Score -120469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120470.695312 Penalty: 2365.778564
	Iteration 37Q: 3 clusters Score -120470.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120472.515625 Penalty: 2365.778564
	Iteration 38Q: 3 clusters Score -120472.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120473.398438 Penalty: 2365.778564
	Iteration 39Q: 3 clusters Score -120473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120475.289062 Penalty: 2365.778564
	Iteration 40F: 3 clusters Score -120475.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120477.156250 Penalty: 2365.778564
	Iteration 41Q: 3 clusters Score -120477.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -120479.796875 Penalty: 2365.778564
	Iteration 42Q: 3 clusters Score -120479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120483.109375 Penalty: 2365.778564
	Iteration 43Q: 3 clusters Score -120483.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120485.039062 Penalty: 2365.778564
	Iteration 44Q: 3 clusters Score -120485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120486.335938 Penalty: 2365.778564
	Iteration 45Q: 3 clusters Score -120486.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -120489.562500 Penalty: 2365.778564
	Iteration 46Q: 3 clusters Score -120489.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -120489.890625 Penalty: 2365.778564
	Iteration 47Q: 3 clusters Score -120489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -120491.242188 Penalty: 2365.778564
	Iteration 48Q: 3 clusters Score -120491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -120492.429688 Penalty: 2365.778564
	Iteration 49Q: 3 clusters Score -120492.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -120493.015625 Penalty: 2365.778564
	Iteration 50Q: 3 clusters Score -120493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -120493.656250 Penalty: 2365.778564
	Iteration 51Q: 3 clusters Score -120493.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -120495.062500 Penalty: 2365.778564
	Iteration 52Q: 3 clusters Score -120495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -120496.968750 Penalty: 2365.778564
	Iteration 53Q: 3 clusters Score -120497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120498.710938 Penalty: 2365.778564
	Iteration 54Q: 3 clusters Score -120498.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -120498.710938 Penalty: 2365.778564
	Iteration 55F: 3 clusters Score -120498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Entering Unmasked Estep 
Score: -1657152.625000 Penalty: 1594.872803
	Iteration 0F: 2 clusters Score -1657153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1644739.875000 Penalty: 3189.745605
	Iteration 0F: 3 clusters Score -1644740 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1649257.250000 Penalty: 3189.745605
	Iteration 1F: 3 clusters Score -1649257 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1649616.875000 Penalty: 3189.745605
	Iteration 2F: 3 clusters Score -1649617 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1649965.250000 Penalty: 3189.745605
	Iteration 3Q: 3 clusters Score -1649965 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1650415.500000 Penalty: 3189.745605
	Iteration 4F: 3 clusters Score -1650416 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1651028.000000 Penalty: 3189.745605
	Iteration 5F: 3 clusters Score -1651028 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1651804.625000 Penalty: 3189.745605
	Iteration 6F: 3 clusters Score -1651805 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1652716.250000 Penalty: 3189.745605
	Iteration 7F: 3 clusters Score -1652716 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1653652.125000 Penalty: 3189.745605
	Iteration 8F: 3 clusters Score -1653652 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1654485.375000 Penalty: 3189.745605
	Iteration 9F: 3 clusters Score -1654485 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1655076.750000 Penalty: 3189.745605
	Iteration 10Q: 3 clusters Score -1655077 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1655471.375000 Penalty: 3189.745605
	Iteration 11Q: 3 clusters Score -1655471 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1655691.375000 Penalty: 3189.745605
	Iteration 12Q: 3 clusters Score -1655691 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1655826.125000 Penalty: 3189.745605
	Iteration 13Q: 3 clusters Score -1655826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1655894.875000 Penalty: 3189.745605
	Iteration 14Q: 3 clusters Score -1655895 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1655941.000000 Penalty: 3189.745605
	Iteration 15Q: 3 clusters Score -1655941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1655977.875000 Penalty: 3189.745605
	Iteration 16Q: 3 clusters Score -1655978 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1656000.125000 Penalty: 3189.745605
	Iteration 17Q: 3 clusters Score -1656000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1656015.625000 Penalty: 3189.745605
	Iteration 18Q: 3 clusters Score -1656016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1656021.125000 Penalty: 3189.745605
	Iteration 19Q: 3 clusters Score -1656021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1656023.375000 Penalty: 3189.745605
	Iteration 20F: 3 clusters Score -1656023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1656022.125000 Penalty: 3189.745605
	Iteration 21Q: 3 clusters Score -1656022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1656022.125000 Penalty: 3189.745605
	Iteration 22F: 3 clusters Score -1656022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -715964.125000 Penalty: 1461.815063
	Iteration 0F: 2 clusters Score -715964.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -710097.437500 Penalty: 2923.630127
	Iteration 0F: 3 clusters Score -710097.4 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -712081.500000 Penalty: 2923.630127
	Iteration 1F: 3 clusters Score -712081.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -712467.625000 Penalty: 2923.630127
	Iteration 2F: 3 clusters Score -712467.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -712773.937500 Penalty: 2923.630127
	Iteration 3F: 3 clusters Score -712773.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -712973.937500 Penalty: 2923.630127
	Iteration 4F: 3 clusters Score -712973.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -713148.187500 Penalty: 2923.630127
	Iteration 5Q: 3 clusters Score -713148.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -713291.562500 Penalty: 2923.630127
	Iteration 6Q: 3 clusters Score -713291.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -713439.125000 Penalty: 2923.630127
	Iteration 7Q: 3 clusters Score -713439.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -713564.500000 Penalty: 2923.630127
	Iteration 8Q: 3 clusters Score -713564.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -713664.250000 Penalty: 2923.630127
	Iteration 9Q: 3 clusters Score -713664.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -713745.125000 Penalty: 2923.630127
	Iteration 10Q: 3 clusters Score -713745.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -713815.375000 Penalty: 2923.630127
	Iteration 11Q: 3 clusters Score -713815.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -713880.000000 Penalty: 2923.630127
	Iteration 12Q: 3 clusters Score -713880 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -713942.687500 Penalty: 2923.630127
	Iteration 13Q: 3 clusters Score -713942.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -713990.187500 Penalty: 2923.630127
	Iteration 14Q: 3 clusters Score -713990.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -714025.875000 Penalty: 2923.630127
	Iteration 15Q: 3 clusters Score -714025.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -714058.187500 Penalty: 2923.630127
	Iteration 16Q: 3 clusters Score -714058.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -714089.687500 Penalty: 2923.630127
	Iteration 17Q: 3 clusters Score -714089.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -714119.187500 Penalty: 2923.630127
	Iteration 18Q: 3 clusters Score -714119.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -714152.437500 Penalty: 2923.630127
	Iteration 19Q: 3 clusters Score -714152.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -714187.562500 Penalty: 2923.630127
	Iteration 20F: 3 clusters Score -714187.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -714222.250000 Penalty: 2923.630127
	Iteration 21Q: 3 clusters Score -714222.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -714257.312500 Penalty: 2923.630127
	Iteration 22Q: 3 clusters Score -714257.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -714297.625000 Penalty: 2923.630127
	Iteration 23Q: 3 clusters Score -714297.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -714332.812500 Penalty: 2923.630127
	Iteration 24Q: 3 clusters Score -714332.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -714368.312500 Penalty: 2923.630127
	Iteration 25Q: 3 clusters Score -714368.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -714404.062500 Penalty: 2923.630127
	Iteration 26Q: 3 clusters Score -714404.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -714430.687500 Penalty: 2923.630127
	Iteration 27Q: 3 clusters Score -714430.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -714454.375000 Penalty: 2923.630127
	Iteration 28Q: 3 clusters Score -714454.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -714474.750000 Penalty: 2923.630127
	Iteration 29Q: 3 clusters Score -714474.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -714496.250000 Penalty: 2923.630127
	Iteration 30Q: 3 clusters Score -714496.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -714512.312500 Penalty: 2923.630127
	Iteration 31Q: 3 clusters Score -714512.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -714531.687500 Penalty: 2923.630127
	Iteration 32Q: 3 clusters Score -714531.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -714551.562500 Penalty: 2923.630127
	Iteration 33Q: 3 clusters Score -714551.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -714571.437500 Penalty: 2923.630127
	Iteration 34Q: 3 clusters Score -714571.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -714596.812500 Penalty: 2923.630127
	Iteration 35Q: 3 clusters Score -714596.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -714617.562500 Penalty: 2923.630127
	Iteration 36Q: 3 clusters Score -714617.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -714634.812500 Penalty: 2923.630127
	Iteration 37Q: 3 clusters Score -714634.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -714651.812500 Penalty: 2923.630127
	Iteration 38Q: 3 clusters Score -714651.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -714672.000000 Penalty: 2923.630127
	Iteration 39Q: 3 clusters Score -714672 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -714683.937500 Penalty: 2923.630127
	Iteration 40F: 3 clusters Score -714683.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -714697.937500 Penalty: 2923.630127
	Iteration 41Q: 3 clusters Score -714697.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -714709.125000 Penalty: 2923.630127
	Iteration 42Q: 3 clusters Score -714709.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -714720.250000 Penalty: 2923.630127
	Iteration 43Q: 3 clusters Score -714720.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -714730.750000 Penalty: 2923.630127
	Iteration 44Q: 3 clusters Score -714730.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -714735.062500 Penalty: 2923.630127
	Iteration 45Q: 3 clusters Score -714735.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -714742.562500 Penalty: 2923.630127
	Iteration 46Q: 3 clusters Score -714742.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -714750.125000 Penalty: 2923.630127
	Iteration 47Q: 3 clusters Score -714750.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -714755.625000 Penalty: 2923.630127
	Iteration 48Q: 3 clusters Score -714755.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -714764.375000 Penalty: 2923.630127
	Iteration 49Q: 3 clusters Score -714764.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -714769.750000 Penalty: 2923.630127
	Iteration 50Q: 3 clusters Score -714769.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -714774.937500 Penalty: 2923.630127
	Iteration 51Q: 3 clusters Score -714774.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -714778.062500 Penalty: 2923.630127
	Iteration 52Q: 3 clusters Score -714778.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -714781.500000 Penalty: 2923.630127
	Iteration 53Q: 3 clusters Score -714781.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -714787.125000 Penalty: 2923.630127
	Iteration 54Q: 3 clusters Score -714787.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -714793.875000 Penalty: 2923.630127
	Iteration 55Q: 3 clusters Score -714793.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -714802.500000 Penalty: 2923.630127
	Iteration 56Q: 3 clusters Score -714802.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -714809.562500 Penalty: 2923.630127
	Iteration 57Q: 3 clusters Score -714809.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -714813.375000 Penalty: 2923.630127
	Iteration 58Q: 3 clusters Score -714813.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -714819.562500 Penalty: 2923.630127
	Iteration 59Q: 3 clusters Score -714819.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -714828.312500 Penalty: 2923.630127
	Iteration 60F: 3 clusters Score -714828.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -714837.312500 Penalty: 2923.630127
	Iteration 61Q: 3 clusters Score -714837.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -714850.625000 Penalty: 2923.630127
	Iteration 62Q: 3 clusters Score -714850.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -714863.250000 Penalty: 2923.630127
	Iteration 63Q: 3 clusters Score -714863.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -714871.687500 Penalty: 2923.630127
	Iteration 64Q: 3 clusters Score -714871.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -714881.250000 Penalty: 2923.630127
	Iteration 65Q: 3 clusters Score -714881.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -714890.937500 Penalty: 2923.630127
	Iteration 66Q: 3 clusters Score -714890.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -714897.812500 Penalty: 2923.630127
	Iteration 67Q: 3 clusters Score -714897.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -714904.937500 Penalty: 2923.630127
	Iteration 68Q: 3 clusters Score -714904.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -714911.062500 Penalty: 2923.630127
	Iteration 69Q: 3 clusters Score -714911.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -714915.375000 Penalty: 2923.630127
	Iteration 70Q: 3 clusters Score -714915.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -714918.812500 Penalty: 2923.630127
	Iteration 71Q: 3 clusters Score -714918.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -714923.562500 Penalty: 2923.630127
	Iteration 72Q: 3 clusters Score -714923.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -714926.562500 Penalty: 2923.630127
	Iteration 73Q: 3 clusters Score -714926.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -714928.625000 Penalty: 2923.630127
	Iteration 74Q: 3 clusters Score -714928.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -714930.562500 Penalty: 2923.630127
	Iteration 75Q: 3 clusters Score -714930.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -714932.562500 Penalty: 2923.630127
	Iteration 76Q: 3 clusters Score -714932.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -714934.125000 Penalty: 2923.630127
	Iteration 77Q: 3 clusters Score -714934.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -714935.562500 Penalty: 2923.630127
	Iteration 78Q: 3 clusters Score -714935.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -714936.500000 Penalty: 2923.630127
	Iteration 79Q: 3 clusters Score -714936.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -714940.062500 Penalty: 2923.630127
	Iteration 80F: 3 clusters Score -714940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -714940.500000 Penalty: 2923.630127
	Iteration 81Q: 3 clusters Score -714940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -714941.625000 Penalty: 2923.630127
	Iteration 82Q: 3 clusters Score -714941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -714941.625000 Penalty: 2923.630127
	Iteration 83F: 3 clusters Score -714941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Entering Unmasked Estep 
Score: -518142.375000 Penalty: 1409.584839
	Iteration 0F: 2 clusters Score -518142.4 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 2936 members 
Entering Unmasked Estep 
Score: -513657.906250 Penalty: 2819.169678
	Iteration 0F: 3 clusters Score -513657.9 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -515007.812500 Penalty: 2819.169678
	Iteration 1F: 3 clusters Score -515007.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -515333.812500 Penalty: 2819.169678
	Iteration 2F: 3 clusters Score -515333.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -515555.656250 Penalty: 2819.169678
	Iteration 3F: 3 clusters Score -515555.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -515719.468750 Penalty: 2819.169678
	Iteration 4F: 3 clusters Score -515719.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -515874.593750 Penalty: 2819.169678
	Iteration 5Q: 3 clusters Score -515874.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -516007.562500 Penalty: 2819.169678
	Iteration 6Q: 3 clusters Score -516007.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -516146.687500 Penalty: 2819.169678
	Iteration 7Q: 3 clusters Score -516146.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -516290.875000 Penalty: 2819.169678
	Iteration 8Q: 3 clusters Score -516290.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -516456.218750 Penalty: 2819.169678
	Iteration 9Q: 3 clusters Score -516456.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -516635.750000 Penalty: 2819.169678
	Iteration 10Q: 3 clusters Score -516635.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -516830.218750 Penalty: 2819.169678
	Iteration 11Q: 3 clusters Score -516830.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -517002.906250 Penalty: 2819.169678
	Iteration 12Q: 3 clusters Score -517002.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -517141.000000 Penalty: 2819.169678
	Iteration 13Q: 3 clusters Score -517141 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -517250.468750 Penalty: 2819.169678
	Iteration 14Q: 3 clusters Score -517250.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -517319.968750 Penalty: 2819.169678
	Iteration 15Q: 3 clusters Score -517320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -517368.562500 Penalty: 2819.169678
	Iteration 16Q: 3 clusters Score -517368.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -517399.593750 Penalty: 2819.169678
	Iteration 17Q: 3 clusters Score -517399.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -517427.156250 Penalty: 2819.169678
	Iteration 18Q: 3 clusters Score -517427.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -517448.218750 Penalty: 2819.169678
	Iteration 19Q: 3 clusters Score -517448.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -517466.031250 Penalty: 2819.169678
	Iteration 20F: 3 clusters Score -517466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -517479.125000 Penalty: 2819.169678
	Iteration 21Q: 3 clusters Score -517479.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -517491.187500 Penalty: 2819.169678
	Iteration 22Q: 3 clusters Score -517491.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -517507.156250 Penalty: 2819.169678
	Iteration 23Q: 3 clusters Score -517507.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -517522.218750 Penalty: 2819.169678
	Iteration 24Q: 3 clusters Score -517522.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -517531.812500 Penalty: 2819.169678
	Iteration 25Q: 3 clusters Score -517531.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -517540.562500 Penalty: 2819.169678
	Iteration 26Q: 3 clusters Score -517540.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -517550.906250 Penalty: 2819.169678
	Iteration 27Q: 3 clusters Score -517550.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -517558.656250 Penalty: 2819.169678
	Iteration 28Q: 3 clusters Score -517558.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -517563.562500 Penalty: 2819.169678
	Iteration 29Q: 3 clusters Score -517563.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -517566.062500 Penalty: 2819.169678
	Iteration 30Q: 3 clusters Score -517566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -517566.906250 Penalty: 2819.169678
	Iteration 31Q: 3 clusters Score -517566.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -517567.812500 Penalty: 2819.169678
	Iteration 32Q: 3 clusters Score -517567.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -517569.250000 Penalty: 2819.169678
	Iteration 33Q: 3 clusters Score -517569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -517570.250000 Penalty: 2819.169678
	Iteration 34Q: 3 clusters Score -517570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -517571.093750 Penalty: 2819.169678
	Iteration 35Q: 3 clusters Score -517571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -517570.656250 Penalty: 2819.169678
	Iteration 36Q: 3 clusters Score -517570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -517571.031250 Penalty: 2819.169678
	Iteration 37Q: 3 clusters Score -517571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -517571.562500 Penalty: 2819.169678
	Iteration 38Q: 3 clusters Score -517571.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -517572.093750 Penalty: 2819.169678
	Iteration 39Q: 3 clusters Score -517572.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -517572.843750 Penalty: 2819.169678
	Iteration 40F: 3 clusters Score -517572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -322598.437500 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -322598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -319545.343750 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -319545.3 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -320298.031250 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -320298 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -320474.593750 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -320474.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -320611.718750 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -320611.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -320758.000000 Penalty: 2657.966309
	Iteration 4F: 3 clusters Score -320758 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -320921.125000 Penalty: 2657.966309
	Iteration 5F: 3 clusters Score -320921.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -321072.281250 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -321072.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -321234.937500 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -321234.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -321403.468750 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -321403.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -321558.687500 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -321558.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -321749.281250 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -321749.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -321921.312500 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -321921.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -322074.000000 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -322074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -322157.687500 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -322157.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -322213.031250 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -322213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -322236.687500 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -322236.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322255.750000 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -322255.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -322266.750000 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -322266.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -322274.250000 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -322274.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -322279.812500 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -322279.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -322286.031250 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -322286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -322287.312500 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -322287.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -322290.312500 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -322290.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -322289.937500 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -322289.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -322291.062500 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -322291.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -322291.343750 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -322291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322291.906250 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -322291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322291.906250 Penalty: 2657.966309
	Iteration 27F: 3 clusters Score -322291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Entering Unmasked Estep 
Score: -430509.187500 Penalty: 1372.530518
	Iteration 0F: 2 clusters Score -430509.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -426739.406250 Penalty: 2745.061035
	Iteration 0F: 3 clusters Score -426739.4 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -427733.437500 Penalty: 2745.061035
	Iteration 1F: 3 clusters Score -427733.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -427916.156250 Penalty: 2745.061035
	Iteration 2F: 3 clusters Score -427916.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -428059.062500 Penalty: 2745.061035
	Iteration 3F: 3 clusters Score -428059.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -428169.687500 Penalty: 2745.061035
	Iteration 4Q: 3 clusters Score -428169.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -428253.156250 Penalty: 2745.061035
	Iteration 5Q: 3 clusters Score -428253.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -428331.343750 Penalty: 2745.061035
	Iteration 6Q: 3 clusters Score -428331.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -428389.750000 Penalty: 2745.061035
	Iteration 7Q: 3 clusters Score -428389.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -428449.218750 Penalty: 2745.061035
	Iteration 8Q: 3 clusters Score -428449.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -428519.343750 Penalty: 2745.061035
	Iteration 9Q: 3 clusters Score -428519.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -428596.500000 Penalty: 2745.061035
	Iteration 10Q: 3 clusters Score -428596.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -428677.343750 Penalty: 2745.061035
	Iteration 11Q: 3 clusters Score -428677.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -428768.593750 Penalty: 2745.061035
	Iteration 12Q: 3 clusters Score -428768.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -428861.781250 Penalty: 2745.061035
	Iteration 13Q: 3 clusters Score -428861.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -428953.156250 Penalty: 2745.061035
	Iteration 14Q: 3 clusters Score -428953.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -429033.000000 Penalty: 2745.061035
	Iteration 15Q: 3 clusters Score -429033 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -429085.125000 Penalty: 2745.061035
	Iteration 16Q: 3 clusters Score -429085.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -429125.468750 Penalty: 2745.061035
	Iteration 17Q: 3 clusters Score -429125.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -429161.218750 Penalty: 2745.061035
	Iteration 18Q: 3 clusters Score -429161.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -429201.906250 Penalty: 2745.061035
	Iteration 19Q: 3 clusters Score -429201.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -429227.187500 Penalty: 2745.061035
	Iteration 20F: 3 clusters Score -429227.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -429251.156250 Penalty: 2745.061035
	Iteration 21Q: 3 clusters Score -429251.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -429274.750000 Penalty: 2745.061035
	Iteration 22Q: 3 clusters Score -429274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -429289.968750 Penalty: 2745.061035
	Iteration 23Q: 3 clusters Score -429290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -429298.250000 Penalty: 2745.061035
	Iteration 24Q: 3 clusters Score -429298.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -429305.250000 Penalty: 2745.061035
	Iteration 25Q: 3 clusters Score -429305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -429308.000000 Penalty: 2745.061035
	Iteration 26Q: 3 clusters Score -429308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -429312.531250 Penalty: 2745.061035
	Iteration 27Q: 3 clusters Score -429312.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -429318.093750 Penalty: 2745.061035
	Iteration 28Q: 3 clusters Score -429318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -429324.187500 Penalty: 2745.061035
	Iteration 29Q: 3 clusters Score -429324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -429327.156250 Penalty: 2745.061035
	Iteration 30Q: 3 clusters Score -429327.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -429328.218750 Penalty: 2745.061035
	Iteration 31Q: 3 clusters Score -429328.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -429328.218750 Penalty: 2745.061035
	Iteration 32F: 3 clusters Score -429328.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Entering Unmasked Estep 
Score: -2982341.000000 Penalty: 1691.703979
	Iteration 0F: 2 clusters Score -2982341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2959977.250000 Penalty: 3383.407959
	Iteration 0F: 3 clusters Score -2959977 nChanged 15340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2968597.750000 Penalty: 3383.407959
	Iteration 1F: 3 clusters Score -2968598 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2969023.750000 Penalty: 3383.407959
	Iteration 2Q: 3 clusters Score -2969024 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2969527.250000 Penalty: 3383.407959
	Iteration 3Q: 3 clusters Score -2969527 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2970146.000000 Penalty: 3383.407959
	Iteration 4Q: 3 clusters Score -2970146 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2971126.500000 Penalty: 3383.407959
	Iteration 5F: 3 clusters Score -2971126 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -2972718.500000 Penalty: 3383.407959
	Iteration 6F: 3 clusters Score -2972718 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -2975115.000000 Penalty: 3383.407959
	Iteration 7F: 3 clusters Score -2975115 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -2977604.500000 Penalty: 3383.407959
	Iteration 8F: 3 clusters Score -2977604 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -2979382.750000 Penalty: 3383.407959
	Iteration 9F: 3 clusters Score -2979383 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -2980222.750000 Penalty: 3383.407959
	Iteration 10Q: 3 clusters Score -2980223 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -2980560.500000 Penalty: 3383.407959
	Iteration 11Q: 3 clusters Score -2980560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -2980689.250000 Penalty: 3383.407959
	Iteration 12Q: 3 clusters Score -2980689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -2980758.250000 Penalty: 3383.407959
	Iteration 13Q: 3 clusters Score -2980758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -2980804.750000 Penalty: 3383.407959
	Iteration 14Q: 3 clusters Score -2980805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -2980835.250000 Penalty: 3383.407959
	Iteration 15Q: 3 clusters Score -2980835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -2980850.250000 Penalty: 3383.407959
	Iteration 16Q: 3 clusters Score -2980850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -2980857.750000 Penalty: 3383.407959
	Iteration 17Q: 3 clusters Score -2980858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -2980866.000000 Penalty: 3383.407959
	Iteration 18Q: 3 clusters Score -2980866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -2980874.250000 Penalty: 3383.407959
	Iteration 19Q: 3 clusters Score -2980874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -2980890.250000 Penalty: 3383.407959
	Iteration 20F: 3 clusters Score -2980890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -2980891.000000 Penalty: 3383.407959
	Iteration 21Q: 3 clusters Score -2980891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -2980891.000000 Penalty: 3383.407959
	Iteration 22F: 3 clusters Score -2980891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -512468.562500 Penalty: 1406.585571
	Iteration 0F: 2 clusters Score -512468.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -507941.343750 Penalty: 2813.171143
	Iteration 0F: 3 clusters Score -507941.3 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -509245.343750 Penalty: 2813.171143
	Iteration 1F: 3 clusters Score -509245.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -509470.812500 Penalty: 2813.171143
	Iteration 2F: 3 clusters Score -509470.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -509650.375000 Penalty: 2813.171143
	Iteration 3F: 3 clusters Score -509650.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -509799.781250 Penalty: 2813.171143
	Iteration 4Q: 3 clusters Score -509799.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -509962.843750 Penalty: 2813.171143
	Iteration 5Q: 3 clusters Score -509962.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -510141.625000 Penalty: 2813.171143
	Iteration 6Q: 3 clusters Score -510141.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -510297.437500 Penalty: 2813.171143
	Iteration 7Q: 3 clusters Score -510297.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -510473.125000 Penalty: 2813.171143
	Iteration 8Q: 3 clusters Score -510473.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -510658.687500 Penalty: 2813.171143
	Iteration 9Q: 3 clusters Score -510658.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -510788.906250 Penalty: 2813.171143
	Iteration 10Q: 3 clusters Score -510788.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -510910.656250 Penalty: 2813.171143
	Iteration 11Q: 3 clusters Score -510910.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -510997.343750 Penalty: 2813.171143
	Iteration 12Q: 3 clusters Score -510997.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -511052.218750 Penalty: 2813.171143
	Iteration 13Q: 3 clusters Score -511052.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -511097.031250 Penalty: 2813.171143
	Iteration 14Q: 3 clusters Score -511097 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -511132.437500 Penalty: 2813.171143
	Iteration 15Q: 3 clusters Score -511132.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -511162.093750 Penalty: 2813.171143
	Iteration 16Q: 3 clusters Score -511162.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -511196.125000 Penalty: 2813.171143
	Iteration 17Q: 3 clusters Score -511196.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -511227.281250 Penalty: 2813.171143
	Iteration 18Q: 3 clusters Score -511227.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -511240.250000 Penalty: 2813.171143
	Iteration 19Q: 3 clusters Score -511240.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -511257.000000 Penalty: 2813.171143
	Iteration 20F: 3 clusters Score -511257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -511263.593750 Penalty: 2813.171143
	Iteration 21Q: 3 clusters Score -511263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -511268.625000 Penalty: 2813.171143
	Iteration 22Q: 3 clusters Score -511268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -511272.718750 Penalty: 2813.171143
	Iteration 23Q: 3 clusters Score -511272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -511274.156250 Penalty: 2813.171143
	Iteration 24Q: 3 clusters Score -511274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -511275.593750 Penalty: 2813.171143
	Iteration 25Q: 3 clusters Score -511275.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -511276.375000 Penalty: 2813.171143
	Iteration 26Q: 3 clusters Score -511276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -511277.968750 Penalty: 2813.171143
	Iteration 27Q: 3 clusters Score -511278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -511280.406250 Penalty: 2813.171143
	Iteration 28Q: 3 clusters Score -511280.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -511284.781250 Penalty: 2813.171143
	Iteration 29Q: 3 clusters Score -511284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -511286.687500 Penalty: 2813.171143
	Iteration 30Q: 3 clusters Score -511286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -511290.656250 Penalty: 2813.171143
	Iteration 31Q: 3 clusters Score -511290.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -511292.906250 Penalty: 2813.171143
	Iteration 32Q: 3 clusters Score -511292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -511293.406250 Penalty: 2813.171143
	Iteration 33Q: 3 clusters Score -511293.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -511293.406250 Penalty: 2813.171143
	Iteration 34F: 3 clusters Score -511293.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Entering Unmasked Estep 
Score: -309158.500000 Penalty: 1325.758789
	Iteration 0F: 2 clusters Score -309158.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -306135.687500 Penalty: 2651.517578
	Iteration 0F: 3 clusters Score -306135.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -306944.500000 Penalty: 2651.517578
	Iteration 1F: 3 clusters Score -306944.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -307115.593750 Penalty: 2651.517578
	Iteration 2F: 3 clusters Score -307115.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -307274.843750 Penalty: 2651.517578
	Iteration 3F: 3 clusters Score -307274.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -307471.750000 Penalty: 2651.517578
	Iteration 4F: 3 clusters Score -307471.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -307677.062500 Penalty: 2651.517578
	Iteration 5Q: 3 clusters Score -307677.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -307873.375000 Penalty: 2651.517578
	Iteration 6F: 3 clusters Score -307873.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -308020.656250 Penalty: 2651.517578
	Iteration 7Q: 3 clusters Score -308020.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -308141.843750 Penalty: 2651.517578
	Iteration 8Q: 3 clusters Score -308141.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -308219.531250 Penalty: 2651.517578
	Iteration 9Q: 3 clusters Score -308219.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -308280.500000 Penalty: 2651.517578
	Iteration 10Q: 3 clusters Score -308280.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -308339.250000 Penalty: 2651.517578
	Iteration 11Q: 3 clusters Score -308339.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -308374.312500 Penalty: 2651.517578
	Iteration 12Q: 3 clusters Score -308374.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -308396.000000 Penalty: 2651.517578
	Iteration 13Q: 3 clusters Score -308396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -308418.375000 Penalty: 2651.517578
	Iteration 14Q: 3 clusters Score -308418.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -308440.031250 Penalty: 2651.517578
	Iteration 15Q: 3 clusters Score -308440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -308465.781250 Penalty: 2651.517578
	Iteration 16Q: 3 clusters Score -308465.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -308488.218750 Penalty: 2651.517578
	Iteration 17Q: 3 clusters Score -308488.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -308505.468750 Penalty: 2651.517578
	Iteration 18Q: 3 clusters Score -308505.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -308514.500000 Penalty: 2651.517578
	Iteration 19Q: 3 clusters Score -308514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -308519.093750 Penalty: 2651.517578
	Iteration 20F: 3 clusters Score -308519.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -308522.656250 Penalty: 2651.517578
	Iteration 21Q: 3 clusters Score -308522.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -308527.812500 Penalty: 2651.517578
	Iteration 22Q: 3 clusters Score -308527.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -308529.937500 Penalty: 2651.517578
	Iteration 23Q: 3 clusters Score -308529.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -308533.906250 Penalty: 2651.517578
	Iteration 24Q: 3 clusters Score -308533.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -308539.625000 Penalty: 2651.517578
	Iteration 25Q: 3 clusters Score -308539.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -308544.906250 Penalty: 2651.517578
	Iteration 26Q: 3 clusters Score -308544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -308548.531250 Penalty: 2651.517578
	Iteration 27Q: 3 clusters Score -308548.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -308553.437500 Penalty: 2651.517578
	Iteration 28Q: 3 clusters Score -308553.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -308556.937500 Penalty: 2651.517578
	Iteration 29Q: 3 clusters Score -308556.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -308561.656250 Penalty: 2651.517578
	Iteration 30Q: 3 clusters Score -308561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -308569.500000 Penalty: 2651.517578
	Iteration 31Q: 3 clusters Score -308569.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -308578.687500 Penalty: 2651.517578
	Iteration 32Q: 3 clusters Score -308578.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -308583.968750 Penalty: 2651.517578
	Iteration 33Q: 3 clusters Score -308584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -308587.218750 Penalty: 2651.517578
	Iteration 34Q: 3 clusters Score -308587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -308594.406250 Penalty: 2651.517578
	Iteration 35Q: 3 clusters Score -308594.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -308599.312500 Penalty: 2651.517578
	Iteration 36Q: 3 clusters Score -308599.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -308603.062500 Penalty: 2651.517578
	Iteration 37Q: 3 clusters Score -308603.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -308605.000000 Penalty: 2651.517578
	Iteration 38Q: 3 clusters Score -308605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -308607.593750 Penalty: 2651.517578
	Iteration 39Q: 3 clusters Score -308607.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -308609.906250 Penalty: 2651.517578
	Iteration 40F: 3 clusters Score -308609.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -308609.812500 Penalty: 2651.517578
	Iteration 41Q: 3 clusters Score -308609.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -308610.875000 Penalty: 2651.517578
	Iteration 42Q: 3 clusters Score -308610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -308611.750000 Penalty: 2651.517578
	Iteration 43Q: 3 clusters Score -308611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -308612.656250 Penalty: 2651.517578
	Iteration 44Q: 3 clusters Score -308612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -308612.968750 Penalty: 2651.517578
	Iteration 45Q: 3 clusters Score -308613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -308613.781250 Penalty: 2651.517578
	Iteration 46Q: 3 clusters Score -308613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -308613.781250 Penalty: 2651.517578
	Iteration 47F: 3 clusters Score -308613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Entering Unmasked Estep 
Score: -2691538.500000 Penalty: 1669.112061
	Iteration 0F: 2 clusters Score -2691538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2672130.000000 Penalty: 3338.224121
	Iteration 0F: 3 clusters Score -2672130 nChanged 13282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -2679616.750000 Penalty: 3338.224121
	Iteration 1F: 3 clusters Score -2679617 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2680270.500000 Penalty: 3338.224121
	Iteration 2F: 3 clusters Score -2680270 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2681090.000000 Penalty: 3338.224121
	Iteration 3F: 3 clusters Score -2681090 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2682058.250000 Penalty: 3338.224121
	Iteration 4F: 3 clusters Score -2682058 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -2683074.500000 Penalty: 3338.224121
	Iteration 5F: 3 clusters Score -2683074 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2684051.750000 Penalty: 3338.224121
	Iteration 6F: 3 clusters Score -2684052 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2685009.750000 Penalty: 3338.224121
	Iteration 7F: 3 clusters Score -2685010 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -2685859.250000 Penalty: 3338.224121
	Iteration 8F: 3 clusters Score -2685859 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -2686651.250000 Penalty: 3338.224121
	Iteration 9Q: 3 clusters Score -2686651 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2687379.500000 Penalty: 3338.224121
	Iteration 10Q: 3 clusters Score -2687380 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2688079.250000 Penalty: 3338.224121
	Iteration 11Q: 3 clusters Score -2688079 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -2688649.000000 Penalty: 3338.224121
	Iteration 12Q: 3 clusters Score -2688649 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2689079.500000 Penalty: 3338.224121
	Iteration 13Q: 3 clusters Score -2689080 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -2689444.000000 Penalty: 3338.224121
	Iteration 14Q: 3 clusters Score -2689444 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2689717.250000 Penalty: 3338.224121
	Iteration 15Q: 3 clusters Score -2689717 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2689926.500000 Penalty: 3338.224121
	Iteration 16Q: 3 clusters Score -2689926 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2690086.750000 Penalty: 3338.224121
	Iteration 17Q: 3 clusters Score -2690087 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2690196.750000 Penalty: 3338.224121
	Iteration 18Q: 3 clusters Score -2690197 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2690272.750000 Penalty: 3338.224121
	Iteration 19Q: 3 clusters Score -2690273 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2690336.250000 Penalty: 3338.224121
	Iteration 20F: 3 clusters Score -2690336 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2690399.000000 Penalty: 3338.224121
	Iteration 21Q: 3 clusters Score -2690399 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2690450.250000 Penalty: 3338.224121
	Iteration 22Q: 3 clusters Score -2690450 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2690495.000000 Penalty: 3338.224121
	Iteration 23Q: 3 clusters Score -2690495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2690529.000000 Penalty: 3338.224121
	Iteration 24Q: 3 clusters Score -2690529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2690547.000000 Penalty: 3338.224121
	Iteration 25Q: 3 clusters Score -2690547 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2690572.000000 Penalty: 3338.224121
	Iteration 26Q: 3 clusters Score -2690572 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2690582.250000 Penalty: 3338.224121
	Iteration 27Q: 3 clusters Score -2690582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2690601.000000 Penalty: 3338.224121
	Iteration 28Q: 3 clusters Score -2690601 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2690624.500000 Penalty: 3338.224121
	Iteration 29Q: 3 clusters Score -2690624 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2690642.000000 Penalty: 3338.224121
	Iteration 30Q: 3 clusters Score -2690642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2690647.750000 Penalty: 3338.224121
	Iteration 31Q: 3 clusters Score -2690648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2690664.500000 Penalty: 3338.224121
	Iteration 32Q: 3 clusters Score -2690664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2690673.000000 Penalty: 3338.224121
	Iteration 33Q: 3 clusters Score -2690673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2690672.250000 Penalty: 3338.224121
	Iteration 34Q: 3 clusters Score -2690672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2690672.500000 Penalty: 3338.224121
	Iteration 35Q: 3 clusters Score -2690672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2690677.000000 Penalty: 3338.224121
	Iteration 36Q: 3 clusters Score -2690677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2690676.500000 Penalty: 3338.224121
	Iteration 37Q: 3 clusters Score -2690676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2690676.500000 Penalty: 3338.224121
	Iteration 38F: 3 clusters Score -2690676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -120656.507812 Penalty: 1195.187866
	Iteration 0F: 2 clusters Score -120656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118824.882812 Penalty: 2390.375732
	Iteration 0F: 3 clusters Score -118824.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -119221.023438 Penalty: 2390.375732
	Iteration 1F: 3 clusters Score -119221 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119373.945312 Penalty: 2390.375732
	Iteration 2F: 3 clusters Score -119373.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -119501.718750 Penalty: 2390.375732
	Iteration 3F: 3 clusters Score -119501.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119610.312500 Penalty: 2390.375732
	Iteration 4F: 3 clusters Score -119610.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119678.968750 Penalty: 2390.375732
	Iteration 5Q: 3 clusters Score -119679 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119765.023438 Penalty: 2390.375732
	Iteration 6Q: 3 clusters Score -119765 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -119854.507812 Penalty: 2390.375732
	Iteration 7Q: 3 clusters Score -119854.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119943.007812 Penalty: 2390.375732
	Iteration 8Q: 3 clusters Score -119943 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -120003.742188 Penalty: 2390.375732
	Iteration 9Q: 3 clusters Score -120003.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120031.992188 Penalty: 2390.375732
	Iteration 10Q: 3 clusters Score -120032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -120048.070312 Penalty: 2390.375732
	Iteration 11Q: 3 clusters Score -120048.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120065.453125 Penalty: 2390.375732
	Iteration 12Q: 3 clusters Score -120065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120072.757812 Penalty: 2390.375732
	Iteration 13Q: 3 clusters Score -120072.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -120075.250000 Penalty: 2390.375732
	Iteration 14Q: 3 clusters Score -120075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -120079.742188 Penalty: 2390.375732
	Iteration 15Q: 3 clusters Score -120079.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120082.781250 Penalty: 2390.375732
	Iteration 16Q: 3 clusters Score -120082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -120089.515625 Penalty: 2390.375732
	Iteration 17Q: 3 clusters Score -120089.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120095.312500 Penalty: 2390.375732
	Iteration 18Q: 3 clusters Score -120095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120096.968750 Penalty: 2390.375732
	Iteration 19Q: 3 clusters Score -120097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120098.148438 Penalty: 2390.375732
	Iteration 20F: 3 clusters Score -120098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -120098.960938 Penalty: 2390.375732
	Iteration 21Q: 3 clusters Score -120099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120099.523438 Penalty: 2390.375732
	Iteration 22Q: 3 clusters Score -120099.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120100.335938 Penalty: 2390.375732
	Iteration 23Q: 3 clusters Score -120100.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120100.335938 Penalty: 2390.375732
	Iteration 24F: 3 clusters Score -120100.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -184181.968750 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -184182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -182019.187500 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -182019.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -182460.953125 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -182461 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -182553.484375 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -182553.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -182596.281250 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -182596.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -182628.406250 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -182628.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -182649.765625 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -182649.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -182667.640625 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -182667.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -182678.250000 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -182678.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -182685.468750 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -182685.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -182690.234375 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -182690.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -182698.734375 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -182698.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -182707.343750 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -182707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -182713.531250 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -182713.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -182720.734375 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -182720.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -182730.531250 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -182730.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -182741.921875 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -182741.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -182753.203125 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -182753.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -182760.218750 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -182760.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182769.843750 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -182769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -182777.046875 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -182777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -182785.593750 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -182785.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -182794.515625 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -182794.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -182802.812500 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -182802.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -182809.671875 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -182809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -182819.750000 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -182819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182833.968750 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -182834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -182850.625000 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -182850.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -182862.468750 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -182862.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -182876.125000 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -182876.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -182889.781250 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -182889.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -182903.203125 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -182903.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -182913.125000 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -182913.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -182920.984375 Penalty: 2484.287598
	Iteration 32Q: 3 clusters Score -182921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -182931.312500 Penalty: 2484.287598
	Iteration 33Q: 3 clusters Score -182931.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -182936.796875 Penalty: 2484.287598
	Iteration 34Q: 3 clusters Score -182936.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -182940.328125 Penalty: 2484.287598
	Iteration 35Q: 3 clusters Score -182940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -182942.906250 Penalty: 2484.287598
	Iteration 36Q: 3 clusters Score -182942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -182945.546875 Penalty: 2484.287598
	Iteration 37Q: 3 clusters Score -182945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -182949.046875 Penalty: 2484.287598
	Iteration 38Q: 3 clusters Score -182949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182949.671875 Penalty: 2484.287598
	Iteration 39Q: 3 clusters Score -182949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182950.546875 Penalty: 2484.287598
	Iteration 40F: 3 clusters Score -182950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -182950.546875 Penalty: 2484.287598
	Iteration 41Q: 3 clusters Score -182950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -182951.281250 Penalty: 2484.287598
	Iteration 42Q: 3 clusters Score -182951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -182953.406250 Penalty: 2484.287598
	Iteration 43Q: 3 clusters Score -182953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182954.187500 Penalty: 2484.287598
	Iteration 44Q: 3 clusters Score -182954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182954.750000 Penalty: 2484.287598
	Iteration 45Q: 3 clusters Score -182954.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182955.515625 Penalty: 2484.287598
	Iteration 46Q: 3 clusters Score -182955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -182955.531250 Penalty: 2484.287598
	Iteration 47Q: 3 clusters Score -182955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -182956.000000 Penalty: 2484.287598
	Iteration 48Q: 3 clusters Score -182956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182956.718750 Penalty: 2484.287598
	Iteration 49Q: 3 clusters Score -182956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182957.406250 Penalty: 2484.287598
	Iteration 50Q: 3 clusters Score -182957.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -182957.406250 Penalty: 2484.287598
	Iteration 51F: 3 clusters Score -182957.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Entering Unmasked Estep 
Score: -1030811.812500 Penalty: 1521.134399
	Iteration 0F: 2 clusters Score -1030812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1022574.125000 Penalty: 3042.268799
	Iteration 0F: 3 clusters Score -1022574 nChanged 5032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1025447.562500 Penalty: 3042.268799
	Iteration 1F: 3 clusters Score -1025448 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1025837.750000 Penalty: 3042.268799
	Iteration 2F: 3 clusters Score -1025838 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1026224.187500 Penalty: 3042.268799
	Iteration 3F: 3 clusters Score -1026224 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1026689.375000 Penalty: 3042.268799
	Iteration 4F: 3 clusters Score -1026689 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1027298.562500 Penalty: 3042.268799
	Iteration 5F: 3 clusters Score -1027299 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1028054.062500 Penalty: 3042.268799
	Iteration 6F: 3 clusters Score -1028054 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1028910.187500 Penalty: 3042.268799
	Iteration 7F: 3 clusters Score -1028910 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1029544.625000 Penalty: 3042.268799
	Iteration 8F: 3 clusters Score -1029545 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1029896.375000 Penalty: 3042.268799
	Iteration 9Q: 3 clusters Score -1029896 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1030070.062500 Penalty: 3042.268799
	Iteration 10Q: 3 clusters Score -1030070 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1030170.750000 Penalty: 3042.268799
	Iteration 11Q: 3 clusters Score -1030171 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1030231.875000 Penalty: 3042.268799
	Iteration 12Q: 3 clusters Score -1030232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1030275.250000 Penalty: 3042.268799
	Iteration 13Q: 3 clusters Score -1030275 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1030312.937500 Penalty: 3042.268799
	Iteration 14Q: 3 clusters Score -1030313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1030332.187500 Penalty: 3042.268799
	Iteration 15Q: 3 clusters Score -1030332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1030343.750000 Penalty: 3042.268799
	Iteration 16Q: 3 clusters Score -1030344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1030351.750000 Penalty: 3042.268799
	Iteration 17Q: 3 clusters Score -1030352 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1030357.125000 Penalty: 3042.268799
	Iteration 18Q: 3 clusters Score -1030357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1030363.187500 Penalty: 3042.268799
	Iteration 19Q: 3 clusters Score -1030363 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1030367.562500 Penalty: 3042.268799
	Iteration 20F: 3 clusters Score -1030368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1030374.250000 Penalty: 3042.268799
	Iteration 21Q: 3 clusters Score -1030374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1030380.562500 Penalty: 3042.268799
	Iteration 22Q: 3 clusters Score -1030381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1030382.312500 Penalty: 3042.268799
	Iteration 23Q: 3 clusters Score -1030382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1030384.562500 Penalty: 3042.268799
	Iteration 24Q: 3 clusters Score -1030385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1030385.250000 Penalty: 3042.268799
	Iteration 25Q: 3 clusters Score -1030385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1030390.250000 Penalty: 3042.268799
	Iteration 26Q: 3 clusters Score -1030390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1030391.812500 Penalty: 3042.268799
	Iteration 27Q: 3 clusters Score -1030392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1030388.812500 Penalty: 3042.268799
	Iteration 28Q: 3 clusters Score -1030389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1030390.625000 Penalty: 3042.268799
	Iteration 29Q: 3 clusters Score -1030391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1030391.562500 Penalty: 3042.268799
	Iteration 30Q: 3 clusters Score -1030392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1030391.125000 Penalty: 3042.268799
	Iteration 31Q: 3 clusters Score -1030391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1030391.250000 Penalty: 3042.268799
	Iteration 32Q: 3 clusters Score -1030391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1030389.687500 Penalty: 3042.268799
	Iteration 33Q: 3 clusters Score -1030390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1030389.875000 Penalty: 3042.268799
	Iteration 34Q: 3 clusters Score -1030390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1030389.875000 Penalty: 3042.268799
	Iteration 35F: 3 clusters Score -1030390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Entering Unmasked Estep 
Score: -245947.218750 Penalty: 1293.552612
	Iteration 0F: 2 clusters Score -245947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -243315.515625 Penalty: 2587.105225
	Iteration 0F: 3 clusters Score -243315.5 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -243971.781250 Penalty: 2587.105225
	Iteration 1F: 3 clusters Score -243971.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -244123.468750 Penalty: 2587.105225
	Iteration 2F: 3 clusters Score -244123.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -244228.281250 Penalty: 2587.105225
	Iteration 3F: 3 clusters Score -244228.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -244316.234375 Penalty: 2587.105225
	Iteration 4Q: 3 clusters Score -244316.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -244389.265625 Penalty: 2587.105225
	Iteration 5Q: 3 clusters Score -244389.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -244437.875000 Penalty: 2587.105225
	Iteration 6Q: 3 clusters Score -244437.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -244470.062500 Penalty: 2587.105225
	Iteration 7Q: 3 clusters Score -244470.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -244509.171875 Penalty: 2587.105225
	Iteration 8Q: 3 clusters Score -244509.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -244576.875000 Penalty: 2587.105225
	Iteration 9Q: 3 clusters Score -244576.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -244638.109375 Penalty: 2587.105225
	Iteration 10Q: 3 clusters Score -244638.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -244697.703125 Penalty: 2587.105225
	Iteration 11Q: 3 clusters Score -244697.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -244769.078125 Penalty: 2587.105225
	Iteration 12Q: 3 clusters Score -244769.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -244834.750000 Penalty: 2587.105225
	Iteration 13Q: 3 clusters Score -244834.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -244890.671875 Penalty: 2587.105225
	Iteration 14Q: 3 clusters Score -244890.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -244931.078125 Penalty: 2587.105225
	Iteration 15Q: 3 clusters Score -244931.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -244974.828125 Penalty: 2587.105225
	Iteration 16Q: 3 clusters Score -244974.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -245010.859375 Penalty: 2587.105225
	Iteration 17Q: 3 clusters Score -245010.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -245035.484375 Penalty: 2587.105225
	Iteration 18Q: 3 clusters Score -245035.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -245048.421875 Penalty: 2587.105225
	Iteration 19Q: 3 clusters Score -245048.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -245061.640625 Penalty: 2587.105225
	Iteration 20F: 3 clusters Score -245061.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -245072.437500 Penalty: 2587.105225
	Iteration 21Q: 3 clusters Score -245072.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -245082.750000 Penalty: 2587.105225
	Iteration 22Q: 3 clusters Score -245082.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -245092.734375 Penalty: 2587.105225
	Iteration 23Q: 3 clusters Score -245092.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -245099.109375 Penalty: 2587.105225
	Iteration 24Q: 3 clusters Score -245099.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -245106.625000 Penalty: 2587.105225
	Iteration 25Q: 3 clusters Score -245106.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -245114.359375 Penalty: 2587.105225
	Iteration 26Q: 3 clusters Score -245114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -245121.671875 Penalty: 2587.105225
	Iteration 27Q: 3 clusters Score -245121.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -245128.546875 Penalty: 2587.105225
	Iteration 28Q: 3 clusters Score -245128.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -245136.093750 Penalty: 2587.105225
	Iteration 29Q: 3 clusters Score -245136.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -245140.265625 Penalty: 2587.105225
	Iteration 30Q: 3 clusters Score -245140.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -245147.296875 Penalty: 2587.105225
	Iteration 31Q: 3 clusters Score -245147.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -245155.500000 Penalty: 2587.105225
	Iteration 32Q: 3 clusters Score -245155.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -245164.093750 Penalty: 2587.105225
	Iteration 33Q: 3 clusters Score -245164.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -245170.109375 Penalty: 2587.105225
	Iteration 34Q: 3 clusters Score -245170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -245175.218750 Penalty: 2587.105225
	Iteration 35Q: 3 clusters Score -245175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -245177.984375 Penalty: 2587.105225
	Iteration 36Q: 3 clusters Score -245178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -245180.265625 Penalty: 2587.105225
	Iteration 37Q: 3 clusters Score -245180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -245181.984375 Penalty: 2587.105225
	Iteration 38Q: 3 clusters Score -245182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -245182.218750 Penalty: 2587.105225
	Iteration 39Q: 3 clusters Score -245182.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -245183.015625 Penalty: 2587.105225
	Iteration 40F: 3 clusters Score -245183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -603716.625000 Penalty: 1430.873413
	Iteration 0F: 2 clusters Score -603716.6 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 3311 members 
Entering Unmasked Estep 
Score: -598736.375000 Penalty: 2861.746826
	Iteration 0F: 3 clusters Score -598736.4 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -600242.312500 Penalty: 2861.746826
	Iteration 1F: 3 clusters Score -600242.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -600513.875000 Penalty: 2861.746826
	Iteration 2F: 3 clusters Score -600513.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -600700.875000 Penalty: 2861.746826
	Iteration 3F: 3 clusters Score -600700.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -600836.812500 Penalty: 2861.746826
	Iteration 4Q: 3 clusters Score -600836.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -600934.375000 Penalty: 2861.746826
	Iteration 5Q: 3 clusters Score -600934.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -601009.062500 Penalty: 2861.746826
	Iteration 6Q: 3 clusters Score -601009.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -601076.437500 Penalty: 2861.746826
	Iteration 7Q: 3 clusters Score -601076.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -601137.187500 Penalty: 2861.746826
	Iteration 8Q: 3 clusters Score -601137.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -601191.437500 Penalty: 2861.746826
	Iteration 9Q: 3 clusters Score -601191.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -601245.250000 Penalty: 2861.746826
	Iteration 10Q: 3 clusters Score -601245.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -601302.375000 Penalty: 2861.746826
	Iteration 11Q: 3 clusters Score -601302.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -601359.812500 Penalty: 2861.746826
	Iteration 12Q: 3 clusters Score -601359.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -601432.187500 Penalty: 2861.746826
	Iteration 13Q: 3 clusters Score -601432.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -601512.375000 Penalty: 2861.746826
	Iteration 14Q: 3 clusters Score -601512.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -601611.250000 Penalty: 2861.746826
	Iteration 15Q: 3 clusters Score -601611.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -601708.562500 Penalty: 2861.746826
	Iteration 16Q: 3 clusters Score -601708.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -601799.187500 Penalty: 2861.746826
	Iteration 17Q: 3 clusters Score -601799.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -601879.437500 Penalty: 2861.746826
	Iteration 18Q: 3 clusters Score -601879.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -601965.625000 Penalty: 2861.746826
	Iteration 19Q: 3 clusters Score -601965.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -602056.062500 Penalty: 2861.746826
	Iteration 20F: 3 clusters Score -602056.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -602135.812500 Penalty: 2861.746826
	Iteration 21Q: 3 clusters Score -602135.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -602202.375000 Penalty: 2861.746826
	Iteration 22Q: 3 clusters Score -602202.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -602254.125000 Penalty: 2861.746826
	Iteration 23Q: 3 clusters Score -602254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -602294.312500 Penalty: 2861.746826
	Iteration 24Q: 3 clusters Score -602294.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -602335.562500 Penalty: 2861.746826
	Iteration 25Q: 3 clusters Score -602335.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -602361.375000 Penalty: 2861.746826
	Iteration 26Q: 3 clusters Score -602361.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -602380.750000 Penalty: 2861.746826
	Iteration 27Q: 3 clusters Score -602380.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -602395.125000 Penalty: 2861.746826
	Iteration 28Q: 3 clusters Score -602395.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -602403.687500 Penalty: 2861.746826
	Iteration 29Q: 3 clusters Score -602403.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -602408.937500 Penalty: 2861.746826
	Iteration 30Q: 3 clusters Score -602408.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -602417.812500 Penalty: 2861.746826
	Iteration 31Q: 3 clusters Score -602417.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -602422.562500 Penalty: 2861.746826
	Iteration 32Q: 3 clusters Score -602422.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -602429.812500 Penalty: 2861.746826
	Iteration 33Q: 3 clusters Score -602429.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -602433.187500 Penalty: 2861.746826
	Iteration 34Q: 3 clusters Score -602433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -602436.375000 Penalty: 2861.746826
	Iteration 35Q: 3 clusters Score -602436.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -602441.625000 Penalty: 2861.746826
	Iteration 36Q: 3 clusters Score -602441.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -602447.812500 Penalty: 2861.746826
	Iteration 37Q: 3 clusters Score -602447.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -602450.000000 Penalty: 2861.746826
	Iteration 38Q: 3 clusters Score -602450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -602452.250000 Penalty: 2861.746826
	Iteration 39Q: 3 clusters Score -602452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -602452.250000 Penalty: 2861.746826
	Iteration 40F: 3 clusters Score -602452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Entering Unmasked Estep 
Score: -213359.953125 Penalty: 1267.925415
	Iteration 0F: 2 clusters Score -213360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -210985.046875 Penalty: 2535.850830
	Iteration 0F: 3 clusters Score -210985 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -211555.625000 Penalty: 2535.850830
	Iteration 1F: 3 clusters Score -211555.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -211694.484375 Penalty: 2535.850830
	Iteration 2F: 3 clusters Score -211694.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -211787.281250 Penalty: 2535.850830
	Iteration 3F: 3 clusters Score -211787.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -211873.765625 Penalty: 2535.850830
	Iteration 4Q: 3 clusters Score -211873.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -211965.281250 Penalty: 2535.850830
	Iteration 5Q: 3 clusters Score -211965.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -212045.859375 Penalty: 2535.850830
	Iteration 6Q: 3 clusters Score -212045.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -212113.812500 Penalty: 2535.850830
	Iteration 7Q: 3 clusters Score -212113.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -212164.937500 Penalty: 2535.850830
	Iteration 8Q: 3 clusters Score -212164.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -212201.218750 Penalty: 2535.850830
	Iteration 9Q: 3 clusters Score -212201.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -212227.046875 Penalty: 2535.850830
	Iteration 10Q: 3 clusters Score -212227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -212242.312500 Penalty: 2535.850830
	Iteration 11Q: 3 clusters Score -212242.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212258.781250 Penalty: 2535.850830
	Iteration 12Q: 3 clusters Score -212258.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -212277.187500 Penalty: 2535.850830
	Iteration 13Q: 3 clusters Score -212277.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -212292.468750 Penalty: 2535.850830
	Iteration 14Q: 3 clusters Score -212292.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -212305.484375 Penalty: 2535.850830
	Iteration 15Q: 3 clusters Score -212305.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212317.187500 Penalty: 2535.850830
	Iteration 16Q: 3 clusters Score -212317.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -212324.515625 Penalty: 2535.850830
	Iteration 17Q: 3 clusters Score -212324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -212332.312500 Penalty: 2535.850830
	Iteration 18Q: 3 clusters Score -212332.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -212337.437500 Penalty: 2535.850830
	Iteration 19Q: 3 clusters Score -212337.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -212342.234375 Penalty: 2535.850830
	Iteration 20F: 3 clusters Score -212342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -212348.156250 Penalty: 2535.850830
	Iteration 21Q: 3 clusters Score -212348.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -212353.156250 Penalty: 2535.850830
	Iteration 22Q: 3 clusters Score -212353.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -212358.062500 Penalty: 2535.850830
	Iteration 23Q: 3 clusters Score -212358.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -212363.453125 Penalty: 2535.850830
	Iteration 24Q: 3 clusters Score -212363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -212366.359375 Penalty: 2535.850830
	Iteration 25Q: 3 clusters Score -212366.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -212368.671875 Penalty: 2535.850830
	Iteration 26Q: 3 clusters Score -212368.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -212369.593750 Penalty: 2535.850830
	Iteration 27Q: 3 clusters Score -212369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -212370.484375 Penalty: 2535.850830
	Iteration 28Q: 3 clusters Score -212370.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -212370.671875 Penalty: 2535.850830
	Iteration 29Q: 3 clusters Score -212370.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -212370.671875 Penalty: 2535.850830
	Iteration 30F: 3 clusters Score -212370.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Entering Unmasked Estep 
Score: -460186.343750 Penalty: 1391.972412
	Iteration 0F: 2 clusters Score -460186.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -456094.250000 Penalty: 2783.944824
	Iteration 0F: 3 clusters Score -456094.2 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -457242.312500 Penalty: 2783.944824
	Iteration 1F: 3 clusters Score -457242.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -457420.625000 Penalty: 2783.944824
	Iteration 2F: 3 clusters Score -457420.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -457537.187500 Penalty: 2783.944824
	Iteration 3F: 3 clusters Score -457537.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -457618.281250 Penalty: 2783.944824
	Iteration 4Q: 3 clusters Score -457618.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -457673.343750 Penalty: 2783.944824
	Iteration 5Q: 3 clusters Score -457673.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -457730.156250 Penalty: 2783.944824
	Iteration 6Q: 3 clusters Score -457730.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -457777.406250 Penalty: 2783.944824
	Iteration 7Q: 3 clusters Score -457777.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -457829.281250 Penalty: 2783.944824
	Iteration 8Q: 3 clusters Score -457829.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -457883.000000 Penalty: 2783.944824
	Iteration 9Q: 3 clusters Score -457883 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -457929.343750 Penalty: 2783.944824
	Iteration 10Q: 3 clusters Score -457929.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -457966.593750 Penalty: 2783.944824
	Iteration 11Q: 3 clusters Score -457966.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -457989.812500 Penalty: 2783.944824
	Iteration 12Q: 3 clusters Score -457989.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -458007.531250 Penalty: 2783.944824
	Iteration 13Q: 3 clusters Score -458007.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -458022.750000 Penalty: 2783.944824
	Iteration 14Q: 3 clusters Score -458022.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -458036.750000 Penalty: 2783.944824
	Iteration 15Q: 3 clusters Score -458036.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -458050.406250 Penalty: 2783.944824
	Iteration 16Q: 3 clusters Score -458050.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -458064.125000 Penalty: 2783.944824
	Iteration 17Q: 3 clusters Score -458064.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -458077.000000 Penalty: 2783.944824
	Iteration 18Q: 3 clusters Score -458077 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -458092.156250 Penalty: 2783.944824
	Iteration 19Q: 3 clusters Score -458092.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -458112.031250 Penalty: 2783.944824
	Iteration 20F: 3 clusters Score -458112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -458128.656250 Penalty: 2783.944824
	Iteration 21Q: 3 clusters Score -458128.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -458146.781250 Penalty: 2783.944824
	Iteration 22Q: 3 clusters Score -458146.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -458169.125000 Penalty: 2783.944824
	Iteration 23Q: 3 clusters Score -458169.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -458197.125000 Penalty: 2783.944824
	Iteration 24Q: 3 clusters Score -458197.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -458233.781250 Penalty: 2783.944824
	Iteration 25Q: 3 clusters Score -458233.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -458269.906250 Penalty: 2783.944824
	Iteration 26Q: 3 clusters Score -458269.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -458321.125000 Penalty: 2783.944824
	Iteration 27Q: 3 clusters Score -458321.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -458371.437500 Penalty: 2783.944824
	Iteration 28Q: 3 clusters Score -458371.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -458412.125000 Penalty: 2783.944824
	Iteration 29Q: 3 clusters Score -458412.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -458470.656250 Penalty: 2783.944824
	Iteration 30Q: 3 clusters Score -458470.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -458523.093750 Penalty: 2783.944824
	Iteration 31Q: 3 clusters Score -458523.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -458569.750000 Penalty: 2783.944824
	Iteration 32Q: 3 clusters Score -458569.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -458621.156250 Penalty: 2783.944824
	Iteration 33Q: 3 clusters Score -458621.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -458661.000000 Penalty: 2783.944824
	Iteration 34Q: 3 clusters Score -458661 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -458688.406250 Penalty: 2783.944824
	Iteration 35Q: 3 clusters Score -458688.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -458712.187500 Penalty: 2783.944824
	Iteration 36Q: 3 clusters Score -458712.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -458731.468750 Penalty: 2783.944824
	Iteration 37Q: 3 clusters Score -458731.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -458746.250000 Penalty: 2783.944824
	Iteration 38Q: 3 clusters Score -458746.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -458761.156250 Penalty: 2783.944824
	Iteration 39Q: 3 clusters Score -458761.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -458776.437500 Penalty: 2783.944824
	Iteration 40F: 3 clusters Score -458776.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -458791.062500 Penalty: 2783.944824
	Iteration 41Q: 3 clusters Score -458791.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -458808.937500 Penalty: 2783.944824
	Iteration 42Q: 3 clusters Score -458808.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -458822.500000 Penalty: 2783.944824
	Iteration 43Q: 3 clusters Score -458822.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -458838.843750 Penalty: 2783.944824
	Iteration 44Q: 3 clusters Score -458838.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -458861.750000 Penalty: 2783.944824
	Iteration 45Q: 3 clusters Score -458861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -458869.750000 Penalty: 2783.944824
	Iteration 46Q: 3 clusters Score -458869.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -458876.218750 Penalty: 2783.944824
	Iteration 47Q: 3 clusters Score -458876.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -458884.562500 Penalty: 2783.944824
	Iteration 48Q: 3 clusters Score -458884.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -458900.281250 Penalty: 2783.944824
	Iteration 49Q: 3 clusters Score -458900.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -458908.781250 Penalty: 2783.944824
	Iteration 50Q: 3 clusters Score -458908.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -458916.843750 Penalty: 2783.944824
	Iteration 51Q: 3 clusters Score -458916.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -458926.593750 Penalty: 2783.944824
	Iteration 52Q: 3 clusters Score -458926.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -458931.343750 Penalty: 2783.944824
	Iteration 53Q: 3 clusters Score -458931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -458935.531250 Penalty: 2783.944824
	Iteration 54Q: 3 clusters Score -458935.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -458939.062500 Penalty: 2783.944824
	Iteration 55Q: 3 clusters Score -458939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -458941.250000 Penalty: 2783.944824
	Iteration 56Q: 3 clusters Score -458941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -458941.250000 Penalty: 2783.944824
	Iteration 57Q: 3 clusters Score -458941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -458941.593750 Penalty: 2783.944824
	Iteration 58Q: 3 clusters Score -458941.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -458941.593750 Penalty: 2783.944824
	Iteration 59F: 3 clusters Score -458941.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -120138.312500 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -120138.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118474.265625 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -118474.3 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118815.843750 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -118815.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -118878.156250 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -118878.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -118907.695312 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -118907.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118927.742188 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -118927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118938.562500 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -118938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118945.062500 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -118945.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -118951.539062 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -118951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -118957.476562 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -118957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -118960.000000 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -118960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -118961.015625 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -118961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118962.062500 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -118962.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118962.062500 Penalty: 2338.192139
	Iteration 12F: 3 clusters Score -118962.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -122005.890625 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -122005.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -122403.437500 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122403.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -122556.906250 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122556.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -122650.601562 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -122650.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -122716.156250 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122716.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -122765.515625 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122765.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -122815.648438 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122815.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -122877.203125 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122877.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122929.218750 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122929.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -122963.078125 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122963.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -122989.351562 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122989.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123015.710938 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -123015.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -123045.132812 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -123045.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -123068.187500 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -123068.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -123088.742188 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -123088.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123103.273438 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -123103.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -123108.007812 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -123108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -123110.570312 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -123110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -123112.046875 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -123112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -123112.734375 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -123112.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123113.539062 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -123113.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123114.218750 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -123114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123116.835938 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -123116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -123117.609375 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -123117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123118.062500 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -123118.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -123118.062500 Penalty: 2356.225830
	Iteration 25F: 3 clusters Score -123118.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Entering Unmasked Estep 
Score: -1824041.750000 Penalty: 1612.063965
	Iteration 0F: 2 clusters Score -1824042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1810173.250000 Penalty: 3224.127930
	Iteration 0F: 3 clusters Score -1810173 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1815167.000000 Penalty: 3224.127930
	Iteration 1F: 3 clusters Score -1815167 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1815439.375000 Penalty: 3224.127930
	Iteration 2Q: 3 clusters Score -1815439 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1815691.375000 Penalty: 3224.127930
	Iteration 3Q: 3 clusters Score -1815691 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1815923.250000 Penalty: 3224.127930
	Iteration 4Q: 3 clusters Score -1815923 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1816175.000000 Penalty: 3224.127930
	Iteration 5Q: 3 clusters Score -1816175 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1816473.750000 Penalty: 3224.127930
	Iteration 6Q: 3 clusters Score -1816474 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1816796.375000 Penalty: 3224.127930
	Iteration 7Q: 3 clusters Score -1816796 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1817156.875000 Penalty: 3224.127930
	Iteration 8Q: 3 clusters Score -1817157 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1817574.000000 Penalty: 3224.127930
	Iteration 9Q: 3 clusters Score -1817574 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1818017.375000 Penalty: 3224.127930
	Iteration 10Q: 3 clusters Score -1818017 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1818549.875000 Penalty: 3224.127930
	Iteration 11Q: 3 clusters Score -1818550 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1819149.875000 Penalty: 3224.127930
	Iteration 12Q: 3 clusters Score -1819150 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1819639.750000 Penalty: 3224.127930
	Iteration 13Q: 3 clusters Score -1819640 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1820017.750000 Penalty: 3224.127930
	Iteration 14Q: 3 clusters Score -1820018 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1820248.500000 Penalty: 3224.127930
	Iteration 15Q: 3 clusters Score -1820248 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1820396.125000 Penalty: 3224.127930
	Iteration 16Q: 3 clusters Score -1820396 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1820505.375000 Penalty: 3224.127930
	Iteration 17Q: 3 clusters Score -1820505 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1820594.500000 Penalty: 3224.127930
	Iteration 18Q: 3 clusters Score -1820594 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1820687.625000 Penalty: 3224.127930
	Iteration 19Q: 3 clusters Score -1820688 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1820774.875000 Penalty: 3224.127930
	Iteration 20F: 3 clusters Score -1820775 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1820844.875000 Penalty: 3224.127930
	Iteration 21Q: 3 clusters Score -1820845 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1820914.625000 Penalty: 3224.127930
	Iteration 22Q: 3 clusters Score -1820915 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1820975.125000 Penalty: 3224.127930
	Iteration 23Q: 3 clusters Score -1820975 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1821038.500000 Penalty: 3224.127930
	Iteration 24Q: 3 clusters Score -1821038 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -1821089.750000 Penalty: 3224.127930
	Iteration 25Q: 3 clusters Score -1821090 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1821137.500000 Penalty: 3224.127930
	Iteration 26Q: 3 clusters Score -1821138 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1821186.375000 Penalty: 3224.127930
	Iteration 27Q: 3 clusters Score -1821186 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1821225.125000 Penalty: 3224.127930
	Iteration 28Q: 3 clusters Score -1821225 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1821277.375000 Penalty: 3224.127930
	Iteration 29Q: 3 clusters Score -1821277 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1821338.500000 Penalty: 3224.127930
	Iteration 30Q: 3 clusters Score -1821338 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1821373.375000 Penalty: 3224.127930
	Iteration 31Q: 3 clusters Score -1821373 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1821413.375000 Penalty: 3224.127930
	Iteration 32Q: 3 clusters Score -1821413 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1821439.375000 Penalty: 3224.127930
	Iteration 33Q: 3 clusters Score -1821439 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1821471.500000 Penalty: 3224.127930
	Iteration 34Q: 3 clusters Score -1821472 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1821493.625000 Penalty: 3224.127930
	Iteration 35Q: 3 clusters Score -1821494 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1821512.250000 Penalty: 3224.127930
	Iteration 36Q: 3 clusters Score -1821512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1821541.375000 Penalty: 3224.127930
	Iteration 37Q: 3 clusters Score -1821541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1821560.125000 Penalty: 3224.127930
	Iteration 38Q: 3 clusters Score -1821560 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1821578.250000 Penalty: 3224.127930
	Iteration 39Q: 3 clusters Score -1821578 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1821601.250000 Penalty: 3224.127930
	Iteration 40F: 3 clusters Score -1821601 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1821628.500000 Penalty: 3224.127930
	Iteration 41Q: 3 clusters Score -1821628 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -1821653.375000 Penalty: 3224.127930
	Iteration 42Q: 3 clusters Score -1821653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1821669.500000 Penalty: 3224.127930
	Iteration 43Q: 3 clusters Score -1821670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1821683.875000 Penalty: 3224.127930
	Iteration 44Q: 3 clusters Score -1821684 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1821692.375000 Penalty: 3224.127930
	Iteration 45Q: 3 clusters Score -1821692 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -1821712.125000 Penalty: 3224.127930
	Iteration 46Q: 3 clusters Score -1821712 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1821729.250000 Penalty: 3224.127930
	Iteration 47Q: 3 clusters Score -1821729 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1821740.250000 Penalty: 3224.127930
	Iteration 48Q: 3 clusters Score -1821740 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1821759.625000 Penalty: 3224.127930
	Iteration 49Q: 3 clusters Score -1821760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1821767.875000 Penalty: 3224.127930
	Iteration 50Q: 3 clusters Score -1821768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1821770.375000 Penalty: 3224.127930
	Iteration 51Q: 3 clusters Score -1821770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -1821787.125000 Penalty: 3224.127930
	Iteration 52Q: 3 clusters Score -1821787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1821792.125000 Penalty: 3224.127930
	Iteration 53Q: 3 clusters Score -1821792 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1821799.250000 Penalty: 3224.127930
	Iteration 54Q: 3 clusters Score -1821799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -1821801.750000 Penalty: 3224.127930
	Iteration 55Q: 3 clusters Score -1821802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1821810.375000 Penalty: 3224.127930
	Iteration 56Q: 3 clusters Score -1821810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1821816.750000 Penalty: 3224.127930
	Iteration 57Q: 3 clusters Score -1821817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1821820.000000 Penalty: 3224.127930
	Iteration 58Q: 3 clusters Score -1821820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -1821829.125000 Penalty: 3224.127930
	Iteration 59Q: 3 clusters Score -1821829 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1821832.750000 Penalty: 3224.127930
	Iteration 60F: 3 clusters Score -1821833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1821843.375000 Penalty: 3224.127930
	Iteration 61Q: 3 clusters Score -1821843 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1821876.500000 Penalty: 3224.127930
	Iteration 62Q: 3 clusters Score -1821876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1821900.250000 Penalty: 3224.127930
	Iteration 63Q: 3 clusters Score -1821900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1821916.750000 Penalty: 3224.127930
	Iteration 64Q: 3 clusters Score -1821917 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1821931.625000 Penalty: 3224.127930
	Iteration 65Q: 3 clusters Score -1821932 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1821944.625000 Penalty: 3224.127930
	Iteration 66Q: 3 clusters Score -1821945 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -1821966.250000 Penalty: 3224.127930
	Iteration 67Q: 3 clusters Score -1821966 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -1821987.250000 Penalty: 3224.127930
	Iteration 68Q: 3 clusters Score -1821987 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -1822000.750000 Penalty: 3224.127930
	Iteration 69Q: 3 clusters Score -1822001 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1822013.625000 Penalty: 3224.127930
	Iteration 70Q: 3 clusters Score -1822014 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -1822023.500000 Penalty: 3224.127930
	Iteration 71Q: 3 clusters Score -1822024 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1822040.500000 Penalty: 3224.127930
	Iteration 72Q: 3 clusters Score -1822040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -1822056.375000 Penalty: 3224.127930
	Iteration 73Q: 3 clusters Score -1822056 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -1822076.250000 Penalty: 3224.127930
	Iteration 74Q: 3 clusters Score -1822076 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1822090.750000 Penalty: 3224.127930
	Iteration 75Q: 3 clusters Score -1822091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1822105.250000 Penalty: 3224.127930
	Iteration 76Q: 3 clusters Score -1822105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -1822111.875000 Penalty: 3224.127930
	Iteration 77Q: 3 clusters Score -1822112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1822120.125000 Penalty: 3224.127930
	Iteration 78Q: 3 clusters Score -1822120 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -1822133.000000 Penalty: 3224.127930
	Iteration 79Q: 3 clusters Score -1822133 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -1822143.750000 Penalty: 3224.127930
	Iteration 80F: 3 clusters Score -1822144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -1822154.250000 Penalty: 3224.127930
	Iteration 81Q: 3 clusters Score -1822154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -1822163.625000 Penalty: 3224.127930
	Iteration 82Q: 3 clusters Score -1822164 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -1822170.125000 Penalty: 3224.127930
	Iteration 83Q: 3 clusters Score -1822170 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -1822188.500000 Penalty: 3224.127930
	Iteration 84Q: 3 clusters Score -1822188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -1822200.500000 Penalty: 3224.127930
	Iteration 85Q: 3 clusters Score -1822200 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1822217.625000 Penalty: 3224.127930
	Iteration 86Q: 3 clusters Score -1822218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -1822229.125000 Penalty: 3224.127930
	Iteration 87Q: 3 clusters Score -1822229 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -1822240.875000 Penalty: 3224.127930
	Iteration 88Q: 3 clusters Score -1822241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1822246.750000 Penalty: 3224.127930
	Iteration 89Q: 3 clusters Score -1822247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1822245.750000 Penalty: 3224.127930
	Iteration 90Q: 3 clusters Score -1822246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -1822261.875000 Penalty: 3224.127930
	Iteration 91Q: 3 clusters Score -1822262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1822263.000000 Penalty: 3224.127930
	Iteration 92Q: 3 clusters Score -1822263 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1822267.250000 Penalty: 3224.127930
	Iteration 93Q: 3 clusters Score -1822267 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1822281.125000 Penalty: 3224.127930
	Iteration 94Q: 3 clusters Score -1822281 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1822293.625000 Penalty: 3224.127930
	Iteration 95Q: 3 clusters Score -1822294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -1822301.875000 Penalty: 3224.127930
	Iteration 96Q: 3 clusters Score -1822302 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -1822310.375000 Penalty: 3224.127930
	Iteration 97Q: 3 clusters Score -1822310 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1822315.250000 Penalty: 3224.127930
	Iteration 98Q: 3 clusters Score -1822315 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1822323.625000 Penalty: 3224.127930
	Iteration 99Q: 3 clusters Score -1822324 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1822327.500000 Penalty: 3224.127930
	Iteration 100F: 3 clusters Score -1822328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -1822336.375000 Penalty: 3224.127930
	Iteration 101Q: 3 clusters Score -1822336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1822335.875000 Penalty: 3224.127930
	Iteration 102Q: 3 clusters Score -1822336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1822340.500000 Penalty: 3224.127930
	Iteration 103Q: 3 clusters Score -1822340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1822349.250000 Penalty: 3224.127930
	Iteration 104Q: 3 clusters Score -1822349 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1822353.875000 Penalty: 3224.127930
	Iteration 105Q: 3 clusters Score -1822354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1822358.625000 Penalty: 3224.127930
	Iteration 106Q: 3 clusters Score -1822359 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1822359.125000 Penalty: 3224.127930
	Iteration 107Q: 3 clusters Score -1822359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -1822371.750000 Penalty: 3224.127930
	Iteration 108Q: 3 clusters Score -1822372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1822372.125000 Penalty: 3224.127930
	Iteration 109Q: 3 clusters Score -1822372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -1822384.375000 Penalty: 3224.127930
	Iteration 110Q: 3 clusters Score -1822384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1822389.625000 Penalty: 3224.127930
	Iteration 111Q: 3 clusters Score -1822390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1822384.125000 Penalty: 3224.127930
	Iteration 112Q: 3 clusters Score -1822384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1822382.000000 Penalty: 3224.127930
	Iteration 113Q: 3 clusters Score -1822382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1822384.375000 Penalty: 3224.127930
	Iteration 114Q: 3 clusters Score -1822384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1822386.875000 Penalty: 3224.127930
	Iteration 115Q: 3 clusters Score -1822387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -1822388.875000 Penalty: 3224.127930
	Iteration 116Q: 3 clusters Score -1822389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1822391.125000 Penalty: 3224.127930
	Iteration 117Q: 3 clusters Score -1822391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1822390.375000 Penalty: 3224.127930
	Iteration 118Q: 3 clusters Score -1822390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1822390.750000 Penalty: 3224.127930
	Iteration 119Q: 3 clusters Score -1822391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1822392.875000 Penalty: 3224.127930
	Iteration 120F: 3 clusters Score -1822393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1822395.125000 Penalty: 3224.127930
	Iteration 121Q: 3 clusters Score -1822395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1822394.500000 Penalty: 3224.127930
	Iteration 122Q: 3 clusters Score -1822394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1822396.250000 Penalty: 3224.127930
	Iteration 123Q: 3 clusters Score -1822396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -1822396.250000 Penalty: 3224.127930
	Iteration 124Q: 3 clusters Score -1822396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -1822400.875000 Penalty: 3224.127930
	Iteration 125Q: 3 clusters Score -1822401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1822401.250000 Penalty: 3224.127930
	Iteration 126Q: 3 clusters Score -1822401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1822403.625000 Penalty: 3224.127930
	Iteration 127Q: 3 clusters Score -1822404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1822404.375000 Penalty: 3224.127930
	Iteration 128Q: 3 clusters Score -1822404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1822404.375000 Penalty: 3224.127930
	Iteration 129F: 3 clusters Score -1822404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (11975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Entering Unmasked Estep 
Score: -1109985.000000 Penalty: 1525.968628
	Iteration 0F: 2 clusters Score -1109985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1101507.875000 Penalty: 3051.937256
	Iteration 0F: 3 clusters Score -1101508 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1104347.000000 Penalty: 3051.937256
	Iteration 1F: 3 clusters Score -1104347 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1104599.000000 Penalty: 3051.937256
	Iteration 2F: 3 clusters Score -1104599 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1104809.250000 Penalty: 3051.937256
	Iteration 3Q: 3 clusters Score -1104809 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1105024.875000 Penalty: 3051.937256
	Iteration 4Q: 3 clusters Score -1105025 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1105311.250000 Penalty: 3051.937256
	Iteration 5Q: 3 clusters Score -1105311 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1105685.625000 Penalty: 3051.937256
	Iteration 6F: 3 clusters Score -1105686 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1106076.125000 Penalty: 3051.937256
	Iteration 7F: 3 clusters Score -1106076 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1106488.500000 Penalty: 3051.937256
	Iteration 8F: 3 clusters Score -1106488 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1106880.500000 Penalty: 3051.937256
	Iteration 9F: 3 clusters Score -1106880 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1107204.500000 Penalty: 3051.937256
	Iteration 10Q: 3 clusters Score -1107204 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1107456.375000 Penalty: 3051.937256
	Iteration 11Q: 3 clusters Score -1107456 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1107701.500000 Penalty: 3051.937256
	Iteration 12Q: 3 clusters Score -1107702 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1107944.125000 Penalty: 3051.937256
	Iteration 13Q: 3 clusters Score -1107944 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1108133.125000 Penalty: 3051.937256
	Iteration 14Q: 3 clusters Score -1108133 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1108257.250000 Penalty: 3051.937256
	Iteration 15Q: 3 clusters Score -1108257 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1108378.625000 Penalty: 3051.937256
	Iteration 16Q: 3 clusters Score -1108379 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -1108479.000000 Penalty: 3051.937256
	Iteration 17Q: 3 clusters Score -1108479 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1108587.500000 Penalty: 3051.937256
	Iteration 18Q: 3 clusters Score -1108588 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1108674.500000 Penalty: 3051.937256
	Iteration 19Q: 3 clusters Score -1108674 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1108719.875000 Penalty: 3051.937256
	Iteration 20F: 3 clusters Score -1108720 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1108742.500000 Penalty: 3051.937256
	Iteration 21Q: 3 clusters Score -1108742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1108767.250000 Penalty: 3051.937256
	Iteration 22Q: 3 clusters Score -1108767 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1108774.250000 Penalty: 3051.937256
	Iteration 23Q: 3 clusters Score -1108774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1108792.500000 Penalty: 3051.937256
	Iteration 24Q: 3 clusters Score -1108792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1108810.625000 Penalty: 3051.937256
	Iteration 25Q: 3 clusters Score -1108811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1108827.250000 Penalty: 3051.937256
	Iteration 26Q: 3 clusters Score -1108827 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1108843.125000 Penalty: 3051.937256
	Iteration 27Q: 3 clusters Score -1108843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1108858.875000 Penalty: 3051.937256
	Iteration 28Q: 3 clusters Score -1108859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1108872.500000 Penalty: 3051.937256
	Iteration 29Q: 3 clusters Score -1108872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1108879.375000 Penalty: 3051.937256
	Iteration 30Q: 3 clusters Score -1108879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1108885.000000 Penalty: 3051.937256
	Iteration 31Q: 3 clusters Score -1108885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1108885.750000 Penalty: 3051.937256
	Iteration 32Q: 3 clusters Score -1108886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1108885.250000 Penalty: 3051.937256
	Iteration 33Q: 3 clusters Score -1108885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1108886.625000 Penalty: 3051.937256
	Iteration 34Q: 3 clusters Score -1108887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1108886.500000 Penalty: 3051.937256
	Iteration 35Q: 3 clusters Score -1108886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1108888.125000 Penalty: 3051.937256
	Iteration 36Q: 3 clusters Score -1108888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1108887.750000 Penalty: 3051.937256
	Iteration 37Q: 3 clusters Score -1108888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1108890.750000 Penalty: 3051.937256
	Iteration 38Q: 3 clusters Score -1108891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1108891.125000 Penalty: 3051.937256
	Iteration 39Q: 3 clusters Score -1108891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1108890.375000 Penalty: 3051.937256
	Iteration 40F: 3 clusters Score -1108890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1108890.375000 Penalty: 3051.937256
	Iteration 41Q: 3 clusters Score -1108890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1108893.375000 Penalty: 3051.937256
	Iteration 42Q: 3 clusters Score -1108893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1108894.250000 Penalty: 3051.937256
	Iteration 43Q: 3 clusters Score -1108894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1108895.375000 Penalty: 3051.937256
	Iteration 44Q: 3 clusters Score -1108895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1108898.500000 Penalty: 3051.937256
	Iteration 45Q: 3 clusters Score -1108898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1108896.250000 Penalty: 3051.937256
	Iteration 46Q: 3 clusters Score -1108896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1108897.875000 Penalty: 3051.937256
	Iteration 47Q: 3 clusters Score -1108898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1108899.250000 Penalty: 3051.937256
	Iteration 48Q: 3 clusters Score -1108899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1108898.750000 Penalty: 3051.937256
	Iteration 49Q: 3 clusters Score -1108899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1108899.375000 Penalty: 3051.937256
	Iteration 50Q: 3 clusters Score -1108899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1108903.250000 Penalty: 3051.937256
	Iteration 51Q: 3 clusters Score -1108903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1108900.750000 Penalty: 3051.937256
	Iteration 52Q: 3 clusters Score -1108901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1108901.875000 Penalty: 3051.937256
	Iteration 53Q: 3 clusters Score -1108902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1108904.750000 Penalty: 3051.937256
	Iteration 54Q: 3 clusters Score -1108905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1108903.375000 Penalty: 3051.937256
	Iteration 55Q: 3 clusters Score -1108903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1108903.375000 Penalty: 3051.937256
	Iteration 56F: 3 clusters Score -1108903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 67269 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 18299 members 
Mstep: Class 8 contains 8069 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28896 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20341 members 
Mstep: Class 26 contains 11975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817582.000000 Penalty: 53018.050781
Iteration 319Q: 27 clusters Score -2.481758e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 67267 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 8066 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4658 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 3493 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11625 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2447 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20347 members 
Mstep: Class 26 contains 11979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817566.000000 Penalty: 53018.050781
Iteration 320F: 27 clusters Score -2.481757e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 67263 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1443 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33197 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11629 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5250 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20350 members 
Mstep: Class 26 contains 11987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817592.000000 Penalty: 53018.050781
Iteration 321Q: 27 clusters Score -2.481759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1441 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28893 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11628 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20351 members 
Mstep: Class 26 contains 11997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817596.000000 Penalty: 53018.050781
Iteration 322Q: 27 clusters Score -2.48176e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12923 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11632 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20355 members 
Mstep: Class 26 contains 12008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817590.000000 Penalty: 53018.050781
Iteration 323Q: 27 clusters Score -2.481759e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 67263 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1433 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11627 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20354 members 
Mstep: Class 26 contains 12021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817570.000000 Penalty: 53018.050781
Iteration 324Q: 27 clusters Score -2.481757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 67262 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1432 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8064 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11624 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20354 members 
Mstep: Class 26 contains 12028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817572.000000 Penalty: 53018.050781
Iteration 325Q: 27 clusters Score -2.481757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1431 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8064 members 
Mstep: Class 9 contains 5851 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20359 members 
Mstep: Class 26 contains 12037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817582.000000 Penalty: 53018.050781
Iteration 326Q: 27 clusters Score -2.481758e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5745 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20365 members 
Mstep: Class 26 contains 12043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817556.000000 Penalty: 53018.050781
Iteration 327Q: 27 clusters Score -2.481756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4751 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11622 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20363 members 
Mstep: Class 26 contains 12053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817580.000000 Penalty: 53018.050781
Iteration 328Q: 27 clusters Score -2.481758e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1426 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20362 members 
Mstep: Class 26 contains 12062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817598.000000 Penalty: 53018.050781
Iteration 329Q: 27 clusters Score -2.48176e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8065 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20364 members 
Mstep: Class 26 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817600.000000 Penalty: 53018.050781
Iteration 330Q: 27 clusters Score -2.48176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 67261 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20365 members 
Mstep: Class 26 contains 12080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817588.000000 Penalty: 53018.050781
Iteration 331Q: 27 clusters Score -2.481759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 67261 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4753 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1422 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20363 members 
Mstep: Class 26 contains 12088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817594.000000 Penalty: 53018.050781
Iteration 332Q: 27 clusters Score -2.481759e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 67261 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3494 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11619 members 
Mstep: Class 19 contains 2867 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20365 members 
Mstep: Class 26 contains 12100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817612.000000 Penalty: 53018.050781
Iteration 333Q: 27 clusters Score -2.481761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11620 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20366 members 
Mstep: Class 26 contains 12112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817612.000000 Penalty: 53018.050781
Iteration 334Q: 27 clusters Score -2.481761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3495 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11621 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6669 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1332 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20368 members 
Mstep: Class 26 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817636.000000 Penalty: 53018.050781
Iteration 335Q: 27 clusters Score -2.481764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8063 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3496 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11618 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20368 members 
Mstep: Class 26 contains 12121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817646.000000 Penalty: 53018.050781
Iteration 336Q: 27 clusters Score -2.481765e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33208 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11614 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20369 members 
Mstep: Class 26 contains 12125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817628.000000 Penalty: 53018.050781
Iteration 337Q: 27 clusters Score -2.481763e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18305 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33211 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3498 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5251 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20364 members 
Mstep: Class 26 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817640.000000 Penalty: 53018.050781
Iteration 338Q: 27 clusters Score -2.481764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33210 members 
Mstep: Class 13 contains 5744 members 
Mstep: Class 14 contains 3499 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11612 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20365 members 
Mstep: Class 26 contains 12139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817666.000000 Penalty: 53018.050781
Iteration 339Q: 27 clusters Score -2.481767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 67261 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33210 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11610 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20363 members 
Mstep: Class 26 contains 12141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 340F: 27 clusters Score -2.481766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4756 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20362 members 
Mstep: Class 26 contains 12149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817670.000000 Penalty: 53018.050781
Iteration 341Q: 27 clusters Score -2.481767e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 67262 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33211 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11609 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2446 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20362 members 
Mstep: Class 26 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817690.000000 Penalty: 53018.050781
Iteration 342Q: 27 clusters Score -2.481769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 67262 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20363 members 
Mstep: Class 26 contains 12158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817690.000000 Penalty: 53018.050781
Iteration 343Q: 27 clusters Score -2.481769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 67260 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18304 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20366 members 
Mstep: Class 26 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817656.000000 Penalty: 53018.050781
Iteration 344Q: 27 clusters Score -2.481766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 8062 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20365 members 
Mstep: Class 26 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817672.000000 Penalty: 53018.050781
Iteration 345Q: 27 clusters Score -2.481767e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8061 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33213 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20367 members 
Mstep: Class 26 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817658.000000 Penalty: 53018.050781
Iteration 346Q: 27 clusters Score -2.481766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12929 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8061 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33215 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2864 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817686.000000 Penalty: 53018.050781
Iteration 347Q: 27 clusters Score -2.481769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4760 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33214 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817672.000000 Penalty: 53018.050781
Iteration 348Q: 27 clusters Score -2.481767e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18301 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33212 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3500 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2865 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20381 members 
Mstep: Class 26 contains 12193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 349Q: 27 clusters Score -2.481766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 67257 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18302 members 
Mstep: Class 8 contains 8061 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33210 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2866 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20383 members 
Mstep: Class 26 contains 12203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817658.000000 Penalty: 53018.050781
Iteration 350Q: 27 clusters Score -2.481766e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18303 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33210 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817654.000000 Penalty: 53018.050781
Iteration 351Q: 27 clusters Score -2.481765e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 67255 members 
Mstep: Class 3 contains 12925 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33209 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20380 members 
Mstep: Class 26 contains 12224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817640.000000 Penalty: 53018.050781
Iteration 352Q: 27 clusters Score -2.481764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 67255 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33208 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3507 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20381 members 
Mstep: Class 26 contains 12230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817636.000000 Penalty: 53018.050781
Iteration 353Q: 27 clusters Score -2.481764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12927 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33208 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20384 members 
Mstep: Class 26 contains 12238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817614.000000 Penalty: 53018.050781
Iteration 354Q: 27 clusters Score -2.481761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12931 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8058 members 
Mstep: Class 9 contains 5850 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33208 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20384 members 
Mstep: Class 26 contains 12243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 355Q: 27 clusters Score -2.481766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8056 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20388 members 
Mstep: Class 26 contains 12247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817620.000000 Penalty: 53018.050781
Iteration 356Q: 27 clusters Score -2.481762e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12933 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8057 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20390 members 
Mstep: Class 26 contains 12252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817620.000000 Penalty: 53018.050781
Iteration 357Q: 27 clusters Score -2.481762e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 67257 members 
Mstep: Class 3 contains 12934 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8057 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20396 members 
Mstep: Class 26 contains 12256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817646.000000 Penalty: 53018.050781
Iteration 358Q: 27 clusters Score -2.481765e+07 nChanged 16
Entering ConstructFrom: 
Score: -24817646.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (13063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Entering Unmasked Estep 
Score: -1224477.375000 Penalty: 1540.100098
	Iteration 0F: 2 clusters Score -1224477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1215334.375000 Penalty: 3080.200195
	Iteration 0F: 3 clusters Score -1215334 nChanged 5741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1218539.875000 Penalty: 3080.200195
	Iteration 1F: 3 clusters Score -1218540 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1218879.250000 Penalty: 3080.200195
	Iteration 2F: 3 clusters Score -1218879 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1219241.375000 Penalty: 3080.200195
	Iteration 3F: 3 clusters Score -1219241 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1219629.875000 Penalty: 3080.200195
	Iteration 4F: 3 clusters Score -1219630 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1220027.875000 Penalty: 3080.200195
	Iteration 5F: 3 clusters Score -1220028 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1220443.750000 Penalty: 3080.200195
	Iteration 6F: 3 clusters Score -1220444 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1220930.875000 Penalty: 3080.200195
	Iteration 7F: 3 clusters Score -1220931 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1221454.500000 Penalty: 3080.200195
	Iteration 8F: 3 clusters Score -1221454 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1221944.250000 Penalty: 3080.200195
	Iteration 9Q: 3 clusters Score -1221944 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1222340.875000 Penalty: 3080.200195
	Iteration 10Q: 3 clusters Score -1222341 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1222604.125000 Penalty: 3080.200195
	Iteration 11Q: 3 clusters Score -1222604 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1222774.750000 Penalty: 3080.200195
	Iteration 12Q: 3 clusters Score -1222775 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1222897.125000 Penalty: 3080.200195
	Iteration 13Q: 3 clusters Score -1222897 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1222963.625000 Penalty: 3080.200195
	Iteration 14Q: 3 clusters Score -1222964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1222999.375000 Penalty: 3080.200195
	Iteration 15Q: 3 clusters Score -1222999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1223019.000000 Penalty: 3080.200195
	Iteration 16Q: 3 clusters Score -1223019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1223044.625000 Penalty: 3080.200195
	Iteration 17Q: 3 clusters Score -1223045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1223075.875000 Penalty: 3080.200195
	Iteration 18Q: 3 clusters Score -1223076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1223091.750000 Penalty: 3080.200195
	Iteration 19Q: 3 clusters Score -1223092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1223114.000000 Penalty: 3080.200195
	Iteration 20F: 3 clusters Score -1223114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1223125.375000 Penalty: 3080.200195
	Iteration 21Q: 3 clusters Score -1223125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1223138.625000 Penalty: 3080.200195
	Iteration 22Q: 3 clusters Score -1223139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1223153.750000 Penalty: 3080.200195
	Iteration 23Q: 3 clusters Score -1223154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1223167.250000 Penalty: 3080.200195
	Iteration 24Q: 3 clusters Score -1223167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1223176.000000 Penalty: 3080.200195
	Iteration 25Q: 3 clusters Score -1223176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1223178.125000 Penalty: 3080.200195
	Iteration 26Q: 3 clusters Score -1223178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1223180.750000 Penalty: 3080.200195
	Iteration 27Q: 3 clusters Score -1223181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1223181.750000 Penalty: 3080.200195
	Iteration 28Q: 3 clusters Score -1223182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1223181.750000 Penalty: 3080.200195
	Iteration 29F: 3 clusters Score -1223182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Entering Unmasked Estep 
Score: -6241638.000000 Penalty: 1806.397339
	Iteration 0F: 2 clusters Score -6241638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -6197038.500000 Penalty: 3612.794678
	Iteration 0F: 3 clusters Score -6197038 nChanged 31742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -6215426.000000 Penalty: 3612.794678
	Iteration 1F: 3 clusters Score -6215426 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -6216241.000000 Penalty: 3612.794678
	Iteration 2Q: 3 clusters Score -6216241 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -6217266.500000 Penalty: 3612.794678
	Iteration 3Q: 3 clusters Score -6217266 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -6218458.000000 Penalty: 3612.794678
	Iteration 4Q: 3 clusters Score -6218458 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6220159.500000 Penalty: 3612.794678
	Iteration 5F: 3 clusters Score -6220160 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -6222455.500000 Penalty: 3612.794678
	Iteration 6F: 3 clusters Score -6222456 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -6225107.000000 Penalty: 3612.794678
	Iteration 7F: 3 clusters Score -6225107 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -6227370.500000 Penalty: 3612.794678
	Iteration 8F: 3 clusters Score -6227370 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -6228826.000000 Penalty: 3612.794678
	Iteration 9Q: 3 clusters Score -6228826 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -6229507.500000 Penalty: 3612.794678
	Iteration 10Q: 3 clusters Score -6229508 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6229869.000000 Penalty: 3612.794678
	Iteration 11Q: 3 clusters Score -6229869 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6230087.500000 Penalty: 3612.794678
	Iteration 12Q: 3 clusters Score -6230088 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -6230270.500000 Penalty: 3612.794678
	Iteration 13Q: 3 clusters Score -6230270 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6230431.500000 Penalty: 3612.794678
	Iteration 14Q: 3 clusters Score -6230432 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -6230637.500000 Penalty: 3612.794678
	Iteration 15Q: 3 clusters Score -6230638 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -6230884.500000 Penalty: 3612.794678
	Iteration 16Q: 3 clusters Score -6230884 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -6231143.000000 Penalty: 3612.794678
	Iteration 17Q: 3 clusters Score -6231143 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -6231424.000000 Penalty: 3612.794678
	Iteration 18Q: 3 clusters Score -6231424 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 50177 members 
Entering Unmasked Estep 
Score: -6231792.500000 Penalty: 3612.794678
	Iteration 19Q: 3 clusters Score -6231792 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 51230 members 
Entering Unmasked Estep 
Score: -6232189.000000 Penalty: 3612.794678
	Iteration 20F: 3 clusters Score -6232189 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -6232599.500000 Penalty: 3612.794678
	Iteration 21Q: 3 clusters Score -6232600 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 53403 members 
Entering Unmasked Estep 
Score: -6233028.000000 Penalty: 3612.794678
	Iteration 22Q: 3 clusters Score -6233028 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -6233486.500000 Penalty: 3612.794678
	Iteration 23Q: 3 clusters Score -6233486 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -6233911.000000 Penalty: 3612.794678
	Iteration 24Q: 3 clusters Score -6233911 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 56515 members 
Entering Unmasked Estep 
Score: -6234399.500000 Penalty: 3612.794678
	Iteration 25Q: 3 clusters Score -6234400 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -6234963.000000 Penalty: 3612.794678
	Iteration 26Q: 3 clusters Score -6234963 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 58546 members 
Entering Unmasked Estep 
Score: -6235554.500000 Penalty: 3612.794678
	Iteration 27Q: 3 clusters Score -6235554 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 59460 members 
Entering Unmasked Estep 
Score: -6236083.000000 Penalty: 3612.794678
	Iteration 28Q: 3 clusters Score -6236083 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -6236622.000000 Penalty: 3612.794678
	Iteration 29Q: 3 clusters Score -6236622 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 61186 members 
Entering Unmasked Estep 
Score: -6237141.000000 Penalty: 3612.794678
	Iteration 30Q: 3 clusters Score -6237141 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 61946 members 
Entering Unmasked Estep 
Score: -6237661.500000 Penalty: 3612.794678
	Iteration 31Q: 3 clusters Score -6237662 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 62613 members 
Entering Unmasked Estep 
Score: -6238063.000000 Penalty: 3612.794678
	Iteration 32Q: 3 clusters Score -6238063 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 63213 members 
Entering Unmasked Estep 
Score: -6238394.500000 Penalty: 3612.794678
	Iteration 33Q: 3 clusters Score -6238394 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 63753 members 
Entering Unmasked Estep 
Score: -6238696.000000 Penalty: 3612.794678
	Iteration 34Q: 3 clusters Score -6238696 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -6238975.000000 Penalty: 3612.794678
	Iteration 35Q: 3 clusters Score -6238975 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -6239239.000000 Penalty: 3612.794678
	Iteration 36Q: 3 clusters Score -6239239 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 64972 members 
Entering Unmasked Estep 
Score: -6239456.000000 Penalty: 3612.794678
	Iteration 37Q: 3 clusters Score -6239456 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 65253 members 
Entering Unmasked Estep 
Score: -6239598.500000 Penalty: 3612.794678
	Iteration 38Q: 3 clusters Score -6239598 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -6239745.000000 Penalty: 3612.794678
	Iteration 39Q: 3 clusters Score -6239745 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 65656 members 
Entering Unmasked Estep 
Score: -6239837.000000 Penalty: 3612.794678
	Iteration 40F: 3 clusters Score -6239837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -6239925.500000 Penalty: 3612.794678
	Iteration 41Q: 3 clusters Score -6239926 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -6240000.500000 Penalty: 3612.794678
	Iteration 42Q: 3 clusters Score -6240000 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 66017 members 
Entering Unmasked Estep 
Score: -6240074.500000 Penalty: 3612.794678
	Iteration 43Q: 3 clusters Score -6240074 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -6240101.500000 Penalty: 3612.794678
	Iteration 44Q: 3 clusters Score -6240102 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 66150 members 
Entering Unmasked Estep 
Score: -6240149.000000 Penalty: 3612.794678
	Iteration 45Q: 3 clusters Score -6240149 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -6240169.500000 Penalty: 3612.794678
	Iteration 46Q: 3 clusters Score -6240170 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 66241 members 
Entering Unmasked Estep 
Score: -6240194.000000 Penalty: 3612.794678
	Iteration 47Q: 3 clusters Score -6240194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -6240200.500000 Penalty: 3612.794678
	Iteration 48Q: 3 clusters Score -6240200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -6240213.500000 Penalty: 3612.794678
	Iteration 49Q: 3 clusters Score -6240214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -6240229.000000 Penalty: 3612.794678
	Iteration 50Q: 3 clusters Score -6240229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 66340 members 
Entering Unmasked Estep 
Score: -6240252.000000 Penalty: 3612.794678
	Iteration 51Q: 3 clusters Score -6240252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 66368 members 
Entering Unmasked Estep 
Score: -6240266.000000 Penalty: 3612.794678
	Iteration 52Q: 3 clusters Score -6240266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -6240280.000000 Penalty: 3612.794678
	Iteration 53Q: 3 clusters Score -6240280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 66399 members 
Entering Unmasked Estep 
Score: -6240286.500000 Penalty: 3612.794678
	Iteration 54Q: 3 clusters Score -6240286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 66414 members 
Entering Unmasked Estep 
Score: -6240294.000000 Penalty: 3612.794678
	Iteration 55Q: 3 clusters Score -6240294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 66430 members 
Entering Unmasked Estep 
Score: -6240302.000000 Penalty: 3612.794678
	Iteration 56Q: 3 clusters Score -6240302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -6240311.000000 Penalty: 3612.794678
	Iteration 57Q: 3 clusters Score -6240311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 66451 members 
Entering Unmasked Estep 
Score: -6240313.500000 Penalty: 3612.794678
	Iteration 58Q: 3 clusters Score -6240314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 66454 members 
Entering Unmasked Estep 
Score: -6240317.000000 Penalty: 3612.794678
	Iteration 59Q: 3 clusters Score -6240317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 66455 members 
Entering Unmasked Estep 
Score: -6240316.500000 Penalty: 3612.794678
	Iteration 60F: 3 clusters Score -6240316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -6240316.500000 Penalty: 3612.794678
	Iteration 61Q: 3 clusters Score -6240316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 66456 members 
Entering Unmasked Estep 
Score: -6240316.500000 Penalty: 3612.794678
	Iteration 62F: 3 clusters Score -6240316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Entering Unmasked Estep 
Score: -1181566.750000 Penalty: 1538.462158
	Iteration 0F: 2 clusters Score -1181567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1172462.875000 Penalty: 3076.924316
	Iteration 0F: 3 clusters Score -1172463 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1175715.750000 Penalty: 3076.924316
	Iteration 1F: 3 clusters Score -1175716 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1176176.500000 Penalty: 3076.924316
	Iteration 2F: 3 clusters Score -1176176 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1176646.250000 Penalty: 3076.924316
	Iteration 3F: 3 clusters Score -1176646 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1177186.000000 Penalty: 3076.924316
	Iteration 4F: 3 clusters Score -1177186 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1177863.875000 Penalty: 3076.924316
	Iteration 5F: 3 clusters Score -1177864 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1178606.625000 Penalty: 3076.924316
	Iteration 6F: 3 clusters Score -1178607 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1179278.125000 Penalty: 3076.924316
	Iteration 7F: 3 clusters Score -1179278 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1179794.750000 Penalty: 3076.924316
	Iteration 8F: 3 clusters Score -1179795 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1180106.250000 Penalty: 3076.924316
	Iteration 9Q: 3 clusters Score -1180106 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1180304.625000 Penalty: 3076.924316
	Iteration 10Q: 3 clusters Score -1180305 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1180440.500000 Penalty: 3076.924316
	Iteration 11Q: 3 clusters Score -1180440 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1180530.125000 Penalty: 3076.924316
	Iteration 12Q: 3 clusters Score -1180530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1180583.500000 Penalty: 3076.924316
	Iteration 13Q: 3 clusters Score -1180584 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1180624.250000 Penalty: 3076.924316
	Iteration 14Q: 3 clusters Score -1180624 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1180662.000000 Penalty: 3076.924316
	Iteration 15Q: 3 clusters Score -1180662 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1180689.500000 Penalty: 3076.924316
	Iteration 16Q: 3 clusters Score -1180690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1180712.250000 Penalty: 3076.924316
	Iteration 17Q: 3 clusters Score -1180712 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1180725.000000 Penalty: 3076.924316
	Iteration 18Q: 3 clusters Score -1180725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1180743.875000 Penalty: 3076.924316
	Iteration 19Q: 3 clusters Score -1180744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1180757.875000 Penalty: 3076.924316
	Iteration 20F: 3 clusters Score -1180758 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1180772.375000 Penalty: 3076.924316
	Iteration 21Q: 3 clusters Score -1180772 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1180783.875000 Penalty: 3076.924316
	Iteration 22Q: 3 clusters Score -1180784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1180795.250000 Penalty: 3076.924316
	Iteration 23Q: 3 clusters Score -1180795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1180796.625000 Penalty: 3076.924316
	Iteration 24Q: 3 clusters Score -1180797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1180807.750000 Penalty: 3076.924316
	Iteration 25Q: 3 clusters Score -1180808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1180810.875000 Penalty: 3076.924316
	Iteration 26Q: 3 clusters Score -1180811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1180816.875000 Penalty: 3076.924316
	Iteration 27Q: 3 clusters Score -1180817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1180821.375000 Penalty: 3076.924316
	Iteration 28Q: 3 clusters Score -1180821 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1180826.000000 Penalty: 3076.924316
	Iteration 29Q: 3 clusters Score -1180826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1180831.000000 Penalty: 3076.924316
	Iteration 30Q: 3 clusters Score -1180831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1180831.125000 Penalty: 3076.924316
	Iteration 31Q: 3 clusters Score -1180831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1180835.625000 Penalty: 3076.924316
	Iteration 32Q: 3 clusters Score -1180836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1180837.125000 Penalty: 3076.924316
	Iteration 33Q: 3 clusters Score -1180837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1180844.125000 Penalty: 3076.924316
	Iteration 34Q: 3 clusters Score -1180844 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1180845.000000 Penalty: 3076.924316
	Iteration 35Q: 3 clusters Score -1180845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1180846.875000 Penalty: 3076.924316
	Iteration 36Q: 3 clusters Score -1180847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1180850.875000 Penalty: 3076.924316
	Iteration 37Q: 3 clusters Score -1180851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1180849.250000 Penalty: 3076.924316
	Iteration 38Q: 3 clusters Score -1180849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1180849.375000 Penalty: 3076.924316
	Iteration 39Q: 3 clusters Score -1180849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1180855.000000 Penalty: 3076.924316
	Iteration 40F: 3 clusters Score -1180855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1180858.375000 Penalty: 3076.924316
	Iteration 41Q: 3 clusters Score -1180858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1180855.250000 Penalty: 3076.924316
	Iteration 42Q: 3 clusters Score -1180855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1180861.000000 Penalty: 3076.924316
	Iteration 43Q: 3 clusters Score -1180861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1180862.250000 Penalty: 3076.924316
	Iteration 44Q: 3 clusters Score -1180862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1180860.375000 Penalty: 3076.924316
	Iteration 45Q: 3 clusters Score -1180860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1180863.875000 Penalty: 3076.924316
	Iteration 46Q: 3 clusters Score -1180864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1180864.000000 Penalty: 3076.924316
	Iteration 47Q: 3 clusters Score -1180864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1180866.625000 Penalty: 3076.924316
	Iteration 48Q: 3 clusters Score -1180867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1180864.375000 Penalty: 3076.924316
	Iteration 49Q: 3 clusters Score -1180864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1180867.500000 Penalty: 3076.924316
	Iteration 50Q: 3 clusters Score -1180868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1180872.625000 Penalty: 3076.924316
	Iteration 51Q: 3 clusters Score -1180873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1180873.000000 Penalty: 3076.924316
	Iteration 52Q: 3 clusters Score -1180873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1180870.250000 Penalty: 3076.924316
	Iteration 53Q: 3 clusters Score -1180870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1180873.625000 Penalty: 3076.924316
	Iteration 54Q: 3 clusters Score -1180874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1180874.625000 Penalty: 3076.924316
	Iteration 55Q: 3 clusters Score -1180875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1180878.250000 Penalty: 3076.924316
	Iteration 56Q: 3 clusters Score -1180878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1180876.875000 Penalty: 3076.924316
	Iteration 57Q: 3 clusters Score -1180877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1180880.250000 Penalty: 3076.924316
	Iteration 58Q: 3 clusters Score -1180880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1180885.375000 Penalty: 3076.924316
	Iteration 59Q: 3 clusters Score -1180885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1180884.125000 Penalty: 3076.924316
	Iteration 60F: 3 clusters Score -1180884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1180885.125000 Penalty: 3076.924316
	Iteration 61Q: 3 clusters Score -1180885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1180887.375000 Penalty: 3076.924316
	Iteration 62Q: 3 clusters Score -1180887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1180887.375000 Penalty: 3076.924316
	Iteration 63Q: 3 clusters Score -1180887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1180888.125000 Penalty: 3076.924316
	Iteration 64Q: 3 clusters Score -1180888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1180887.875000 Penalty: 3076.924316
	Iteration 65Q: 3 clusters Score -1180888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1180890.125000 Penalty: 3076.924316
	Iteration 66Q: 3 clusters Score -1180890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1180890.750000 Penalty: 3076.924316
	Iteration 67Q: 3 clusters Score -1180891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1180887.000000 Penalty: 3076.924316
	Iteration 68Q: 3 clusters Score -1180887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1180887.875000 Penalty: 3076.924316
	Iteration 69Q: 3 clusters Score -1180888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1180887.250000 Penalty: 3076.924316
	Iteration 70Q: 3 clusters Score -1180887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1180887.000000 Penalty: 3076.924316
	Iteration 71Q: 3 clusters Score -1180887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1180888.875000 Penalty: 3076.924316
	Iteration 72Q: 3 clusters Score -1180889 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1180888.875000 Penalty: 3076.924316
	Iteration 73F: 3 clusters Score -1180889 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Entering Unmasked Estep 
Score: -384481.250000 Penalty: 1376.118774
	Iteration 0F: 2 clusters Score -384481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -380750.406250 Penalty: 2752.237549
	Iteration 0F: 3 clusters Score -380750.4 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -382127.062500 Penalty: 2752.237549
	Iteration 1F: 3 clusters Score -382127.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -382580.375000 Penalty: 2752.237549
	Iteration 2F: 3 clusters Score -382580.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -382889.531250 Penalty: 2752.237549
	Iteration 3F: 3 clusters Score -382889.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -383098.625000 Penalty: 2752.237549
	Iteration 4F: 3 clusters Score -383098.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -383257.718750 Penalty: 2752.237549
	Iteration 5Q: 3 clusters Score -383257.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -383410.062500 Penalty: 2752.237549
	Iteration 6Q: 3 clusters Score -383410.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -383531.875000 Penalty: 2752.237549
	Iteration 7Q: 3 clusters Score -383531.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -383628.593750 Penalty: 2752.237549
	Iteration 8Q: 3 clusters Score -383628.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -383719.531250 Penalty: 2752.237549
	Iteration 9Q: 3 clusters Score -383719.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -383789.593750 Penalty: 2752.237549
	Iteration 10Q: 3 clusters Score -383789.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -383840.687500 Penalty: 2752.237549
	Iteration 11Q: 3 clusters Score -383840.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -383885.468750 Penalty: 2752.237549
	Iteration 12Q: 3 clusters Score -383885.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -383919.781250 Penalty: 2752.237549
	Iteration 13Q: 3 clusters Score -383919.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -383952.531250 Penalty: 2752.237549
	Iteration 14Q: 3 clusters Score -383952.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -383984.312500 Penalty: 2752.237549
	Iteration 15Q: 3 clusters Score -383984.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -384012.968750 Penalty: 2752.237549
	Iteration 16Q: 3 clusters Score -384013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -384030.375000 Penalty: 2752.237549
	Iteration 17Q: 3 clusters Score -384030.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -384040.968750 Penalty: 2752.237549
	Iteration 18Q: 3 clusters Score -384041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -384050.187500 Penalty: 2752.237549
	Iteration 19Q: 3 clusters Score -384050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -384057.562500 Penalty: 2752.237549
	Iteration 20F: 3 clusters Score -384057.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -384064.406250 Penalty: 2752.237549
	Iteration 21Q: 3 clusters Score -384064.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -384069.843750 Penalty: 2752.237549
	Iteration 22Q: 3 clusters Score -384069.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -384076.625000 Penalty: 2752.237549
	Iteration 23Q: 3 clusters Score -384076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -384084.906250 Penalty: 2752.237549
	Iteration 24Q: 3 clusters Score -384084.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -384096.218750 Penalty: 2752.237549
	Iteration 25Q: 3 clusters Score -384096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -384104.093750 Penalty: 2752.237549
	Iteration 26Q: 3 clusters Score -384104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -384115.406250 Penalty: 2752.237549
	Iteration 27Q: 3 clusters Score -384115.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -384124.687500 Penalty: 2752.237549
	Iteration 28Q: 3 clusters Score -384124.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -384129.031250 Penalty: 2752.237549
	Iteration 29Q: 3 clusters Score -384129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -384132.718750 Penalty: 2752.237549
	Iteration 30Q: 3 clusters Score -384132.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -384138.281250 Penalty: 2752.237549
	Iteration 31Q: 3 clusters Score -384138.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -384145.281250 Penalty: 2752.237549
	Iteration 32Q: 3 clusters Score -384145.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -384154.062500 Penalty: 2752.237549
	Iteration 33Q: 3 clusters Score -384154.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -384166.125000 Penalty: 2752.237549
	Iteration 34Q: 3 clusters Score -384166.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -384175.875000 Penalty: 2752.237549
	Iteration 35Q: 3 clusters Score -384175.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -384182.750000 Penalty: 2752.237549
	Iteration 36Q: 3 clusters Score -384182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -384189.500000 Penalty: 2752.237549
	Iteration 37Q: 3 clusters Score -384189.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -384193.250000 Penalty: 2752.237549
	Iteration 38Q: 3 clusters Score -384193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -384197.156250 Penalty: 2752.237549
	Iteration 39Q: 3 clusters Score -384197.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -384201.187500 Penalty: 2752.237549
	Iteration 40F: 3 clusters Score -384201.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -384206.343750 Penalty: 2752.237549
	Iteration 41Q: 3 clusters Score -384206.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -384207.250000 Penalty: 2752.237549
	Iteration 42Q: 3 clusters Score -384207.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -384209.406250 Penalty: 2752.237549
	Iteration 43Q: 3 clusters Score -384209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -384211.375000 Penalty: 2752.237549
	Iteration 44Q: 3 clusters Score -384211.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -384212.593750 Penalty: 2752.237549
	Iteration 45Q: 3 clusters Score -384212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -384212.718750 Penalty: 2752.237549
	Iteration 46Q: 3 clusters Score -384212.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -384212.718750 Penalty: 2752.237549
	Iteration 47F: 3 clusters Score -384212.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Entering Unmasked Estep 
Score: -234799.937500 Penalty: 1277.905762
	Iteration 0F: 2 clusters Score -234799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -232300.578125 Penalty: 2555.811523
	Iteration 0F: 3 clusters Score -232300.6 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -232863.609375 Penalty: 2555.811523
	Iteration 1F: 3 clusters Score -232863.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -232976.828125 Penalty: 2555.811523
	Iteration 2F: 3 clusters Score -232976.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -233069.421875 Penalty: 2555.811523
	Iteration 3Q: 3 clusters Score -233069.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233144.046875 Penalty: 2555.811523
	Iteration 4Q: 3 clusters Score -233144 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -233191.937500 Penalty: 2555.811523
	Iteration 5Q: 3 clusters Score -233191.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -233228.656250 Penalty: 2555.811523
	Iteration 6Q: 3 clusters Score -233228.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -233254.109375 Penalty: 2555.811523
	Iteration 7Q: 3 clusters Score -233254.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233278.187500 Penalty: 2555.811523
	Iteration 8Q: 3 clusters Score -233278.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -233296.640625 Penalty: 2555.811523
	Iteration 9Q: 3 clusters Score -233296.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -233308.875000 Penalty: 2555.811523
	Iteration 10Q: 3 clusters Score -233308.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -233322.531250 Penalty: 2555.811523
	Iteration 11Q: 3 clusters Score -233322.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233341.484375 Penalty: 2555.811523
	Iteration 12Q: 3 clusters Score -233341.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -233366.640625 Penalty: 2555.811523
	Iteration 13Q: 3 clusters Score -233366.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -233392.125000 Penalty: 2555.811523
	Iteration 14Q: 3 clusters Score -233392.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -233410.000000 Penalty: 2555.811523
	Iteration 15Q: 3 clusters Score -233410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -233425.406250 Penalty: 2555.811523
	Iteration 16Q: 3 clusters Score -233425.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -233445.312500 Penalty: 2555.811523
	Iteration 17Q: 3 clusters Score -233445.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -233461.093750 Penalty: 2555.811523
	Iteration 18Q: 3 clusters Score -233461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -233475.234375 Penalty: 2555.811523
	Iteration 19Q: 3 clusters Score -233475.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -233487.656250 Penalty: 2555.811523
	Iteration 20F: 3 clusters Score -233487.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -233501.687500 Penalty: 2555.811523
	Iteration 21Q: 3 clusters Score -233501.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -233514.812500 Penalty: 2555.811523
	Iteration 22Q: 3 clusters Score -233514.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -233532.250000 Penalty: 2555.811523
	Iteration 23Q: 3 clusters Score -233532.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -233552.140625 Penalty: 2555.811523
	Iteration 24Q: 3 clusters Score -233552.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -233588.984375 Penalty: 2555.811523
	Iteration 25Q: 3 clusters Score -233589 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -233622.968750 Penalty: 2555.811523
	Iteration 26Q: 3 clusters Score -233623 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -233648.921875 Penalty: 2555.811523
	Iteration 27Q: 3 clusters Score -233648.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -233674.703125 Penalty: 2555.811523
	Iteration 28Q: 3 clusters Score -233674.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -233692.593750 Penalty: 2555.811523
	Iteration 29Q: 3 clusters Score -233692.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -233710.046875 Penalty: 2555.811523
	Iteration 30Q: 3 clusters Score -233710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -233731.000000 Penalty: 2555.811523
	Iteration 31Q: 3 clusters Score -233731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -233752.484375 Penalty: 2555.811523
	Iteration 32Q: 3 clusters Score -233752.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -233766.453125 Penalty: 2555.811523
	Iteration 33Q: 3 clusters Score -233766.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -233776.109375 Penalty: 2555.811523
	Iteration 34Q: 3 clusters Score -233776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -233782.390625 Penalty: 2555.811523
	Iteration 35Q: 3 clusters Score -233782.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -233793.968750 Penalty: 2555.811523
	Iteration 36Q: 3 clusters Score -233794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -233807.500000 Penalty: 2555.811523
	Iteration 37Q: 3 clusters Score -233807.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -233815.921875 Penalty: 2555.811523
	Iteration 38Q: 3 clusters Score -233815.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -233822.390625 Penalty: 2555.811523
	Iteration 39Q: 3 clusters Score -233822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -233826.187500 Penalty: 2555.811523
	Iteration 40F: 3 clusters Score -233826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -233827.953125 Penalty: 2555.811523
	Iteration 41Q: 3 clusters Score -233828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -233827.921875 Penalty: 2555.811523
	Iteration 42Q: 3 clusters Score -233827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -233827.921875 Penalty: 2555.811523
	Iteration 43F: 3 clusters Score -233827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -118714.695312 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -118714.7 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 670 members 
Entering Unmasked Estep 
Score: -117020.382812 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -117020.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -117367.164062 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -117367.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117471.687500 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -117471.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -117541.406250 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -117541.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117577.515625 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -117577.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117606.453125 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -117606.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117620.812500 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -117620.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -117636.132812 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -117636.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -117653.265625 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -117653.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -117664.234375 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -117664.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117673.125000 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -117673.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117678.343750 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -117678.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117683.976562 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -117684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117688.226562 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -117688.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -117691.382812 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -117691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -117693.460938 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -117693.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117695.101562 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -117695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117697.351562 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -117697.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117702.570312 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -117702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -117710.218750 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -117710.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117711.890625 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -117711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117715.585938 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -117715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117719.500000 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -117719.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117723.250000 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -117723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -117724.351562 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -117724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117727.937500 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -117727.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -117730.078125 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -117730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117731.453125 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -117731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117732.976562 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -117733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -117736.273438 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -117736.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117739.210938 Penalty: 2358.296631
	Iteration 30Q: 3 clusters Score -117739.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -117741.718750 Penalty: 2358.296631
	Iteration 31Q: 3 clusters Score -117741.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117743.718750 Penalty: 2358.296631
	Iteration 32Q: 3 clusters Score -117743.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -117743.718750 Penalty: 2358.296631
	Iteration 33F: 3 clusters Score -117743.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Entering Unmasked Estep 
Score: -1657815.625000 Penalty: 1594.934937
	Iteration 0F: 2 clusters Score -1657816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1645288.000000 Penalty: 3189.869873
	Iteration 0F: 3 clusters Score -1645288 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1649812.625000 Penalty: 3189.869873
	Iteration 1F: 3 clusters Score -1649813 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1650198.125000 Penalty: 3189.869873
	Iteration 2F: 3 clusters Score -1650198 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1650548.375000 Penalty: 3189.869873
	Iteration 3Q: 3 clusters Score -1650548 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1650938.875000 Penalty: 3189.869873
	Iteration 4Q: 3 clusters Score -1650939 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1651443.375000 Penalty: 3189.869873
	Iteration 5F: 3 clusters Score -1651443 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1652093.500000 Penalty: 3189.869873
	Iteration 6F: 3 clusters Score -1652094 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1652899.875000 Penalty: 3189.869873
	Iteration 7F: 3 clusters Score -1652900 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -1653753.500000 Penalty: 3189.869873
	Iteration 8F: 3 clusters Score -1653754 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1654632.375000 Penalty: 3189.869873
	Iteration 9F: 3 clusters Score -1654632 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -1655364.500000 Penalty: 3189.869873
	Iteration 10Q: 3 clusters Score -1655364 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1655890.375000 Penalty: 3189.869873
	Iteration 11Q: 3 clusters Score -1655890 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1656207.500000 Penalty: 3189.869873
	Iteration 12Q: 3 clusters Score -1656208 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1656375.500000 Penalty: 3189.869873
	Iteration 13Q: 3 clusters Score -1656376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -1656483.500000 Penalty: 3189.869873
	Iteration 14Q: 3 clusters Score -1656484 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -1656552.500000 Penalty: 3189.869873
	Iteration 15Q: 3 clusters Score -1656552 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1656609.500000 Penalty: 3189.869873
	Iteration 16Q: 3 clusters Score -1656610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1656640.500000 Penalty: 3189.869873
	Iteration 17Q: 3 clusters Score -1656640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1656655.000000 Penalty: 3189.869873
	Iteration 18Q: 3 clusters Score -1656655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1656663.500000 Penalty: 3189.869873
	Iteration 19Q: 3 clusters Score -1656664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1656668.625000 Penalty: 3189.869873
	Iteration 20F: 3 clusters Score -1656669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -1656673.250000 Penalty: 3189.869873
	Iteration 21Q: 3 clusters Score -1656673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -1656676.875000 Penalty: 3189.869873
	Iteration 22Q: 3 clusters Score -1656677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1656680.500000 Penalty: 3189.869873
	Iteration 23Q: 3 clusters Score -1656680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1656680.625000 Penalty: 3189.869873
	Iteration 24Q: 3 clusters Score -1656681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1656686.125000 Penalty: 3189.869873
	Iteration 25Q: 3 clusters Score -1656686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1656684.500000 Penalty: 3189.869873
	Iteration 26Q: 3 clusters Score -1656684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1656683.625000 Penalty: 3189.869873
	Iteration 27Q: 3 clusters Score -1656684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1656683.625000 Penalty: 3189.869873
	Iteration 28F: 3 clusters Score -1656684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Entering Unmasked Estep 
Score: -715120.000000 Penalty: 1461.633667
	Iteration 0F: 2 clusters Score -715120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -709237.812500 Penalty: 2923.267334
	Iteration 0F: 3 clusters Score -709237.8 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -711225.562500 Penalty: 2923.267334
	Iteration 1F: 3 clusters Score -711225.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -711576.312500 Penalty: 2923.267334
	Iteration 2F: 3 clusters Score -711576.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -711862.687500 Penalty: 2923.267334
	Iteration 3F: 3 clusters Score -711862.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -712095.875000 Penalty: 2923.267334
	Iteration 4F: 3 clusters Score -712095.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -712275.687500 Penalty: 2923.267334
	Iteration 5Q: 3 clusters Score -712275.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -712435.250000 Penalty: 2923.267334
	Iteration 6Q: 3 clusters Score -712435.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -712558.937500 Penalty: 2923.267334
	Iteration 7Q: 3 clusters Score -712558.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -712669.312500 Penalty: 2923.267334
	Iteration 8Q: 3 clusters Score -712669.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -712778.312500 Penalty: 2923.267334
	Iteration 9Q: 3 clusters Score -712778.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -712903.312500 Penalty: 2923.267334
	Iteration 10Q: 3 clusters Score -712903.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -713034.937500 Penalty: 2923.267334
	Iteration 11Q: 3 clusters Score -713034.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -713172.875000 Penalty: 2923.267334
	Iteration 12Q: 3 clusters Score -713172.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -713319.187500 Penalty: 2923.267334
	Iteration 13Q: 3 clusters Score -713319.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -713448.625000 Penalty: 2923.267334
	Iteration 14Q: 3 clusters Score -713448.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -713581.187500 Penalty: 2923.267334
	Iteration 15Q: 3 clusters Score -713581.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -713707.750000 Penalty: 2923.267334
	Iteration 16Q: 3 clusters Score -713707.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -713783.062500 Penalty: 2923.267334
	Iteration 17Q: 3 clusters Score -713783.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -713861.687500 Penalty: 2923.267334
	Iteration 18Q: 3 clusters Score -713861.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -713913.812500 Penalty: 2923.267334
	Iteration 19Q: 3 clusters Score -713913.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -713947.875000 Penalty: 2923.267334
	Iteration 20F: 3 clusters Score -713947.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -713975.562500 Penalty: 2923.267334
	Iteration 21Q: 3 clusters Score -713975.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -714006.500000 Penalty: 2923.267334
	Iteration 22Q: 3 clusters Score -714006.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -714032.437500 Penalty: 2923.267334
	Iteration 23Q: 3 clusters Score -714032.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -714051.812500 Penalty: 2923.267334
	Iteration 24Q: 3 clusters Score -714051.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -714065.312500 Penalty: 2923.267334
	Iteration 25Q: 3 clusters Score -714065.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -714075.250000 Penalty: 2923.267334
	Iteration 26Q: 3 clusters Score -714075.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -714087.000000 Penalty: 2923.267334
	Iteration 27Q: 3 clusters Score -714087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -714094.000000 Penalty: 2923.267334
	Iteration 28Q: 3 clusters Score -714094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -714105.750000 Penalty: 2923.267334
	Iteration 29Q: 3 clusters Score -714105.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -714116.875000 Penalty: 2923.267334
	Iteration 30Q: 3 clusters Score -714116.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -714131.562500 Penalty: 2923.267334
	Iteration 31Q: 3 clusters Score -714131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -714141.937500 Penalty: 2923.267334
	Iteration 32Q: 3 clusters Score -714141.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -714150.812500 Penalty: 2923.267334
	Iteration 33Q: 3 clusters Score -714150.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -714157.125000 Penalty: 2923.267334
	Iteration 34Q: 3 clusters Score -714157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -714161.562500 Penalty: 2923.267334
	Iteration 35Q: 3 clusters Score -714161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -714168.312500 Penalty: 2923.267334
	Iteration 36Q: 3 clusters Score -714168.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -714172.375000 Penalty: 2923.267334
	Iteration 37Q: 3 clusters Score -714172.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -714176.250000 Penalty: 2923.267334
	Iteration 38Q: 3 clusters Score -714176.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -714177.187500 Penalty: 2923.267334
	Iteration 39Q: 3 clusters Score -714177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -714179.187500 Penalty: 2923.267334
	Iteration 40F: 3 clusters Score -714179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -714179.562500 Penalty: 2923.267334
	Iteration 41Q: 3 clusters Score -714179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -714180.687500 Penalty: 2923.267334
	Iteration 42Q: 3 clusters Score -714180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -714182.375000 Penalty: 2923.267334
	Iteration 43Q: 3 clusters Score -714182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -714182.375000 Penalty: 2923.267334
	Iteration 44Q: 3 clusters Score -714182.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -714184.312500 Penalty: 2923.267334
	Iteration 45Q: 3 clusters Score -714184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -714184.312500 Penalty: 2923.267334
	Iteration 46Q: 3 clusters Score -714184.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -714186.187500 Penalty: 2923.267334
	Iteration 47Q: 3 clusters Score -714186.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -714186.187500 Penalty: 2923.267334
	Iteration 48F: 3 clusters Score -714186.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -517878.812500 Penalty: 1409.501465
	Iteration 0F: 2 clusters Score -517878.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -513372.062500 Penalty: 2819.002930
	Iteration 0F: 3 clusters Score -513372.1 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -514840.843750 Penalty: 2819.002930
	Iteration 1F: 3 clusters Score -514840.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -515125.312500 Penalty: 2819.002930
	Iteration 2F: 3 clusters Score -515125.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -515354.875000 Penalty: 2819.002930
	Iteration 3F: 3 clusters Score -515354.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -515532.843750 Penalty: 2819.002930
	Iteration 4F: 3 clusters Score -515532.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -515716.125000 Penalty: 2819.002930
	Iteration 5Q: 3 clusters Score -515716.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -515895.625000 Penalty: 2819.002930
	Iteration 6Q: 3 clusters Score -515895.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -516049.812500 Penalty: 2819.002930
	Iteration 7Q: 3 clusters Score -516049.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -516161.781250 Penalty: 2819.002930
	Iteration 8Q: 3 clusters Score -516161.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -516250.625000 Penalty: 2819.002930
	Iteration 9Q: 3 clusters Score -516250.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -516318.500000 Penalty: 2819.002930
	Iteration 10Q: 3 clusters Score -516318.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -516379.625000 Penalty: 2819.002930
	Iteration 11Q: 3 clusters Score -516379.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -516438.687500 Penalty: 2819.002930
	Iteration 12Q: 3 clusters Score -516438.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -516492.468750 Penalty: 2819.002930
	Iteration 13Q: 3 clusters Score -516492.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -516538.750000 Penalty: 2819.002930
	Iteration 14Q: 3 clusters Score -516538.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -516598.500000 Penalty: 2819.002930
	Iteration 15Q: 3 clusters Score -516598.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -516675.437500 Penalty: 2819.002930
	Iteration 16Q: 3 clusters Score -516675.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -516755.281250 Penalty: 2819.002930
	Iteration 17Q: 3 clusters Score -516755.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -516847.125000 Penalty: 2819.002930
	Iteration 18Q: 3 clusters Score -516847.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -516935.812500 Penalty: 2819.002930
	Iteration 19Q: 3 clusters Score -516935.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -517015.250000 Penalty: 2819.002930
	Iteration 20F: 3 clusters Score -517015.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -517068.687500 Penalty: 2819.002930
	Iteration 21Q: 3 clusters Score -517068.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -517118.656250 Penalty: 2819.002930
	Iteration 22Q: 3 clusters Score -517118.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -517147.468750 Penalty: 2819.002930
	Iteration 23Q: 3 clusters Score -517147.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -517170.562500 Penalty: 2819.002930
	Iteration 24Q: 3 clusters Score -517170.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -517188.000000 Penalty: 2819.002930
	Iteration 25Q: 3 clusters Score -517188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -517201.062500 Penalty: 2819.002930
	Iteration 26Q: 3 clusters Score -517201.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -517211.875000 Penalty: 2819.002930
	Iteration 27Q: 3 clusters Score -517211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -517219.093750 Penalty: 2819.002930
	Iteration 28Q: 3 clusters Score -517219.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -517228.781250 Penalty: 2819.002930
	Iteration 29Q: 3 clusters Score -517228.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -517233.937500 Penalty: 2819.002930
	Iteration 30Q: 3 clusters Score -517233.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -517237.750000 Penalty: 2819.002930
	Iteration 31Q: 3 clusters Score -517237.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -517241.968750 Penalty: 2819.002930
	Iteration 32Q: 3 clusters Score -517242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -517245.625000 Penalty: 2819.002930
	Iteration 33Q: 3 clusters Score -517245.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -517247.531250 Penalty: 2819.002930
	Iteration 34Q: 3 clusters Score -517247.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -517250.812500 Penalty: 2819.002930
	Iteration 35Q: 3 clusters Score -517250.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -517253.062500 Penalty: 2819.002930
	Iteration 36Q: 3 clusters Score -517253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -517255.687500 Penalty: 2819.002930
	Iteration 37Q: 3 clusters Score -517255.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -517258.562500 Penalty: 2819.002930
	Iteration 38Q: 3 clusters Score -517258.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -517261.687500 Penalty: 2819.002930
	Iteration 39Q: 3 clusters Score -517261.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -517266.625000 Penalty: 2819.002930
	Iteration 40F: 3 clusters Score -517266.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -517270.000000 Penalty: 2819.002930
	Iteration 41Q: 3 clusters Score -517270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -517276.125000 Penalty: 2819.002930
	Iteration 42Q: 3 clusters Score -517276.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -517281.875000 Penalty: 2819.002930
	Iteration 43Q: 3 clusters Score -517281.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -517286.281250 Penalty: 2819.002930
	Iteration 44Q: 3 clusters Score -517286.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -517290.125000 Penalty: 2819.002930
	Iteration 45Q: 3 clusters Score -517290.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -517295.281250 Penalty: 2819.002930
	Iteration 46Q: 3 clusters Score -517295.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -517297.875000 Penalty: 2819.002930
	Iteration 47Q: 3 clusters Score -517297.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -517302.281250 Penalty: 2819.002930
	Iteration 48Q: 3 clusters Score -517302.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -517305.750000 Penalty: 2819.002930
	Iteration 49Q: 3 clusters Score -517305.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -517307.437500 Penalty: 2819.002930
	Iteration 50Q: 3 clusters Score -517307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -517306.687500 Penalty: 2819.002930
	Iteration 51Q: 3 clusters Score -517306.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -517306.687500 Penalty: 2819.002930
	Iteration 52F: 3 clusters Score -517306.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -322598.437500 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -322598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -319554.906250 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -319554.9 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -320332.937500 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -320332.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -320497.531250 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -320497.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -320611.687500 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -320611.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -320682.625000 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -320682.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -320746.406250 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -320746.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -320819.875000 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -320819.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -320893.437500 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -320893.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -320974.875000 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -320974.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -321042.343750 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -321042.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -321096.343750 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -321096.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -321147.156250 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -321147.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -321208.156250 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -321208.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -321268.593750 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -321268.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -321314.156250 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -321314.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -321349.718750 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -321349.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -321373.375000 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -321373.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -321405.156250 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -321405.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -321433.625000 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -321433.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -321461.843750 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -321461.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -321485.093750 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -321485.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -321511.125000 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -321511.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -321543.718750 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -321543.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -321586.250000 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -321586.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321640.375000 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -321640.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -321714.312500 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -321714.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -321809.500000 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -321809.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -321927.906250 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -321927.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -322060.843750 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -322060.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -322162.468750 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -322162.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -322215.687500 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -322215.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -322237.687500 Penalty: 2657.966309
	Iteration 31Q: 3 clusters Score -322237.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -322252.000000 Penalty: 2657.966309
	Iteration 32Q: 3 clusters Score -322252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -322260.750000 Penalty: 2657.966309
	Iteration 33Q: 3 clusters Score -322260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -322264.406250 Penalty: 2657.966309
	Iteration 34Q: 3 clusters Score -322264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -322267.062500 Penalty: 2657.966309
	Iteration 35Q: 3 clusters Score -322267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322269.343750 Penalty: 2657.966309
	Iteration 36Q: 3 clusters Score -322269.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322271.375000 Penalty: 2657.966309
	Iteration 37Q: 3 clusters Score -322271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322273.406250 Penalty: 2657.966309
	Iteration 38Q: 3 clusters Score -322273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322273.656250 Penalty: 2657.966309
	Iteration 39Q: 3 clusters Score -322273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -322273.812500 Penalty: 2657.966309
	Iteration 40F: 3 clusters Score -322273.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -430687.781250 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -430687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -426901.656250 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -426901.7 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -427948.187500 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -427948.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -428100.531250 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -428100.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -428188.718750 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -428188.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -428256.593750 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -428256.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -428303.843750 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -428303.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -428332.250000 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -428332.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -428352.125000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -428352.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -428370.093750 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -428370.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -428385.187500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -428385.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -428397.125000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -428397.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -428410.750000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -428410.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -428426.718750 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -428426.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -428447.062500 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -428447.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -428468.750000 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -428468.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -428484.781250 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -428484.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -428495.812500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -428495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -428504.375000 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -428504.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -428515.875000 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -428515.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -428524.625000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -428524.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -428531.875000 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -428531.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -428540.187500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -428540.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -428547.312500 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -428547.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -428555.437500 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -428555.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -428563.125000 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -428563.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -428568.375000 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -428568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -428570.500000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -428570.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -428572.906250 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -428572.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -428574.875000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -428574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -428577.687500 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -428577.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -428581.125000 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -428581.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -428581.406250 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -428581.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -428582.875000 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -428582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -428583.375000 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -428583.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -428586.406250 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -428586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -428590.593750 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -428590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -428592.343750 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -428592.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -428594.718750 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -428594.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -428594.656250 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -428594.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -428597.875000 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -428597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -428599.812500 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -428599.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -428600.937500 Penalty: 2745.200439
	Iteration 41Q: 3 clusters Score -428600.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -428601.593750 Penalty: 2745.200439
	Iteration 42Q: 3 clusters Score -428601.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -428605.281250 Penalty: 2745.200439
	Iteration 43Q: 3 clusters Score -428605.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -428607.468750 Penalty: 2745.200439
	Iteration 44Q: 3 clusters Score -428607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -428609.062500 Penalty: 2745.200439
	Iteration 45Q: 3 clusters Score -428609.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -428610.500000 Penalty: 2745.200439
	Iteration 46Q: 3 clusters Score -428610.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -428612.843750 Penalty: 2745.200439
	Iteration 47Q: 3 clusters Score -428612.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -428614.375000 Penalty: 2745.200439
	Iteration 48Q: 3 clusters Score -428614.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -428615.156250 Penalty: 2745.200439
	Iteration 49Q: 3 clusters Score -428615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -428616.156250 Penalty: 2745.200439
	Iteration 50Q: 3 clusters Score -428616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -428616.781250 Penalty: 2745.200439
	Iteration 51Q: 3 clusters Score -428616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -428617.906250 Penalty: 2745.200439
	Iteration 52Q: 3 clusters Score -428617.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -428616.437500 Penalty: 2745.200439
	Iteration 53Q: 3 clusters Score -428616.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428617.687500 Penalty: 2745.200439
	Iteration 54Q: 3 clusters Score -428617.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428618.375000 Penalty: 2745.200439
	Iteration 55Q: 3 clusters Score -428618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428619.437500 Penalty: 2745.200439
	Iteration 56Q: 3 clusters Score -428619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428618.875000 Penalty: 2745.200439
	Iteration 57Q: 3 clusters Score -428618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428619.968750 Penalty: 2745.200439
	Iteration 58Q: 3 clusters Score -428620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -428619.843750 Penalty: 2745.200439
	Iteration 59Q: 3 clusters Score -428619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -428620.468750 Penalty: 2745.200439
	Iteration 60F: 3 clusters Score -428620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -428620.000000 Penalty: 2745.200439
	Iteration 61Q: 3 clusters Score -428620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428619.687500 Penalty: 2745.200439
	Iteration 62Q: 3 clusters Score -428619.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428620.406250 Penalty: 2745.200439
	Iteration 63Q: 3 clusters Score -428620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -428620.968750 Penalty: 2745.200439
	Iteration 64Q: 3 clusters Score -428621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -428620.812500 Penalty: 2745.200439
	Iteration 65Q: 3 clusters Score -428620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -428621.593750 Penalty: 2745.200439
	Iteration 66Q: 3 clusters Score -428621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -428621.156250 Penalty: 2745.200439
	Iteration 67Q: 3 clusters Score -428621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -428622.781250 Penalty: 2745.200439
	Iteration 68Q: 3 clusters Score -428622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -428623.968750 Penalty: 2745.200439
	Iteration 69Q: 3 clusters Score -428624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -428624.531250 Penalty: 2745.200439
	Iteration 70Q: 3 clusters Score -428624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -428625.062500 Penalty: 2745.200439
	Iteration 71Q: 3 clusters Score -428625.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -428625.718750 Penalty: 2745.200439
	Iteration 72Q: 3 clusters Score -428625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -428627.093750 Penalty: 2745.200439
	Iteration 73Q: 3 clusters Score -428627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -428627.968750 Penalty: 2745.200439
	Iteration 74Q: 3 clusters Score -428628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -428629.562500 Penalty: 2745.200439
	Iteration 75Q: 3 clusters Score -428629.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -428631.125000 Penalty: 2745.200439
	Iteration 76Q: 3 clusters Score -428631.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -428634.187500 Penalty: 2745.200439
	Iteration 77Q: 3 clusters Score -428634.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -428637.937500 Penalty: 2745.200439
	Iteration 78Q: 3 clusters Score -428637.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -428641.000000 Penalty: 2745.200439
	Iteration 79Q: 3 clusters Score -428641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428642.375000 Penalty: 2745.200439
	Iteration 80F: 3 clusters Score -428642.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -428643.812500 Penalty: 2745.200439
	Iteration 81Q: 3 clusters Score -428643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -428644.500000 Penalty: 2745.200439
	Iteration 82Q: 3 clusters Score -428644.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -428645.562500 Penalty: 2745.200439
	Iteration 83Q: 3 clusters Score -428645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428645.625000 Penalty: 2745.200439
	Iteration 84Q: 3 clusters Score -428645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428645.531250 Penalty: 2745.200439
	Iteration 85Q: 3 clusters Score -428645.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428646.406250 Penalty: 2745.200439
	Iteration 86Q: 3 clusters Score -428646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -428646.406250 Penalty: 2745.200439
	Iteration 87Q: 3 clusters Score -428646.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428647.250000 Penalty: 2745.200439
	Iteration 88Q: 3 clusters Score -428647.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -428647.250000 Penalty: 2745.200439
	Iteration 89F: 3 clusters Score -428647.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Entering Unmasked Estep 
Score: -2982432.500000 Penalty: 1691.708862
	Iteration 0F: 2 clusters Score -2982432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2960085.500000 Penalty: 3383.417725
	Iteration 0F: 3 clusters Score -2960086 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2968672.500000 Penalty: 3383.417725
	Iteration 1F: 3 clusters Score -2968672 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -2969136.750000 Penalty: 3383.417725
	Iteration 2Q: 3 clusters Score -2969137 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2969671.000000 Penalty: 3383.417725
	Iteration 3Q: 3 clusters Score -2969671 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2970404.000000 Penalty: 3383.417725
	Iteration 4Q: 3 clusters Score -2970404 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -2971409.000000 Penalty: 3383.417725
	Iteration 5Q: 3 clusters Score -2971409 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2972708.250000 Penalty: 3383.417725
	Iteration 6F: 3 clusters Score -2972708 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -2974150.500000 Penalty: 3383.417725
	Iteration 7F: 3 clusters Score -2974150 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -2975593.500000 Penalty: 3383.417725
	Iteration 8F: 3 clusters Score -2975594 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -2976695.500000 Penalty: 3383.417725
	Iteration 9Q: 3 clusters Score -2976696 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -2977483.500000 Penalty: 3383.417725
	Iteration 10Q: 3 clusters Score -2977484 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -2978081.000000 Penalty: 3383.417725
	Iteration 11Q: 3 clusters Score -2978081 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -2978577.750000 Penalty: 3383.417725
	Iteration 12Q: 3 clusters Score -2978578 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -2979006.000000 Penalty: 3383.417725
	Iteration 13Q: 3 clusters Score -2979006 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -2979402.500000 Penalty: 3383.417725
	Iteration 14Q: 3 clusters Score -2979402 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -2979751.250000 Penalty: 3383.417725
	Iteration 15Q: 3 clusters Score -2979751 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -2980029.750000 Penalty: 3383.417725
	Iteration 16Q: 3 clusters Score -2980030 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -2980273.000000 Penalty: 3383.417725
	Iteration 17Q: 3 clusters Score -2980273 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -2980466.000000 Penalty: 3383.417725
	Iteration 18Q: 3 clusters Score -2980466 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -2980646.000000 Penalty: 3383.417725
	Iteration 19Q: 3 clusters Score -2980646 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -2980747.500000 Penalty: 3383.417725
	Iteration 20F: 3 clusters Score -2980748 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -2980827.500000 Penalty: 3383.417725
	Iteration 21Q: 3 clusters Score -2980828 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -2980876.750000 Penalty: 3383.417725
	Iteration 22Q: 3 clusters Score -2980877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -2980894.500000 Penalty: 3383.417725
	Iteration 23Q: 3 clusters Score -2980894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -2980907.250000 Penalty: 3383.417725
	Iteration 24Q: 3 clusters Score -2980907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -2980916.000000 Penalty: 3383.417725
	Iteration 25Q: 3 clusters Score -2980916 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -2980931.750000 Penalty: 3383.417725
	Iteration 26Q: 3 clusters Score -2980932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -2980949.000000 Penalty: 3383.417725
	Iteration 27Q: 3 clusters Score -2980949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -2980957.750000 Penalty: 3383.417725
	Iteration 28Q: 3 clusters Score -2980958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -2980967.250000 Penalty: 3383.417725
	Iteration 29Q: 3 clusters Score -2980967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -2980971.000000 Penalty: 3383.417725
	Iteration 30Q: 3 clusters Score -2980971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -2980974.500000 Penalty: 3383.417725
	Iteration 31Q: 3 clusters Score -2980974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -2980977.500000 Penalty: 3383.417725
	Iteration 32Q: 3 clusters Score -2980978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -2980983.250000 Penalty: 3383.417725
	Iteration 33Q: 3 clusters Score -2980983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -2980985.250000 Penalty: 3383.417725
	Iteration 34Q: 3 clusters Score -2980985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -2980986.750000 Penalty: 3383.417725
	Iteration 35Q: 3 clusters Score -2980987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -2980987.250000 Penalty: 3383.417725
	Iteration 36Q: 3 clusters Score -2980987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -2980989.000000 Penalty: 3383.417725
	Iteration 37Q: 3 clusters Score -2980989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -2980989.250000 Penalty: 3383.417725
	Iteration 38Q: 3 clusters Score -2980989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -2980988.500000 Penalty: 3383.417725
	Iteration 39Q: 3 clusters Score -2980988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -2980988.500000 Penalty: 3383.417725
	Iteration 40F: 3 clusters Score -2980988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -512263.468750 Penalty: 1406.529053
	Iteration 0F: 2 clusters Score -512263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -507815.187500 Penalty: 2813.058105
	Iteration 0F: 3 clusters Score -507815.2 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -509128.968750 Penalty: 2813.058105
	Iteration 1F: 3 clusters Score -509129 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -509378.968750 Penalty: 2813.058105
	Iteration 2F: 3 clusters Score -509379 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -509526.062500 Penalty: 2813.058105
	Iteration 3F: 3 clusters Score -509526.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -509640.937500 Penalty: 2813.058105
	Iteration 4Q: 3 clusters Score -509640.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -509733.812500 Penalty: 2813.058105
	Iteration 5Q: 3 clusters Score -509733.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -509807.187500 Penalty: 2813.058105
	Iteration 6Q: 3 clusters Score -509807.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -509871.125000 Penalty: 2813.058105
	Iteration 7Q: 3 clusters Score -509871.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -509926.156250 Penalty: 2813.058105
	Iteration 8Q: 3 clusters Score -509926.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -509983.156250 Penalty: 2813.058105
	Iteration 9Q: 3 clusters Score -509983.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -510039.468750 Penalty: 2813.058105
	Iteration 10Q: 3 clusters Score -510039.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -510094.531250 Penalty: 2813.058105
	Iteration 11Q: 3 clusters Score -510094.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -510147.656250 Penalty: 2813.058105
	Iteration 12Q: 3 clusters Score -510147.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -510201.312500 Penalty: 2813.058105
	Iteration 13Q: 3 clusters Score -510201.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -510262.375000 Penalty: 2813.058105
	Iteration 14Q: 3 clusters Score -510262.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -510330.875000 Penalty: 2813.058105
	Iteration 15Q: 3 clusters Score -510330.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -510417.218750 Penalty: 2813.058105
	Iteration 16Q: 3 clusters Score -510417.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -510504.937500 Penalty: 2813.058105
	Iteration 17Q: 3 clusters Score -510504.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -510581.562500 Penalty: 2813.058105
	Iteration 18Q: 3 clusters Score -510581.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -510656.250000 Penalty: 2813.058105
	Iteration 19Q: 3 clusters Score -510656.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -510731.875000 Penalty: 2813.058105
	Iteration 20F: 3 clusters Score -510731.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -510798.312500 Penalty: 2813.058105
	Iteration 21Q: 3 clusters Score -510798.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -510858.218750 Penalty: 2813.058105
	Iteration 22Q: 3 clusters Score -510858.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -510910.937500 Penalty: 2813.058105
	Iteration 23Q: 3 clusters Score -510910.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -510953.375000 Penalty: 2813.058105
	Iteration 24Q: 3 clusters Score -510953.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -510987.656250 Penalty: 2813.058105
	Iteration 25Q: 3 clusters Score -510987.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -511017.781250 Penalty: 2813.058105
	Iteration 26Q: 3 clusters Score -511017.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -511051.218750 Penalty: 2813.058105
	Iteration 27Q: 3 clusters Score -511051.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -511086.500000 Penalty: 2813.058105
	Iteration 28Q: 3 clusters Score -511086.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -511122.812500 Penalty: 2813.058105
	Iteration 29Q: 3 clusters Score -511122.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -511149.156250 Penalty: 2813.058105
	Iteration 30Q: 3 clusters Score -511149.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -511168.375000 Penalty: 2813.058105
	Iteration 31Q: 3 clusters Score -511168.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -511179.093750 Penalty: 2813.058105
	Iteration 32Q: 3 clusters Score -511179.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -511190.125000 Penalty: 2813.058105
	Iteration 33Q: 3 clusters Score -511190.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -511203.093750 Penalty: 2813.058105
	Iteration 34Q: 3 clusters Score -511203.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -511213.812500 Penalty: 2813.058105
	Iteration 35Q: 3 clusters Score -511213.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -511225.468750 Penalty: 2813.058105
	Iteration 36Q: 3 clusters Score -511225.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -511236.531250 Penalty: 2813.058105
	Iteration 37Q: 3 clusters Score -511236.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -511251.218750 Penalty: 2813.058105
	Iteration 38Q: 3 clusters Score -511251.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -511265.875000 Penalty: 2813.058105
	Iteration 39Q: 3 clusters Score -511265.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -511282.156250 Penalty: 2813.058105
	Iteration 40F: 3 clusters Score -511282.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -511299.031250 Penalty: 2813.058105
	Iteration 41Q: 3 clusters Score -511299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -511313.312500 Penalty: 2813.058105
	Iteration 42Q: 3 clusters Score -511313.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -511331.093750 Penalty: 2813.058105
	Iteration 43Q: 3 clusters Score -511331.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -511354.187500 Penalty: 2813.058105
	Iteration 44Q: 3 clusters Score -511354.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -511378.593750 Penalty: 2813.058105
	Iteration 45Q: 3 clusters Score -511378.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -511402.968750 Penalty: 2813.058105
	Iteration 46Q: 3 clusters Score -511403 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -511428.187500 Penalty: 2813.058105
	Iteration 47Q: 3 clusters Score -511428.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -511445.687500 Penalty: 2813.058105
	Iteration 48Q: 3 clusters Score -511445.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -511473.156250 Penalty: 2813.058105
	Iteration 49Q: 3 clusters Score -511473.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -511494.937500 Penalty: 2813.058105
	Iteration 50Q: 3 clusters Score -511494.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -511511.500000 Penalty: 2813.058105
	Iteration 51Q: 3 clusters Score -511511.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -511528.312500 Penalty: 2813.058105
	Iteration 52Q: 3 clusters Score -511528.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -511542.187500 Penalty: 2813.058105
	Iteration 53Q: 3 clusters Score -511542.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -511564.187500 Penalty: 2813.058105
	Iteration 54Q: 3 clusters Score -511564.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -511584.625000 Penalty: 2813.058105
	Iteration 55Q: 3 clusters Score -511584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -511606.687500 Penalty: 2813.058105
	Iteration 56Q: 3 clusters Score -511606.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -511625.125000 Penalty: 2813.058105
	Iteration 57Q: 3 clusters Score -511625.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -511639.812500 Penalty: 2813.058105
	Iteration 58Q: 3 clusters Score -511639.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -511648.718750 Penalty: 2813.058105
	Iteration 59Q: 3 clusters Score -511648.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -511653.531250 Penalty: 2813.058105
	Iteration 60F: 3 clusters Score -511653.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -511665.062500 Penalty: 2813.058105
	Iteration 61Q: 3 clusters Score -511665.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -511671.781250 Penalty: 2813.058105
	Iteration 62Q: 3 clusters Score -511671.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -511676.500000 Penalty: 2813.058105
	Iteration 63Q: 3 clusters Score -511676.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -511681.531250 Penalty: 2813.058105
	Iteration 64Q: 3 clusters Score -511681.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -511682.562500 Penalty: 2813.058105
	Iteration 65Q: 3 clusters Score -511682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -511684.437500 Penalty: 2813.058105
	Iteration 66Q: 3 clusters Score -511684.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -511684.437500 Penalty: 2813.058105
	Iteration 67F: 3 clusters Score -511684.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Entering Unmasked Estep 
Score: -310163.750000 Penalty: 1326.269775
	Iteration 0F: 2 clusters Score -310163.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -307139.625000 Penalty: 2652.539551
	Iteration 0F: 3 clusters Score -307139.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307907.968750 Penalty: 2652.539551
	Iteration 1F: 3 clusters Score -307908 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -308038.000000 Penalty: 2652.539551
	Iteration 2F: 3 clusters Score -308038 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -308150.250000 Penalty: 2652.539551
	Iteration 3Q: 3 clusters Score -308150.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -308266.125000 Penalty: 2652.539551
	Iteration 4Q: 3 clusters Score -308266.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -308362.500000 Penalty: 2652.539551
	Iteration 5Q: 3 clusters Score -308362.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -308428.156250 Penalty: 2652.539551
	Iteration 6Q: 3 clusters Score -308428.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -308497.625000 Penalty: 2652.539551
	Iteration 7Q: 3 clusters Score -308497.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308556.468750 Penalty: 2652.539551
	Iteration 8Q: 3 clusters Score -308556.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -308617.437500 Penalty: 2652.539551
	Iteration 9Q: 3 clusters Score -308617.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -308689.187500 Penalty: 2652.539551
	Iteration 10Q: 3 clusters Score -308689.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -308762.093750 Penalty: 2652.539551
	Iteration 11Q: 3 clusters Score -308762.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308822.906250 Penalty: 2652.539551
	Iteration 12Q: 3 clusters Score -308822.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -308885.500000 Penalty: 2652.539551
	Iteration 13Q: 3 clusters Score -308885.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -308959.437500 Penalty: 2652.539551
	Iteration 14Q: 3 clusters Score -308959.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -309050.000000 Penalty: 2652.539551
	Iteration 15Q: 3 clusters Score -309050 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -309125.500000 Penalty: 2652.539551
	Iteration 16Q: 3 clusters Score -309125.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -309206.593750 Penalty: 2652.539551
	Iteration 17Q: 3 clusters Score -309206.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -309303.781250 Penalty: 2652.539551
	Iteration 18Q: 3 clusters Score -309303.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -309396.437500 Penalty: 2652.539551
	Iteration 19Q: 3 clusters Score -309396.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -309453.843750 Penalty: 2652.539551
	Iteration 20F: 3 clusters Score -309453.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -309486.250000 Penalty: 2652.539551
	Iteration 21Q: 3 clusters Score -309486.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -309513.156250 Penalty: 2652.539551
	Iteration 22Q: 3 clusters Score -309513.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -309527.843750 Penalty: 2652.539551
	Iteration 23Q: 3 clusters Score -309527.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -309533.375000 Penalty: 2652.539551
	Iteration 24Q: 3 clusters Score -309533.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -309537.218750 Penalty: 2652.539551
	Iteration 25Q: 3 clusters Score -309537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -309539.000000 Penalty: 2652.539551
	Iteration 26Q: 3 clusters Score -309539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -309541.750000 Penalty: 2652.539551
	Iteration 27Q: 3 clusters Score -309541.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -309547.875000 Penalty: 2652.539551
	Iteration 28Q: 3 clusters Score -309547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -309553.812500 Penalty: 2652.539551
	Iteration 29Q: 3 clusters Score -309553.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -309556.218750 Penalty: 2652.539551
	Iteration 30Q: 3 clusters Score -309556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -309558.718750 Penalty: 2652.539551
	Iteration 31Q: 3 clusters Score -309558.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -309560.625000 Penalty: 2652.539551
	Iteration 32Q: 3 clusters Score -309560.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -309564.343750 Penalty: 2652.539551
	Iteration 33Q: 3 clusters Score -309564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -309569.156250 Penalty: 2652.539551
	Iteration 34Q: 3 clusters Score -309569.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -309574.250000 Penalty: 2652.539551
	Iteration 35Q: 3 clusters Score -309574.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -309578.406250 Penalty: 2652.539551
	Iteration 36Q: 3 clusters Score -309578.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -309581.843750 Penalty: 2652.539551
	Iteration 37Q: 3 clusters Score -309581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -309583.000000 Penalty: 2652.539551
	Iteration 38Q: 3 clusters Score -309583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -309585.250000 Penalty: 2652.539551
	Iteration 39Q: 3 clusters Score -309585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309585.156250 Penalty: 2652.539551
	Iteration 40F: 3 clusters Score -309585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309586.156250 Penalty: 2652.539551
	Iteration 41Q: 3 clusters Score -309586.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -309586.750000 Penalty: 2652.539551
	Iteration 42Q: 3 clusters Score -309586.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -309587.156250 Penalty: 2652.539551
	Iteration 43Q: 3 clusters Score -309587.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -309587.343750 Penalty: 2652.539551
	Iteration 44Q: 3 clusters Score -309587.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309587.718750 Penalty: 2652.539551
	Iteration 45Q: 3 clusters Score -309587.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -309588.562500 Penalty: 2652.539551
	Iteration 46Q: 3 clusters Score -309588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -309588.687500 Penalty: 2652.539551
	Iteration 47Q: 3 clusters Score -309588.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -309588.656250 Penalty: 2652.539551
	Iteration 48Q: 3 clusters Score -309588.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -309588.656250 Penalty: 2652.539551
	Iteration 49F: 3 clusters Score -309588.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Entering Unmasked Estep 
Score: -2690514.000000 Penalty: 1669.050171
	Iteration 0F: 2 clusters Score -2690514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -2671156.000000 Penalty: 3338.100342
	Iteration 0F: 3 clusters Score -2671156 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2678999.750000 Penalty: 3338.100342
	Iteration 1F: 3 clusters Score -2679000 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2680066.500000 Penalty: 3338.100342
	Iteration 2F: 3 clusters Score -2680066 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2681365.000000 Penalty: 3338.100342
	Iteration 3F: 3 clusters Score -2681365 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2682711.250000 Penalty: 3338.100342
	Iteration 4F: 3 clusters Score -2682711 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2683892.750000 Penalty: 3338.100342
	Iteration 5F: 3 clusters Score -2683893 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2684832.250000 Penalty: 3338.100342
	Iteration 6F: 3 clusters Score -2684832 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2685696.000000 Penalty: 3338.100342
	Iteration 7Q: 3 clusters Score -2685696 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -2686569.500000 Penalty: 3338.100342
	Iteration 8Q: 3 clusters Score -2686570 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2687380.750000 Penalty: 3338.100342
	Iteration 9Q: 3 clusters Score -2687381 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -2688013.750000 Penalty: 3338.100342
	Iteration 10Q: 3 clusters Score -2688014 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -2688491.750000 Penalty: 3338.100342
	Iteration 11Q: 3 clusters Score -2688492 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -2688804.500000 Penalty: 3338.100342
	Iteration 12Q: 3 clusters Score -2688804 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -2689024.750000 Penalty: 3338.100342
	Iteration 13Q: 3 clusters Score -2689025 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -2689155.750000 Penalty: 3338.100342
	Iteration 14Q: 3 clusters Score -2689156 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -2689253.750000 Penalty: 3338.100342
	Iteration 15Q: 3 clusters Score -2689254 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -2689333.000000 Penalty: 3338.100342
	Iteration 16Q: 3 clusters Score -2689333 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -2689371.750000 Penalty: 3338.100342
	Iteration 17Q: 3 clusters Score -2689372 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2689416.250000 Penalty: 3338.100342
	Iteration 18Q: 3 clusters Score -2689416 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -2689453.000000 Penalty: 3338.100342
	Iteration 19Q: 3 clusters Score -2689453 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -2689487.250000 Penalty: 3338.100342
	Iteration 20F: 3 clusters Score -2689487 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -2689507.750000 Penalty: 3338.100342
	Iteration 21Q: 3 clusters Score -2689508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -2689535.000000 Penalty: 3338.100342
	Iteration 22Q: 3 clusters Score -2689535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2689559.500000 Penalty: 3338.100342
	Iteration 23Q: 3 clusters Score -2689560 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -2689582.250000 Penalty: 3338.100342
	Iteration 24Q: 3 clusters Score -2689582 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -2689604.250000 Penalty: 3338.100342
	Iteration 25Q: 3 clusters Score -2689604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -2689605.250000 Penalty: 3338.100342
	Iteration 26Q: 3 clusters Score -2689605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -2689608.750000 Penalty: 3338.100342
	Iteration 27Q: 3 clusters Score -2689609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -2689617.500000 Penalty: 3338.100342
	Iteration 28Q: 3 clusters Score -2689618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -2689622.500000 Penalty: 3338.100342
	Iteration 29Q: 3 clusters Score -2689622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -2689631.250000 Penalty: 3338.100342
	Iteration 30Q: 3 clusters Score -2689631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2689640.000000 Penalty: 3338.100342
	Iteration 31Q: 3 clusters Score -2689640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -2689646.500000 Penalty: 3338.100342
	Iteration 32Q: 3 clusters Score -2689646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -2689643.000000 Penalty: 3338.100342
	Iteration 33Q: 3 clusters Score -2689643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -2689645.250000 Penalty: 3338.100342
	Iteration 34Q: 3 clusters Score -2689645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -2689646.500000 Penalty: 3338.100342
	Iteration 35Q: 3 clusters Score -2689646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -2689646.250000 Penalty: 3338.100342
	Iteration 36Q: 3 clusters Score -2689646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -2689646.500000 Penalty: 3338.100342
	Iteration 37Q: 3 clusters Score -2689646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2689648.000000 Penalty: 3338.100342
	Iteration 38Q: 3 clusters Score -2689648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -2689648.000000 Penalty: 3338.100342
	Iteration 39F: 3 clusters Score -2689648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -120494.523438 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -120494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -118763.796875 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -118763.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119286.195312 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -119286.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119502.367188 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -119502.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119615.476562 Penalty: 2389.959717
	Iteration 3F: 3 clusters Score -119615.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -119718.539062 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -119718.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119800.515625 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -119800.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -119859.820312 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -119859.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119912.804688 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -119912.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119986.757812 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -119986.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120042.218750 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -120042.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120069.757812 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -120069.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120086.515625 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -120086.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -120088.750000 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -120088.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -120090.312500 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -120090.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120090.500000 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -120090.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -120090.500000 Penalty: 2389.959717
	Iteration 15F: 3 clusters Score -120090.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -184181.968750 Penalty: 1242.143799
	Iteration 0F: 2 clusters Score -184182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -182034.156250 Penalty: 2484.287598
	Iteration 0F: 3 clusters Score -182034.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -182480.265625 Penalty: 2484.287598
	Iteration 1F: 3 clusters Score -182480.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -182578.968750 Penalty: 2484.287598
	Iteration 2F: 3 clusters Score -182579 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -182637.171875 Penalty: 2484.287598
	Iteration 3Q: 3 clusters Score -182637.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -182676.718750 Penalty: 2484.287598
	Iteration 4Q: 3 clusters Score -182676.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -182701.109375 Penalty: 2484.287598
	Iteration 5Q: 3 clusters Score -182701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -182716.109375 Penalty: 2484.287598
	Iteration 6Q: 3 clusters Score -182716.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -182724.937500 Penalty: 2484.287598
	Iteration 7Q: 3 clusters Score -182724.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -182729.843750 Penalty: 2484.287598
	Iteration 8Q: 3 clusters Score -182729.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -182734.625000 Penalty: 2484.287598
	Iteration 9Q: 3 clusters Score -182734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -182739.968750 Penalty: 2484.287598
	Iteration 10Q: 3 clusters Score -182740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -182745.531250 Penalty: 2484.287598
	Iteration 11Q: 3 clusters Score -182745.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -182753.500000 Penalty: 2484.287598
	Iteration 12Q: 3 clusters Score -182753.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -182769.359375 Penalty: 2484.287598
	Iteration 13Q: 3 clusters Score -182769.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -182777.218750 Penalty: 2484.287598
	Iteration 14Q: 3 clusters Score -182777.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -182784.562500 Penalty: 2484.287598
	Iteration 15Q: 3 clusters Score -182784.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182790.343750 Penalty: 2484.287598
	Iteration 16Q: 3 clusters Score -182790.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -182796.546875 Penalty: 2484.287598
	Iteration 17Q: 3 clusters Score -182796.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -182801.921875 Penalty: 2484.287598
	Iteration 18Q: 3 clusters Score -182801.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -182804.671875 Penalty: 2484.287598
	Iteration 19Q: 3 clusters Score -182804.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -182807.218750 Penalty: 2484.287598
	Iteration 20F: 3 clusters Score -182807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -182809.750000 Penalty: 2484.287598
	Iteration 21Q: 3 clusters Score -182809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -182813.250000 Penalty: 2484.287598
	Iteration 22Q: 3 clusters Score -182813.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -182816.234375 Penalty: 2484.287598
	Iteration 23Q: 3 clusters Score -182816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -182817.390625 Penalty: 2484.287598
	Iteration 24Q: 3 clusters Score -182817.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182818.265625 Penalty: 2484.287598
	Iteration 25Q: 3 clusters Score -182818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -182820.218750 Penalty: 2484.287598
	Iteration 26Q: 3 clusters Score -182820.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -182822.625000 Penalty: 2484.287598
	Iteration 27Q: 3 clusters Score -182822.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -182826.062500 Penalty: 2484.287598
	Iteration 28Q: 3 clusters Score -182826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182831.875000 Penalty: 2484.287598
	Iteration 29Q: 3 clusters Score -182831.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -182837.750000 Penalty: 2484.287598
	Iteration 30Q: 3 clusters Score -182837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -182842.765625 Penalty: 2484.287598
	Iteration 31Q: 3 clusters Score -182842.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -182845.187500 Penalty: 2484.287598
	Iteration 32Q: 3 clusters Score -182845.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -182850.218750 Penalty: 2484.287598
	Iteration 33Q: 3 clusters Score -182850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -182855.703125 Penalty: 2484.287598
	Iteration 34Q: 3 clusters Score -182855.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -182861.843750 Penalty: 2484.287598
	Iteration 35Q: 3 clusters Score -182861.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -182865.890625 Penalty: 2484.287598
	Iteration 36Q: 3 clusters Score -182865.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -182871.953125 Penalty: 2484.287598
	Iteration 37Q: 3 clusters Score -182872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -182876.937500 Penalty: 2484.287598
	Iteration 38Q: 3 clusters Score -182876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -182882.578125 Penalty: 2484.287598
	Iteration 39Q: 3 clusters Score -182882.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -182887.015625 Penalty: 2484.287598
	Iteration 40F: 3 clusters Score -182887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182888.875000 Penalty: 2484.287598
	Iteration 41Q: 3 clusters Score -182888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182889.765625 Penalty: 2484.287598
	Iteration 42Q: 3 clusters Score -182889.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182890.187500 Penalty: 2484.287598
	Iteration 43Q: 3 clusters Score -182890.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -182891.296875 Penalty: 2484.287598
	Iteration 44Q: 3 clusters Score -182891.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -182893.109375 Penalty: 2484.287598
	Iteration 45Q: 3 clusters Score -182893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -182894.531250 Penalty: 2484.287598
	Iteration 46Q: 3 clusters Score -182894.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182896.125000 Penalty: 2484.287598
	Iteration 47Q: 3 clusters Score -182896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -182900.546875 Penalty: 2484.287598
	Iteration 48Q: 3 clusters Score -182900.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -182903.453125 Penalty: 2484.287598
	Iteration 49Q: 3 clusters Score -182903.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182907.500000 Penalty: 2484.287598
	Iteration 50Q: 3 clusters Score -182907.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -182910.906250 Penalty: 2484.287598
	Iteration 51Q: 3 clusters Score -182910.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -182916.218750 Penalty: 2484.287598
	Iteration 52Q: 3 clusters Score -182916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -182923.234375 Penalty: 2484.287598
	Iteration 53Q: 3 clusters Score -182923.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -182932.734375 Penalty: 2484.287598
	Iteration 54Q: 3 clusters Score -182932.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -182941.765625 Penalty: 2484.287598
	Iteration 55Q: 3 clusters Score -182941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -182946.781250 Penalty: 2484.287598
	Iteration 56Q: 3 clusters Score -182946.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -182947.953125 Penalty: 2484.287598
	Iteration 57Q: 3 clusters Score -182948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -182950.234375 Penalty: 2484.287598
	Iteration 58Q: 3 clusters Score -182950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -182952.156250 Penalty: 2484.287598
	Iteration 59Q: 3 clusters Score -182952.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -182956.718750 Penalty: 2484.287598
	Iteration 60F: 3 clusters Score -182956.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -182959.578125 Penalty: 2484.287598
	Iteration 61Q: 3 clusters Score -182959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182960.437500 Penalty: 2484.287598
	Iteration 62Q: 3 clusters Score -182960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -182960.437500 Penalty: 2484.287598
	Iteration 63F: 3 clusters Score -182960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1029138.437500 Penalty: 1520.910522
	Iteration 0F: 2 clusters Score -1029138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1020947.625000 Penalty: 3041.821045
	Iteration 0F: 3 clusters Score -1020948 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1023721.312500 Penalty: 3041.821045
	Iteration 1F: 3 clusters Score -1023721 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1023993.312500 Penalty: 3041.821045
	Iteration 2F: 3 clusters Score -1023993 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1024295.937500 Penalty: 3041.821045
	Iteration 3F: 3 clusters Score -1024296 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1024654.562500 Penalty: 3041.821045
	Iteration 4F: 3 clusters Score -1024655 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1025128.750000 Penalty: 3041.821045
	Iteration 5F: 3 clusters Score -1025129 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1025708.187500 Penalty: 3041.821045
	Iteration 6F: 3 clusters Score -1025708 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1026386.125000 Penalty: 3041.821045
	Iteration 7F: 3 clusters Score -1026386 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1027074.312500 Penalty: 3041.821045
	Iteration 8Q: 3 clusters Score -1027074 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1027629.625000 Penalty: 3041.821045
	Iteration 9Q: 3 clusters Score -1027630 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1028024.437500 Penalty: 3041.821045
	Iteration 10Q: 3 clusters Score -1028024 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1028273.000000 Penalty: 3041.821045
	Iteration 11Q: 3 clusters Score -1028273 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1028435.062500 Penalty: 3041.821045
	Iteration 12Q: 3 clusters Score -1028435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1028536.125000 Penalty: 3041.821045
	Iteration 13Q: 3 clusters Score -1028536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1028602.562500 Penalty: 3041.821045
	Iteration 14Q: 3 clusters Score -1028603 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1028645.625000 Penalty: 3041.821045
	Iteration 15Q: 3 clusters Score -1028646 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1028676.312500 Penalty: 3041.821045
	Iteration 16Q: 3 clusters Score -1028676 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1028687.437500 Penalty: 3041.821045
	Iteration 17Q: 3 clusters Score -1028687 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1028699.937500 Penalty: 3041.821045
	Iteration 18Q: 3 clusters Score -1028700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1028705.000000 Penalty: 3041.821045
	Iteration 19Q: 3 clusters Score -1028705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1028712.687500 Penalty: 3041.821045
	Iteration 20F: 3 clusters Score -1028713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1028718.375000 Penalty: 3041.821045
	Iteration 21Q: 3 clusters Score -1028718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1028720.562500 Penalty: 3041.821045
	Iteration 22Q: 3 clusters Score -1028721 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1028723.312500 Penalty: 3041.821045
	Iteration 23Q: 3 clusters Score -1028723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1028727.062500 Penalty: 3041.821045
	Iteration 24Q: 3 clusters Score -1028727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1028725.187500 Penalty: 3041.821045
	Iteration 25Q: 3 clusters Score -1028725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1028727.375000 Penalty: 3041.821045
	Iteration 26Q: 3 clusters Score -1028727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1028727.812500 Penalty: 3041.821045
	Iteration 27Q: 3 clusters Score -1028728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1028727.062500 Penalty: 3041.821045
	Iteration 28Q: 3 clusters Score -1028727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1028726.562500 Penalty: 3041.821045
	Iteration 29Q: 3 clusters Score -1028727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1028727.312500 Penalty: 3041.821045
	Iteration 30Q: 3 clusters Score -1028727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1028727.500000 Penalty: 3041.821045
	Iteration 31Q: 3 clusters Score -1028728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1028729.250000 Penalty: 3041.821045
	Iteration 32Q: 3 clusters Score -1028729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1028730.250000 Penalty: 3041.821045
	Iteration 33Q: 3 clusters Score -1028730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1028730.562500 Penalty: 3041.821045
	Iteration 34Q: 3 clusters Score -1028731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1028730.187500 Penalty: 3041.821045
	Iteration 35Q: 3 clusters Score -1028730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1028732.500000 Penalty: 3041.821045
	Iteration 36Q: 3 clusters Score -1028732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1028733.187500 Penalty: 3041.821045
	Iteration 37Q: 3 clusters Score -1028733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1028733.375000 Penalty: 3041.821045
	Iteration 38Q: 3 clusters Score -1028733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1028734.437500 Penalty: 3041.821045
	Iteration 39Q: 3 clusters Score -1028734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1028734.625000 Penalty: 3041.821045
	Iteration 40F: 3 clusters Score -1028735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1028734.187500 Penalty: 3041.821045
	Iteration 41Q: 3 clusters Score -1028734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1028736.500000 Penalty: 3041.821045
	Iteration 42Q: 3 clusters Score -1028736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1028735.812500 Penalty: 3041.821045
	Iteration 43Q: 3 clusters Score -1028736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1028737.187500 Penalty: 3041.821045
	Iteration 44Q: 3 clusters Score -1028737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1028736.500000 Penalty: 3041.821045
	Iteration 45Q: 3 clusters Score -1028736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1028738.187500 Penalty: 3041.821045
	Iteration 46Q: 3 clusters Score -1028738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1028739.062500 Penalty: 3041.821045
	Iteration 47Q: 3 clusters Score -1028739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1028737.937500 Penalty: 3041.821045
	Iteration 48Q: 3 clusters Score -1028738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1028738.375000 Penalty: 3041.821045
	Iteration 49Q: 3 clusters Score -1028738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1028739.000000 Penalty: 3041.821045
	Iteration 50Q: 3 clusters Score -1028739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1028739.250000 Penalty: 3041.821045
	Iteration 51Q: 3 clusters Score -1028739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1028737.500000 Penalty: 3041.821045
	Iteration 52Q: 3 clusters Score -1028738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1028738.812500 Penalty: 3041.821045
	Iteration 53Q: 3 clusters Score -1028739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1028738.812500 Penalty: 3041.821045
	Iteration 54F: 3 clusters Score -1028739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -246389.062500 Penalty: 1293.835938
	Iteration 0F: 2 clusters Score -246389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -243736.875000 Penalty: 2587.671875
	Iteration 0F: 3 clusters Score -243736.9 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -244507.968750 Penalty: 2587.671875
	Iteration 1F: 3 clusters Score -244508 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244728.109375 Penalty: 2587.671875
	Iteration 2F: 3 clusters Score -244728.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -244869.796875 Penalty: 2587.671875
	Iteration 3F: 3 clusters Score -244869.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -244978.859375 Penalty: 2587.671875
	Iteration 4Q: 3 clusters Score -244978.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -245082.765625 Penalty: 2587.671875
	Iteration 5Q: 3 clusters Score -245082.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -245178.953125 Penalty: 2587.671875
	Iteration 6Q: 3 clusters Score -245179 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245240.312500 Penalty: 2587.671875
	Iteration 7Q: 3 clusters Score -245240.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245296.625000 Penalty: 2587.671875
	Iteration 8Q: 3 clusters Score -245296.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -245337.640625 Penalty: 2587.671875
	Iteration 9Q: 3 clusters Score -245337.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -245361.265625 Penalty: 2587.671875
	Iteration 10Q: 3 clusters Score -245361.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -245376.062500 Penalty: 2587.671875
	Iteration 11Q: 3 clusters Score -245376.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -245391.000000 Penalty: 2587.671875
	Iteration 12Q: 3 clusters Score -245391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245400.765625 Penalty: 2587.671875
	Iteration 13Q: 3 clusters Score -245400.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -245408.671875 Penalty: 2587.671875
	Iteration 14Q: 3 clusters Score -245408.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -245418.437500 Penalty: 2587.671875
	Iteration 15Q: 3 clusters Score -245418.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -245425.890625 Penalty: 2587.671875
	Iteration 16Q: 3 clusters Score -245425.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -245434.375000 Penalty: 2587.671875
	Iteration 17Q: 3 clusters Score -245434.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -245441.750000 Penalty: 2587.671875
	Iteration 18Q: 3 clusters Score -245441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -245450.437500 Penalty: 2587.671875
	Iteration 19Q: 3 clusters Score -245450.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -245460.312500 Penalty: 2587.671875
	Iteration 20F: 3 clusters Score -245460.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -245473.609375 Penalty: 2587.671875
	Iteration 21Q: 3 clusters Score -245473.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245492.015625 Penalty: 2587.671875
	Iteration 22Q: 3 clusters Score -245492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -245519.359375 Penalty: 2587.671875
	Iteration 23Q: 3 clusters Score -245519.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245547.046875 Penalty: 2587.671875
	Iteration 24Q: 3 clusters Score -245547 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -245565.281250 Penalty: 2587.671875
	Iteration 25Q: 3 clusters Score -245565.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -245576.968750 Penalty: 2587.671875
	Iteration 26Q: 3 clusters Score -245577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -245585.968750 Penalty: 2587.671875
	Iteration 27Q: 3 clusters Score -245586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -245591.656250 Penalty: 2587.671875
	Iteration 28Q: 3 clusters Score -245591.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245598.187500 Penalty: 2587.671875
	Iteration 29Q: 3 clusters Score -245598.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -245604.109375 Penalty: 2587.671875
	Iteration 30Q: 3 clusters Score -245604.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -245607.203125 Penalty: 2587.671875
	Iteration 31Q: 3 clusters Score -245607.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -245611.500000 Penalty: 2587.671875
	Iteration 32Q: 3 clusters Score -245611.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -245616.359375 Penalty: 2587.671875
	Iteration 33Q: 3 clusters Score -245616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -245620.359375 Penalty: 2587.671875
	Iteration 34Q: 3 clusters Score -245620.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -245625.765625 Penalty: 2587.671875
	Iteration 35Q: 3 clusters Score -245625.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -245629.281250 Penalty: 2587.671875
	Iteration 36Q: 3 clusters Score -245629.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -245631.890625 Penalty: 2587.671875
	Iteration 37Q: 3 clusters Score -245631.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -245634.750000 Penalty: 2587.671875
	Iteration 38Q: 3 clusters Score -245634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -245638.265625 Penalty: 2587.671875
	Iteration 39Q: 3 clusters Score -245638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245641.296875 Penalty: 2587.671875
	Iteration 40F: 3 clusters Score -245641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -245644.953125 Penalty: 2587.671875
	Iteration 41Q: 3 clusters Score -245645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -245648.500000 Penalty: 2587.671875
	Iteration 42Q: 3 clusters Score -245648.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -245650.843750 Penalty: 2587.671875
	Iteration 43Q: 3 clusters Score -245650.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245654.093750 Penalty: 2587.671875
	Iteration 44Q: 3 clusters Score -245654.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -245655.687500 Penalty: 2587.671875
	Iteration 45Q: 3 clusters Score -245655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -245656.437500 Penalty: 2587.671875
	Iteration 46Q: 3 clusters Score -245656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -245656.750000 Penalty: 2587.671875
	Iteration 47Q: 3 clusters Score -245656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -245657.656250 Penalty: 2587.671875
	Iteration 48Q: 3 clusters Score -245657.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -245657.781250 Penalty: 2587.671875
	Iteration 49Q: 3 clusters Score -245657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -245657.921875 Penalty: 2587.671875
	Iteration 50Q: 3 clusters Score -245657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -245659.250000 Penalty: 2587.671875
	Iteration 51Q: 3 clusters Score -245659.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -245660.187500 Penalty: 2587.671875
	Iteration 52Q: 3 clusters Score -245660.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -245661.093750 Penalty: 2587.671875
	Iteration 53Q: 3 clusters Score -245661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -245661.703125 Penalty: 2587.671875
	Iteration 54Q: 3 clusters Score -245661.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -245661.953125 Penalty: 2587.671875
	Iteration 55Q: 3 clusters Score -245662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -245662.890625 Penalty: 2587.671875
	Iteration 56Q: 3 clusters Score -245662.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -245663.359375 Penalty: 2587.671875
	Iteration 57Q: 3 clusters Score -245663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -245663.609375 Penalty: 2587.671875
	Iteration 58Q: 3 clusters Score -245663.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -245664.187500 Penalty: 2587.671875
	Iteration 59Q: 3 clusters Score -245664.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -245664.640625 Penalty: 2587.671875
	Iteration 60F: 3 clusters Score -245664.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -245664.828125 Penalty: 2587.671875
	Iteration 61Q: 3 clusters Score -245664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -245664.828125 Penalty: 2587.671875
	Iteration 62F: 3 clusters Score -245664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -603726.125000 Penalty: 1430.873413
	Iteration 0F: 2 clusters Score -603726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -598659.187500 Penalty: 2861.746826
	Iteration 0F: 3 clusters Score -598659.2 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -600121.937500 Penalty: 2861.746826
	Iteration 1F: 3 clusters Score -600121.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -600351.375000 Penalty: 2861.746826
	Iteration 2F: 3 clusters Score -600351.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -600525.000000 Penalty: 2861.746826
	Iteration 3F: 3 clusters Score -600525 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -600664.687500 Penalty: 2861.746826
	Iteration 4Q: 3 clusters Score -600664.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -600776.750000 Penalty: 2861.746826
	Iteration 5Q: 3 clusters Score -600776.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -600880.812500 Penalty: 2861.746826
	Iteration 6Q: 3 clusters Score -600880.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -600969.875000 Penalty: 2861.746826
	Iteration 7Q: 3 clusters Score -600969.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -601043.937500 Penalty: 2861.746826
	Iteration 8Q: 3 clusters Score -601043.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -601110.000000 Penalty: 2861.746826
	Iteration 9Q: 3 clusters Score -601110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -601184.625000 Penalty: 2861.746826
	Iteration 10Q: 3 clusters Score -601184.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -601283.625000 Penalty: 2861.746826
	Iteration 11Q: 3 clusters Score -601283.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -601386.187500 Penalty: 2861.746826
	Iteration 12Q: 3 clusters Score -601386.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -601495.937500 Penalty: 2861.746826
	Iteration 13Q: 3 clusters Score -601495.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -601609.000000 Penalty: 2861.746826
	Iteration 14Q: 3 clusters Score -601609 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -601722.250000 Penalty: 2861.746826
	Iteration 15Q: 3 clusters Score -601722.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -601817.187500 Penalty: 2861.746826
	Iteration 16Q: 3 clusters Score -601817.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -601915.312500 Penalty: 2861.746826
	Iteration 17Q: 3 clusters Score -601915.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -602023.187500 Penalty: 2861.746826
	Iteration 18Q: 3 clusters Score -602023.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -602107.937500 Penalty: 2861.746826
	Iteration 19Q: 3 clusters Score -602107.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -602184.437500 Penalty: 2861.746826
	Iteration 20F: 3 clusters Score -602184.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -602255.812500 Penalty: 2861.746826
	Iteration 21Q: 3 clusters Score -602255.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -602320.187500 Penalty: 2861.746826
	Iteration 22Q: 3 clusters Score -602320.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -602367.687500 Penalty: 2861.746826
	Iteration 23Q: 3 clusters Score -602367.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -602393.312500 Penalty: 2861.746826
	Iteration 24Q: 3 clusters Score -602393.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -602420.812500 Penalty: 2861.746826
	Iteration 25Q: 3 clusters Score -602420.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -602448.750000 Penalty: 2861.746826
	Iteration 26Q: 3 clusters Score -602448.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -602481.375000 Penalty: 2861.746826
	Iteration 27Q: 3 clusters Score -602481.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -602505.937500 Penalty: 2861.746826
	Iteration 28Q: 3 clusters Score -602505.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -602528.250000 Penalty: 2861.746826
	Iteration 29Q: 3 clusters Score -602528.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -602551.375000 Penalty: 2861.746826
	Iteration 30Q: 3 clusters Score -602551.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -602568.000000 Penalty: 2861.746826
	Iteration 31Q: 3 clusters Score -602568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -602578.000000 Penalty: 2861.746826
	Iteration 32Q: 3 clusters Score -602578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -602585.250000 Penalty: 2861.746826
	Iteration 33Q: 3 clusters Score -602585.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -602586.375000 Penalty: 2861.746826
	Iteration 34Q: 3 clusters Score -602586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -602586.750000 Penalty: 2861.746826
	Iteration 35Q: 3 clusters Score -602586.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -602588.937500 Penalty: 2861.746826
	Iteration 36Q: 3 clusters Score -602588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -602589.812500 Penalty: 2861.746826
	Iteration 37Q: 3 clusters Score -602589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -602590.062500 Penalty: 2861.746826
	Iteration 38Q: 3 clusters Score -602590.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -602590.062500 Penalty: 2861.746826
	Iteration 39F: 3 clusters Score -602590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Entering Unmasked Estep 
Score: -213186.953125 Penalty: 1267.792480
	Iteration 0F: 2 clusters Score -213187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -210818.281250 Penalty: 2535.584961
	Iteration 0F: 3 clusters Score -210818.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -211391.234375 Penalty: 2535.584961
	Iteration 1F: 3 clusters Score -211391.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -211498.984375 Penalty: 2535.584961
	Iteration 2F: 3 clusters Score -211499 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -211569.796875 Penalty: 2535.584961
	Iteration 3Q: 3 clusters Score -211569.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -211627.406250 Penalty: 2535.584961
	Iteration 4Q: 3 clusters Score -211627.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -211669.187500 Penalty: 2535.584961
	Iteration 5Q: 3 clusters Score -211669.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -211702.562500 Penalty: 2535.584961
	Iteration 6Q: 3 clusters Score -211702.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -211735.656250 Penalty: 2535.584961
	Iteration 7Q: 3 clusters Score -211735.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -211768.125000 Penalty: 2535.584961
	Iteration 8Q: 3 clusters Score -211768.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -211801.406250 Penalty: 2535.584961
	Iteration 9Q: 3 clusters Score -211801.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -211842.484375 Penalty: 2535.584961
	Iteration 10Q: 3 clusters Score -211842.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -211881.218750 Penalty: 2535.584961
	Iteration 11Q: 3 clusters Score -211881.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -211912.937500 Penalty: 2535.584961
	Iteration 12Q: 3 clusters Score -211912.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -211937.453125 Penalty: 2535.584961
	Iteration 13Q: 3 clusters Score -211937.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -211957.484375 Penalty: 2535.584961
	Iteration 14Q: 3 clusters Score -211957.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -211985.328125 Penalty: 2535.584961
	Iteration 15Q: 3 clusters Score -211985.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -212016.656250 Penalty: 2535.584961
	Iteration 16Q: 3 clusters Score -212016.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -212042.812500 Penalty: 2535.584961
	Iteration 17Q: 3 clusters Score -212042.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -212065.578125 Penalty: 2535.584961
	Iteration 18Q: 3 clusters Score -212065.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -212081.515625 Penalty: 2535.584961
	Iteration 19Q: 3 clusters Score -212081.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -212095.281250 Penalty: 2535.584961
	Iteration 20F: 3 clusters Score -212095.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -212110.093750 Penalty: 2535.584961
	Iteration 21Q: 3 clusters Score -212110.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -212121.750000 Penalty: 2535.584961
	Iteration 22Q: 3 clusters Score -212121.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -212136.734375 Penalty: 2535.584961
	Iteration 23Q: 3 clusters Score -212136.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -212151.203125 Penalty: 2535.584961
	Iteration 24Q: 3 clusters Score -212151.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -212163.078125 Penalty: 2535.584961
	Iteration 25Q: 3 clusters Score -212163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -212173.734375 Penalty: 2535.584961
	Iteration 26Q: 3 clusters Score -212173.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -212180.328125 Penalty: 2535.584961
	Iteration 27Q: 3 clusters Score -212180.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -212189.531250 Penalty: 2535.584961
	Iteration 28Q: 3 clusters Score -212189.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -212196.390625 Penalty: 2535.584961
	Iteration 29Q: 3 clusters Score -212196.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -212198.484375 Penalty: 2535.584961
	Iteration 30Q: 3 clusters Score -212198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -212199.531250 Penalty: 2535.584961
	Iteration 31Q: 3 clusters Score -212199.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -212199.296875 Penalty: 2535.584961
	Iteration 32Q: 3 clusters Score -212199.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -212199.671875 Penalty: 2535.584961
	Iteration 33Q: 3 clusters Score -212199.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -212199.921875 Penalty: 2535.584961
	Iteration 34Q: 3 clusters Score -212199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -212200.343750 Penalty: 2535.584961
	Iteration 35Q: 3 clusters Score -212200.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -212200.343750 Penalty: 2535.584961
	Iteration 36F: 3 clusters Score -212200.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -460350.625000 Penalty: 1392.034180
	Iteration 0F: 2 clusters Score -460350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -456221.406250 Penalty: 2784.068359
	Iteration 0F: 3 clusters Score -456221.4 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -457345.468750 Penalty: 2784.068359
	Iteration 1F: 3 clusters Score -457345.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -457532.937500 Penalty: 2784.068359
	Iteration 2F: 3 clusters Score -457532.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -457646.187500 Penalty: 2784.068359
	Iteration 3Q: 3 clusters Score -457646.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -457735.968750 Penalty: 2784.068359
	Iteration 4Q: 3 clusters Score -457736 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -457803.031250 Penalty: 2784.068359
	Iteration 5Q: 3 clusters Score -457803 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -457857.093750 Penalty: 2784.068359
	Iteration 6Q: 3 clusters Score -457857.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -457904.156250 Penalty: 2784.068359
	Iteration 7Q: 3 clusters Score -457904.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -457950.468750 Penalty: 2784.068359
	Iteration 8Q: 3 clusters Score -457950.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -457996.781250 Penalty: 2784.068359
	Iteration 9Q: 3 clusters Score -457996.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -458039.718750 Penalty: 2784.068359
	Iteration 10Q: 3 clusters Score -458039.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -458081.812500 Penalty: 2784.068359
	Iteration 11Q: 3 clusters Score -458081.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -458126.593750 Penalty: 2784.068359
	Iteration 12Q: 3 clusters Score -458126.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -458170.875000 Penalty: 2784.068359
	Iteration 13Q: 3 clusters Score -458170.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -458214.500000 Penalty: 2784.068359
	Iteration 14Q: 3 clusters Score -458214.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -458266.875000 Penalty: 2784.068359
	Iteration 15Q: 3 clusters Score -458266.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -458327.437500 Penalty: 2784.068359
	Iteration 16Q: 3 clusters Score -458327.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -458398.062500 Penalty: 2784.068359
	Iteration 17Q: 3 clusters Score -458398.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -458483.562500 Penalty: 2784.068359
	Iteration 18Q: 3 clusters Score -458483.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -458578.906250 Penalty: 2784.068359
	Iteration 19Q: 3 clusters Score -458578.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -458667.437500 Penalty: 2784.068359
	Iteration 20F: 3 clusters Score -458667.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -458751.812500 Penalty: 2784.068359
	Iteration 21Q: 3 clusters Score -458751.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -458823.343750 Penalty: 2784.068359
	Iteration 22Q: 3 clusters Score -458823.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -458873.218750 Penalty: 2784.068359
	Iteration 23Q: 3 clusters Score -458873.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -458914.468750 Penalty: 2784.068359
	Iteration 24Q: 3 clusters Score -458914.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -458948.062500 Penalty: 2784.068359
	Iteration 25Q: 3 clusters Score -458948.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -458976.750000 Penalty: 2784.068359
	Iteration 26Q: 3 clusters Score -458976.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -459001.031250 Penalty: 2784.068359
	Iteration 27Q: 3 clusters Score -459001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -459024.843750 Penalty: 2784.068359
	Iteration 28Q: 3 clusters Score -459024.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -459043.812500 Penalty: 2784.068359
	Iteration 29Q: 3 clusters Score -459043.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -459062.937500 Penalty: 2784.068359
	Iteration 30Q: 3 clusters Score -459062.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -459079.593750 Penalty: 2784.068359
	Iteration 31Q: 3 clusters Score -459079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -459088.750000 Penalty: 2784.068359
	Iteration 32Q: 3 clusters Score -459088.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -459096.781250 Penalty: 2784.068359
	Iteration 33Q: 3 clusters Score -459096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -459101.656250 Penalty: 2784.068359
	Iteration 34Q: 3 clusters Score -459101.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -459105.187500 Penalty: 2784.068359
	Iteration 35Q: 3 clusters Score -459105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -459109.062500 Penalty: 2784.068359
	Iteration 36Q: 3 clusters Score -459109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -459111.906250 Penalty: 2784.068359
	Iteration 37Q: 3 clusters Score -459111.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -459113.500000 Penalty: 2784.068359
	Iteration 38Q: 3 clusters Score -459113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -459115.875000 Penalty: 2784.068359
	Iteration 39Q: 3 clusters Score -459115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -459116.656250 Penalty: 2784.068359
	Iteration 40F: 3 clusters Score -459116.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -459117.906250 Penalty: 2784.068359
	Iteration 41Q: 3 clusters Score -459117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -459121.406250 Penalty: 2784.068359
	Iteration 42Q: 3 clusters Score -459121.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -459122.000000 Penalty: 2784.068359
	Iteration 43Q: 3 clusters Score -459122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -459123.562500 Penalty: 2784.068359
	Iteration 44Q: 3 clusters Score -459123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -459124.906250 Penalty: 2784.068359
	Iteration 45Q: 3 clusters Score -459124.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -459125.437500 Penalty: 2784.068359
	Iteration 46Q: 3 clusters Score -459125.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -459127.718750 Penalty: 2784.068359
	Iteration 47Q: 3 clusters Score -459127.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -459127.718750 Penalty: 2784.068359
	Iteration 48F: 3 clusters Score -459127.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -120228.585938 Penalty: 1169.218018
	Iteration 0F: 2 clusters Score -120228.6 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 655 members 
Entering Unmasked Estep 
Score: -118564.734375 Penalty: 2338.436035
	Iteration 0F: 3 clusters Score -118564.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -118842.890625 Penalty: 2338.436035
	Iteration 1F: 3 clusters Score -118842.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -118921.187500 Penalty: 2338.436035
	Iteration 2F: 3 clusters Score -118921.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118964.617188 Penalty: 2338.436035
	Iteration 3Q: 3 clusters Score -118964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119002.054688 Penalty: 2338.436035
	Iteration 4Q: 3 clusters Score -119002.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -119040.757812 Penalty: 2338.436035
	Iteration 5Q: 3 clusters Score -119040.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119058.468750 Penalty: 2338.436035
	Iteration 6Q: 3 clusters Score -119058.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119067.953125 Penalty: 2338.436035
	Iteration 7Q: 3 clusters Score -119068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -119074.328125 Penalty: 2338.436035
	Iteration 8Q: 3 clusters Score -119074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -119084.468750 Penalty: 2338.436035
	Iteration 9Q: 3 clusters Score -119084.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -119092.820312 Penalty: 2338.436035
	Iteration 10Q: 3 clusters Score -119092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -119102.062500 Penalty: 2338.436035
	Iteration 11Q: 3 clusters Score -119102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -119115.546875 Penalty: 2338.436035
	Iteration 12Q: 3 clusters Score -119115.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -119127.921875 Penalty: 2338.436035
	Iteration 13Q: 3 clusters Score -119127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -119136.578125 Penalty: 2338.436035
	Iteration 14Q: 3 clusters Score -119136.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -119144.171875 Penalty: 2338.436035
	Iteration 15Q: 3 clusters Score -119144.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119152.468750 Penalty: 2338.436035
	Iteration 16Q: 3 clusters Score -119152.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -119163.023438 Penalty: 2338.436035
	Iteration 17Q: 3 clusters Score -119163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -119174.750000 Penalty: 2338.436035
	Iteration 18Q: 3 clusters Score -119174.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -119205.203125 Penalty: 2338.436035
	Iteration 19Q: 3 clusters Score -119205.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -119239.554688 Penalty: 2338.436035
	Iteration 20F: 3 clusters Score -119239.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -119282.148438 Penalty: 2338.436035
	Iteration 21Q: 3 clusters Score -119282.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -119323.492188 Penalty: 2338.436035
	Iteration 22Q: 3 clusters Score -119323.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119342.671875 Penalty: 2338.436035
	Iteration 23Q: 3 clusters Score -119342.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119355.984375 Penalty: 2338.436035
	Iteration 24Q: 3 clusters Score -119356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -119377.445312 Penalty: 2338.436035
	Iteration 25Q: 3 clusters Score -119377.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119400.015625 Penalty: 2338.436035
	Iteration 26Q: 3 clusters Score -119400 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -119418.773438 Penalty: 2338.436035
	Iteration 27Q: 3 clusters Score -119418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -119435.851562 Penalty: 2338.436035
	Iteration 28Q: 3 clusters Score -119435.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -119443.625000 Penalty: 2338.436035
	Iteration 29Q: 3 clusters Score -119443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -119446.500000 Penalty: 2338.436035
	Iteration 30Q: 3 clusters Score -119446.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119450.125000 Penalty: 2338.436035
	Iteration 31Q: 3 clusters Score -119450.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119451.328125 Penalty: 2338.436035
	Iteration 32Q: 3 clusters Score -119451.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119451.328125 Penalty: 2338.436035
	Iteration 33F: 3 clusters Score -119451.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 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 716 members 
Entering Unmasked Estep 
Score: -122019.273438 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -122019.3 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -122413.828125 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122413.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122539.734375 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122539.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -122618.500000 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -122618.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -122660.320312 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122660.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122687.320312 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -122705.882812 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122705.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122715.226562 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122715.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -122722.867188 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122722.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -122733.226562 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122733.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122744.421875 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122744.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122756.179688 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122756.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122765.367188 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122765.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122769.835938 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122769.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122774.484375 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122774.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -122780.023438 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -122789.226562 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122789.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -122797.765625 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122797.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -122802.554688 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122802.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -122810.390625 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -122810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -122814.281250 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -122814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -122816.679688 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -122816.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -122824.390625 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -122824.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -122827.617188 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -122827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122828.531250 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -122828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -122828.531250 Penalty: 2356.225830
	Iteration 25F: 3 clusters Score -122828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Entering Unmasked Estep 
Score: -1829327.125000 Penalty: 1612.534668
	Iteration 0F: 2 clusters Score -1829327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1815467.500000 Penalty: 3225.069336
	Iteration 0F: 3 clusters Score -1815468 nChanged 9174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1820427.625000 Penalty: 3225.069336
	Iteration 1F: 3 clusters Score -1820428 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1820791.125000 Penalty: 3225.069336
	Iteration 2F: 3 clusters Score -1820791 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1821148.125000 Penalty: 3225.069336
	Iteration 3Q: 3 clusters Score -1821148 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1821537.375000 Penalty: 3225.069336
	Iteration 4Q: 3 clusters Score -1821537 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1821957.875000 Penalty: 3225.069336
	Iteration 5Q: 3 clusters Score -1821958 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1822431.250000 Penalty: 3225.069336
	Iteration 6Q: 3 clusters Score -1822431 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -1822985.250000 Penalty: 3225.069336
	Iteration 7F: 3 clusters Score -1822985 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1823579.000000 Penalty: 3225.069336
	Iteration 8F: 3 clusters Score -1823579 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1824191.375000 Penalty: 3225.069336
	Iteration 9F: 3 clusters Score -1824191 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1824756.375000 Penalty: 3225.069336
	Iteration 10Q: 3 clusters Score -1824756 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -1825274.625000 Penalty: 3225.069336
	Iteration 11Q: 3 clusters Score -1825275 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1825608.875000 Penalty: 3225.069336
	Iteration 12Q: 3 clusters Score -1825609 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1825790.000000 Penalty: 3225.069336
	Iteration 13Q: 3 clusters Score -1825790 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1825896.625000 Penalty: 3225.069336
	Iteration 14Q: 3 clusters Score -1825897 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1825941.125000 Penalty: 3225.069336
	Iteration 15Q: 3 clusters Score -1825941 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1825986.375000 Penalty: 3225.069336
	Iteration 16Q: 3 clusters Score -1825986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1826029.875000 Penalty: 3225.069336
	Iteration 17Q: 3 clusters Score -1826030 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -1826073.375000 Penalty: 3225.069336
	Iteration 18Q: 3 clusters Score -1826073 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1826113.000000 Penalty: 3225.069336
	Iteration 19Q: 3 clusters Score -1826113 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -1826159.250000 Penalty: 3225.069336
	Iteration 20F: 3 clusters Score -1826159 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1826188.875000 Penalty: 3225.069336
	Iteration 21Q: 3 clusters Score -1826189 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -1826234.750000 Penalty: 3225.069336
	Iteration 22Q: 3 clusters Score -1826235 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1826279.500000 Penalty: 3225.069336
	Iteration 23Q: 3 clusters Score -1826280 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1826333.250000 Penalty: 3225.069336
	Iteration 24Q: 3 clusters Score -1826333 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1826385.875000 Penalty: 3225.069336
	Iteration 25Q: 3 clusters Score -1826386 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1826465.875000 Penalty: 3225.069336
	Iteration 26Q: 3 clusters Score -1826466 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -1826552.000000 Penalty: 3225.069336
	Iteration 27Q: 3 clusters Score -1826552 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1826659.375000 Penalty: 3225.069336
	Iteration 28Q: 3 clusters Score -1826659 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1826770.500000 Penalty: 3225.069336
	Iteration 29Q: 3 clusters Score -1826770 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -1826864.000000 Penalty: 3225.069336
	Iteration 30Q: 3 clusters Score -1826864 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -1826954.250000 Penalty: 3225.069336
	Iteration 31Q: 3 clusters Score -1826954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -1827032.875000 Penalty: 3225.069336
	Iteration 32Q: 3 clusters Score -1827033 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -1827100.500000 Penalty: 3225.069336
	Iteration 33Q: 3 clusters Score -1827100 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1827153.625000 Penalty: 3225.069336
	Iteration 34Q: 3 clusters Score -1827154 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -1827208.875000 Penalty: 3225.069336
	Iteration 35Q: 3 clusters Score -1827209 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -1827258.250000 Penalty: 3225.069336
	Iteration 36Q: 3 clusters Score -1827258 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1827297.875000 Penalty: 3225.069336
	Iteration 37Q: 3 clusters Score -1827298 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1827329.000000 Penalty: 3225.069336
	Iteration 38Q: 3 clusters Score -1827329 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1827358.250000 Penalty: 3225.069336
	Iteration 39Q: 3 clusters Score -1827358 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -1827396.625000 Penalty: 3225.069336
	Iteration 40F: 3 clusters Score -1827397 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -1827429.625000 Penalty: 3225.069336
	Iteration 41Q: 3 clusters Score -1827430 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1827464.125000 Penalty: 3225.069336
	Iteration 42Q: 3 clusters Score -1827464 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1827496.750000 Penalty: 3225.069336
	Iteration 43Q: 3 clusters Score -1827497 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1827509.625000 Penalty: 3225.069336
	Iteration 44Q: 3 clusters Score -1827510 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -1827531.125000 Penalty: 3225.069336
	Iteration 45Q: 3 clusters Score -1827531 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1827546.375000 Penalty: 3225.069336
	Iteration 46Q: 3 clusters Score -1827546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1827555.625000 Penalty: 3225.069336
	Iteration 47Q: 3 clusters Score -1827556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1827577.250000 Penalty: 3225.069336
	Iteration 48Q: 3 clusters Score -1827577 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1827587.750000 Penalty: 3225.069336
	Iteration 49Q: 3 clusters Score -1827588 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1827609.125000 Penalty: 3225.069336
	Iteration 50Q: 3 clusters Score -1827609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -1827615.875000 Penalty: 3225.069336
	Iteration 51Q: 3 clusters Score -1827616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -1827631.375000 Penalty: 3225.069336
	Iteration 52Q: 3 clusters Score -1827631 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1827643.500000 Penalty: 3225.069336
	Iteration 53Q: 3 clusters Score -1827644 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -1827652.500000 Penalty: 3225.069336
	Iteration 54Q: 3 clusters Score -1827652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -1827663.625000 Penalty: 3225.069336
	Iteration 55Q: 3 clusters Score -1827664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -1827668.375000 Penalty: 3225.069336
	Iteration 56Q: 3 clusters Score -1827668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1827671.250000 Penalty: 3225.069336
	Iteration 57Q: 3 clusters Score -1827671 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1827674.125000 Penalty: 3225.069336
	Iteration 58Q: 3 clusters Score -1827674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1827674.375000 Penalty: 3225.069336
	Iteration 59Q: 3 clusters Score -1827674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -1827681.750000 Penalty: 3225.069336
	Iteration 60F: 3 clusters Score -1827682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -1827684.000000 Penalty: 3225.069336
	Iteration 61Q: 3 clusters Score -1827684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1827686.000000 Penalty: 3225.069336
	Iteration 62Q: 3 clusters Score -1827686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -1827687.500000 Penalty: 3225.069336
	Iteration 63Q: 3 clusters Score -1827688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1827690.375000 Penalty: 3225.069336
	Iteration 64Q: 3 clusters Score -1827690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -1827695.625000 Penalty: 3225.069336
	Iteration 65Q: 3 clusters Score -1827696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1827700.125000 Penalty: 3225.069336
	Iteration 66Q: 3 clusters Score -1827700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -1827703.375000 Penalty: 3225.069336
	Iteration 67Q: 3 clusters Score -1827703 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -1827705.625000 Penalty: 3225.069336
	Iteration 68Q: 3 clusters Score -1827706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -1827710.875000 Penalty: 3225.069336
	Iteration 69Q: 3 clusters Score -1827711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1827714.250000 Penalty: 3225.069336
	Iteration 70Q: 3 clusters Score -1827714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1827726.875000 Penalty: 3225.069336
	Iteration 71Q: 3 clusters Score -1827727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -1827731.125000 Penalty: 3225.069336
	Iteration 72Q: 3 clusters Score -1827731 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -1827732.875000 Penalty: 3225.069336
	Iteration 73Q: 3 clusters Score -1827733 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -1827736.000000 Penalty: 3225.069336
	Iteration 74Q: 3 clusters Score -1827736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -1827737.750000 Penalty: 3225.069336
	Iteration 75Q: 3 clusters Score -1827738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -1827744.000000 Penalty: 3225.069336
	Iteration 76Q: 3 clusters Score -1827744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -1827747.125000 Penalty: 3225.069336
	Iteration 77Q: 3 clusters Score -1827747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1827743.250000 Penalty: 3225.069336
	Iteration 78Q: 3 clusters Score -1827743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -1827744.625000 Penalty: 3225.069336
	Iteration 79Q: 3 clusters Score -1827745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -1827744.875000 Penalty: 3225.069336
	Iteration 80F: 3 clusters Score -1827745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -1827744.000000 Penalty: 3225.069336
	Iteration 81Q: 3 clusters Score -1827744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1827748.000000 Penalty: 3225.069336
	Iteration 82Q: 3 clusters Score -1827748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -1827745.125000 Penalty: 3225.069336
	Iteration 83Q: 3 clusters Score -1827745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1827749.375000 Penalty: 3225.069336
	Iteration 84Q: 3 clusters Score -1827749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1827748.500000 Penalty: 3225.069336
	Iteration 85Q: 3 clusters Score -1827748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -1827748.375000 Penalty: 3225.069336
	Iteration 86Q: 3 clusters Score -1827748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -1827750.000000 Penalty: 3225.069336
	Iteration 87Q: 3 clusters Score -1827750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -1827750.125000 Penalty: 3225.069336
	Iteration 88Q: 3 clusters Score -1827750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1827749.250000 Penalty: 3225.069336
	Iteration 89Q: 3 clusters Score -1827749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1827752.625000 Penalty: 3225.069336
	Iteration 90Q: 3 clusters Score -1827753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -1827753.625000 Penalty: 3225.069336
	Iteration 91Q: 3 clusters Score -1827754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -1827756.500000 Penalty: 3225.069336
	Iteration 92Q: 3 clusters Score -1827756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1827762.750000 Penalty: 3225.069336
	Iteration 93Q: 3 clusters Score -1827763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1827764.875000 Penalty: 3225.069336
	Iteration 94Q: 3 clusters Score -1827765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -1827766.875000 Penalty: 3225.069336
	Iteration 95Q: 3 clusters Score -1827767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -1827767.250000 Penalty: 3225.069336
	Iteration 96Q: 3 clusters Score -1827767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -1827768.375000 Penalty: 3225.069336
	Iteration 97Q: 3 clusters Score -1827768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -1827767.000000 Penalty: 3225.069336
	Iteration 98Q: 3 clusters Score -1827767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1827765.875000 Penalty: 3225.069336
	Iteration 99Q: 3 clusters Score -1827766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1827771.875000 Penalty: 3225.069336
	Iteration 100F: 3 clusters Score -1827772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -1827772.875000 Penalty: 3225.069336
	Iteration 101Q: 3 clusters Score -1827773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1827772.875000 Penalty: 3225.069336
	Iteration 102Q: 3 clusters Score -1827773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -1827774.375000 Penalty: 3225.069336
	Iteration 103Q: 3 clusters Score -1827774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -1827774.250000 Penalty: 3225.069336
	Iteration 104Q: 3 clusters Score -1827774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1827777.500000 Penalty: 3225.069336
	Iteration 105Q: 3 clusters Score -1827778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1827777.500000 Penalty: 3225.069336
	Iteration 106Q: 3 clusters Score -1827778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1827779.000000 Penalty: 3225.069336
	Iteration 107Q: 3 clusters Score -1827779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1827783.875000 Penalty: 3225.069336
	Iteration 108Q: 3 clusters Score -1827784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -1827786.500000 Penalty: 3225.069336
	Iteration 109Q: 3 clusters Score -1827786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -1827790.750000 Penalty: 3225.069336
	Iteration 110Q: 3 clusters Score -1827791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -1827793.625000 Penalty: 3225.069336
	Iteration 111Q: 3 clusters Score -1827794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1827797.125000 Penalty: 3225.069336
	Iteration 112Q: 3 clusters Score -1827797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -1827799.000000 Penalty: 3225.069336
	Iteration 113Q: 3 clusters Score -1827799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -1827803.500000 Penalty: 3225.069336
	Iteration 114Q: 3 clusters Score -1827804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -1827803.500000 Penalty: 3225.069336
	Iteration 115Q: 3 clusters Score -1827804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -1827808.875000 Penalty: 3225.069336
	Iteration 116Q: 3 clusters Score -1827809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -1827817.000000 Penalty: 3225.069336
	Iteration 117Q: 3 clusters Score -1827817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1827821.375000 Penalty: 3225.069336
	Iteration 118Q: 3 clusters Score -1827821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1827821.750000 Penalty: 3225.069336
	Iteration 119Q: 3 clusters Score -1827822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -1827829.375000 Penalty: 3225.069336
	Iteration 120F: 3 clusters Score -1827829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1827834.625000 Penalty: 3225.069336
	Iteration 121Q: 3 clusters Score -1827835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -1827840.750000 Penalty: 3225.069336
	Iteration 122Q: 3 clusters Score -1827841 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1827852.375000 Penalty: 3225.069336
	Iteration 123Q: 3 clusters Score -1827852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -1827858.750000 Penalty: 3225.069336
	Iteration 124Q: 3 clusters Score -1827859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -1827864.125000 Penalty: 3225.069336
	Iteration 125Q: 3 clusters Score -1827864 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1827870.250000 Penalty: 3225.069336
	Iteration 126Q: 3 clusters Score -1827870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -1827885.500000 Penalty: 3225.069336
	Iteration 127Q: 3 clusters Score -1827886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1827897.125000 Penalty: 3225.069336
	Iteration 128Q: 3 clusters Score -1827897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -1827908.750000 Penalty: 3225.069336
	Iteration 129Q: 3 clusters Score -1827909 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1827925.000000 Penalty: 3225.069336
	Iteration 130Q: 3 clusters Score -1827925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -1827928.750000 Penalty: 3225.069336
	Iteration 131Q: 3 clusters Score -1827929 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1827947.500000 Penalty: 3225.069336
	Iteration 132Q: 3 clusters Score -1827948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -1827957.750000 Penalty: 3225.069336
	Iteration 133Q: 3 clusters Score -1827958 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -1827971.750000 Penalty: 3225.069336
	Iteration 134Q: 3 clusters Score -1827972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -1827982.625000 Penalty: 3225.069336
	Iteration 135Q: 3 clusters Score -1827983 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1827994.250000 Penalty: 3225.069336
	Iteration 136Q: 3 clusters Score -1827994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1828012.250000 Penalty: 3225.069336
	Iteration 137Q: 3 clusters Score -1828012 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -1828027.375000 Penalty: 3225.069336
	Iteration 138Q: 3 clusters Score -1828027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1828044.875000 Penalty: 3225.069336
	Iteration 139Q: 3 clusters Score -1828045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -1828050.125000 Penalty: 3225.069336
	Iteration 140F: 3 clusters Score -1828050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -1828056.000000 Penalty: 3225.069336
	Iteration 141Q: 3 clusters Score -1828056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -1828063.250000 Penalty: 3225.069336
	Iteration 142Q: 3 clusters Score -1828063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -1828069.375000 Penalty: 3225.069336
	Iteration 143Q: 3 clusters Score -1828069 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1828071.500000 Penalty: 3225.069336
	Iteration 144Q: 3 clusters Score -1828072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -1828079.625000 Penalty: 3225.069336
	Iteration 145Q: 3 clusters Score -1828080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1828080.625000 Penalty: 3225.069336
	Iteration 146Q: 3 clusters Score -1828081 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -1828090.125000 Penalty: 3225.069336
	Iteration 147Q: 3 clusters Score -1828090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1828092.375000 Penalty: 3225.069336
	Iteration 148Q: 3 clusters Score -1828092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -1828096.625000 Penalty: 3225.069336
	Iteration 149Q: 3 clusters Score -1828097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -1828098.500000 Penalty: 3225.069336
	Iteration 150Q: 3 clusters Score -1828098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1828098.500000 Penalty: 3225.069336
	Iteration 151Q: 3 clusters Score -1828098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -1828099.000000 Penalty: 3225.069336
	Iteration 152Q: 3 clusters Score -1828099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -1828100.750000 Penalty: 3225.069336
	Iteration 153Q: 3 clusters Score -1828101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1828101.125000 Penalty: 3225.069336
	Iteration 154Q: 3 clusters Score -1828101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -1828104.125000 Penalty: 3225.069336
	Iteration 155Q: 3 clusters Score -1828104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1828104.250000 Penalty: 3225.069336
	Iteration 156Q: 3 clusters Score -1828104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1828103.125000 Penalty: 3225.069336
	Iteration 157Q: 3 clusters Score -1828103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -1828104.000000 Penalty: 3225.069336
	Iteration 158Q: 3 clusters Score -1828104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -1828105.000000 Penalty: 3225.069336
	Iteration 159Q: 3 clusters Score -1828105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -1828103.000000 Penalty: 3225.069336
	Iteration 160F: 3 clusters Score -1828103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1828103.375000 Penalty: 3225.069336
	Iteration 161Q: 3 clusters Score -1828103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -1828104.250000 Penalty: 3225.069336
	Iteration 162Q: 3 clusters Score -1828104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1828103.625000 Penalty: 3225.069336
	Iteration 163Q: 3 clusters Score -1828104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -1828105.000000 Penalty: 3225.069336
	Iteration 164Q: 3 clusters Score -1828105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
Score: -1828104.500000 Penalty: 3225.069336
	Iteration 165Q: 3 clusters Score -1828104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -1828107.625000 Penalty: 3225.069336
	Iteration 166Q: 3 clusters Score -1828108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -1828108.250000 Penalty: 3225.069336
	Iteration 167Q: 3 clusters Score -1828108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -1828106.625000 Penalty: 3225.069336
	Iteration 168Q: 3 clusters Score -1828107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -1828108.000000 Penalty: 3225.069336
	Iteration 169Q: 3 clusters Score -1828108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1828108.000000 Penalty: 3225.069336
	Iteration 170Q: 3 clusters Score -1828108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -1828108.000000 Penalty: 3225.069336
	Iteration 171F: 3 clusters Score -1828108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Entering Unmasked Estep 
Score: -1136669.000000 Penalty: 1529.790771
	Iteration 0F: 2 clusters Score -1136669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1128048.625000 Penalty: 3059.581543
	Iteration 0F: 3 clusters Score -1128049 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1130931.125000 Penalty: 3059.581543
	Iteration 1F: 3 clusters Score -1130931 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1131185.625000 Penalty: 3059.581543
	Iteration 2F: 3 clusters Score -1131186 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1131432.125000 Penalty: 3059.581543
	Iteration 3Q: 3 clusters Score -1131432 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1131701.875000 Penalty: 3059.581543
	Iteration 4Q: 3 clusters Score -1131702 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1132018.500000 Penalty: 3059.581543
	Iteration 5Q: 3 clusters Score -1132018 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1132397.125000 Penalty: 3059.581543
	Iteration 6F: 3 clusters Score -1132397 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1132849.875000 Penalty: 3059.581543
	Iteration 7F: 3 clusters Score -1132850 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1133427.375000 Penalty: 3059.581543
	Iteration 8F: 3 clusters Score -1133427 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1133973.000000 Penalty: 3059.581543
	Iteration 9F: 3 clusters Score -1133973 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1134501.000000 Penalty: 3059.581543
	Iteration 10Q: 3 clusters Score -1134501 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1134914.000000 Penalty: 3059.581543
	Iteration 11Q: 3 clusters Score -1134914 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1135217.875000 Penalty: 3059.581543
	Iteration 12Q: 3 clusters Score -1135218 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1135420.500000 Penalty: 3059.581543
	Iteration 13Q: 3 clusters Score -1135420 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1135513.500000 Penalty: 3059.581543
	Iteration 14Q: 3 clusters Score -1135514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1135552.125000 Penalty: 3059.581543
	Iteration 15Q: 3 clusters Score -1135552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1135569.750000 Penalty: 3059.581543
	Iteration 16Q: 3 clusters Score -1135570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1135575.500000 Penalty: 3059.581543
	Iteration 17Q: 3 clusters Score -1135576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1135581.625000 Penalty: 3059.581543
	Iteration 18Q: 3 clusters Score -1135582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1135582.500000 Penalty: 3059.581543
	Iteration 19Q: 3 clusters Score -1135582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1135581.750000 Penalty: 3059.581543
	Iteration 20F: 3 clusters Score -1135582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1135582.000000 Penalty: 3059.581543
	Iteration 21Q: 3 clusters Score -1135582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1135581.875000 Penalty: 3059.581543
	Iteration 22Q: 3 clusters Score -1135582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1135582.375000 Penalty: 3059.581543
	Iteration 23Q: 3 clusters Score -1135582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1135583.750000 Penalty: 3059.581543
	Iteration 24Q: 3 clusters Score -1135584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -1135582.375000 Penalty: 3059.581543
	Iteration 25Q: 3 clusters Score -1135582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1135581.875000 Penalty: 3059.581543
	Iteration 26Q: 3 clusters Score -1135582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1135581.875000 Penalty: 3059.581543
	Iteration 27F: 3 clusters Score -1135582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12932 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8060 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33207 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20400 members 
Mstep: Class 26 contains 12260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 359Q: 27 clusters Score -2.481766e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12928 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8064 members 
Mstep: Class 9 contains 5848 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33206 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20401 members 
Mstep: Class 26 contains 12267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817638.000000 Penalty: 53018.050781
Iteration 360F: 27 clusters Score -2.481764e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12926 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 8069 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6670 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20401 members 
Mstep: Class 26 contains 12272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817620.000000 Penalty: 53018.050781
Iteration 361Q: 27 clusters Score -2.481762e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 67258 members 
Mstep: Class 3 contains 12924 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18307 members 
Mstep: Class 8 contains 8070 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3501 members 
Mstep: Class 15 contains 28889 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20398 members 
Mstep: Class 26 contains 12277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817608.000000 Penalty: 53018.050781
Iteration 362Q: 27 clusters Score -2.481761e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12922 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18308 members 
Mstep: Class 8 contains 8073 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20393 members 
Mstep: Class 26 contains 12285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817604.000000 Penalty: 53018.050781
Iteration 363Q: 27 clusters Score -2.48176e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 67259 members 
Mstep: Class 3 contains 12921 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8075 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20393 members 
Mstep: Class 26 contains 12289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817596.000000 Penalty: 53018.050781
Iteration 364Q: 27 clusters Score -2.48176e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 67257 members 
Mstep: Class 3 contains 12919 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2602 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8076 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20393 members 
Mstep: Class 26 contains 12296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817618.000000 Penalty: 53018.050781
Iteration 365Q: 27 clusters Score -2.481762e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 67255 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2601 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18309 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20391 members 
Mstep: Class 26 contains 12305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817612.000000 Penalty: 53018.050781
Iteration 366Q: 27 clusters Score -2.481761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 67256 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18310 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 11608 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2445 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20391 members 
Mstep: Class 26 contains 12309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817632.000000 Penalty: 53018.050781
Iteration 367Q: 27 clusters Score -2.481763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 67255 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18311 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3503 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2444 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20390 members 
Mstep: Class 26 contains 12311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817652.000000 Penalty: 53018.050781
Iteration 368Q: 27 clusters Score -2.481765e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 67255 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 8077 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20388 members 
Mstep: Class 26 contains 12316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817642.000000 Penalty: 53018.050781
Iteration 369Q: 27 clusters Score -2.481764e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 67254 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20386 members 
Mstep: Class 26 contains 12327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817634.000000 Penalty: 53018.050781
Iteration 370Q: 27 clusters Score -2.481763e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18314 members 
Mstep: Class 8 contains 8078 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28890 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20385 members 
Mstep: Class 26 contains 12340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817648.000000 Penalty: 53018.050781
Iteration 371Q: 27 clusters Score -2.481765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18315 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33205 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3504 members 
Mstep: Class 15 contains 28888 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20387 members 
Mstep: Class 26 contains 12348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817636.000000 Penalty: 53018.050781
Iteration 372Q: 27 clusters Score -2.481764e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3505 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20389 members 
Mstep: Class 26 contains 12357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817658.000000 Penalty: 53018.050781
Iteration 373Q: 27 clusters Score -2.481766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20386 members 
Mstep: Class 26 contains 12365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 374Q: 27 clusters Score -2.481766e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 67252 members 
Mstep: Class 3 contains 12912 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8079 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20383 members 
Mstep: Class 26 contains 12374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817694.000000 Penalty: 53018.050781
Iteration 375Q: 27 clusters Score -2.481769e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 5847 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817690.000000 Penalty: 53018.050781
Iteration 376Q: 27 clusters Score -2.481769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8082 members 
Mstep: Class 9 contains 5846 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3508 members 
Mstep: Class 15 contains 28886 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20377 members 
Mstep: Class 26 contains 12391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817694.000000 Penalty: 53018.050781
Iteration 377Q: 27 clusters Score -2.481769e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12913 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33204 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3509 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2083 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20377 members 
Mstep: Class 26 contains 12397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817700.000000 Penalty: 53018.050781
Iteration 378Q: 27 clusters Score -2.48177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 67248 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18316 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3509 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817698.000000 Penalty: 53018.050781
Iteration 379Q: 27 clusters Score -2.48177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12914 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18317 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3509 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817698.000000 Penalty: 53018.050781
Iteration 380F: 27 clusters Score -2.48177e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12911 members 
Mstep: Class 4 contains 4761 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18318 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3510 members 
Mstep: Class 15 contains 28885 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817700.000000 Penalty: 53018.050781
Iteration 381Q: 27 clusters Score -2.48177e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12909 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18321 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5743 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20377 members 
Mstep: Class 26 contains 12421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817706.000000 Penalty: 53018.050781
Iteration 382Q: 27 clusters Score -2.481771e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 67253 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18323 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3513 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20376 members 
Mstep: Class 26 contains 12426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817718.000000 Penalty: 53018.050781
Iteration 383Q: 27 clusters Score -2.481772e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 67251 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3514 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1333 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20374 members 
Mstep: Class 26 contains 12431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817678.000000 Penalty: 53018.050781
Iteration 384Q: 27 clusters Score -2.481768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12907 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8084 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817686.000000 Penalty: 53018.050781
Iteration 385Q: 27 clusters Score -2.481769e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 67248 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 386Q: 27 clusters Score -2.481768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12905 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3517 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817682.000000 Penalty: 53018.050781
Iteration 387Q: 27 clusters Score -2.481768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12904 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3518 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817680.000000 Penalty: 53018.050781
Iteration 388Q: 27 clusters Score -2.481768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3520 members 
Mstep: Class 15 contains 28883 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20372 members 
Mstep: Class 26 contains 12450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817682.000000 Penalty: 53018.050781
Iteration 389Q: 27 clusters Score -2.481768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817688.000000 Penalty: 53018.050781
Iteration 390Q: 27 clusters Score -2.481769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 391Q: 27 clusters Score -2.481768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11607 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20373 members 
Mstep: Class 26 contains 12453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817678.000000 Penalty: 53018.050781
Iteration 392Q: 27 clusters Score -2.481768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817662.000000 Penalty: 53018.050781
Iteration 393Q: 27 clusters Score -2.481766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817654.000000 Penalty: 53018.050781
Iteration 394Q: 27 clusters Score -2.481765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12902 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817652.000000 Penalty: 53018.050781
Iteration 395Q: 27 clusters Score -2.481765e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 4766 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28884 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817654.000000 Penalty: 53018.050781
Iteration 396Q: 27 clusters Score -2.481765e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 67248 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2085 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20382 members 
Mstep: Class 26 contains 12469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817654.000000 Penalty: 53018.050781
Iteration 397Q: 27 clusters Score -2.481765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 67246 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817670.000000 Penalty: 53018.050781
Iteration 398Q: 27 clusters Score -2.481767e+07 nChanged 8
Entering ConstructFrom: 
Score: -24817670.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (12862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Entering Unmasked Estep 
Score: -1205722.625000 Penalty: 1537.580200
	Iteration 0F: 2 clusters Score -1205723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1196751.625000 Penalty: 3075.160400
	Iteration 0F: 3 clusters Score -1196752 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1199753.750000 Penalty: 3075.160400
	Iteration 1F: 3 clusters Score -1199754 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1200054.875000 Penalty: 3075.160400
	Iteration 2F: 3 clusters Score -1200055 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1200305.250000 Penalty: 3075.160400
	Iteration 3Q: 3 clusters Score -1200305 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1200494.375000 Penalty: 3075.160400
	Iteration 4Q: 3 clusters Score -1200494 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1200677.750000 Penalty: 3075.160400
	Iteration 5Q: 3 clusters Score -1200678 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1200880.625000 Penalty: 3075.160400
	Iteration 6Q: 3 clusters Score -1200881 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1201122.125000 Penalty: 3075.160400
	Iteration 7Q: 3 clusters Score -1201122 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1201380.875000 Penalty: 3075.160400
	Iteration 8Q: 3 clusters Score -1201381 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1201679.500000 Penalty: 3075.160400
	Iteration 9Q: 3 clusters Score -1201680 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1202002.625000 Penalty: 3075.160400
	Iteration 10Q: 3 clusters Score -1202003 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1202361.250000 Penalty: 3075.160400
	Iteration 11Q: 3 clusters Score -1202361 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1202750.125000 Penalty: 3075.160400
	Iteration 12Q: 3 clusters Score -1202750 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1203068.375000 Penalty: 3075.160400
	Iteration 13Q: 3 clusters Score -1203068 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1203343.375000 Penalty: 3075.160400
	Iteration 14Q: 3 clusters Score -1203343 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1203552.000000 Penalty: 3075.160400
	Iteration 15Q: 3 clusters Score -1203552 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1203703.875000 Penalty: 3075.160400
	Iteration 16Q: 3 clusters Score -1203704 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1203813.375000 Penalty: 3075.160400
	Iteration 17Q: 3 clusters Score -1203813 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1203900.000000 Penalty: 3075.160400
	Iteration 18Q: 3 clusters Score -1203900 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1203964.250000 Penalty: 3075.160400
	Iteration 19Q: 3 clusters Score -1203964 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1204016.375000 Penalty: 3075.160400
	Iteration 20F: 3 clusters Score -1204016 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1204054.000000 Penalty: 3075.160400
	Iteration 21Q: 3 clusters Score -1204054 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1204086.000000 Penalty: 3075.160400
	Iteration 22Q: 3 clusters Score -1204086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1204117.500000 Penalty: 3075.160400
	Iteration 23Q: 3 clusters Score -1204118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1204152.125000 Penalty: 3075.160400
	Iteration 24Q: 3 clusters Score -1204152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1204179.875000 Penalty: 3075.160400
	Iteration 25Q: 3 clusters Score -1204180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1204204.375000 Penalty: 3075.160400
	Iteration 26Q: 3 clusters Score -1204204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1204228.250000 Penalty: 3075.160400
	Iteration 27Q: 3 clusters Score -1204228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1204247.375000 Penalty: 3075.160400
	Iteration 28Q: 3 clusters Score -1204247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1204271.125000 Penalty: 3075.160400
	Iteration 29Q: 3 clusters Score -1204271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1204291.750000 Penalty: 3075.160400
	Iteration 30Q: 3 clusters Score -1204292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1204311.625000 Penalty: 3075.160400
	Iteration 31Q: 3 clusters Score -1204312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1204331.875000 Penalty: 3075.160400
	Iteration 32Q: 3 clusters Score -1204332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1204349.500000 Penalty: 3075.160400
	Iteration 33Q: 3 clusters Score -1204350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1204368.375000 Penalty: 3075.160400
	Iteration 34Q: 3 clusters Score -1204368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1204379.625000 Penalty: 3075.160400
	Iteration 35Q: 3 clusters Score -1204380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1204391.625000 Penalty: 3075.160400
	Iteration 36Q: 3 clusters Score -1204392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1204396.625000 Penalty: 3075.160400
	Iteration 37Q: 3 clusters Score -1204397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1204400.500000 Penalty: 3075.160400
	Iteration 38Q: 3 clusters Score -1204400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1204401.500000 Penalty: 3075.160400
	Iteration 39Q: 3 clusters Score -1204402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1204402.125000 Penalty: 3075.160400
	Iteration 40F: 3 clusters Score -1204402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1204403.000000 Penalty: 3075.160400
	Iteration 41Q: 3 clusters Score -1204403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1204402.125000 Penalty: 3075.160400
	Iteration 42Q: 3 clusters Score -1204402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1204403.750000 Penalty: 3075.160400
	Iteration 43Q: 3 clusters Score -1204404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1204404.250000 Penalty: 3075.160400
	Iteration 44Q: 3 clusters Score -1204404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1204405.000000 Penalty: 3075.160400
	Iteration 45Q: 3 clusters Score -1204405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1204412.000000 Penalty: 3075.160400
	Iteration 46Q: 3 clusters Score -1204412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1204427.625000 Penalty: 3075.160400
	Iteration 47Q: 3 clusters Score -1204428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1204429.500000 Penalty: 3075.160400
	Iteration 48Q: 3 clusters Score -1204430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1204433.250000 Penalty: 3075.160400
	Iteration 49Q: 3 clusters Score -1204433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1204436.000000 Penalty: 3075.160400
	Iteration 50Q: 3 clusters Score -1204436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1204434.250000 Penalty: 3075.160400
	Iteration 51Q: 3 clusters Score -1204434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1204437.125000 Penalty: 3075.160400
	Iteration 52Q: 3 clusters Score -1204437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1204438.875000 Penalty: 3075.160400
	Iteration 53Q: 3 clusters Score -1204439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1204438.875000 Penalty: 3075.160400
	Iteration 54F: 3 clusters Score -1204439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67245 members 
Entering Unmasked Estep 
Score: -6240482.000000 Penalty: 1806.365967
	Iteration 0F: 2 clusters Score -6240482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -6195771.500000 Penalty: 3612.731934
	Iteration 0F: 3 clusters Score -6195772 nChanged 31774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -6214254.500000 Penalty: 3612.731934
	Iteration 1F: 3 clusters Score -6214254 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31726 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -6215021.000000 Penalty: 3612.731934
	Iteration 2Q: 3 clusters Score -6215021 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -6216021.500000 Penalty: 3612.731934
	Iteration 3Q: 3 clusters Score -6216022 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -6217424.000000 Penalty: 3612.731934
	Iteration 4Q: 3 clusters Score -6217424 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -6219380.500000 Penalty: 3612.731934
	Iteration 5F: 3 clusters Score -6219380 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -6222027.500000 Penalty: 3612.731934
	Iteration 6F: 3 clusters Score -6222028 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6224946.500000 Penalty: 3612.731934
	Iteration 7F: 3 clusters Score -6224946 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6227381.500000 Penalty: 3612.731934
	Iteration 8F: 3 clusters Score -6227382 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -6229061.500000 Penalty: 3612.731934
	Iteration 9Q: 3 clusters Score -6229062 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6229979.000000 Penalty: 3612.731934
	Iteration 10Q: 3 clusters Score -6229979 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6230660.000000 Penalty: 3612.731934
	Iteration 11Q: 3 clusters Score -6230660 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 53265 members 
Entering Unmasked Estep 
Score: -6231263.000000 Penalty: 3612.731934
	Iteration 12Q: 3 clusters Score -6231263 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -6231875.000000 Penalty: 3612.731934
	Iteration 13Q: 3 clusters Score -6231875 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -6232549.000000 Penalty: 3612.731934
	Iteration 14Q: 3 clusters Score -6232549 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 57757 members 
Entering Unmasked Estep 
Score: -6233257.500000 Penalty: 3612.731934
	Iteration 15Q: 3 clusters Score -6233258 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -6233937.000000 Penalty: 3612.731934
	Iteration 16Q: 3 clusters Score -6233937 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 60441 members 
Entering Unmasked Estep 
Score: -6234667.000000 Penalty: 3612.731934
	Iteration 17Q: 3 clusters Score -6234667 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 61625 members 
Entering Unmasked Estep 
Score: -6235340.500000 Penalty: 3612.731934
	Iteration 18Q: 3 clusters Score -6235340 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -6236062.000000 Penalty: 3612.731934
	Iteration 19Q: 3 clusters Score -6236062 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -6236757.000000 Penalty: 3612.731934
	Iteration 20F: 3 clusters Score -6236757 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 64563 members 
Entering Unmasked Estep 
Score: -6237386.500000 Penalty: 3612.731934
	Iteration 21Q: 3 clusters Score -6237386 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 65234 members 
Entering Unmasked Estep 
Score: -6237892.000000 Penalty: 3612.731934
	Iteration 22Q: 3 clusters Score -6237892 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 65723 members 
Entering Unmasked Estep 
Score: -6238266.000000 Penalty: 3612.731934
	Iteration 23Q: 3 clusters Score -6238266 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -6238536.500000 Penalty: 3612.731934
	Iteration 24Q: 3 clusters Score -6238536 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66235 members 
Entering Unmasked Estep 
Score: -6238733.000000 Penalty: 3612.731934
	Iteration 25Q: 3 clusters Score -6238733 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 66356 members 
Entering Unmasked Estep 
Score: -6238843.000000 Penalty: 3612.731934
	Iteration 26Q: 3 clusters Score -6238843 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 66436 members 
Entering Unmasked Estep 
Score: -6238916.000000 Penalty: 3612.731934
	Iteration 27Q: 3 clusters Score -6238916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 66490 members 
Entering Unmasked Estep 
Score: -6238959.000000 Penalty: 3612.731934
	Iteration 28Q: 3 clusters Score -6238959 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 66524 members 
Entering Unmasked Estep 
Score: -6239020.500000 Penalty: 3612.731934
	Iteration 29Q: 3 clusters Score -6239020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 66546 members 
Entering Unmasked Estep 
Score: -6239052.500000 Penalty: 3612.731934
	Iteration 30Q: 3 clusters Score -6239052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 66567 members 
Entering Unmasked Estep 
Score: -6239084.500000 Penalty: 3612.731934
	Iteration 31Q: 3 clusters Score -6239084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 66578 members 
Entering Unmasked Estep 
Score: -6239098.500000 Penalty: 3612.731934
	Iteration 32Q: 3 clusters Score -6239098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 66585 members 
Entering Unmasked Estep 
Score: -6239104.500000 Penalty: 3612.731934
	Iteration 33Q: 3 clusters Score -6239104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 66592 members 
Entering Unmasked Estep 
Score: -6239114.500000 Penalty: 3612.731934
	Iteration 34Q: 3 clusters Score -6239114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 66598 members 
Entering Unmasked Estep 
Score: -6239120.000000 Penalty: 3612.731934
	Iteration 35Q: 3 clusters Score -6239120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 66602 members 
Entering Unmasked Estep 
Score: -6239124.000000 Penalty: 3612.731934
	Iteration 36Q: 3 clusters Score -6239124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -6239118.500000 Penalty: 3612.731934
	Iteration 37Q: 3 clusters Score -6239118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 66608 members 
Entering Unmasked Estep 
Score: -6239121.500000 Penalty: 3612.731934
	Iteration 38Q: 3 clusters Score -6239122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 66612 members 
Entering Unmasked Estep 
Score: -6239114.000000 Penalty: 3612.731934
	Iteration 39Q: 3 clusters Score -6239114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -6239122.500000 Penalty: 3612.731934
	Iteration 40F: 3 clusters Score -6239122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -6239132.500000 Penalty: 3612.731934
	Iteration 41Q: 3 clusters Score -6239132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 66616 members 
Entering Unmasked Estep 
Score: -6239135.000000 Penalty: 3612.731934
	Iteration 42Q: 3 clusters Score -6239135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -6239135.500000 Penalty: 3612.731934
	Iteration 43Q: 3 clusters Score -6239136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 66618 members 
Entering Unmasked Estep 
Score: -6239135.500000 Penalty: 3612.731934
	Iteration 44F: 3 clusters Score -6239136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Entering Unmasked Estep 
Score: -1178850.500000 Penalty: 1538.072266
	Iteration 0F: 2 clusters Score -1178850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1169792.125000 Penalty: 3076.144531
	Iteration 0F: 3 clusters Score -1169792 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1172826.250000 Penalty: 3076.144531
	Iteration 1F: 3 clusters Score -1172826 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1173256.000000 Penalty: 3076.144531
	Iteration 2F: 3 clusters Score -1173256 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1173660.500000 Penalty: 3076.144531
	Iteration 3F: 3 clusters Score -1173660 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1174035.125000 Penalty: 3076.144531
	Iteration 4F: 3 clusters Score -1174035 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1174438.375000 Penalty: 3076.144531
	Iteration 5F: 3 clusters Score -1174438 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1174833.125000 Penalty: 3076.144531
	Iteration 6Q: 3 clusters Score -1174833 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1175250.375000 Penalty: 3076.144531
	Iteration 7Q: 3 clusters Score -1175250 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1175694.625000 Penalty: 3076.144531
	Iteration 8Q: 3 clusters Score -1175695 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1176089.750000 Penalty: 3076.144531
	Iteration 9Q: 3 clusters Score -1176090 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1176368.875000 Penalty: 3076.144531
	Iteration 10Q: 3 clusters Score -1176369 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1176582.875000 Penalty: 3076.144531
	Iteration 11Q: 3 clusters Score -1176583 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1176765.750000 Penalty: 3076.144531
	Iteration 12Q: 3 clusters Score -1176766 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1176889.375000 Penalty: 3076.144531
	Iteration 13Q: 3 clusters Score -1176889 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1176998.750000 Penalty: 3076.144531
	Iteration 14Q: 3 clusters Score -1176999 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1177095.375000 Penalty: 3076.144531
	Iteration 15Q: 3 clusters Score -1177095 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1177164.000000 Penalty: 3076.144531
	Iteration 16Q: 3 clusters Score -1177164 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1177218.625000 Penalty: 3076.144531
	Iteration 17Q: 3 clusters Score -1177219 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1177278.625000 Penalty: 3076.144531
	Iteration 18Q: 3 clusters Score -1177279 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1177318.750000 Penalty: 3076.144531
	Iteration 19Q: 3 clusters Score -1177319 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1177354.625000 Penalty: 3076.144531
	Iteration 20F: 3 clusters Score -1177355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1177387.000000 Penalty: 3076.144531
	Iteration 21Q: 3 clusters Score -1177387 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1177424.375000 Penalty: 3076.144531
	Iteration 22Q: 3 clusters Score -1177424 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1177459.125000 Penalty: 3076.144531
	Iteration 23Q: 3 clusters Score -1177459 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1177492.125000 Penalty: 3076.144531
	Iteration 24Q: 3 clusters Score -1177492 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1177527.000000 Penalty: 3076.144531
	Iteration 25Q: 3 clusters Score -1177527 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1177557.375000 Penalty: 3076.144531
	Iteration 26Q: 3 clusters Score -1177557 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1177593.000000 Penalty: 3076.144531
	Iteration 27Q: 3 clusters Score -1177593 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1177632.750000 Penalty: 3076.144531
	Iteration 28Q: 3 clusters Score -1177633 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1177668.250000 Penalty: 3076.144531
	Iteration 29Q: 3 clusters Score -1177668 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1177696.875000 Penalty: 3076.144531
	Iteration 30Q: 3 clusters Score -1177697 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1177731.750000 Penalty: 3076.144531
	Iteration 31Q: 3 clusters Score -1177732 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1177757.750000 Penalty: 3076.144531
	Iteration 32Q: 3 clusters Score -1177758 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1177781.125000 Penalty: 3076.144531
	Iteration 33Q: 3 clusters Score -1177781 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1177801.500000 Penalty: 3076.144531
	Iteration 34Q: 3 clusters Score -1177802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1177816.875000 Penalty: 3076.144531
	Iteration 35Q: 3 clusters Score -1177817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1177841.750000 Penalty: 3076.144531
	Iteration 36Q: 3 clusters Score -1177842 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1177857.250000 Penalty: 3076.144531
	Iteration 37Q: 3 clusters Score -1177857 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1177864.750000 Penalty: 3076.144531
	Iteration 38Q: 3 clusters Score -1177865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1177874.500000 Penalty: 3076.144531
	Iteration 39Q: 3 clusters Score -1177874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1177886.000000 Penalty: 3076.144531
	Iteration 40F: 3 clusters Score -1177886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1177896.125000 Penalty: 3076.144531
	Iteration 41Q: 3 clusters Score -1177896 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1177899.125000 Penalty: 3076.144531
	Iteration 42Q: 3 clusters Score -1177899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1177908.625000 Penalty: 3076.144531
	Iteration 43Q: 3 clusters Score -1177909 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1177914.500000 Penalty: 3076.144531
	Iteration 44Q: 3 clusters Score -1177914 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1177928.375000 Penalty: 3076.144531
	Iteration 45Q: 3 clusters Score -1177928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1177935.500000 Penalty: 3076.144531
	Iteration 46Q: 3 clusters Score -1177936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1177941.375000 Penalty: 3076.144531
	Iteration 47Q: 3 clusters Score -1177941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1177949.875000 Penalty: 3076.144531
	Iteration 48Q: 3 clusters Score -1177950 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1177957.750000 Penalty: 3076.144531
	Iteration 49Q: 3 clusters Score -1177958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1177961.375000 Penalty: 3076.144531
	Iteration 50Q: 3 clusters Score -1177961 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1177967.750000 Penalty: 3076.144531
	Iteration 51Q: 3 clusters Score -1177968 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1177973.625000 Penalty: 3076.144531
	Iteration 52Q: 3 clusters Score -1177974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1177983.375000 Penalty: 3076.144531
	Iteration 53Q: 3 clusters Score -1177983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1177988.625000 Penalty: 3076.144531
	Iteration 54Q: 3 clusters Score -1177989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1177996.250000 Penalty: 3076.144531
	Iteration 55Q: 3 clusters Score -1177996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1177995.625000 Penalty: 3076.144531
	Iteration 56Q: 3 clusters Score -1177996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1178001.500000 Penalty: 3076.144531
	Iteration 57Q: 3 clusters Score -1178002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1178000.500000 Penalty: 3076.144531
	Iteration 58Q: 3 clusters Score -1178000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1178006.875000 Penalty: 3076.144531
	Iteration 59Q: 3 clusters Score -1178007 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1178007.000000 Penalty: 3076.144531
	Iteration 60F: 3 clusters Score -1178007 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1178009.750000 Penalty: 3076.144531
	Iteration 61Q: 3 clusters Score -1178010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1178013.750000 Penalty: 3076.144531
	Iteration 62Q: 3 clusters Score -1178014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1178017.000000 Penalty: 3076.144531
	Iteration 63Q: 3 clusters Score -1178017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1178019.750000 Penalty: 3076.144531
	Iteration 64Q: 3 clusters Score -1178020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1178022.375000 Penalty: 3076.144531
	Iteration 65Q: 3 clusters Score -1178022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1178023.125000 Penalty: 3076.144531
	Iteration 66Q: 3 clusters Score -1178023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1178027.750000 Penalty: 3076.144531
	Iteration 67Q: 3 clusters Score -1178028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1178027.500000 Penalty: 3076.144531
	Iteration 68Q: 3 clusters Score -1178028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1178031.625000 Penalty: 3076.144531
	Iteration 69Q: 3 clusters Score -1178032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1178028.875000 Penalty: 3076.144531
	Iteration 70Q: 3 clusters Score -1178029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1178032.875000 Penalty: 3076.144531
	Iteration 71Q: 3 clusters Score -1178033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1178031.625000 Penalty: 3076.144531
	Iteration 72Q: 3 clusters Score -1178032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1178036.875000 Penalty: 3076.144531
	Iteration 73Q: 3 clusters Score -1178037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1178036.625000 Penalty: 3076.144531
	Iteration 74Q: 3 clusters Score -1178037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1178038.375000 Penalty: 3076.144531
	Iteration 75Q: 3 clusters Score -1178038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1178040.750000 Penalty: 3076.144531
	Iteration 76Q: 3 clusters Score -1178041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1178041.250000 Penalty: 3076.144531
	Iteration 77Q: 3 clusters Score -1178041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1178040.000000 Penalty: 3076.144531
	Iteration 78Q: 3 clusters Score -1178040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1178043.250000 Penalty: 3076.144531
	Iteration 79Q: 3 clusters Score -1178043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1178045.000000 Penalty: 3076.144531
	Iteration 80F: 3 clusters Score -1178045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1178044.250000 Penalty: 3076.144531
	Iteration 81Q: 3 clusters Score -1178044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1178044.250000 Penalty: 3076.144531
	Iteration 82Q: 3 clusters Score -1178044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1178045.375000 Penalty: 3076.144531
	Iteration 83Q: 3 clusters Score -1178045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1178043.500000 Penalty: 3076.144531
	Iteration 84Q: 3 clusters Score -1178044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1178045.875000 Penalty: 3076.144531
	Iteration 85Q: 3 clusters Score -1178046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1178047.250000 Penalty: 3076.144531
	Iteration 86Q: 3 clusters Score -1178047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1178050.250000 Penalty: 3076.144531
	Iteration 87Q: 3 clusters Score -1178050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1178048.750000 Penalty: 3076.144531
	Iteration 88Q: 3 clusters Score -1178049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1178048.125000 Penalty: 3076.144531
	Iteration 89Q: 3 clusters Score -1178048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1178049.375000 Penalty: 3076.144531
	Iteration 90Q: 3 clusters Score -1178049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1178049.000000 Penalty: 3076.144531
	Iteration 91Q: 3 clusters Score -1178049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1178048.750000 Penalty: 3076.144531
	Iteration 92Q: 3 clusters Score -1178049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1178048.125000 Penalty: 3076.144531
	Iteration 93Q: 3 clusters Score -1178048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1178047.625000 Penalty: 3076.144531
	Iteration 94Q: 3 clusters Score -1178048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1178048.125000 Penalty: 3076.144531
	Iteration 95Q: 3 clusters Score -1178048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1178048.000000 Penalty: 3076.144531
	Iteration 96Q: 3 clusters Score -1178048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1178048.000000 Penalty: 3076.144531
	Iteration 97F: 3 clusters Score -1178048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Entering Unmasked Estep 
Score: -384894.531250 Penalty: 1376.289307
	Iteration 0F: 2 clusters Score -384894.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -381078.343750 Penalty: 2752.578613
	Iteration 0F: 3 clusters Score -381078.3 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -382252.000000 Penalty: 2752.578613
	Iteration 1F: 3 clusters Score -382252 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -382610.875000 Penalty: 2752.578613
	Iteration 2F: 3 clusters Score -382610.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -382963.343750 Penalty: 2752.578613
	Iteration 3F: 3 clusters Score -382963.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -383331.593750 Penalty: 2752.578613
	Iteration 4F: 3 clusters Score -383331.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -383637.750000 Penalty: 2752.578613
	Iteration 5F: 3 clusters Score -383637.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -383870.812500 Penalty: 2752.578613
	Iteration 6F: 3 clusters Score -383870.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -384055.500000 Penalty: 2752.578613
	Iteration 7Q: 3 clusters Score -384055.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -384199.500000 Penalty: 2752.578613
	Iteration 8Q: 3 clusters Score -384199.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -384314.750000 Penalty: 2752.578613
	Iteration 9Q: 3 clusters Score -384314.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -384413.843750 Penalty: 2752.578613
	Iteration 10Q: 3 clusters Score -384413.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -384510.125000 Penalty: 2752.578613
	Iteration 11Q: 3 clusters Score -384510.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -384589.156250 Penalty: 2752.578613
	Iteration 12Q: 3 clusters Score -384589.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -384648.250000 Penalty: 2752.578613
	Iteration 13Q: 3 clusters Score -384648.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -384699.125000 Penalty: 2752.578613
	Iteration 14Q: 3 clusters Score -384699.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -384733.906250 Penalty: 2752.578613
	Iteration 15Q: 3 clusters Score -384733.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -384761.000000 Penalty: 2752.578613
	Iteration 16Q: 3 clusters Score -384761 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -384791.531250 Penalty: 2752.578613
	Iteration 17Q: 3 clusters Score -384791.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -384821.406250 Penalty: 2752.578613
	Iteration 18Q: 3 clusters Score -384821.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -384841.250000 Penalty: 2752.578613
	Iteration 19Q: 3 clusters Score -384841.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -384861.343750 Penalty: 2752.578613
	Iteration 20F: 3 clusters Score -384861.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -384877.437500 Penalty: 2752.578613
	Iteration 21Q: 3 clusters Score -384877.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -384885.187500 Penalty: 2752.578613
	Iteration 22Q: 3 clusters Score -384885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -384898.093750 Penalty: 2752.578613
	Iteration 23Q: 3 clusters Score -384898.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -384912.281250 Penalty: 2752.578613
	Iteration 24Q: 3 clusters Score -384912.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -384925.156250 Penalty: 2752.578613
	Iteration 25Q: 3 clusters Score -384925.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -384936.125000 Penalty: 2752.578613
	Iteration 26Q: 3 clusters Score -384936.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -384940.593750 Penalty: 2752.578613
	Iteration 27Q: 3 clusters Score -384940.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -384948.250000 Penalty: 2752.578613
	Iteration 28Q: 3 clusters Score -384948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -384951.531250 Penalty: 2752.578613
	Iteration 29Q: 3 clusters Score -384951.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -384956.000000 Penalty: 2752.578613
	Iteration 30Q: 3 clusters Score -384956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -384959.468750 Penalty: 2752.578613
	Iteration 31Q: 3 clusters Score -384959.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -384962.937500 Penalty: 2752.578613
	Iteration 32Q: 3 clusters Score -384962.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -384964.468750 Penalty: 2752.578613
	Iteration 33Q: 3 clusters Score -384964.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -384965.250000 Penalty: 2752.578613
	Iteration 34Q: 3 clusters Score -384965.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -384965.218750 Penalty: 2752.578613
	Iteration 35Q: 3 clusters Score -384965.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -384966.500000 Penalty: 2752.578613
	Iteration 36Q: 3 clusters Score -384966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -384966.375000 Penalty: 2752.578613
	Iteration 37Q: 3 clusters Score -384966.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -384967.093750 Penalty: 2752.578613
	Iteration 38Q: 3 clusters Score -384967.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -384967.531250 Penalty: 2752.578613
	Iteration 39Q: 3 clusters Score -384967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -384966.937500 Penalty: 2752.578613
	Iteration 40F: 3 clusters Score -384966.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -384967.375000 Penalty: 2752.578613
	Iteration 41Q: 3 clusters Score -384967.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -384967.625000 Penalty: 2752.578613
	Iteration 42Q: 3 clusters Score -384967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -384967.625000 Penalty: 2752.578613
	Iteration 43F: 3 clusters Score -384967.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 67245 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 3844 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12479 members 
Mstep: Class 27 contains 923 members 
Entering Unmasked Estep 
Score: -24817102.000000 Penalty: 55057.207031
Splitting cluster 4 changes total score from -24817670.000000 to -24817102.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -234615.218750 Penalty: 1277.780884
	Iteration 0F: 2 clusters Score -234615.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -232152.437500 Penalty: 2555.561768
	Iteration 0F: 3 clusters Score -232152.4 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -232710.656250 Penalty: 2555.561768
	Iteration 1F: 3 clusters Score -232710.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -232839.703125 Penalty: 2555.561768
	Iteration 2F: 3 clusters Score -232839.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -232938.375000 Penalty: 2555.561768
	Iteration 3F: 3 clusters Score -232938.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -233015.265625 Penalty: 2555.561768
	Iteration 4Q: 3 clusters Score -233015.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -233092.687500 Penalty: 2555.561768
	Iteration 5Q: 3 clusters Score -233092.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -233164.484375 Penalty: 2555.561768
	Iteration 6Q: 3 clusters Score -233164.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -233238.703125 Penalty: 2555.561768
	Iteration 7Q: 3 clusters Score -233238.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -233307.609375 Penalty: 2555.561768
	Iteration 8Q: 3 clusters Score -233307.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -233362.375000 Penalty: 2555.561768
	Iteration 9Q: 3 clusters Score -233362.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -233411.000000 Penalty: 2555.561768
	Iteration 10Q: 3 clusters Score -233411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -233454.828125 Penalty: 2555.561768
	Iteration 11Q: 3 clusters Score -233454.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -233484.062500 Penalty: 2555.561768
	Iteration 12Q: 3 clusters Score -233484.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -233508.484375 Penalty: 2555.561768
	Iteration 13Q: 3 clusters Score -233508.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -233530.031250 Penalty: 2555.561768
	Iteration 14Q: 3 clusters Score -233530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -233554.109375 Penalty: 2555.561768
	Iteration 15Q: 3 clusters Score -233554.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -233572.953125 Penalty: 2555.561768
	Iteration 16Q: 3 clusters Score -233573 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -233583.000000 Penalty: 2555.561768
	Iteration 17Q: 3 clusters Score -233583 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -233593.171875 Penalty: 2555.561768
	Iteration 18Q: 3 clusters Score -233593.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -233601.203125 Penalty: 2555.561768
	Iteration 19Q: 3 clusters Score -233601.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -233607.531250 Penalty: 2555.561768
	Iteration 20F: 3 clusters Score -233607.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -233612.250000 Penalty: 2555.561768
	Iteration 21Q: 3 clusters Score -233612.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -233619.843750 Penalty: 2555.561768
	Iteration 22Q: 3 clusters Score -233619.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -233628.765625 Penalty: 2555.561768
	Iteration 23Q: 3 clusters Score -233628.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -233640.171875 Penalty: 2555.561768
	Iteration 24Q: 3 clusters Score -233640.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -233647.421875 Penalty: 2555.561768
	Iteration 25Q: 3 clusters Score -233647.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -233651.890625 Penalty: 2555.561768
	Iteration 26Q: 3 clusters Score -233651.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -233655.546875 Penalty: 2555.561768
	Iteration 27Q: 3 clusters Score -233655.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -233658.734375 Penalty: 2555.561768
	Iteration 28Q: 3 clusters Score -233658.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -233661.375000 Penalty: 2555.561768
	Iteration 29Q: 3 clusters Score -233661.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -233662.515625 Penalty: 2555.561768
	Iteration 30Q: 3 clusters Score -233662.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -233662.515625 Penalty: 2555.561768
	Iteration 31F: 3 clusters Score -233662.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -118714.695312 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -118714.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116989.789062 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -116989.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -117320.898438 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -117320.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -117424.015625 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -117424 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117488.750000 Penalty: 2358.296631
	Iteration 3F: 3 clusters Score -117488.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117531.125000 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -117531.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -117568.164062 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -117568.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -117592.000000 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -117592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -117610.867188 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -117610.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -117622.304688 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -117622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -117627.992188 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -117628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -117635.710938 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -117635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -117640.304688 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -117640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -117643.234375 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -117643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117644.492188 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -117644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -117645.437500 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -117645.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -117648.101562 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -117648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -117652.257812 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -117652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -117656.593750 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -117656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -117660.945312 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -117660.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -117667.531250 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -117667.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -117673.484375 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -117673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -117677.757812 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -117677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -117681.757812 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -117681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -117684.257812 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -117684.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -117685.054688 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -117685.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -117686.257812 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -117686.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -117687.882812 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -117687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -117690.039062 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -117690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -117692.312500 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -117692.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -117695.421875 Penalty: 2358.296631
	Iteration 29Q: 3 clusters Score -117695.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117697.023438 Penalty: 2358.296631
	Iteration 30Q: 3 clusters Score -117697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -117697.023438 Penalty: 2358.296631
	Iteration 31F: 3 clusters Score -117697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Entering Unmasked Estep 
Score: -1659497.875000 Penalty: 1595.103516
	Iteration 0F: 2 clusters Score -1659498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1646860.875000 Penalty: 3190.207031
	Iteration 0F: 3 clusters Score -1646861 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1651467.125000 Penalty: 3190.207031
	Iteration 1F: 3 clusters Score -1651467 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1651750.000000 Penalty: 3190.207031
	Iteration 2Q: 3 clusters Score -1651750 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1652018.625000 Penalty: 3190.207031
	Iteration 3Q: 3 clusters Score -1652019 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1652275.250000 Penalty: 3190.207031
	Iteration 4Q: 3 clusters Score -1652275 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1652557.125000 Penalty: 3190.207031
	Iteration 5Q: 3 clusters Score -1652557 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1652876.750000 Penalty: 3190.207031
	Iteration 6Q: 3 clusters Score -1652877 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1653277.625000 Penalty: 3190.207031
	Iteration 7Q: 3 clusters Score -1653278 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1653769.250000 Penalty: 3190.207031
	Iteration 8Q: 3 clusters Score -1653769 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1654333.625000 Penalty: 3190.207031
	Iteration 9F: 3 clusters Score -1654334 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1654926.500000 Penalty: 3190.207031
	Iteration 10F: 3 clusters Score -1654926 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1655596.500000 Penalty: 3190.207031
	Iteration 11Q: 3 clusters Score -1655596 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1656264.625000 Penalty: 3190.207031
	Iteration 12Q: 3 clusters Score -1656265 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1656878.625000 Penalty: 3190.207031
	Iteration 13Q: 3 clusters Score -1656879 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1657321.125000 Penalty: 3190.207031
	Iteration 14Q: 3 clusters Score -1657321 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1657583.375000 Penalty: 3190.207031
	Iteration 15Q: 3 clusters Score -1657583 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1657762.875000 Penalty: 3190.207031
	Iteration 16Q: 3 clusters Score -1657763 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1657862.125000 Penalty: 3190.207031
	Iteration 17Q: 3 clusters Score -1657862 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1657942.375000 Penalty: 3190.207031
	Iteration 18Q: 3 clusters Score -1657942 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1658017.375000 Penalty: 3190.207031
	Iteration 19Q: 3 clusters Score -1658017 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1658064.875000 Penalty: 3190.207031
	Iteration 20F: 3 clusters Score -1658065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1658102.250000 Penalty: 3190.207031
	Iteration 21Q: 3 clusters Score -1658102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1658131.000000 Penalty: 3190.207031
	Iteration 22Q: 3 clusters Score -1658131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1658145.500000 Penalty: 3190.207031
	Iteration 23Q: 3 clusters Score -1658146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1658159.375000 Penalty: 3190.207031
	Iteration 24Q: 3 clusters Score -1658159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1658176.000000 Penalty: 3190.207031
	Iteration 25Q: 3 clusters Score -1658176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1658209.000000 Penalty: 3190.207031
	Iteration 26Q: 3 clusters Score -1658209 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1658225.750000 Penalty: 3190.207031
	Iteration 27Q: 3 clusters Score -1658226 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1658244.000000 Penalty: 3190.207031
	Iteration 28Q: 3 clusters Score -1658244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1658253.000000 Penalty: 3190.207031
	Iteration 29Q: 3 clusters Score -1658253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1658256.125000 Penalty: 3190.207031
	Iteration 30Q: 3 clusters Score -1658256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1658262.375000 Penalty: 3190.207031
	Iteration 31Q: 3 clusters Score -1658262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1658269.125000 Penalty: 3190.207031
	Iteration 32Q: 3 clusters Score -1658269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1658277.500000 Penalty: 3190.207031
	Iteration 33Q: 3 clusters Score -1658278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1658284.375000 Penalty: 3190.207031
	Iteration 34Q: 3 clusters Score -1658284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1658287.250000 Penalty: 3190.207031
	Iteration 35Q: 3 clusters Score -1658287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1658287.875000 Penalty: 3190.207031
	Iteration 36Q: 3 clusters Score -1658288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1658287.625000 Penalty: 3190.207031
	Iteration 37Q: 3 clusters Score -1658288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1658292.500000 Penalty: 3190.207031
	Iteration 38Q: 3 clusters Score -1658292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1658290.875000 Penalty: 3190.207031
	Iteration 39Q: 3 clusters Score -1658291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1658294.375000 Penalty: 3190.207031
	Iteration 40F: 3 clusters Score -1658294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1658294.375000 Penalty: 3190.207031
	Iteration 41Q: 3 clusters Score -1658294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1658293.375000 Penalty: 3190.207031
	Iteration 42Q: 3 clusters Score -1658293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1658293.375000 Penalty: 3190.207031
	Iteration 43F: 3 clusters Score -1658293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Entering Unmasked Estep 
Score: -717303.625000 Penalty: 1462.136841
	Iteration 0F: 2 clusters Score -717303.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -711401.500000 Penalty: 2924.273682
	Iteration 0F: 3 clusters Score -711401.5 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -713199.937500 Penalty: 2924.273682
	Iteration 1F: 3 clusters Score -713199.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -713436.812500 Penalty: 2924.273682
	Iteration 2F: 3 clusters Score -713436.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -713672.062500 Penalty: 2924.273682
	Iteration 3F: 3 clusters Score -713672.1 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -713946.000000 Penalty: 2924.273682
	Iteration 4F: 3 clusters Score -713946 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -714193.250000 Penalty: 2924.273682
	Iteration 5Q: 3 clusters Score -714193.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -714464.250000 Penalty: 2924.273682
	Iteration 6F: 3 clusters Score -714464.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -714721.187500 Penalty: 2924.273682
	Iteration 7Q: 3 clusters Score -714721.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -715011.500000 Penalty: 2924.273682
	Iteration 8F: 3 clusters Score -715011.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -715295.812500 Penalty: 2924.273682
	Iteration 9Q: 3 clusters Score -715295.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -715539.312500 Penalty: 2924.273682
	Iteration 10Q: 3 clusters Score -715539.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -715715.687500 Penalty: 2924.273682
	Iteration 11Q: 3 clusters Score -715715.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -715817.750000 Penalty: 2924.273682
	Iteration 12Q: 3 clusters Score -715817.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -715886.375000 Penalty: 2924.273682
	Iteration 13Q: 3 clusters Score -715886.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -715936.250000 Penalty: 2924.273682
	Iteration 14Q: 3 clusters Score -715936.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -715978.812500 Penalty: 2924.273682
	Iteration 15Q: 3 clusters Score -715978.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -716009.500000 Penalty: 2924.273682
	Iteration 16Q: 3 clusters Score -716009.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -716034.687500 Penalty: 2924.273682
	Iteration 17Q: 3 clusters Score -716034.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -716059.000000 Penalty: 2924.273682
	Iteration 18Q: 3 clusters Score -716059 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -716082.125000 Penalty: 2924.273682
	Iteration 19Q: 3 clusters Score -716082.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -716102.375000 Penalty: 2924.273682
	Iteration 20F: 3 clusters Score -716102.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -716127.562500 Penalty: 2924.273682
	Iteration 21Q: 3 clusters Score -716127.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -716162.687500 Penalty: 2924.273682
	Iteration 22Q: 3 clusters Score -716162.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -716212.062500 Penalty: 2924.273682
	Iteration 23Q: 3 clusters Score -716212.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -716283.250000 Penalty: 2924.273682
	Iteration 24Q: 3 clusters Score -716283.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -716353.500000 Penalty: 2924.273682
	Iteration 25Q: 3 clusters Score -716353.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -716419.125000 Penalty: 2924.273682
	Iteration 26Q: 3 clusters Score -716419.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -716466.437500 Penalty: 2924.273682
	Iteration 27Q: 3 clusters Score -716466.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -716496.625000 Penalty: 2924.273682
	Iteration 28Q: 3 clusters Score -716496.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -716517.312500 Penalty: 2924.273682
	Iteration 29Q: 3 clusters Score -716517.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -716529.875000 Penalty: 2924.273682
	Iteration 30Q: 3 clusters Score -716529.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -716536.187500 Penalty: 2924.273682
	Iteration 31Q: 3 clusters Score -716536.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -716540.562500 Penalty: 2924.273682
	Iteration 32Q: 3 clusters Score -716540.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -716542.500000 Penalty: 2924.273682
	Iteration 33Q: 3 clusters Score -716542.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -716549.875000 Penalty: 2924.273682
	Iteration 34Q: 3 clusters Score -716549.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -716554.500000 Penalty: 2924.273682
	Iteration 35Q: 3 clusters Score -716554.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -716560.000000 Penalty: 2924.273682
	Iteration 36Q: 3 clusters Score -716560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -716565.250000 Penalty: 2924.273682
	Iteration 37Q: 3 clusters Score -716565.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -716568.625000 Penalty: 2924.273682
	Iteration 38Q: 3 clusters Score -716568.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -716576.500000 Penalty: 2924.273682
	Iteration 39Q: 3 clusters Score -716576.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -716579.062500 Penalty: 2924.273682
	Iteration 40F: 3 clusters Score -716579.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -716584.375000 Penalty: 2924.273682
	Iteration 41Q: 3 clusters Score -716584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -716592.437500 Penalty: 2924.273682
	Iteration 42Q: 3 clusters Score -716592.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -716599.437500 Penalty: 2924.273682
	Iteration 43Q: 3 clusters Score -716599.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -716604.437500 Penalty: 2924.273682
	Iteration 44Q: 3 clusters Score -716604.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -716607.250000 Penalty: 2924.273682
	Iteration 45Q: 3 clusters Score -716607.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -716611.625000 Penalty: 2924.273682
	Iteration 46Q: 3 clusters Score -716611.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -716616.250000 Penalty: 2924.273682
	Iteration 47Q: 3 clusters Score -716616.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -716618.437500 Penalty: 2924.273682
	Iteration 48Q: 3 clusters Score -716618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -716617.500000 Penalty: 2924.273682
	Iteration 49Q: 3 clusters Score -716617.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -716619.625000 Penalty: 2924.273682
	Iteration 50Q: 3 clusters Score -716619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -716619.812500 Penalty: 2924.273682
	Iteration 51Q: 3 clusters Score -716619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -716620.125000 Penalty: 2924.273682
	Iteration 52Q: 3 clusters Score -716620.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -716621.625000 Penalty: 2924.273682
	Iteration 53Q: 3 clusters Score -716621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -716621.625000 Penalty: 2924.273682
	Iteration 54Q: 3 clusters Score -716621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -716620.625000 Penalty: 2924.273682
	Iteration 55Q: 3 clusters Score -716620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -716619.500000 Penalty: 2924.273682
	Iteration 56Q: 3 clusters Score -716619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -716619.500000 Penalty: 2924.273682
	Iteration 57F: 3 clusters Score -716619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Entering Unmasked Estep 
Score: -517529.062500 Penalty: 1409.390259
	Iteration 0F: 2 clusters Score -517529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -512983.718750 Penalty: 2818.780518
	Iteration 0F: 3 clusters Score -512983.7 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -514321.656250 Penalty: 2818.780518
	Iteration 1F: 3 clusters Score -514321.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -514555.593750 Penalty: 2818.780518
	Iteration 2F: 3 clusters Score -514555.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -514776.375000 Penalty: 2818.780518
	Iteration 3F: 3 clusters Score -514776.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -514990.625000 Penalty: 2818.780518
	Iteration 4F: 3 clusters Score -514990.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -515209.937500 Penalty: 2818.780518
	Iteration 5F: 3 clusters Score -515209.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -515440.281250 Penalty: 2818.780518
	Iteration 6F: 3 clusters Score -515440.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -515637.531250 Penalty: 2818.780518
	Iteration 7Q: 3 clusters Score -515637.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -515864.906250 Penalty: 2818.780518
	Iteration 8Q: 3 clusters Score -515864.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -516138.812500 Penalty: 2818.780518
	Iteration 9Q: 3 clusters Score -516138.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -516375.875000 Penalty: 2818.780518
	Iteration 10Q: 3 clusters Score -516375.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -516607.750000 Penalty: 2818.780518
	Iteration 11Q: 3 clusters Score -516607.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -516737.125000 Penalty: 2818.780518
	Iteration 12Q: 3 clusters Score -516737.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -516804.687500 Penalty: 2818.780518
	Iteration 13Q: 3 clusters Score -516804.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -516851.156250 Penalty: 2818.780518
	Iteration 14Q: 3 clusters Score -516851.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -516883.656250 Penalty: 2818.780518
	Iteration 15Q: 3 clusters Score -516883.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -516900.187500 Penalty: 2818.780518
	Iteration 16Q: 3 clusters Score -516900.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -516909.281250 Penalty: 2818.780518
	Iteration 17Q: 3 clusters Score -516909.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -516913.062500 Penalty: 2818.780518
	Iteration 18Q: 3 clusters Score -516913.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -516917.343750 Penalty: 2818.780518
	Iteration 19Q: 3 clusters Score -516917.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -516921.781250 Penalty: 2818.780518
	Iteration 20F: 3 clusters Score -516921.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -516923.625000 Penalty: 2818.780518
	Iteration 21Q: 3 clusters Score -516923.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -516925.281250 Penalty: 2818.780518
	Iteration 22Q: 3 clusters Score -516925.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -516926.125000 Penalty: 2818.780518
	Iteration 23Q: 3 clusters Score -516926.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -516928.375000 Penalty: 2818.780518
	Iteration 24Q: 3 clusters Score -516928.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -516929.187500 Penalty: 2818.780518
	Iteration 25Q: 3 clusters Score -516929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -516928.687500 Penalty: 2818.780518
	Iteration 26Q: 3 clusters Score -516928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -516928.406250 Penalty: 2818.780518
	Iteration 27Q: 3 clusters Score -516928.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -516929.625000 Penalty: 2818.780518
	Iteration 28Q: 3 clusters Score -516929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -516930.375000 Penalty: 2818.780518
	Iteration 29Q: 3 clusters Score -516930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -516930.375000 Penalty: 2818.780518
	Iteration 30F: 3 clusters Score -516930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -322598.437500 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -322598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -319538.125000 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -319538.1 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -320368.375000 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -320368.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -320597.781250 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -320597.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -320767.875000 Penalty: 2657.966309
	Iteration 3F: 3 clusters Score -320767.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -320897.312500 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -320897.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -321024.781250 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -321024.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -321132.062500 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -321132.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -321249.156250 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -321249.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -321348.156250 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -321348.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -321450.218750 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -321450.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -321540.218750 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -321540.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -321623.750000 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -321623.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -321704.406250 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -321704.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -321808.843750 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -321808.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -321942.812500 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -321942.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -322077.875000 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -322077.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -322187.312500 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -322187.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -322255.125000 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -322255.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -322272.781250 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -322272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -322279.812500 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -322279.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -322282.781250 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -322282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -322286.000000 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -322286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -322288.000000 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -322288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -322290.406250 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -322290.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -322290.500000 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -322290.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -322291.031250 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -322291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -322292.125000 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -322292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -322292.281250 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -322292.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322292.718750 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -322292.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -322292.718750 Penalty: 2657.966309
	Iteration 29F: 3 clusters Score -322292.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -430687.781250 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -430687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -426909.062500 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -426909.1 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -427930.812500 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -427930.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -428076.656250 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -428076.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -428170.000000 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -428170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -428228.093750 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -428228.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -428274.156250 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -428274.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -428326.718750 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -428326.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -428376.437500 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -428376.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -428422.156250 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -428422.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -428473.531250 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -428473.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -428522.875000 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -428522.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -428573.250000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -428573.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -428611.062500 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -428611.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -428646.875000 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -428646.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -428683.593750 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -428683.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -428730.187500 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -428730.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -428785.812500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -428785.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -428861.500000 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -428861.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -428949.687500 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -428949.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -429029.500000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -429029.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -429097.562500 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -429097.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -429158.468750 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -429158.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -429220.781250 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -429220.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -429280.281250 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -429280.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -429335.843750 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -429335.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -429372.281250 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -429372.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -429405.625000 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -429405.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -429441.812500 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -429441.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -429477.250000 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -429477.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -429494.156250 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -429494.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -429511.875000 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -429511.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -429521.437500 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -429521.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -429524.031250 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -429524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -429525.906250 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -429525.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -429528.812500 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -429528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -429528.812500 Penalty: 2745.200439
	Iteration 35F: 3 clusters Score -429528.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Entering Unmasked Estep 
Score: -2982084.500000 Penalty: 1691.689331
	Iteration 0F: 2 clusters Score -2982084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2959758.500000 Penalty: 3383.378662
	Iteration 0F: 3 clusters Score -2959758 nChanged 15327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2968422.250000 Penalty: 3383.378662
	Iteration 1F: 3 clusters Score -2968422 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2968932.250000 Penalty: 3383.378662
	Iteration 2Q: 3 clusters Score -2968932 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2969613.000000 Penalty: 3383.378662
	Iteration 3Q: 3 clusters Score -2969613 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -2970575.250000 Penalty: 3383.378662
	Iteration 4F: 3 clusters Score -2970575 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -2971951.250000 Penalty: 3383.378662
	Iteration 5F: 3 clusters Score -2971951 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2973924.000000 Penalty: 3383.378662
	Iteration 6F: 3 clusters Score -2973924 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2976268.500000 Penalty: 3383.378662
	Iteration 7F: 3 clusters Score -2976268 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -2978212.250000 Penalty: 3383.378662
	Iteration 8F: 3 clusters Score -2978212 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -2979463.500000 Penalty: 3383.378662
	Iteration 9Q: 3 clusters Score -2979464 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -2980062.500000 Penalty: 3383.378662
	Iteration 10Q: 3 clusters Score -2980062 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -2980339.750000 Penalty: 3383.378662
	Iteration 11Q: 3 clusters Score -2980340 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -2980465.500000 Penalty: 3383.378662
	Iteration 12Q: 3 clusters Score -2980466 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -2980539.250000 Penalty: 3383.378662
	Iteration 13Q: 3 clusters Score -2980539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -2980592.500000 Penalty: 3383.378662
	Iteration 14Q: 3 clusters Score -2980592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -2980621.500000 Penalty: 3383.378662
	Iteration 15Q: 3 clusters Score -2980622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -2980634.000000 Penalty: 3383.378662
	Iteration 16Q: 3 clusters Score -2980634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -2980651.500000 Penalty: 3383.378662
	Iteration 17Q: 3 clusters Score -2980652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -2980663.500000 Penalty: 3383.378662
	Iteration 18Q: 3 clusters Score -2980664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -2980677.000000 Penalty: 3383.378662
	Iteration 19Q: 3 clusters Score -2980677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -2980687.000000 Penalty: 3383.378662
	Iteration 20F: 3 clusters Score -2980687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -2980690.750000 Penalty: 3383.378662
	Iteration 21Q: 3 clusters Score -2980691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -2980696.250000 Penalty: 3383.378662
	Iteration 22Q: 3 clusters Score -2980696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -2980698.250000 Penalty: 3383.378662
	Iteration 23Q: 3 clusters Score -2980698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -2980697.750000 Penalty: 3383.378662
	Iteration 24Q: 3 clusters Score -2980698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -2980697.750000 Penalty: 3383.378662
	Iteration 25F: 3 clusters Score -2980698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -512256.375000 Penalty: 1406.529053
	Iteration 0F: 2 clusters Score -512256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -507860.812500 Penalty: 2813.058105
	Iteration 0F: 3 clusters Score -507860.8 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -509228.125000 Penalty: 2813.058105
	Iteration 1F: 3 clusters Score -509228.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -509595.406250 Penalty: 2813.058105
	Iteration 2F: 3 clusters Score -509595.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -509916.093750 Penalty: 2813.058105
	Iteration 3F: 3 clusters Score -509916.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -510180.093750 Penalty: 2813.058105
	Iteration 4F: 3 clusters Score -510180.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -510407.250000 Penalty: 2813.058105
	Iteration 5F: 3 clusters Score -510407.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -510571.625000 Penalty: 2813.058105
	Iteration 6Q: 3 clusters Score -510571.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -510701.937500 Penalty: 2813.058105
	Iteration 7Q: 3 clusters Score -510701.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -510789.593750 Penalty: 2813.058105
	Iteration 8Q: 3 clusters Score -510789.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -510851.531250 Penalty: 2813.058105
	Iteration 9Q: 3 clusters Score -510851.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -510903.843750 Penalty: 2813.058105
	Iteration 10Q: 3 clusters Score -510903.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -510958.312500 Penalty: 2813.058105
	Iteration 11Q: 3 clusters Score -510958.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -511013.843750 Penalty: 2813.058105
	Iteration 12Q: 3 clusters Score -511013.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -511066.593750 Penalty: 2813.058105
	Iteration 13Q: 3 clusters Score -511066.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -511119.968750 Penalty: 2813.058105
	Iteration 14Q: 3 clusters Score -511120 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -511170.531250 Penalty: 2813.058105
	Iteration 15Q: 3 clusters Score -511170.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -511218.343750 Penalty: 2813.058105
	Iteration 16Q: 3 clusters Score -511218.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -511270.593750 Penalty: 2813.058105
	Iteration 17Q: 3 clusters Score -511270.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -511314.687500 Penalty: 2813.058105
	Iteration 18Q: 3 clusters Score -511314.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -511343.875000 Penalty: 2813.058105
	Iteration 19Q: 3 clusters Score -511343.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -511368.750000 Penalty: 2813.058105
	Iteration 20F: 3 clusters Score -511368.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -511389.062500 Penalty: 2813.058105
	Iteration 21Q: 3 clusters Score -511389.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -511399.937500 Penalty: 2813.058105
	Iteration 22Q: 3 clusters Score -511399.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -511409.125000 Penalty: 2813.058105
	Iteration 23Q: 3 clusters Score -511409.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -511414.718750 Penalty: 2813.058105
	Iteration 24Q: 3 clusters Score -511414.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -511421.062500 Penalty: 2813.058105
	Iteration 25Q: 3 clusters Score -511421.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -511424.687500 Penalty: 2813.058105
	Iteration 26Q: 3 clusters Score -511424.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -511427.593750 Penalty: 2813.058105
	Iteration 27Q: 3 clusters Score -511427.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -511433.156250 Penalty: 2813.058105
	Iteration 28Q: 3 clusters Score -511433.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -511438.750000 Penalty: 2813.058105
	Iteration 29Q: 3 clusters Score -511438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -511443.031250 Penalty: 2813.058105
	Iteration 30Q: 3 clusters Score -511443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -511447.656250 Penalty: 2813.058105
	Iteration 31Q: 3 clusters Score -511447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -511450.593750 Penalty: 2813.058105
	Iteration 32Q: 3 clusters Score -511450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -511451.500000 Penalty: 2813.058105
	Iteration 33Q: 3 clusters Score -511451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -511451.281250 Penalty: 2813.058105
	Iteration 34Q: 3 clusters Score -511451.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -511451.156250 Penalty: 2813.058105
	Iteration 35Q: 3 clusters Score -511451.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -511451.750000 Penalty: 2813.058105
	Iteration 36Q: 3 clusters Score -511451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -511452.125000 Penalty: 2813.058105
	Iteration 37Q: 3 clusters Score -511452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -511452.343750 Penalty: 2813.058105
	Iteration 38Q: 3 clusters Score -511452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -511454.062500 Penalty: 2813.058105
	Iteration 39Q: 3 clusters Score -511454.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -511456.281250 Penalty: 2813.058105
	Iteration 40F: 3 clusters Score -511456.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -511456.187500 Penalty: 2813.058105
	Iteration 41Q: 3 clusters Score -511456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -511456.500000 Penalty: 2813.058105
	Iteration 42Q: 3 clusters Score -511456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -511456.500000 Penalty: 2813.058105
	Iteration 43F: 3 clusters Score -511456.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -311854.906250 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -311854.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -308813.000000 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -308813 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -309574.687500 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -309574.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -309745.031250 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -309745 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -309879.906250 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -309879.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -309982.187500 Penalty: 2654.204834
	Iteration 4Q: 3 clusters Score -309982.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -310058.843750 Penalty: 2654.204834
	Iteration 5Q: 3 clusters Score -310058.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -310104.875000 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -310104.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -310144.062500 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -310144.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -310183.906250 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -310183.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -310223.812500 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -310223.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -310266.500000 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -310266.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -310298.750000 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -310298.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -310320.375000 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -310320.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -310344.687500 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -310344.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -310364.625000 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -310364.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -310384.281250 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -310384.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -310398.406250 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -310398.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -310411.937500 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -310411.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -310422.562500 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -310422.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -310434.343750 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -310434.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -310443.687500 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -310443.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -310453.906250 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -310453.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -310464.937500 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -310464.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -310473.125000 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -310473.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -310480.781250 Penalty: 2654.204834
	Iteration 24Q: 3 clusters Score -310480.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -310490.375000 Penalty: 2654.204834
	Iteration 25Q: 3 clusters Score -310490.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310497.500000 Penalty: 2654.204834
	Iteration 26Q: 3 clusters Score -310497.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -310510.250000 Penalty: 2654.204834
	Iteration 27Q: 3 clusters Score -310510.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310527.375000 Penalty: 2654.204834
	Iteration 28Q: 3 clusters Score -310527.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310544.000000 Penalty: 2654.204834
	Iteration 29Q: 3 clusters Score -310544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310559.218750 Penalty: 2654.204834
	Iteration 30Q: 3 clusters Score -310559.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -310571.750000 Penalty: 2654.204834
	Iteration 31Q: 3 clusters Score -310571.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -310580.406250 Penalty: 2654.204834
	Iteration 32Q: 3 clusters Score -310580.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -310591.218750 Penalty: 2654.204834
	Iteration 33Q: 3 clusters Score -310591.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -310599.843750 Penalty: 2654.204834
	Iteration 34Q: 3 clusters Score -310599.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -310612.062500 Penalty: 2654.204834
	Iteration 35Q: 3 clusters Score -310612.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -310630.343750 Penalty: 2654.204834
	Iteration 36Q: 3 clusters Score -310630.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -310648.656250 Penalty: 2654.204834
	Iteration 37Q: 3 clusters Score -310648.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -310662.156250 Penalty: 2654.204834
	Iteration 38Q: 3 clusters Score -310662.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -310679.062500 Penalty: 2654.204834
	Iteration 39Q: 3 clusters Score -310679.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -310694.656250 Penalty: 2654.204834
	Iteration 40F: 3 clusters Score -310694.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -310705.218750 Penalty: 2654.204834
	Iteration 41Q: 3 clusters Score -310705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -310717.093750 Penalty: 2654.204834
	Iteration 42Q: 3 clusters Score -310717.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -310729.218750 Penalty: 2654.204834
	Iteration 43Q: 3 clusters Score -310729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -310743.218750 Penalty: 2654.204834
	Iteration 44Q: 3 clusters Score -310743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -310754.468750 Penalty: 2654.204834
	Iteration 45Q: 3 clusters Score -310754.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -310764.125000 Penalty: 2654.204834
	Iteration 46Q: 3 clusters Score -310764.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -310770.968750 Penalty: 2654.204834
	Iteration 47Q: 3 clusters Score -310771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -310775.312500 Penalty: 2654.204834
	Iteration 48Q: 3 clusters Score -310775.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -310777.406250 Penalty: 2654.204834
	Iteration 49Q: 3 clusters Score -310777.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -310779.437500 Penalty: 2654.204834
	Iteration 50Q: 3 clusters Score -310779.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -310779.625000 Penalty: 2654.204834
	Iteration 51Q: 3 clusters Score -310779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -310780.968750 Penalty: 2654.204834
	Iteration 52Q: 3 clusters Score -310781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -310781.593750 Penalty: 2654.204834
	Iteration 53Q: 3 clusters Score -310781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -310781.593750 Penalty: 2654.204834
	Iteration 54F: 3 clusters Score -310781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Entering Unmasked Estep 
Score: -2690277.750000 Penalty: 1669.033325
	Iteration 0F: 2 clusters Score -2690278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2670723.750000 Penalty: 3338.066650
	Iteration 0F: 3 clusters Score -2670724 nChanged 13346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -2678178.750000 Penalty: 3338.066650
	Iteration 1F: 3 clusters Score -2678179 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2678847.750000 Penalty: 3338.066650
	Iteration 2F: 3 clusters Score -2678848 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -2679780.000000 Penalty: 3338.066650
	Iteration 3F: 3 clusters Score -2679780 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2681060.500000 Penalty: 3338.066650
	Iteration 4F: 3 clusters Score -2681060 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2682646.000000 Penalty: 3338.066650
	Iteration 5F: 3 clusters Score -2682646 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2684348.250000 Penalty: 3338.066650
	Iteration 6F: 3 clusters Score -2684348 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2685839.750000 Penalty: 3338.066650
	Iteration 7F: 3 clusters Score -2685840 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -2687018.500000 Penalty: 3338.066650
	Iteration 8Q: 3 clusters Score -2687018 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -2687881.750000 Penalty: 3338.066650
	Iteration 9Q: 3 clusters Score -2687882 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -2688424.000000 Penalty: 3338.066650
	Iteration 10Q: 3 clusters Score -2688424 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -2688733.750000 Penalty: 3338.066650
	Iteration 11Q: 3 clusters Score -2688734 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -2688959.500000 Penalty: 3338.066650
	Iteration 12Q: 3 clusters Score -2688960 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -2689100.000000 Penalty: 3338.066650
	Iteration 13Q: 3 clusters Score -2689100 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -2689177.750000 Penalty: 3338.066650
	Iteration 14Q: 3 clusters Score -2689178 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -2689239.000000 Penalty: 3338.066650
	Iteration 15Q: 3 clusters Score -2689239 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -2689272.750000 Penalty: 3338.066650
	Iteration 16Q: 3 clusters Score -2689273 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -2689311.500000 Penalty: 3338.066650
	Iteration 17Q: 3 clusters Score -2689312 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -2689334.750000 Penalty: 3338.066650
	Iteration 18Q: 3 clusters Score -2689335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2689348.250000 Penalty: 3338.066650
	Iteration 19Q: 3 clusters Score -2689348 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2689366.000000 Penalty: 3338.066650
	Iteration 20F: 3 clusters Score -2689366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2689374.750000 Penalty: 3338.066650
	Iteration 21Q: 3 clusters Score -2689375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -2689382.000000 Penalty: 3338.066650
	Iteration 22Q: 3 clusters Score -2689382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -2689390.500000 Penalty: 3338.066650
	Iteration 23Q: 3 clusters Score -2689390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -2689402.000000 Penalty: 3338.066650
	Iteration 24Q: 3 clusters Score -2689402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -2689409.250000 Penalty: 3338.066650
	Iteration 25Q: 3 clusters Score -2689409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -2689411.000000 Penalty: 3338.066650
	Iteration 26Q: 3 clusters Score -2689411 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -2689411.750000 Penalty: 3338.066650
	Iteration 27Q: 3 clusters Score -2689412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -2689410.500000 Penalty: 3338.066650
	Iteration 28Q: 3 clusters Score -2689410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -2689411.000000 Penalty: 3338.066650
	Iteration 29Q: 3 clusters Score -2689411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -2689411.500000 Penalty: 3338.066650
	Iteration 30Q: 3 clusters Score -2689412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2689413.000000 Penalty: 3338.066650
	Iteration 31Q: 3 clusters Score -2689413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -2689413.000000 Penalty: 3338.066650
	Iteration 32F: 3 clusters Score -2689413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -120494.523438 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -120494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -118731.570312 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -118731.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -119154.687500 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -119154.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -119285.156250 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -119285.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119367.796875 Penalty: 2389.959717
	Iteration 3F: 3 clusters Score -119367.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -119440.250000 Penalty: 2389.959717
	Iteration 4Q: 3 clusters Score -119440.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119499.171875 Penalty: 2389.959717
	Iteration 5Q: 3 clusters Score -119499.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119551.375000 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -119551.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119592.882812 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -119592.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119655.054688 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -119655.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119695.406250 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -119695.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119724.679688 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -119724.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119740.085938 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -119740.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -119754.015625 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -119754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -119770.054688 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -119770.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -119784.734375 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -119784.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -119791.609375 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -119791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -119799.570312 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -119799.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -119808.203125 Penalty: 2389.959717
	Iteration 17Q: 3 clusters Score -119808.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119819.507812 Penalty: 2389.959717
	Iteration 18Q: 3 clusters Score -119819.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119835.695312 Penalty: 2389.959717
	Iteration 19Q: 3 clusters Score -119835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -119843.492188 Penalty: 2389.959717
	Iteration 20F: 3 clusters Score -119843.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -119849.640625 Penalty: 2389.959717
	Iteration 21Q: 3 clusters Score -119849.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -119856.140625 Penalty: 2389.959717
	Iteration 22Q: 3 clusters Score -119856.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -119858.914062 Penalty: 2389.959717
	Iteration 23Q: 3 clusters Score -119858.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -119862.343750 Penalty: 2389.959717
	Iteration 24Q: 3 clusters Score -119862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -119866.171875 Penalty: 2389.959717
	Iteration 25Q: 3 clusters Score -119866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -119868.835938 Penalty: 2389.959717
	Iteration 26Q: 3 clusters Score -119868.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -119870.039062 Penalty: 2389.959717
	Iteration 27Q: 3 clusters Score -119870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -119870.304688 Penalty: 2389.959717
	Iteration 28Q: 3 clusters Score -119870.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -119870.882812 Penalty: 2389.959717
	Iteration 29Q: 3 clusters Score -119870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119871.921875 Penalty: 2389.959717
	Iteration 30Q: 3 clusters Score -119871.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -119874.281250 Penalty: 2389.959717
	Iteration 31Q: 3 clusters Score -119874.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -119876.421875 Penalty: 2389.959717
	Iteration 32Q: 3 clusters Score -119876.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -119878.062500 Penalty: 2389.959717
	Iteration 33Q: 3 clusters Score -119878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -119878.062500 Penalty: 2389.959717
	Iteration 34F: 3 clusters Score -119878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -183822.062500 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -183822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -181655.625000 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -181655.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -182127.468750 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -182127.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -182243.203125 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -182243.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -182300.359375 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -182300.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -182328.265625 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -182328.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -182344.687500 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -182344.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -182359.625000 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -182359.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -182370.265625 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -182370.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -182376.250000 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -182376.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -182385.843750 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -182385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -182393.796875 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -182393.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -182401.078125 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -182401.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -182412.000000 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -182412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -182426.984375 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -182427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -182439.015625 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -182439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -182448.093750 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -182448.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -182456.421875 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -182456.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -182462.765625 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -182462.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -182468.375000 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -182468.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -182471.953125 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -182472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -182478.281250 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -182478.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -182485.437500 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -182485.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -182490.062500 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -182490.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -182494.531250 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -182494.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -182496.250000 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -182496.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -182500.890625 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -182500.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -182507.187500 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -182507.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -182510.625000 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -182510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -182513.671875 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -182513.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -182515.875000 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -182515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -182520.500000 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -182520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -182524.140625 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -182524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -182525.906250 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -182525.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -182527.000000 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -182527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -182529.265625 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -182529.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -182532.578125 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -182532.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -182536.687500 Penalty: 2483.664551
	Iteration 36Q: 3 clusters Score -182536.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -182540.468750 Penalty: 2483.664551
	Iteration 37Q: 3 clusters Score -182540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -182543.937500 Penalty: 2483.664551
	Iteration 38Q: 3 clusters Score -182543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -182547.406250 Penalty: 2483.664551
	Iteration 39Q: 3 clusters Score -182547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -182550.406250 Penalty: 2483.664551
	Iteration 40F: 3 clusters Score -182550.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -182555.250000 Penalty: 2483.664551
	Iteration 41Q: 3 clusters Score -182555.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -182558.421875 Penalty: 2483.664551
	Iteration 42Q: 3 clusters Score -182558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -182562.281250 Penalty: 2483.664551
	Iteration 43Q: 3 clusters Score -182562.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -182566.046875 Penalty: 2483.664551
	Iteration 44Q: 3 clusters Score -182566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -182570.187500 Penalty: 2483.664551
	Iteration 45Q: 3 clusters Score -182570.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -182578.890625 Penalty: 2483.664551
	Iteration 46Q: 3 clusters Score -182578.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -182587.765625 Penalty: 2483.664551
	Iteration 47Q: 3 clusters Score -182587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -182594.031250 Penalty: 2483.664551
	Iteration 48Q: 3 clusters Score -182594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -182598.203125 Penalty: 2483.664551
	Iteration 49Q: 3 clusters Score -182598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -182602.203125 Penalty: 2483.664551
	Iteration 50Q: 3 clusters Score -182602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -182607.312500 Penalty: 2483.664551
	Iteration 51Q: 3 clusters Score -182607.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -182611.343750 Penalty: 2483.664551
	Iteration 52Q: 3 clusters Score -182611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -182616.421875 Penalty: 2483.664551
	Iteration 53Q: 3 clusters Score -182616.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -182623.500000 Penalty: 2483.664551
	Iteration 54Q: 3 clusters Score -182623.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -182630.875000 Penalty: 2483.664551
	Iteration 55Q: 3 clusters Score -182630.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -182642.125000 Penalty: 2483.664551
	Iteration 56Q: 3 clusters Score -182642.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -182653.375000 Penalty: 2483.664551
	Iteration 57Q: 3 clusters Score -182653.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -182661.390625 Penalty: 2483.664551
	Iteration 58Q: 3 clusters Score -182661.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -182669.015625 Penalty: 2483.664551
	Iteration 59Q: 3 clusters Score -182669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -182673.968750 Penalty: 2483.664551
	Iteration 60F: 3 clusters Score -182674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -182678.453125 Penalty: 2483.664551
	Iteration 61Q: 3 clusters Score -182678.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -182684.828125 Penalty: 2483.664551
	Iteration 62Q: 3 clusters Score -182684.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -182692.968750 Penalty: 2483.664551
	Iteration 63Q: 3 clusters Score -182693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182698.265625 Penalty: 2483.664551
	Iteration 64Q: 3 clusters Score -182698.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -182707.375000 Penalty: 2483.664551
	Iteration 65Q: 3 clusters Score -182707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182718.750000 Penalty: 2483.664551
	Iteration 66Q: 3 clusters Score -182718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -182729.906250 Penalty: 2483.664551
	Iteration 67Q: 3 clusters Score -182729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -182737.562500 Penalty: 2483.664551
	Iteration 68Q: 3 clusters Score -182737.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -182747.546875 Penalty: 2483.664551
	Iteration 69Q: 3 clusters Score -182747.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -182752.921875 Penalty: 2483.664551
	Iteration 70Q: 3 clusters Score -182752.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -182754.562500 Penalty: 2483.664551
	Iteration 71Q: 3 clusters Score -182754.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -182757.296875 Penalty: 2483.664551
	Iteration 72Q: 3 clusters Score -182757.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -182759.109375 Penalty: 2483.664551
	Iteration 73Q: 3 clusters Score -182759.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -182759.609375 Penalty: 2483.664551
	Iteration 74Q: 3 clusters Score -182759.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -182761.000000 Penalty: 2483.664551
	Iteration 75Q: 3 clusters Score -182761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -182763.625000 Penalty: 2483.664551
	Iteration 76Q: 3 clusters Score -182763.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -182766.968750 Penalty: 2483.664551
	Iteration 77Q: 3 clusters Score -182767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -182769.375000 Penalty: 2483.664551
	Iteration 78Q: 3 clusters Score -182769.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -182771.453125 Penalty: 2483.664551
	Iteration 79Q: 3 clusters Score -182771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -182771.453125 Penalty: 2483.664551
	Iteration 80F: 3 clusters Score -182771.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Entering Unmasked Estep 
Score: -1028951.812500 Penalty: 1520.882690
	Iteration 0F: 2 clusters Score -1028952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1020745.687500 Penalty: 3041.765381
	Iteration 0F: 3 clusters Score -1020746 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1023539.062500 Penalty: 3041.765381
	Iteration 1F: 3 clusters Score -1023539 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1023820.875000 Penalty: 3041.765381
	Iteration 2F: 3 clusters Score -1023821 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1024074.062500 Penalty: 3041.765381
	Iteration 3F: 3 clusters Score -1024074 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1024341.437500 Penalty: 3041.765381
	Iteration 4Q: 3 clusters Score -1024341 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1024682.937500 Penalty: 3041.765381
	Iteration 5Q: 3 clusters Score -1024683 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1025170.500000 Penalty: 3041.765381
	Iteration 6F: 3 clusters Score -1025170 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1025788.187500 Penalty: 3041.765381
	Iteration 7F: 3 clusters Score -1025788 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1026435.937500 Penalty: 3041.765381
	Iteration 8F: 3 clusters Score -1026436 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1027068.062500 Penalty: 3041.765381
	Iteration 9F: 3 clusters Score -1027068 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1027585.937500 Penalty: 3041.765381
	Iteration 10F: 3 clusters Score -1027586 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1027918.750000 Penalty: 3041.765381
	Iteration 11Q: 3 clusters Score -1027919 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1028126.000000 Penalty: 3041.765381
	Iteration 12Q: 3 clusters Score -1028126 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1028260.687500 Penalty: 3041.765381
	Iteration 13Q: 3 clusters Score -1028261 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1028342.000000 Penalty: 3041.765381
	Iteration 14Q: 3 clusters Score -1028342 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1028403.250000 Penalty: 3041.765381
	Iteration 15Q: 3 clusters Score -1028403 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1028445.125000 Penalty: 3041.765381
	Iteration 16Q: 3 clusters Score -1028445 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1028470.062500 Penalty: 3041.765381
	Iteration 17Q: 3 clusters Score -1028470 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1028481.750000 Penalty: 3041.765381
	Iteration 18Q: 3 clusters Score -1028482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1028494.187500 Penalty: 3041.765381
	Iteration 19Q: 3 clusters Score -1028494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1028500.625000 Penalty: 3041.765381
	Iteration 20F: 3 clusters Score -1028501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1028509.250000 Penalty: 3041.765381
	Iteration 21Q: 3 clusters Score -1028509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1028516.250000 Penalty: 3041.765381
	Iteration 22Q: 3 clusters Score -1028516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1028517.312500 Penalty: 3041.765381
	Iteration 23Q: 3 clusters Score -1028517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1028518.687500 Penalty: 3041.765381
	Iteration 24Q: 3 clusters Score -1028519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1028520.812500 Penalty: 3041.765381
	Iteration 25Q: 3 clusters Score -1028521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1028526.437500 Penalty: 3041.765381
	Iteration 26Q: 3 clusters Score -1028526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1028525.687500 Penalty: 3041.765381
	Iteration 27Q: 3 clusters Score -1028526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1028528.437500 Penalty: 3041.765381
	Iteration 28Q: 3 clusters Score -1028528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1028531.000000 Penalty: 3041.765381
	Iteration 29Q: 3 clusters Score -1028531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1028536.500000 Penalty: 3041.765381
	Iteration 30Q: 3 clusters Score -1028536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1028536.437500 Penalty: 3041.765381
	Iteration 31Q: 3 clusters Score -1028536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1028539.250000 Penalty: 3041.765381
	Iteration 32Q: 3 clusters Score -1028539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1028538.875000 Penalty: 3041.765381
	Iteration 33Q: 3 clusters Score -1028539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1028538.875000 Penalty: 3041.765381
	Iteration 34Q: 3 clusters Score -1028539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1028540.437500 Penalty: 3041.765381
	Iteration 35Q: 3 clusters Score -1028540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1028540.375000 Penalty: 3041.765381
	Iteration 36Q: 3 clusters Score -1028540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1028541.312500 Penalty: 3041.765381
	Iteration 37Q: 3 clusters Score -1028541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1028541.500000 Penalty: 3041.765381
	Iteration 38Q: 3 clusters Score -1028542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1028543.000000 Penalty: 3041.765381
	Iteration 39Q: 3 clusters Score -1028543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1028543.125000 Penalty: 3041.765381
	Iteration 40F: 3 clusters Score -1028543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1028542.687500 Penalty: 3041.765381
	Iteration 41Q: 3 clusters Score -1028543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1028543.500000 Penalty: 3041.765381
	Iteration 42Q: 3 clusters Score -1028544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1028542.687500 Penalty: 3041.765381
	Iteration 43Q: 3 clusters Score -1028543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1028542.687500 Penalty: 3041.765381
	Iteration 44F: 3 clusters Score -1028543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -246395.578125 Penalty: 1293.835938
	Iteration 0F: 2 clusters Score -246395.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -243759.281250 Penalty: 2587.671875
	Iteration 0F: 3 clusters Score -243759.3 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -244406.515625 Penalty: 2587.671875
	Iteration 1F: 3 clusters Score -244406.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -244580.718750 Penalty: 2587.671875
	Iteration 2F: 3 clusters Score -244580.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -244714.171875 Penalty: 2587.671875
	Iteration 3F: 3 clusters Score -244714.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -244836.031250 Penalty: 2587.671875
	Iteration 4F: 3 clusters Score -244836 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -244972.343750 Penalty: 2587.671875
	Iteration 5F: 3 clusters Score -244972.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -245088.625000 Penalty: 2587.671875
	Iteration 6Q: 3 clusters Score -245088.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245206.578125 Penalty: 2587.671875
	Iteration 7Q: 3 clusters Score -245206.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -245286.328125 Penalty: 2587.671875
	Iteration 8Q: 3 clusters Score -245286.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -245337.828125 Penalty: 2587.671875
	Iteration 9Q: 3 clusters Score -245337.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -245366.687500 Penalty: 2587.671875
	Iteration 10Q: 3 clusters Score -245366.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -245382.078125 Penalty: 2587.671875
	Iteration 11Q: 3 clusters Score -245382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -245391.109375 Penalty: 2587.671875
	Iteration 12Q: 3 clusters Score -245391.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -245401.078125 Penalty: 2587.671875
	Iteration 13Q: 3 clusters Score -245401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -245405.718750 Penalty: 2587.671875
	Iteration 14Q: 3 clusters Score -245405.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -245408.500000 Penalty: 2587.671875
	Iteration 15Q: 3 clusters Score -245408.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -245411.109375 Penalty: 2587.671875
	Iteration 16Q: 3 clusters Score -245411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -245414.281250 Penalty: 2587.671875
	Iteration 17Q: 3 clusters Score -245414.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -245416.062500 Penalty: 2587.671875
	Iteration 18Q: 3 clusters Score -245416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -245417.406250 Penalty: 2587.671875
	Iteration 19Q: 3 clusters Score -245417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -245424.656250 Penalty: 2587.671875
	Iteration 20F: 3 clusters Score -245424.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -245429.687500 Penalty: 2587.671875
	Iteration 21Q: 3 clusters Score -245429.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -245433.906250 Penalty: 2587.671875
	Iteration 22Q: 3 clusters Score -245433.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -245437.359375 Penalty: 2587.671875
	Iteration 23Q: 3 clusters Score -245437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -245439.390625 Penalty: 2587.671875
	Iteration 24Q: 3 clusters Score -245439.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -245441.578125 Penalty: 2587.671875
	Iteration 25Q: 3 clusters Score -245441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -245444.031250 Penalty: 2587.671875
	Iteration 26Q: 3 clusters Score -245444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -245448.140625 Penalty: 2587.671875
	Iteration 27Q: 3 clusters Score -245448.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -245452.015625 Penalty: 2587.671875
	Iteration 28Q: 3 clusters Score -245452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -245455.031250 Penalty: 2587.671875
	Iteration 29Q: 3 clusters Score -245455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -245456.203125 Penalty: 2587.671875
	Iteration 30Q: 3 clusters Score -245456.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -245458.671875 Penalty: 2587.671875
	Iteration 31Q: 3 clusters Score -245458.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -245462.796875 Penalty: 2587.671875
	Iteration 32Q: 3 clusters Score -245462.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -245466.656250 Penalty: 2587.671875
	Iteration 33Q: 3 clusters Score -245466.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -245468.484375 Penalty: 2587.671875
	Iteration 34Q: 3 clusters Score -245468.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -245469.484375 Penalty: 2587.671875
	Iteration 35Q: 3 clusters Score -245469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -245471.062500 Penalty: 2587.671875
	Iteration 36Q: 3 clusters Score -245471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -245472.296875 Penalty: 2587.671875
	Iteration 37Q: 3 clusters Score -245472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -245472.718750 Penalty: 2587.671875
	Iteration 38Q: 3 clusters Score -245472.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -245472.718750 Penalty: 2587.671875
	Iteration 39F: 3 clusters Score -245472.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -603815.312500 Penalty: 1430.897827
	Iteration 0F: 2 clusters Score -603815.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -598743.437500 Penalty: 2861.795654
	Iteration 0F: 3 clusters Score -598743.4 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -600276.625000 Penalty: 2861.795654
	Iteration 1F: 3 clusters Score -600276.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -600482.062500 Penalty: 2861.795654
	Iteration 2F: 3 clusters Score -600482.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -600613.875000 Penalty: 2861.795654
	Iteration 3F: 3 clusters Score -600613.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -600726.687500 Penalty: 2861.795654
	Iteration 4Q: 3 clusters Score -600726.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -600810.562500 Penalty: 2861.795654
	Iteration 5Q: 3 clusters Score -600810.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -600882.562500 Penalty: 2861.795654
	Iteration 6Q: 3 clusters Score -600882.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -600951.562500 Penalty: 2861.795654
	Iteration 7Q: 3 clusters Score -600951.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -601007.062500 Penalty: 2861.795654
	Iteration 8Q: 3 clusters Score -601007.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -601057.812500 Penalty: 2861.795654
	Iteration 9Q: 3 clusters Score -601057.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -601113.937500 Penalty: 2861.795654
	Iteration 10Q: 3 clusters Score -601113.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -601172.750000 Penalty: 2861.795654
	Iteration 11Q: 3 clusters Score -601172.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -601221.375000 Penalty: 2861.795654
	Iteration 12Q: 3 clusters Score -601221.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -601268.437500 Penalty: 2861.795654
	Iteration 13Q: 3 clusters Score -601268.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -601314.062500 Penalty: 2861.795654
	Iteration 14Q: 3 clusters Score -601314.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -601356.125000 Penalty: 2861.795654
	Iteration 15Q: 3 clusters Score -601356.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -601397.812500 Penalty: 2861.795654
	Iteration 16Q: 3 clusters Score -601397.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -601443.812500 Penalty: 2861.795654
	Iteration 17Q: 3 clusters Score -601443.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -601481.375000 Penalty: 2861.795654
	Iteration 18Q: 3 clusters Score -601481.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -601522.187500 Penalty: 2861.795654
	Iteration 19Q: 3 clusters Score -601522.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -601562.187500 Penalty: 2861.795654
	Iteration 20F: 3 clusters Score -601562.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -601612.562500 Penalty: 2861.795654
	Iteration 21Q: 3 clusters Score -601612.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -601672.000000 Penalty: 2861.795654
	Iteration 22Q: 3 clusters Score -601672 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -601734.500000 Penalty: 2861.795654
	Iteration 23Q: 3 clusters Score -601734.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -601811.375000 Penalty: 2861.795654
	Iteration 24Q: 3 clusters Score -601811.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -601894.562500 Penalty: 2861.795654
	Iteration 25Q: 3 clusters Score -601894.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -601974.312500 Penalty: 2861.795654
	Iteration 26Q: 3 clusters Score -601974.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -602053.937500 Penalty: 2861.795654
	Iteration 27Q: 3 clusters Score -602053.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -602110.375000 Penalty: 2861.795654
	Iteration 28Q: 3 clusters Score -602110.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -602152.375000 Penalty: 2861.795654
	Iteration 29Q: 3 clusters Score -602152.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -602181.875000 Penalty: 2861.795654
	Iteration 30Q: 3 clusters Score -602181.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -602203.250000 Penalty: 2861.795654
	Iteration 31Q: 3 clusters Score -602203.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -602218.312500 Penalty: 2861.795654
	Iteration 32Q: 3 clusters Score -602218.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -602231.125000 Penalty: 2861.795654
	Iteration 33Q: 3 clusters Score -602231.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -602241.812500 Penalty: 2861.795654
	Iteration 34Q: 3 clusters Score -602241.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -602253.375000 Penalty: 2861.795654
	Iteration 35Q: 3 clusters Score -602253.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -602263.250000 Penalty: 2861.795654
	Iteration 36Q: 3 clusters Score -602263.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -602270.562500 Penalty: 2861.795654
	Iteration 37Q: 3 clusters Score -602270.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -602277.500000 Penalty: 2861.795654
	Iteration 38Q: 3 clusters Score -602277.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -602279.062500 Penalty: 2861.795654
	Iteration 39Q: 3 clusters Score -602279.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -602282.062500 Penalty: 2861.795654
	Iteration 40F: 3 clusters Score -602282.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -602283.000000 Penalty: 2861.795654
	Iteration 41Q: 3 clusters Score -602283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -602286.937500 Penalty: 2861.795654
	Iteration 42Q: 3 clusters Score -602286.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -602289.500000 Penalty: 2861.795654
	Iteration 43Q: 3 clusters Score -602289.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -602292.875000 Penalty: 2861.795654
	Iteration 44Q: 3 clusters Score -602292.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -602298.625000 Penalty: 2861.795654
	Iteration 45Q: 3 clusters Score -602298.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -602302.500000 Penalty: 2861.795654
	Iteration 46Q: 3 clusters Score -602302.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -602303.937500 Penalty: 2861.795654
	Iteration 47Q: 3 clusters Score -602303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -602307.812500 Penalty: 2861.795654
	Iteration 48Q: 3 clusters Score -602307.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -602311.062500 Penalty: 2861.795654
	Iteration 49Q: 3 clusters Score -602311.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -602314.937500 Penalty: 2861.795654
	Iteration 50Q: 3 clusters Score -602314.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -602318.250000 Penalty: 2861.795654
	Iteration 51Q: 3 clusters Score -602318.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -602321.312500 Penalty: 2861.795654
	Iteration 52Q: 3 clusters Score -602321.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -602323.062500 Penalty: 2861.795654
	Iteration 53Q: 3 clusters Score -602323.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -602327.562500 Penalty: 2861.795654
	Iteration 54Q: 3 clusters Score -602327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -602333.062500 Penalty: 2861.795654
	Iteration 55Q: 3 clusters Score -602333.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -602339.437500 Penalty: 2861.795654
	Iteration 56Q: 3 clusters Score -602339.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -602348.750000 Penalty: 2861.795654
	Iteration 57Q: 3 clusters Score -602348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -602353.437500 Penalty: 2861.795654
	Iteration 58Q: 3 clusters Score -602353.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -602356.562500 Penalty: 2861.795654
	Iteration 59Q: 3 clusters Score -602356.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -602362.125000 Penalty: 2861.795654
	Iteration 60F: 3 clusters Score -602362.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -602367.687500 Penalty: 2861.795654
	Iteration 61Q: 3 clusters Score -602367.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -602370.625000 Penalty: 2861.795654
	Iteration 62Q: 3 clusters Score -602370.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -602376.062500 Penalty: 2861.795654
	Iteration 63Q: 3 clusters Score -602376.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -602378.937500 Penalty: 2861.795654
	Iteration 64Q: 3 clusters Score -602378.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -602383.250000 Penalty: 2861.795654
	Iteration 65Q: 3 clusters Score -602383.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -602388.625000 Penalty: 2861.795654
	Iteration 66Q: 3 clusters Score -602388.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -602392.312500 Penalty: 2861.795654
	Iteration 67Q: 3 clusters Score -602392.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -602395.812500 Penalty: 2861.795654
	Iteration 68Q: 3 clusters Score -602395.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -602401.812500 Penalty: 2861.795654
	Iteration 69Q: 3 clusters Score -602401.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -602405.312500 Penalty: 2861.795654
	Iteration 70Q: 3 clusters Score -602405.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -602409.687500 Penalty: 2861.795654
	Iteration 71Q: 3 clusters Score -602409.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -602414.937500 Penalty: 2861.795654
	Iteration 72Q: 3 clusters Score -602414.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -602418.187500 Penalty: 2861.795654
	Iteration 73Q: 3 clusters Score -602418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -602418.562500 Penalty: 2861.795654
	Iteration 74Q: 3 clusters Score -602418.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -602421.062500 Penalty: 2861.795654
	Iteration 75Q: 3 clusters Score -602421.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -602424.750000 Penalty: 2861.795654
	Iteration 76Q: 3 clusters Score -602424.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -602425.750000 Penalty: 2861.795654
	Iteration 77Q: 3 clusters Score -602425.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -602428.437500 Penalty: 2861.795654
	Iteration 78Q: 3 clusters Score -602428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -602428.687500 Penalty: 2861.795654
	Iteration 79Q: 3 clusters Score -602428.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -602430.312500 Penalty: 2861.795654
	Iteration 80F: 3 clusters Score -602430.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -602431.437500 Penalty: 2861.795654
	Iteration 81Q: 3 clusters Score -602431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -602432.125000 Penalty: 2861.795654
	Iteration 82Q: 3 clusters Score -602432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -602434.625000 Penalty: 2861.795654
	Iteration 83Q: 3 clusters Score -602434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -602435.187500 Penalty: 2861.795654
	Iteration 84Q: 3 clusters Score -602435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -602436.562500 Penalty: 2861.795654
	Iteration 85Q: 3 clusters Score -602436.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -602438.062500 Penalty: 2861.795654
	Iteration 86Q: 3 clusters Score -602438.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -602438.500000 Penalty: 2861.795654
	Iteration 87Q: 3 clusters Score -602438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -602440.687500 Penalty: 2861.795654
	Iteration 88Q: 3 clusters Score -602440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -602440.562500 Penalty: 2861.795654
	Iteration 89Q: 3 clusters Score -602440.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -602441.375000 Penalty: 2861.795654
	Iteration 90Q: 3 clusters Score -602441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -602440.812500 Penalty: 2861.795654
	Iteration 91Q: 3 clusters Score -602440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -602442.125000 Penalty: 2861.795654
	Iteration 92Q: 3 clusters Score -602442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -602442.812500 Penalty: 2861.795654
	Iteration 93Q: 3 clusters Score -602442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -602441.000000 Penalty: 2861.795654
	Iteration 94Q: 3 clusters Score -602441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -602442.312500 Penalty: 2861.795654
	Iteration 95Q: 3 clusters Score -602442.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -602443.062500 Penalty: 2861.795654
	Iteration 96Q: 3 clusters Score -602443.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -602444.000000 Penalty: 2861.795654
	Iteration 97Q: 3 clusters Score -602444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -602444.500000 Penalty: 2861.795654
	Iteration 98Q: 3 clusters Score -602444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -602444.937500 Penalty: 2861.795654
	Iteration 99Q: 3 clusters Score -602444.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -602444.937500 Penalty: 2861.795654
	Iteration 100F: 3 clusters Score -602444.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -213008.156250 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -213008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -210658.953125 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -210659 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -211203.968750 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -211204 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -211290.906250 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -211290.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -211358.000000 Penalty: 2535.319092
	Iteration 3Q: 3 clusters Score -211358 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -211407.671875 Penalty: 2535.319092
	Iteration 4Q: 3 clusters Score -211407.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -211445.203125 Penalty: 2535.319092
	Iteration 5Q: 3 clusters Score -211445.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -211483.968750 Penalty: 2535.319092
	Iteration 6Q: 3 clusters Score -211484 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -211514.578125 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -211514.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -211548.562500 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -211548.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -211580.359375 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -211580.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -211612.640625 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -211612.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -211647.093750 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -211647.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -211679.062500 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -211679.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -211703.500000 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -211703.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -211735.171875 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -211735.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -211762.250000 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -211762.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -211785.031250 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -211785 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -211809.015625 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -211809 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -211829.515625 Penalty: 2535.319092
	Iteration 18Q: 3 clusters Score -211829.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -211844.578125 Penalty: 2535.319092
	Iteration 19Q: 3 clusters Score -211844.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -211855.250000 Penalty: 2535.319092
	Iteration 20F: 3 clusters Score -211855.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -211869.187500 Penalty: 2535.319092
	Iteration 21Q: 3 clusters Score -211869.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -211877.250000 Penalty: 2535.319092
	Iteration 22Q: 3 clusters Score -211877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -211889.109375 Penalty: 2535.319092
	Iteration 23Q: 3 clusters Score -211889.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -211898.703125 Penalty: 2535.319092
	Iteration 24Q: 3 clusters Score -211898.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -211906.328125 Penalty: 2535.319092
	Iteration 25Q: 3 clusters Score -211906.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -211911.843750 Penalty: 2535.319092
	Iteration 26Q: 3 clusters Score -211911.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -211915.859375 Penalty: 2535.319092
	Iteration 27Q: 3 clusters Score -211915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -211918.437500 Penalty: 2535.319092
	Iteration 28Q: 3 clusters Score -211918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -211922.671875 Penalty: 2535.319092
	Iteration 29Q: 3 clusters Score -211922.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -211926.250000 Penalty: 2535.319092
	Iteration 30Q: 3 clusters Score -211926.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -211930.734375 Penalty: 2535.319092
	Iteration 31Q: 3 clusters Score -211930.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -211933.812500 Penalty: 2535.319092
	Iteration 32Q: 3 clusters Score -211933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -211939.234375 Penalty: 2535.319092
	Iteration 33Q: 3 clusters Score -211939.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -211942.078125 Penalty: 2535.319092
	Iteration 34Q: 3 clusters Score -211942.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -211944.109375 Penalty: 2535.319092
	Iteration 35Q: 3 clusters Score -211944.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -211945.890625 Penalty: 2535.319092
	Iteration 36Q: 3 clusters Score -211945.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -211947.046875 Penalty: 2535.319092
	Iteration 37Q: 3 clusters Score -211947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -211947.953125 Penalty: 2535.319092
	Iteration 38Q: 3 clusters Score -211948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -211950.750000 Penalty: 2535.319092
	Iteration 39Q: 3 clusters Score -211950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -211952.296875 Penalty: 2535.319092
	Iteration 40F: 3 clusters Score -211952.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -211953.625000 Penalty: 2535.319092
	Iteration 41Q: 3 clusters Score -211953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -211955.390625 Penalty: 2535.319092
	Iteration 42Q: 3 clusters Score -211955.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -211957.515625 Penalty: 2535.319092
	Iteration 43Q: 3 clusters Score -211957.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -211961.171875 Penalty: 2535.319092
	Iteration 44Q: 3 clusters Score -211961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -211961.984375 Penalty: 2535.319092
	Iteration 45Q: 3 clusters Score -211962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -211963.687500 Penalty: 2535.319092
	Iteration 46Q: 3 clusters Score -211963.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -211966.046875 Penalty: 2535.319092
	Iteration 47Q: 3 clusters Score -211966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -211969.093750 Penalty: 2535.319092
	Iteration 48Q: 3 clusters Score -211969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -211972.546875 Penalty: 2535.319092
	Iteration 49Q: 3 clusters Score -211972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -211973.312500 Penalty: 2535.319092
	Iteration 50Q: 3 clusters Score -211973.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -211974.515625 Penalty: 2535.319092
	Iteration 51Q: 3 clusters Score -211974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -211975.921875 Penalty: 2535.319092
	Iteration 52Q: 3 clusters Score -211975.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -211977.375000 Penalty: 2535.319092
	Iteration 53Q: 3 clusters Score -211977.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -211979.140625 Penalty: 2535.319092
	Iteration 54Q: 3 clusters Score -211979.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -211982.171875 Penalty: 2535.319092
	Iteration 55Q: 3 clusters Score -211982.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -211982.281250 Penalty: 2535.319092
	Iteration 56Q: 3 clusters Score -211982.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -211983.093750 Penalty: 2535.319092
	Iteration 57Q: 3 clusters Score -211983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -211983.093750 Penalty: 2535.319092
	Iteration 58F: 3 clusters Score -211983.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -460350.625000 Penalty: 1392.034180
	Iteration 0F: 2 clusters Score -460350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -456212.843750 Penalty: 2784.068359
	Iteration 0F: 3 clusters Score -456212.8 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -457411.500000 Penalty: 2784.068359
	Iteration 1F: 3 clusters Score -457411.5 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -457668.781250 Penalty: 2784.068359
	Iteration 2F: 3 clusters Score -457668.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -457832.500000 Penalty: 2784.068359
	Iteration 3F: 3 clusters Score -457832.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -457941.531250 Penalty: 2784.068359
	Iteration 4Q: 3 clusters Score -457941.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -458014.625000 Penalty: 2784.068359
	Iteration 5Q: 3 clusters Score -458014.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -458071.468750 Penalty: 2784.068359
	Iteration 6Q: 3 clusters Score -458071.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -458130.031250 Penalty: 2784.068359
	Iteration 7Q: 3 clusters Score -458130 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -458173.406250 Penalty: 2784.068359
	Iteration 8Q: 3 clusters Score -458173.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -458224.000000 Penalty: 2784.068359
	Iteration 9Q: 3 clusters Score -458224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -458273.625000 Penalty: 2784.068359
	Iteration 10Q: 3 clusters Score -458273.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -458332.875000 Penalty: 2784.068359
	Iteration 11Q: 3 clusters Score -458332.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -458390.437500 Penalty: 2784.068359
	Iteration 12Q: 3 clusters Score -458390.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -458464.562500 Penalty: 2784.068359
	Iteration 13Q: 3 clusters Score -458464.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -458547.031250 Penalty: 2784.068359
	Iteration 14Q: 3 clusters Score -458547 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -458612.000000 Penalty: 2784.068359
	Iteration 15Q: 3 clusters Score -458612 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -458667.468750 Penalty: 2784.068359
	Iteration 16Q: 3 clusters Score -458667.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -458729.375000 Penalty: 2784.068359
	Iteration 17Q: 3 clusters Score -458729.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -458787.468750 Penalty: 2784.068359
	Iteration 18Q: 3 clusters Score -458787.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -458828.250000 Penalty: 2784.068359
	Iteration 19Q: 3 clusters Score -458828.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -458862.500000 Penalty: 2784.068359
	Iteration 20F: 3 clusters Score -458862.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -458903.218750 Penalty: 2784.068359
	Iteration 21Q: 3 clusters Score -458903.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -458936.625000 Penalty: 2784.068359
	Iteration 22Q: 3 clusters Score -458936.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -458964.093750 Penalty: 2784.068359
	Iteration 23Q: 3 clusters Score -458964.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -458993.281250 Penalty: 2784.068359
	Iteration 24Q: 3 clusters Score -458993.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -459025.312500 Penalty: 2784.068359
	Iteration 25Q: 3 clusters Score -459025.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -459048.625000 Penalty: 2784.068359
	Iteration 26Q: 3 clusters Score -459048.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -459066.968750 Penalty: 2784.068359
	Iteration 27Q: 3 clusters Score -459067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -459083.500000 Penalty: 2784.068359
	Iteration 28Q: 3 clusters Score -459083.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -459096.843750 Penalty: 2784.068359
	Iteration 29Q: 3 clusters Score -459096.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -459117.187500 Penalty: 2784.068359
	Iteration 30Q: 3 clusters Score -459117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -459138.062500 Penalty: 2784.068359
	Iteration 31Q: 3 clusters Score -459138.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -459157.937500 Penalty: 2784.068359
	Iteration 32Q: 3 clusters Score -459157.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -459172.687500 Penalty: 2784.068359
	Iteration 33Q: 3 clusters Score -459172.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -459182.562500 Penalty: 2784.068359
	Iteration 34Q: 3 clusters Score -459182.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -459190.875000 Penalty: 2784.068359
	Iteration 35Q: 3 clusters Score -459190.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -459199.562500 Penalty: 2784.068359
	Iteration 36Q: 3 clusters Score -459199.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -459207.031250 Penalty: 2784.068359
	Iteration 37Q: 3 clusters Score -459207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -459212.375000 Penalty: 2784.068359
	Iteration 38Q: 3 clusters Score -459212.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -459216.593750 Penalty: 2784.068359
	Iteration 39Q: 3 clusters Score -459216.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -459223.375000 Penalty: 2784.068359
	Iteration 40F: 3 clusters Score -459223.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -459230.218750 Penalty: 2784.068359
	Iteration 41Q: 3 clusters Score -459230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -459234.375000 Penalty: 2784.068359
	Iteration 42Q: 3 clusters Score -459234.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -459238.437500 Penalty: 2784.068359
	Iteration 43Q: 3 clusters Score -459238.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -459242.000000 Penalty: 2784.068359
	Iteration 44Q: 3 clusters Score -459242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -459245.093750 Penalty: 2784.068359
	Iteration 45Q: 3 clusters Score -459245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -459246.375000 Penalty: 2784.068359
	Iteration 46Q: 3 clusters Score -459246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -459247.593750 Penalty: 2784.068359
	Iteration 47Q: 3 clusters Score -459247.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -459249.031250 Penalty: 2784.068359
	Iteration 48Q: 3 clusters Score -459249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -459249.656250 Penalty: 2784.068359
	Iteration 49Q: 3 clusters Score -459249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -459250.000000 Penalty: 2784.068359
	Iteration 50Q: 3 clusters Score -459250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -459249.781250 Penalty: 2784.068359
	Iteration 51Q: 3 clusters Score -459249.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -459251.031250 Penalty: 2784.068359
	Iteration 52Q: 3 clusters Score -459251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -459251.093750 Penalty: 2784.068359
	Iteration 53Q: 3 clusters Score -459251.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -459251.093750 Penalty: 2784.068359
	Iteration 54F: 3 clusters Score -459251.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -120321.796875 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -120321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -118649.640625 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -118649.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118967.890625 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -118967.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -119044.945312 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -119044.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119089.960938 Penalty: 2338.679688
	Iteration 3Q: 3 clusters Score -119090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119126.742188 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -119126.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -119140.781250 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -119140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119145.031250 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -119145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119150.070312 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -119150.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119154.679688 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -119154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119158.687500 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -119158.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -119160.890625 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -119160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119162.140625 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -119162.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119162.140625 Penalty: 2338.679688
	Iteration 12F: 3 clusters Score -119162.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122013.789062 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -122013.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -122372.093750 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122372.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -122451.750000 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122451.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -122516.750000 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -122516.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -122573.210938 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122573.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -122617.234375 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122617.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -122662.546875 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122662.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -122709.726562 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122709.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -122733.648438 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122733.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -122756.921875 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -122793.445312 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122793.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -122812.117188 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122812.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -122838.390625 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122838.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -122862.242188 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122862.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122889.546875 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122889.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -122907.890625 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122907.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -122920.148438 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122920.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -122925.796875 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122925.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -122933.359375 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122933.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -122937.687500 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -122937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -122942.367188 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -122942.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -122948.421875 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -122948.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122950.875000 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -122950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -122952.554688 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -122952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122954.656250 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -122954.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -122957.101562 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -122957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122958.382812 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -122958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -122960.203125 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -122960.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122960.898438 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -122960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -122960.898438 Penalty: 2356.225830
	Iteration 29F: 3 clusters Score -122960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Entering Unmasked Estep 
Score: -1827303.875000 Penalty: 1612.359253
	Iteration 0F: 2 clusters Score -1827304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1813440.000000 Penalty: 3224.718506
	Iteration 0F: 3 clusters Score -1813440 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1818487.000000 Penalty: 3224.718506
	Iteration 1F: 3 clusters Score -1818487 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1818785.125000 Penalty: 3224.718506
	Iteration 2Q: 3 clusters Score -1818785 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1819064.125000 Penalty: 3224.718506
	Iteration 3Q: 3 clusters Score -1819064 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1819336.375000 Penalty: 3224.718506
	Iteration 4Q: 3 clusters Score -1819336 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1819621.500000 Penalty: 3224.718506
	Iteration 5Q: 3 clusters Score -1819622 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1819923.000000 Penalty: 3224.718506
	Iteration 6Q: 3 clusters Score -1819923 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1820256.250000 Penalty: 3224.718506
	Iteration 7Q: 3 clusters Score -1820256 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1820683.000000 Penalty: 3224.718506
	Iteration 8Q: 3 clusters Score -1820683 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1821245.000000 Penalty: 3224.718506
	Iteration 9Q: 3 clusters Score -1821245 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1821914.250000 Penalty: 3224.718506
	Iteration 10F: 3 clusters Score -1821914 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1822627.500000 Penalty: 3224.718506
	Iteration 11F: 3 clusters Score -1822628 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1823232.250000 Penalty: 3224.718506
	Iteration 12Q: 3 clusters Score -1823232 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1823668.500000 Penalty: 3224.718506
	Iteration 13Q: 3 clusters Score -1823668 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1823932.000000 Penalty: 3224.718506
	Iteration 14Q: 3 clusters Score -1823932 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1824114.125000 Penalty: 3224.718506
	Iteration 15Q: 3 clusters Score -1824114 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -1824228.750000 Penalty: 3224.718506
	Iteration 16Q: 3 clusters Score -1824229 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1824290.500000 Penalty: 3224.718506
	Iteration 17Q: 3 clusters Score -1824290 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -1824370.375000 Penalty: 3224.718506
	Iteration 18Q: 3 clusters Score -1824370 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1824425.250000 Penalty: 3224.718506
	Iteration 19Q: 3 clusters Score -1824425 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1824469.375000 Penalty: 3224.718506
	Iteration 20F: 3 clusters Score -1824469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -1824499.875000 Penalty: 3224.718506
	Iteration 21Q: 3 clusters Score -1824500 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1824523.750000 Penalty: 3224.718506
	Iteration 22Q: 3 clusters Score -1824524 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -1824548.375000 Penalty: 3224.718506
	Iteration 23Q: 3 clusters Score -1824548 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1824575.625000 Penalty: 3224.718506
	Iteration 24Q: 3 clusters Score -1824576 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -1824591.625000 Penalty: 3224.718506
	Iteration 25Q: 3 clusters Score -1824592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1824609.625000 Penalty: 3224.718506
	Iteration 26Q: 3 clusters Score -1824610 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -1824617.000000 Penalty: 3224.718506
	Iteration 27Q: 3 clusters Score -1824617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1824627.875000 Penalty: 3224.718506
	Iteration 28Q: 3 clusters Score -1824628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1824641.375000 Penalty: 3224.718506
	Iteration 29Q: 3 clusters Score -1824641 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1824664.250000 Penalty: 3224.718506
	Iteration 30Q: 3 clusters Score -1824664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1824681.750000 Penalty: 3224.718506
	Iteration 31Q: 3 clusters Score -1824682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1824702.000000 Penalty: 3224.718506
	Iteration 32Q: 3 clusters Score -1824702 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1824720.000000 Penalty: 3224.718506
	Iteration 33Q: 3 clusters Score -1824720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -1824751.875000 Penalty: 3224.718506
	Iteration 34Q: 3 clusters Score -1824752 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -1824792.875000 Penalty: 3224.718506
	Iteration 35Q: 3 clusters Score -1824793 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1824831.500000 Penalty: 3224.718506
	Iteration 36Q: 3 clusters Score -1824832 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1824875.375000 Penalty: 3224.718506
	Iteration 37Q: 3 clusters Score -1824875 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1824922.000000 Penalty: 3224.718506
	Iteration 38Q: 3 clusters Score -1824922 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -1824965.125000 Penalty: 3224.718506
	Iteration 39Q: 3 clusters Score -1824965 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1824994.375000 Penalty: 3224.718506
	Iteration 40F: 3 clusters Score -1824994 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -1825023.125000 Penalty: 3224.718506
	Iteration 41Q: 3 clusters Score -1825023 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -1825071.375000 Penalty: 3224.718506
	Iteration 42Q: 3 clusters Score -1825071 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -1825118.750000 Penalty: 3224.718506
	Iteration 43Q: 3 clusters Score -1825119 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -1825159.125000 Penalty: 3224.718506
	Iteration 44Q: 3 clusters Score -1825159 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -1825211.125000 Penalty: 3224.718506
	Iteration 45Q: 3 clusters Score -1825211 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1825269.875000 Penalty: 3224.718506
	Iteration 46Q: 3 clusters Score -1825270 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1825337.875000 Penalty: 3224.718506
	Iteration 47Q: 3 clusters Score -1825338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -1825397.250000 Penalty: 3224.718506
	Iteration 48Q: 3 clusters Score -1825397 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -1825450.250000 Penalty: 3224.718506
	Iteration 49Q: 3 clusters Score -1825450 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -1825488.375000 Penalty: 3224.718506
	Iteration 50Q: 3 clusters Score -1825488 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1825537.875000 Penalty: 3224.718506
	Iteration 51Q: 3 clusters Score -1825538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1825585.000000 Penalty: 3224.718506
	Iteration 52Q: 3 clusters Score -1825585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1825638.500000 Penalty: 3224.718506
	Iteration 53Q: 3 clusters Score -1825638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -1825688.750000 Penalty: 3224.718506
	Iteration 54Q: 3 clusters Score -1825689 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -1825750.000000 Penalty: 3224.718506
	Iteration 55Q: 3 clusters Score -1825750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -1825792.500000 Penalty: 3224.718506
	Iteration 56Q: 3 clusters Score -1825792 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -1825838.000000 Penalty: 3224.718506
	Iteration 57Q: 3 clusters Score -1825838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1825892.750000 Penalty: 3224.718506
	Iteration 58Q: 3 clusters Score -1825893 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -1825940.375000 Penalty: 3224.718506
	Iteration 59Q: 3 clusters Score -1825940 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1825986.875000 Penalty: 3224.718506
	Iteration 60F: 3 clusters Score -1825987 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -1826021.250000 Penalty: 3224.718506
	Iteration 61Q: 3 clusters Score -1826021 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1826044.000000 Penalty: 3224.718506
	Iteration 62Q: 3 clusters Score -1826044 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -1826058.750000 Penalty: 3224.718506
	Iteration 63Q: 3 clusters Score -1826059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -1826080.000000 Penalty: 3224.718506
	Iteration 64Q: 3 clusters Score -1826080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -1826095.625000 Penalty: 3224.718506
	Iteration 65Q: 3 clusters Score -1826096 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1826106.250000 Penalty: 3224.718506
	Iteration 66Q: 3 clusters Score -1826106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1826113.750000 Penalty: 3224.718506
	Iteration 67Q: 3 clusters Score -1826114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1826114.375000 Penalty: 3224.718506
	Iteration 68Q: 3 clusters Score -1826114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -1826121.750000 Penalty: 3224.718506
	Iteration 69Q: 3 clusters Score -1826122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1826126.375000 Penalty: 3224.718506
	Iteration 70Q: 3 clusters Score -1826126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1826126.125000 Penalty: 3224.718506
	Iteration 71Q: 3 clusters Score -1826126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -1826128.625000 Penalty: 3224.718506
	Iteration 72Q: 3 clusters Score -1826129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -1826129.125000 Penalty: 3224.718506
	Iteration 73Q: 3 clusters Score -1826129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1826132.875000 Penalty: 3224.718506
	Iteration 74Q: 3 clusters Score -1826133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -1826134.500000 Penalty: 3224.718506
	Iteration 75Q: 3 clusters Score -1826134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -1826135.000000 Penalty: 3224.718506
	Iteration 76Q: 3 clusters Score -1826135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -1826138.250000 Penalty: 3224.718506
	Iteration 77Q: 3 clusters Score -1826138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1826141.625000 Penalty: 3224.718506
	Iteration 78Q: 3 clusters Score -1826142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1826146.625000 Penalty: 3224.718506
	Iteration 79Q: 3 clusters Score -1826147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1826149.875000 Penalty: 3224.718506
	Iteration 80F: 3 clusters Score -1826150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1826155.625000 Penalty: 3224.718506
	Iteration 81Q: 3 clusters Score -1826156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1826158.750000 Penalty: 3224.718506
	Iteration 82Q: 3 clusters Score -1826159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -1826160.875000 Penalty: 3224.718506
	Iteration 83Q: 3 clusters Score -1826161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1826164.875000 Penalty: 3224.718506
	Iteration 84Q: 3 clusters Score -1826165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -1826169.250000 Penalty: 3224.718506
	Iteration 85Q: 3 clusters Score -1826169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1826165.375000 Penalty: 3224.718506
	Iteration 86Q: 3 clusters Score -1826165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -1826165.375000 Penalty: 3224.718506
	Iteration 87F: 3 clusters Score -1826165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Entering Unmasked Estep 
Score: -1157082.375000 Penalty: 1532.667969
	Iteration 0F: 2 clusters Score -1157082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1148335.250000 Penalty: 3065.335938
	Iteration 0F: 3 clusters Score -1148335 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1151461.875000 Penalty: 3065.335938
	Iteration 1F: 3 clusters Score -1151462 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1151936.000000 Penalty: 3065.335938
	Iteration 2F: 3 clusters Score -1151936 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1152461.125000 Penalty: 3065.335938
	Iteration 3F: 3 clusters Score -1152461 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1152964.250000 Penalty: 3065.335938
	Iteration 4F: 3 clusters Score -1152964 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1153454.750000 Penalty: 3065.335938
	Iteration 5F: 3 clusters Score -1153455 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1153840.000000 Penalty: 3065.335938
	Iteration 6F: 3 clusters Score -1153840 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1154178.875000 Penalty: 3065.335938
	Iteration 7Q: 3 clusters Score -1154179 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -1154461.125000 Penalty: 3065.335938
	Iteration 8Q: 3 clusters Score -1154461 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1154692.875000 Penalty: 3065.335938
	Iteration 9Q: 3 clusters Score -1154693 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1154888.750000 Penalty: 3065.335938
	Iteration 10Q: 3 clusters Score -1154889 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -1155084.000000 Penalty: 3065.335938
	Iteration 11Q: 3 clusters Score -1155084 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1155248.000000 Penalty: 3065.335938
	Iteration 12Q: 3 clusters Score -1155248 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1155372.750000 Penalty: 3065.335938
	Iteration 13Q: 3 clusters Score -1155373 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1155485.375000 Penalty: 3065.335938
	Iteration 14Q: 3 clusters Score -1155485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -1155557.250000 Penalty: 3065.335938
	Iteration 15Q: 3 clusters Score -1155557 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1155614.875000 Penalty: 3065.335938
	Iteration 16Q: 3 clusters Score -1155615 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1155662.750000 Penalty: 3065.335938
	Iteration 17Q: 3 clusters Score -1155663 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1155708.250000 Penalty: 3065.335938
	Iteration 18Q: 3 clusters Score -1155708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1155748.625000 Penalty: 3065.335938
	Iteration 19Q: 3 clusters Score -1155749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1155776.750000 Penalty: 3065.335938
	Iteration 20F: 3 clusters Score -1155777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1155804.750000 Penalty: 3065.335938
	Iteration 21Q: 3 clusters Score -1155805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1155827.500000 Penalty: 3065.335938
	Iteration 22Q: 3 clusters Score -1155828 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1155842.250000 Penalty: 3065.335938
	Iteration 23Q: 3 clusters Score -1155842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1155866.750000 Penalty: 3065.335938
	Iteration 24Q: 3 clusters Score -1155867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1155876.875000 Penalty: 3065.335938
	Iteration 25Q: 3 clusters Score -1155877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1155881.250000 Penalty: 3065.335938
	Iteration 26Q: 3 clusters Score -1155881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1155886.750000 Penalty: 3065.335938
	Iteration 27Q: 3 clusters Score -1155887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1155888.625000 Penalty: 3065.335938
	Iteration 28Q: 3 clusters Score -1155889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1155890.000000 Penalty: 3065.335938
	Iteration 29Q: 3 clusters Score -1155890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1155893.625000 Penalty: 3065.335938
	Iteration 30Q: 3 clusters Score -1155894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -1155899.125000 Penalty: 3065.335938
	Iteration 31Q: 3 clusters Score -1155899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1155903.125000 Penalty: 3065.335938
	Iteration 32Q: 3 clusters Score -1155903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -1155902.000000 Penalty: 3065.335938
	Iteration 33Q: 3 clusters Score -1155902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1155903.125000 Penalty: 3065.335938
	Iteration 34Q: 3 clusters Score -1155903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1155905.375000 Penalty: 3065.335938
	Iteration 35Q: 3 clusters Score -1155905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1155906.125000 Penalty: 3065.335938
	Iteration 36Q: 3 clusters Score -1155906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1155908.125000 Penalty: 3065.335938
	Iteration 37Q: 3 clusters Score -1155908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1155910.125000 Penalty: 3065.335938
	Iteration 38Q: 3 clusters Score -1155910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -1155909.875000 Penalty: 3065.335938
	Iteration 39Q: 3 clusters Score -1155910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1155910.250000 Penalty: 3065.335938
	Iteration 40F: 3 clusters Score -1155910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1155911.500000 Penalty: 3065.335938
	Iteration 41Q: 3 clusters Score -1155912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1155913.500000 Penalty: 3065.335938
	Iteration 42Q: 3 clusters Score -1155914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1155913.500000 Penalty: 3065.335938
	Iteration 43F: 3 clusters Score -1155914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 67245 members 
Mstep: Class 3 contains 12901 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33203 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11606 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817688.000000 Penalty: 53018.050781
Iteration 399Q: 27 clusters Score -2.481769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 67246 members 
Mstep: Class 3 contains 12900 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8085 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28882 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11605 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817698.000000 Penalty: 53018.050781
Iteration 400F: 27 clusters Score -2.48177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12898 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8086 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28881 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11603 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6671 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817672.000000 Penalty: 53018.050781
Iteration 401Q: 27 clusters Score -2.481767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12899 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8087 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33201 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 28881 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20378 members 
Mstep: Class 26 contains 12484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817688.000000 Penalty: 53018.050781
Iteration 402Q: 27 clusters Score -2.481769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 67250 members 
Mstep: Class 3 contains 12899 members 
Mstep: Class 4 contains 4767 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8088 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 28881 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817696.000000 Penalty: 53018.050781
Iteration 403Q: 27 clusters Score -2.48177e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12897 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8089 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20379 members 
Mstep: Class 26 contains 12489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817690.000000 Penalty: 53018.050781
Iteration 404Q: 27 clusters Score -2.481769e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 67249 members 
Mstep: Class 3 contains 12892 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8094 members 
Mstep: Class 9 contains 5844 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3524 members 
Mstep: Class 15 contains 28880 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20376 members 
Mstep: Class 26 contains 12495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 405Q: 27 clusters Score -2.481768e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 67247 members 
Mstep: Class 3 contains 12895 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18325 members 
Mstep: Class 8 contains 8096 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817682.000000 Penalty: 53018.050781
Iteration 406Q: 27 clusters Score -2.481768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 67244 members 
Mstep: Class 3 contains 12893 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8102 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2871 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817678.000000 Penalty: 53018.050781
Iteration 407Q: 27 clusters Score -2.481768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 67243 members 
Mstep: Class 3 contains 12891 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33200 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2870 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817686.000000 Penalty: 53018.050781
Iteration 408Q: 27 clusters Score -2.481769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67243 members 
Mstep: Class 3 contains 12889 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8108 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28879 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817686.000000 Penalty: 53018.050781
Iteration 409Q: 27 clusters Score -2.481769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12888 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8109 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817678.000000 Penalty: 53018.050781
Iteration 410Q: 27 clusters Score -2.481768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12887 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8110 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 411Q: 27 clusters Score -2.481768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12886 members 
Mstep: Class 4 contains 4772 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3522 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817692.000000 Penalty: 53018.050781
Iteration 412Q: 27 clusters Score -2.481769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20375 members 
Mstep: Class 26 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817686.000000 Penalty: 53018.050781
Iteration 413Q: 27 clusters Score -2.481769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20374 members 
Mstep: Class 26 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 414Q: 27 clusters Score -2.481768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 67242 members 
Mstep: Class 3 contains 12883 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 2600 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 18324 members 
Mstep: Class 8 contains 8112 members 
Mstep: Class 9 contains 5843 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 33199 members 
Mstep: Class 13 contains 5742 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 15 contains 28878 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 2084 members 
Mstep: Class 18 contains 11602 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 6672 members 
Mstep: Class 21 contains 2443 members 
Mstep: Class 22 contains 5252 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 20374 members 
Mstep: Class 26 contains 12503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817684.000000 Penalty: 53018.050781
Iteration 415F: 27 clusters Score -2.481768e+07 nChanged 0
Entering ConstructFrom: 
Score: -24817684.000000 Penalty: 53018.050781
Entering ConstructFrom: 
Trying to split cluster 1 (12842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Entering Unmasked Estep 
Score: -1203828.375000 Penalty: 1537.327393
	Iteration 0F: 2 clusters Score -1203828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1194936.875000 Penalty: 3074.654785
	Iteration 0F: 3 clusters Score -1194937 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1198001.625000 Penalty: 3074.654785
	Iteration 1F: 3 clusters Score -1198002 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1198301.250000 Penalty: 3074.654785
	Iteration 2F: 3 clusters Score -1198301 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1198533.500000 Penalty: 3074.654785
	Iteration 3Q: 3 clusters Score -1198534 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1198742.375000 Penalty: 3074.654785
	Iteration 4Q: 3 clusters Score -1198742 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1199004.375000 Penalty: 3074.654785
	Iteration 5Q: 3 clusters Score -1199004 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1199330.750000 Penalty: 3074.654785
	Iteration 6Q: 3 clusters Score -1199331 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1199756.250000 Penalty: 3074.654785
	Iteration 7F: 3 clusters Score -1199756 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1200266.750000 Penalty: 3074.654785
	Iteration 8F: 3 clusters Score -1200267 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -1200835.625000 Penalty: 3074.654785
	Iteration 9F: 3 clusters Score -1200836 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1201333.625000 Penalty: 3074.654785
	Iteration 10Q: 3 clusters Score -1201334 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1201724.000000 Penalty: 3074.654785
	Iteration 11Q: 3 clusters Score -1201724 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1202016.500000 Penalty: 3074.654785
	Iteration 12Q: 3 clusters Score -1202016 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -1202210.750000 Penalty: 3074.654785
	Iteration 13Q: 3 clusters Score -1202211 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1202306.500000 Penalty: 3074.654785
	Iteration 14Q: 3 clusters Score -1202306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1202352.125000 Penalty: 3074.654785
	Iteration 15Q: 3 clusters Score -1202352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1202387.000000 Penalty: 3074.654785
	Iteration 16Q: 3 clusters Score -1202387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1202405.500000 Penalty: 3074.654785
	Iteration 17Q: 3 clusters Score -1202406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1202426.875000 Penalty: 3074.654785
	Iteration 18Q: 3 clusters Score -1202427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -1202443.250000 Penalty: 3074.654785
	Iteration 19Q: 3 clusters Score -1202443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1202458.250000 Penalty: 3074.654785
	Iteration 20F: 3 clusters Score -1202458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1202467.375000 Penalty: 3074.654785
	Iteration 21Q: 3 clusters Score -1202467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1202475.375000 Penalty: 3074.654785
	Iteration 22Q: 3 clusters Score -1202475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1202483.500000 Penalty: 3074.654785
	Iteration 23Q: 3 clusters Score -1202484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1202490.250000 Penalty: 3074.654785
	Iteration 24Q: 3 clusters Score -1202490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1202492.500000 Penalty: 3074.654785
	Iteration 25Q: 3 clusters Score -1202492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1202493.500000 Penalty: 3074.654785
	Iteration 26Q: 3 clusters Score -1202494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1202493.500000 Penalty: 3074.654785
	Iteration 27F: 3 clusters Score -1202494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (67242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67242 members 
Entering Unmasked Estep 
Score: -6240232.500000 Penalty: 1806.358765
	Iteration 0F: 2 clusters Score -6240232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -6195654.000000 Penalty: 3612.717529
	Iteration 0F: 3 clusters Score -6195654 nChanged 31692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6214211.500000 Penalty: 3612.717529
	Iteration 1F: 3 clusters Score -6214212 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -6215205.000000 Penalty: 3612.717529
	Iteration 2Q: 3 clusters Score -6215205 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -6216476.500000 Penalty: 3612.717529
	Iteration 3Q: 3 clusters Score -6216476 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -6218231.000000 Penalty: 3612.717529
	Iteration 4Q: 3 clusters Score -6218231 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6220575.000000 Penalty: 3612.717529
	Iteration 5F: 3 clusters Score -6220575 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -6223566.500000 Penalty: 3612.717529
	Iteration 6F: 3 clusters Score -6223566 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -6226348.500000 Penalty: 3612.717529
	Iteration 7F: 3 clusters Score -6226348 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -6228460.000000 Penalty: 3612.717529
	Iteration 8F: 3 clusters Score -6228460 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -6229767.000000 Penalty: 3612.717529
	Iteration 9Q: 3 clusters Score -6229767 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50546 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -6230468.000000 Penalty: 3612.717529
	Iteration 10Q: 3 clusters Score -6230468 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -6230928.500000 Penalty: 3612.717529
	Iteration 11Q: 3 clusters Score -6230928 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 14351 members 
Entering Unmasked Estep 
Score: -6231329.000000 Penalty: 3612.717529
	Iteration 12Q: 3 clusters Score -6231329 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -6231738.500000 Penalty: 3612.717529
	Iteration 13Q: 3 clusters Score -6231738 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55256 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -6232193.500000 Penalty: 3612.717529
	Iteration 14Q: 3 clusters Score -6232194 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56391 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -6232591.000000 Penalty: 3612.717529
	Iteration 15Q: 3 clusters Score -6232591 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57556 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -6233089.500000 Penalty: 3612.717529
	Iteration 16Q: 3 clusters Score -6233090 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -6233646.500000 Penalty: 3612.717529
	Iteration 17Q: 3 clusters Score -6233646 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59900 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -6234275.500000 Penalty: 3612.717529
	Iteration 18Q: 3 clusters Score -6234276 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61025 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -6234906.500000 Penalty: 3612.717529
	Iteration 19Q: 3 clusters Score -6234906 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62082 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -6235552.500000 Penalty: 3612.717529
	Iteration 20F: 3 clusters Score -6235552 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63015 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -6236183.000000 Penalty: 3612.717529
	Iteration 21Q: 3 clusters Score -6236183 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63833 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6236714.000000 Penalty: 3612.717529
	Iteration 22Q: 3 clusters Score -6236714 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64559 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6237183.500000 Penalty: 3612.717529
	Iteration 23Q: 3 clusters Score -6237184 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65162 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6237611.000000 Penalty: 3612.717529
	Iteration 24Q: 3 clusters Score -6237611 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65636 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6237961.000000 Penalty: 3612.717529
	Iteration 25Q: 3 clusters Score -6237961 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65992 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6238207.000000 Penalty: 3612.717529
	Iteration 26Q: 3 clusters Score -6238207 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66227 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6238369.000000 Penalty: 3612.717529
	Iteration 27Q: 3 clusters Score -6238369 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66378 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6238488.000000 Penalty: 3612.717529
	Iteration 28Q: 3 clusters Score -6238488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6238570.500000 Penalty: 3612.717529
	Iteration 29Q: 3 clusters Score -6238570 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66567 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6238636.000000 Penalty: 3612.717529
	Iteration 30Q: 3 clusters Score -6238636 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6238673.000000 Penalty: 3612.717529
	Iteration 31Q: 3 clusters Score -6238673 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66641 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -6238710.000000 Penalty: 3612.717529
	Iteration 32Q: 3 clusters Score -6238710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66669 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6238743.000000 Penalty: 3612.717529
	Iteration 33Q: 3 clusters Score -6238743 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66691 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6238753.000000 Penalty: 3612.717529
	Iteration 34Q: 3 clusters Score -6238753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66702 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6238759.000000 Penalty: 3612.717529
	Iteration 35Q: 3 clusters Score -6238759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66710 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6238757.000000 Penalty: 3612.717529
	Iteration 36Q: 3 clusters Score -6238757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6238768.000000 Penalty: 3612.717529
	Iteration 37Q: 3 clusters Score -6238768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66731 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6238775.000000 Penalty: 3612.717529
	Iteration 38Q: 3 clusters Score -6238775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66740 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6238778.500000 Penalty: 3612.717529
	Iteration 39Q: 3 clusters Score -6238778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6238787.000000 Penalty: 3612.717529
	Iteration 40F: 3 clusters Score -6238787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Entering Unmasked Estep 
Score: -1177383.875000 Penalty: 1537.845459
	Iteration 0F: 2 clusters Score -1177384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1168438.750000 Penalty: 3075.690918
	Iteration 0F: 3 clusters Score -1168439 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1171515.625000 Penalty: 3075.690918
	Iteration 1F: 3 clusters Score -1171516 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1171877.750000 Penalty: 3075.690918
	Iteration 2F: 3 clusters Score -1171878 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1172381.125000 Penalty: 3075.690918
	Iteration 3F: 3 clusters Score -1172381 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1173096.875000 Penalty: 3075.690918
	Iteration 4F: 3 clusters Score -1173097 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1174018.750000 Penalty: 3075.690918
	Iteration 5F: 3 clusters Score -1174019 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1174891.875000 Penalty: 3075.690918
	Iteration 6F: 3 clusters Score -1174892 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1175584.750000 Penalty: 3075.690918
	Iteration 7F: 3 clusters Score -1175585 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1176056.375000 Penalty: 3075.690918
	Iteration 8Q: 3 clusters Score -1176056 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1176326.125000 Penalty: 3075.690918
	Iteration 9Q: 3 clusters Score -1176326 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1176516.125000 Penalty: 3075.690918
	Iteration 10Q: 3 clusters Score -1176516 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1176633.500000 Penalty: 3075.690918
	Iteration 11Q: 3 clusters Score -1176634 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1176699.875000 Penalty: 3075.690918
	Iteration 12Q: 3 clusters Score -1176700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1176733.125000 Penalty: 3075.690918
	Iteration 13Q: 3 clusters Score -1176733 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1176762.000000 Penalty: 3075.690918
	Iteration 14Q: 3 clusters Score -1176762 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1176782.500000 Penalty: 3075.690918
	Iteration 15Q: 3 clusters Score -1176782 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1176800.625000 Penalty: 3075.690918
	Iteration 16Q: 3 clusters Score -1176801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1176815.000000 Penalty: 3075.690918
	Iteration 17Q: 3 clusters Score -1176815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1176830.125000 Penalty: 3075.690918
	Iteration 18Q: 3 clusters Score -1176830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1176844.000000 Penalty: 3075.690918
	Iteration 19Q: 3 clusters Score -1176844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1176853.375000 Penalty: 3075.690918
	Iteration 20F: 3 clusters Score -1176853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1176856.750000 Penalty: 3075.690918
	Iteration 21Q: 3 clusters Score -1176857 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1176865.125000 Penalty: 3075.690918
	Iteration 22Q: 3 clusters Score -1176865 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1176865.125000 Penalty: 3075.690918
	Iteration 23Q: 3 clusters Score -1176865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1176864.875000 Penalty: 3075.690918
	Iteration 24Q: 3 clusters Score -1176865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1176866.500000 Penalty: 3075.690918
	Iteration 25Q: 3 clusters Score -1176866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1176869.125000 Penalty: 3075.690918
	Iteration 26Q: 3 clusters Score -1176869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1176869.125000 Penalty: 3075.690918
	Iteration 27F: 3 clusters Score -1176869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Entering Unmasked Estep 
Score: -385451.062500 Penalty: 1376.527710
	Iteration 0F: 2 clusters Score -385451.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -381658.812500 Penalty: 2753.055420
	Iteration 0F: 3 clusters Score -381658.8 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -383034.593750 Penalty: 2753.055420
	Iteration 1F: 3 clusters Score -383034.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -383494.187500 Penalty: 2753.055420
	Iteration 2F: 3 clusters Score -383494.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -383883.531250 Penalty: 2753.055420
	Iteration 3F: 3 clusters Score -383883.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -384150.406250 Penalty: 2753.055420
	Iteration 4F: 3 clusters Score -384150.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -384352.750000 Penalty: 2753.055420
	Iteration 5F: 3 clusters Score -384352.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -384479.531250 Penalty: 2753.055420
	Iteration 6Q: 3 clusters Score -384479.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -384592.468750 Penalty: 2753.055420
	Iteration 7Q: 3 clusters Score -384592.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -384671.187500 Penalty: 2753.055420
	Iteration 8Q: 3 clusters Score -384671.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -384729.031250 Penalty: 2753.055420
	Iteration 9Q: 3 clusters Score -384729 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -384773.156250 Penalty: 2753.055420
	Iteration 10Q: 3 clusters Score -384773.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -384808.718750 Penalty: 2753.055420
	Iteration 11Q: 3 clusters Score -384808.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -384839.187500 Penalty: 2753.055420
	Iteration 12Q: 3 clusters Score -384839.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -384864.375000 Penalty: 2753.055420
	Iteration 13Q: 3 clusters Score -384864.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -384885.062500 Penalty: 2753.055420
	Iteration 14Q: 3 clusters Score -384885.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -384918.968750 Penalty: 2753.055420
	Iteration 15Q: 3 clusters Score -384919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -384945.156250 Penalty: 2753.055420
	Iteration 16Q: 3 clusters Score -384945.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -384983.968750 Penalty: 2753.055420
	Iteration 17Q: 3 clusters Score -384984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -385026.062500 Penalty: 2753.055420
	Iteration 18Q: 3 clusters Score -385026.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -385060.218750 Penalty: 2753.055420
	Iteration 19Q: 3 clusters Score -385060.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -385093.031250 Penalty: 2753.055420
	Iteration 20F: 3 clusters Score -385093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -385116.750000 Penalty: 2753.055420
	Iteration 21Q: 3 clusters Score -385116.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -385141.718750 Penalty: 2753.055420
	Iteration 22Q: 3 clusters Score -385141.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -385166.468750 Penalty: 2753.055420
	Iteration 23Q: 3 clusters Score -385166.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -385179.781250 Penalty: 2753.055420
	Iteration 24Q: 3 clusters Score -385179.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -385191.375000 Penalty: 2753.055420
	Iteration 25Q: 3 clusters Score -385191.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -385206.343750 Penalty: 2753.055420
	Iteration 26Q: 3 clusters Score -385206.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -385218.156250 Penalty: 2753.055420
	Iteration 27Q: 3 clusters Score -385218.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -385224.187500 Penalty: 2753.055420
	Iteration 28Q: 3 clusters Score -385224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -385229.156250 Penalty: 2753.055420
	Iteration 29Q: 3 clusters Score -385229.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -385231.531250 Penalty: 2753.055420
	Iteration 30Q: 3 clusters Score -385231.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -385236.062500 Penalty: 2753.055420
	Iteration 31Q: 3 clusters Score -385236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -385239.687500 Penalty: 2753.055420
	Iteration 32Q: 3 clusters Score -385239.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -385242.937500 Penalty: 2753.055420
	Iteration 33Q: 3 clusters Score -385242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -385248.562500 Penalty: 2753.055420
	Iteration 34Q: 3 clusters Score -385248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -385254.781250 Penalty: 2753.055420
	Iteration 35Q: 3 clusters Score -385254.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -385263.312500 Penalty: 2753.055420
	Iteration 36Q: 3 clusters Score -385263.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -385270.281250 Penalty: 2753.055420
	Iteration 37Q: 3 clusters Score -385270.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -385273.687500 Penalty: 2753.055420
	Iteration 38Q: 3 clusters Score -385273.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -385277.875000 Penalty: 2753.055420
	Iteration 39Q: 3 clusters Score -385277.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -385281.531250 Penalty: 2753.055420
	Iteration 40F: 3 clusters Score -385281.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -385284.781250 Penalty: 2753.055420
	Iteration 41Q: 3 clusters Score -385284.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -385286.218750 Penalty: 2753.055420
	Iteration 42Q: 3 clusters Score -385286.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -385287.968750 Penalty: 2753.055420
	Iteration 43Q: 3 clusters Score -385288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -385287.875000 Penalty: 2753.055420
	Iteration 44Q: 3 clusters Score -385287.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -385287.968750 Penalty: 2753.055420
	Iteration 45Q: 3 clusters Score -385288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -385288.531250 Penalty: 2753.055420
	Iteration 46Q: 3 clusters Score -385288.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -385289.218750 Penalty: 2753.055420
	Iteration 47Q: 3 clusters Score -385289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -385289.531250 Penalty: 2753.055420
	Iteration 48Q: 3 clusters Score -385289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -385290.093750 Penalty: 2753.055420
	Iteration 49Q: 3 clusters Score -385290.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -385290.093750 Penalty: 2753.055420
	Iteration 50F: 3 clusters Score -385290.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -234615.218750 Penalty: 1277.780884
	Iteration 0F: 2 clusters Score -234615.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -232130.843750 Penalty: 2555.561768
	Iteration 0F: 3 clusters Score -232130.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -232748.515625 Penalty: 2555.561768
	Iteration 1F: 3 clusters Score -232748.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -232889.828125 Penalty: 2555.561768
	Iteration 2F: 3 clusters Score -232889.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -232970.531250 Penalty: 2555.561768
	Iteration 3F: 3 clusters Score -232970.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -233029.953125 Penalty: 2555.561768
	Iteration 4Q: 3 clusters Score -233030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -233083.359375 Penalty: 2555.561768
	Iteration 5Q: 3 clusters Score -233083.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -233143.203125 Penalty: 2555.561768
	Iteration 6Q: 3 clusters Score -233143.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -233210.296875 Penalty: 2555.561768
	Iteration 7Q: 3 clusters Score -233210.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -233274.312500 Penalty: 2555.561768
	Iteration 8Q: 3 clusters Score -233274.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -233324.968750 Penalty: 2555.561768
	Iteration 9Q: 3 clusters Score -233325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -233383.390625 Penalty: 2555.561768
	Iteration 10Q: 3 clusters Score -233383.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -233432.515625 Penalty: 2555.561768
	Iteration 11Q: 3 clusters Score -233432.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233474.328125 Penalty: 2555.561768
	Iteration 12Q: 3 clusters Score -233474.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -233505.437500 Penalty: 2555.561768
	Iteration 13Q: 3 clusters Score -233505.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -233538.187500 Penalty: 2555.561768
	Iteration 14Q: 3 clusters Score -233538.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -233565.343750 Penalty: 2555.561768
	Iteration 15Q: 3 clusters Score -233565.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -233589.546875 Penalty: 2555.561768
	Iteration 16Q: 3 clusters Score -233589.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233609.984375 Penalty: 2555.561768
	Iteration 17Q: 3 clusters Score -233610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -233619.328125 Penalty: 2555.561768
	Iteration 18Q: 3 clusters Score -233619.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -233622.687500 Penalty: 2555.561768
	Iteration 19Q: 3 clusters Score -233622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -233624.453125 Penalty: 2555.561768
	Iteration 20F: 3 clusters Score -233624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -233627.015625 Penalty: 2555.561768
	Iteration 21Q: 3 clusters Score -233627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -233627.750000 Penalty: 2555.561768
	Iteration 22Q: 3 clusters Score -233627.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -233628.656250 Penalty: 2555.561768
	Iteration 23Q: 3 clusters Score -233628.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -233629.593750 Penalty: 2555.561768
	Iteration 24Q: 3 clusters Score -233629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -233631.125000 Penalty: 2555.561768
	Iteration 25Q: 3 clusters Score -233631.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -233633.437500 Penalty: 2555.561768
	Iteration 26Q: 3 clusters Score -233633.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -233634.265625 Penalty: 2555.561768
	Iteration 27Q: 3 clusters Score -233634.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -233634.265625 Penalty: 2555.561768
	Iteration 28F: 3 clusters Score -233634.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -118714.695312 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -118714.7 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 710 members 
Entering Unmasked Estep 
Score: -117037.578125 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -117037.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -117417.125000 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -117417.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -117528.531250 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -117528.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117585.328125 Penalty: 2358.296631
	Iteration 3Q: 3 clusters Score -117585.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -117626.828125 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -117626.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117652.640625 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -117652.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -117669.984375 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -117670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -117690.351562 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -117690.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117716.929688 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -117716.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -117733.671875 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -117733.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117747.250000 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -117747.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -117759.578125 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -117759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -117766.054688 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -117766.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -117773.351562 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -117773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -117774.562500 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -117774.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117775.468750 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -117775.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117777.281250 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -117777.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117779.585938 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -117779.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117783.531250 Penalty: 2358.296631
	Iteration 18Q: 3 clusters Score -117783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117790.101562 Penalty: 2358.296631
	Iteration 19Q: 3 clusters Score -117790.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117796.062500 Penalty: 2358.296631
	Iteration 20F: 3 clusters Score -117796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117802.273438 Penalty: 2358.296631
	Iteration 21Q: 3 clusters Score -117802.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -117811.031250 Penalty: 2358.296631
	Iteration 22Q: 3 clusters Score -117811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117818.937500 Penalty: 2358.296631
	Iteration 23Q: 3 clusters Score -117818.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -117821.476562 Penalty: 2358.296631
	Iteration 24Q: 3 clusters Score -117821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -117823.953125 Penalty: 2358.296631
	Iteration 25Q: 3 clusters Score -117824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117825.945312 Penalty: 2358.296631
	Iteration 26Q: 3 clusters Score -117825.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117827.234375 Penalty: 2358.296631
	Iteration 27Q: 3 clusters Score -117827.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117827.593750 Penalty: 2358.296631
	Iteration 28Q: 3 clusters Score -117827.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -117827.593750 Penalty: 2358.296631
	Iteration 29F: 3 clusters Score -117827.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Entering Unmasked Estep 
Score: -1659404.625000 Penalty: 1595.094604
	Iteration 0F: 2 clusters Score -1659405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1646813.250000 Penalty: 3190.189209
	Iteration 0F: 3 clusters Score -1646813 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1651250.625000 Penalty: 3190.189209
	Iteration 1F: 3 clusters Score -1651251 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1651597.000000 Penalty: 3190.189209
	Iteration 2F: 3 clusters Score -1651597 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1651886.625000 Penalty: 3190.189209
	Iteration 3Q: 3 clusters Score -1651887 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1652198.250000 Penalty: 3190.189209
	Iteration 4Q: 3 clusters Score -1652198 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1652511.875000 Penalty: 3190.189209
	Iteration 5Q: 3 clusters Score -1652512 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1652843.625000 Penalty: 3190.189209
	Iteration 6Q: 3 clusters Score -1652844 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1653231.750000 Penalty: 3190.189209
	Iteration 7Q: 3 clusters Score -1653232 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1653700.750000 Penalty: 3190.189209
	Iteration 8Q: 3 clusters Score -1653701 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1654342.000000 Penalty: 3190.189209
	Iteration 9F: 3 clusters Score -1654342 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1655055.000000 Penalty: 3190.189209
	Iteration 10F: 3 clusters Score -1655055 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -1655801.000000 Penalty: 3190.189209
	Iteration 11F: 3 clusters Score -1655801 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1656448.000000 Penalty: 3190.189209
	Iteration 12Q: 3 clusters Score -1656448 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1656966.125000 Penalty: 3190.189209
	Iteration 13Q: 3 clusters Score -1656966 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1657314.250000 Penalty: 3190.189209
	Iteration 14Q: 3 clusters Score -1657314 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1657566.875000 Penalty: 3190.189209
	Iteration 15Q: 3 clusters Score -1657567 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1657747.375000 Penalty: 3190.189209
	Iteration 16Q: 3 clusters Score -1657747 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1657883.125000 Penalty: 3190.189209
	Iteration 17Q: 3 clusters Score -1657883 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1657991.125000 Penalty: 3190.189209
	Iteration 18Q: 3 clusters Score -1657991 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -1658071.750000 Penalty: 3190.189209
	Iteration 19Q: 3 clusters Score -1658072 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1658131.125000 Penalty: 3190.189209
	Iteration 20F: 3 clusters Score -1658131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1658166.875000 Penalty: 3190.189209
	Iteration 21Q: 3 clusters Score -1658167 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1658191.875000 Penalty: 3190.189209
	Iteration 22Q: 3 clusters Score -1658192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1658218.500000 Penalty: 3190.189209
	Iteration 23Q: 3 clusters Score -1658218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -1658237.250000 Penalty: 3190.189209
	Iteration 24Q: 3 clusters Score -1658237 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -1658253.625000 Penalty: 3190.189209
	Iteration 25Q: 3 clusters Score -1658254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -1658261.625000 Penalty: 3190.189209
	Iteration 26Q: 3 clusters Score -1658262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1658264.375000 Penalty: 3190.189209
	Iteration 27Q: 3 clusters Score -1658264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -1658268.125000 Penalty: 3190.189209
	Iteration 28Q: 3 clusters Score -1658268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1658271.750000 Penalty: 3190.189209
	Iteration 29Q: 3 clusters Score -1658272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1658273.375000 Penalty: 3190.189209
	Iteration 30Q: 3 clusters Score -1658273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1658275.625000 Penalty: 3190.189209
	Iteration 31Q: 3 clusters Score -1658276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1658275.000000 Penalty: 3190.189209
	Iteration 32Q: 3 clusters Score -1658275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1658278.125000 Penalty: 3190.189209
	Iteration 33Q: 3 clusters Score -1658278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1658279.750000 Penalty: 3190.189209
	Iteration 34Q: 3 clusters Score -1658280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -1658278.125000 Penalty: 3190.189209
	Iteration 35Q: 3 clusters Score -1658278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1658281.125000 Penalty: 3190.189209
	Iteration 36Q: 3 clusters Score -1658281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1658282.000000 Penalty: 3190.189209
	Iteration 37Q: 3 clusters Score -1658282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -1658282.000000 Penalty: 3190.189209
	Iteration 38F: 3 clusters Score -1658282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -719648.812500 Penalty: 1462.678711
	Iteration 0F: 2 clusters Score -719648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -713714.750000 Penalty: 2925.357422
	Iteration 0F: 3 clusters Score -713714.8 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -715534.062500 Penalty: 2925.357422
	Iteration 1F: 3 clusters Score -715534.1 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -715801.437500 Penalty: 2925.357422
	Iteration 2F: 3 clusters Score -715801.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -716032.000000 Penalty: 2925.357422
	Iteration 3F: 3 clusters Score -716032 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -716280.000000 Penalty: 2925.357422
	Iteration 4F: 3 clusters Score -716280 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -716518.187500 Penalty: 2925.357422
	Iteration 5F: 3 clusters Score -716518.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -716770.437500 Penalty: 2925.357422
	Iteration 6Q: 3 clusters Score -716770.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -717060.625000 Penalty: 2925.357422
	Iteration 7Q: 3 clusters Score -717060.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -717389.562500 Penalty: 2925.357422
	Iteration 8F: 3 clusters Score -717389.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -717699.937500 Penalty: 2925.357422
	Iteration 9Q: 3 clusters Score -717699.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -717960.062500 Penalty: 2925.357422
	Iteration 10Q: 3 clusters Score -717960.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -718178.250000 Penalty: 2925.357422
	Iteration 11Q: 3 clusters Score -718178.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -718366.437500 Penalty: 2925.357422
	Iteration 12Q: 3 clusters Score -718366.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -718544.187500 Penalty: 2925.357422
	Iteration 13Q: 3 clusters Score -718544.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718701.125000 Penalty: 2925.357422
	Iteration 14Q: 3 clusters Score -718701.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -718810.812500 Penalty: 2925.357422
	Iteration 15Q: 3 clusters Score -718810.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -718862.125000 Penalty: 2925.357422
	Iteration 16Q: 3 clusters Score -718862.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -718899.500000 Penalty: 2925.357422
	Iteration 17Q: 3 clusters Score -718899.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -718929.125000 Penalty: 2925.357422
	Iteration 18Q: 3 clusters Score -718929.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -718948.375000 Penalty: 2925.357422
	Iteration 19Q: 3 clusters Score -718948.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -718963.125000 Penalty: 2925.357422
	Iteration 20F: 3 clusters Score -718963.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -718970.750000 Penalty: 2925.357422
	Iteration 21Q: 3 clusters Score -718970.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -718975.875000 Penalty: 2925.357422
	Iteration 22Q: 3 clusters Score -718975.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -718977.312500 Penalty: 2925.357422
	Iteration 23Q: 3 clusters Score -718977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -718979.437500 Penalty: 2925.357422
	Iteration 24Q: 3 clusters Score -718979.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -718984.562500 Penalty: 2925.357422
	Iteration 25Q: 3 clusters Score -718984.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -718985.125000 Penalty: 2925.357422
	Iteration 26Q: 3 clusters Score -718985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -718986.687500 Penalty: 2925.357422
	Iteration 27Q: 3 clusters Score -718986.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -718989.250000 Penalty: 2925.357422
	Iteration 28Q: 3 clusters Score -718989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -718989.312500 Penalty: 2925.357422
	Iteration 29Q: 3 clusters Score -718989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -718991.750000 Penalty: 2925.357422
	Iteration 30Q: 3 clusters Score -718991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -718990.562500 Penalty: 2925.357422
	Iteration 31Q: 3 clusters Score -718990.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -718991.937500 Penalty: 2925.357422
	Iteration 32Q: 3 clusters Score -718991.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718991.500000 Penalty: 2925.357422
	Iteration 33Q: 3 clusters Score -718991.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -718991.500000 Penalty: 2925.357422
	Iteration 34F: 3 clusters Score -718991.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -517435.968750 Penalty: 1409.362427
	Iteration 0F: 2 clusters Score -517436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -512923.843750 Penalty: 2818.724854
	Iteration 0F: 3 clusters Score -512923.8 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -514469.562500 Penalty: 2818.724854
	Iteration 1F: 3 clusters Score -514469.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -514772.375000 Penalty: 2818.724854
	Iteration 2F: 3 clusters Score -514772.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -514998.968750 Penalty: 2818.724854
	Iteration 3F: 3 clusters Score -514999 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -515197.468750 Penalty: 2818.724854
	Iteration 4F: 3 clusters Score -515197.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -515342.281250 Penalty: 2818.724854
	Iteration 5Q: 3 clusters Score -515342.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -515465.500000 Penalty: 2818.724854
	Iteration 6Q: 3 clusters Score -515465.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -515565.468750 Penalty: 2818.724854
	Iteration 7Q: 3 clusters Score -515565.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -515654.312500 Penalty: 2818.724854
	Iteration 8Q: 3 clusters Score -515654.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -515734.031250 Penalty: 2818.724854
	Iteration 9Q: 3 clusters Score -515734 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -515795.750000 Penalty: 2818.724854
	Iteration 10Q: 3 clusters Score -515795.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -515851.656250 Penalty: 2818.724854
	Iteration 11Q: 3 clusters Score -515851.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -515903.125000 Penalty: 2818.724854
	Iteration 12Q: 3 clusters Score -515903.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -515941.906250 Penalty: 2818.724854
	Iteration 13Q: 3 clusters Score -515941.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -515979.437500 Penalty: 2818.724854
	Iteration 14Q: 3 clusters Score -515979.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -516012.656250 Penalty: 2818.724854
	Iteration 15Q: 3 clusters Score -516012.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -516043.562500 Penalty: 2818.724854
	Iteration 16Q: 3 clusters Score -516043.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -516070.781250 Penalty: 2818.724854
	Iteration 17Q: 3 clusters Score -516070.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -516100.593750 Penalty: 2818.724854
	Iteration 18Q: 3 clusters Score -516100.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -516136.000000 Penalty: 2818.724854
	Iteration 19Q: 3 clusters Score -516136 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -516171.375000 Penalty: 2818.724854
	Iteration 20F: 3 clusters Score -516171.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -516209.437500 Penalty: 2818.724854
	Iteration 21Q: 3 clusters Score -516209.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -516252.187500 Penalty: 2818.724854
	Iteration 22Q: 3 clusters Score -516252.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -516303.531250 Penalty: 2818.724854
	Iteration 23Q: 3 clusters Score -516303.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -516353.843750 Penalty: 2818.724854
	Iteration 24Q: 3 clusters Score -516353.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -516391.718750 Penalty: 2818.724854
	Iteration 25Q: 3 clusters Score -516391.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -516420.687500 Penalty: 2818.724854
	Iteration 26Q: 3 clusters Score -516420.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -516445.125000 Penalty: 2818.724854
	Iteration 27Q: 3 clusters Score -516445.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -516463.406250 Penalty: 2818.724854
	Iteration 28Q: 3 clusters Score -516463.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -516477.531250 Penalty: 2818.724854
	Iteration 29Q: 3 clusters Score -516477.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -516485.281250 Penalty: 2818.724854
	Iteration 30Q: 3 clusters Score -516485.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -516492.125000 Penalty: 2818.724854
	Iteration 31Q: 3 clusters Score -516492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -516500.750000 Penalty: 2818.724854
	Iteration 32Q: 3 clusters Score -516500.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -516509.406250 Penalty: 2818.724854
	Iteration 33Q: 3 clusters Score -516509.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -516518.656250 Penalty: 2818.724854
	Iteration 34Q: 3 clusters Score -516518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -516521.968750 Penalty: 2818.724854
	Iteration 35Q: 3 clusters Score -516522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -516523.500000 Penalty: 2818.724854
	Iteration 36Q: 3 clusters Score -516523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -516524.343750 Penalty: 2818.724854
	Iteration 37Q: 3 clusters Score -516524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -516527.031250 Penalty: 2818.724854
	Iteration 38Q: 3 clusters Score -516527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -516528.875000 Penalty: 2818.724854
	Iteration 39Q: 3 clusters Score -516528.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -516530.250000 Penalty: 2818.724854
	Iteration 40F: 3 clusters Score -516530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Entering Unmasked Estep 
Score: -322598.437500 Penalty: 1328.983154
	Iteration 0F: 2 clusters Score -322598.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -319535.343750 Penalty: 2657.966309
	Iteration 0F: 3 clusters Score -319535.3 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -320277.843750 Penalty: 2657.966309
	Iteration 1F: 3 clusters Score -320277.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -320419.687500 Penalty: 2657.966309
	Iteration 2F: 3 clusters Score -320419.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -320506.906250 Penalty: 2657.966309
	Iteration 3Q: 3 clusters Score -320506.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -320575.250000 Penalty: 2657.966309
	Iteration 4Q: 3 clusters Score -320575.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -320632.625000 Penalty: 2657.966309
	Iteration 5Q: 3 clusters Score -320632.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -320687.843750 Penalty: 2657.966309
	Iteration 6Q: 3 clusters Score -320687.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -320760.250000 Penalty: 2657.966309
	Iteration 7Q: 3 clusters Score -320760.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -320836.937500 Penalty: 2657.966309
	Iteration 8Q: 3 clusters Score -320836.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -320909.781250 Penalty: 2657.966309
	Iteration 9Q: 3 clusters Score -320909.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -320990.906250 Penalty: 2657.966309
	Iteration 10Q: 3 clusters Score -320990.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -321080.500000 Penalty: 2657.966309
	Iteration 11Q: 3 clusters Score -321080.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -321162.468750 Penalty: 2657.966309
	Iteration 12Q: 3 clusters Score -321162.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -321249.156250 Penalty: 2657.966309
	Iteration 13Q: 3 clusters Score -321249.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -321320.906250 Penalty: 2657.966309
	Iteration 14Q: 3 clusters Score -321320.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -321399.093750 Penalty: 2657.966309
	Iteration 15Q: 3 clusters Score -321399.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -321492.625000 Penalty: 2657.966309
	Iteration 16Q: 3 clusters Score -321492.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -321598.687500 Penalty: 2657.966309
	Iteration 17Q: 3 clusters Score -321598.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -321730.375000 Penalty: 2657.966309
	Iteration 18Q: 3 clusters Score -321730.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -321860.812500 Penalty: 2657.966309
	Iteration 19Q: 3 clusters Score -321860.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -321943.281250 Penalty: 2657.966309
	Iteration 20F: 3 clusters Score -321943.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -322003.750000 Penalty: 2657.966309
	Iteration 21Q: 3 clusters Score -322003.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -322052.187500 Penalty: 2657.966309
	Iteration 22Q: 3 clusters Score -322052.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -322084.031250 Penalty: 2657.966309
	Iteration 23Q: 3 clusters Score -322084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -322111.156250 Penalty: 2657.966309
	Iteration 24Q: 3 clusters Score -322111.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -322129.906250 Penalty: 2657.966309
	Iteration 25Q: 3 clusters Score -322129.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -322144.250000 Penalty: 2657.966309
	Iteration 26Q: 3 clusters Score -322144.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -322154.437500 Penalty: 2657.966309
	Iteration 27Q: 3 clusters Score -322154.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -322161.250000 Penalty: 2657.966309
	Iteration 28Q: 3 clusters Score -322161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -322167.375000 Penalty: 2657.966309
	Iteration 29Q: 3 clusters Score -322167.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -322171.406250 Penalty: 2657.966309
	Iteration 30Q: 3 clusters Score -322171.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -322176.906250 Penalty: 2657.966309
	Iteration 31Q: 3 clusters Score -322176.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -322179.468750 Penalty: 2657.966309
	Iteration 32Q: 3 clusters Score -322179.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -322182.281250 Penalty: 2657.966309
	Iteration 33Q: 3 clusters Score -322182.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -322185.156250 Penalty: 2657.966309
	Iteration 34Q: 3 clusters Score -322185.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -322189.187500 Penalty: 2657.966309
	Iteration 35Q: 3 clusters Score -322189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -322190.281250 Penalty: 2657.966309
	Iteration 36Q: 3 clusters Score -322190.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -322191.031250 Penalty: 2657.966309
	Iteration 37Q: 3 clusters Score -322191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -322191.875000 Penalty: 2657.966309
	Iteration 38Q: 3 clusters Score -322191.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -322192.625000 Penalty: 2657.966309
	Iteration 39Q: 3 clusters Score -322192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -322193.062500 Penalty: 2657.966309
	Iteration 40F: 3 clusters Score -322193.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -322193.500000 Penalty: 2657.966309
	Iteration 41Q: 3 clusters Score -322193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -322194.187500 Penalty: 2657.966309
	Iteration 42Q: 3 clusters Score -322194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -322194.968750 Penalty: 2657.966309
	Iteration 43Q: 3 clusters Score -322195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -322195.312500 Penalty: 2657.966309
	Iteration 44Q: 3 clusters Score -322195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -322195.906250 Penalty: 2657.966309
	Iteration 45Q: 3 clusters Score -322195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -322195.906250 Penalty: 2657.966309
	Iteration 46F: 3 clusters Score -322195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Entering Unmasked Estep 
Score: -430687.781250 Penalty: 1372.600220
	Iteration 0F: 2 clusters Score -430687.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -426939.250000 Penalty: 2745.200439
	Iteration 0F: 3 clusters Score -426939.2 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -427876.718750 Penalty: 2745.200439
	Iteration 1F: 3 clusters Score -427876.7 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -428035.656250 Penalty: 2745.200439
	Iteration 2F: 3 clusters Score -428035.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -428136.750000 Penalty: 2745.200439
	Iteration 3Q: 3 clusters Score -428136.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -428197.093750 Penalty: 2745.200439
	Iteration 4Q: 3 clusters Score -428197.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -428247.031250 Penalty: 2745.200439
	Iteration 5Q: 3 clusters Score -428247 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -428290.781250 Penalty: 2745.200439
	Iteration 6Q: 3 clusters Score -428290.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -428336.000000 Penalty: 2745.200439
	Iteration 7Q: 3 clusters Score -428336 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -428378.093750 Penalty: 2745.200439
	Iteration 8Q: 3 clusters Score -428378.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -428418.437500 Penalty: 2745.200439
	Iteration 9Q: 3 clusters Score -428418.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -428460.062500 Penalty: 2745.200439
	Iteration 10Q: 3 clusters Score -428460.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -428498.625000 Penalty: 2745.200439
	Iteration 11Q: 3 clusters Score -428498.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -428542.875000 Penalty: 2745.200439
	Iteration 12Q: 3 clusters Score -428542.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -428601.656250 Penalty: 2745.200439
	Iteration 13Q: 3 clusters Score -428601.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -428660.656250 Penalty: 2745.200439
	Iteration 14Q: 3 clusters Score -428660.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -428725.281250 Penalty: 2745.200439
	Iteration 15Q: 3 clusters Score -428725.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -428795.312500 Penalty: 2745.200439
	Iteration 16Q: 3 clusters Score -428795.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -428867.843750 Penalty: 2745.200439
	Iteration 17Q: 3 clusters Score -428867.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -428947.218750 Penalty: 2745.200439
	Iteration 18Q: 3 clusters Score -428947.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -429033.500000 Penalty: 2745.200439
	Iteration 19Q: 3 clusters Score -429033.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -429118.281250 Penalty: 2745.200439
	Iteration 20F: 3 clusters Score -429118.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -429182.187500 Penalty: 2745.200439
	Iteration 21Q: 3 clusters Score -429182.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -429244.281250 Penalty: 2745.200439
	Iteration 22Q: 3 clusters Score -429244.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -429291.718750 Penalty: 2745.200439
	Iteration 23Q: 3 clusters Score -429291.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -429322.031250 Penalty: 2745.200439
	Iteration 24Q: 3 clusters Score -429322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -429346.875000 Penalty: 2745.200439
	Iteration 25Q: 3 clusters Score -429346.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -429364.062500 Penalty: 2745.200439
	Iteration 26Q: 3 clusters Score -429364.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -429384.218750 Penalty: 2745.200439
	Iteration 27Q: 3 clusters Score -429384.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -429401.281250 Penalty: 2745.200439
	Iteration 28Q: 3 clusters Score -429401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -429412.843750 Penalty: 2745.200439
	Iteration 29Q: 3 clusters Score -429412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -429424.156250 Penalty: 2745.200439
	Iteration 30Q: 3 clusters Score -429424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -429427.968750 Penalty: 2745.200439
	Iteration 31Q: 3 clusters Score -429428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -429435.187500 Penalty: 2745.200439
	Iteration 32Q: 3 clusters Score -429435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -429437.437500 Penalty: 2745.200439
	Iteration 33Q: 3 clusters Score -429437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -429438.875000 Penalty: 2745.200439
	Iteration 34Q: 3 clusters Score -429438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -429440.625000 Penalty: 2745.200439
	Iteration 35Q: 3 clusters Score -429440.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -429443.750000 Penalty: 2745.200439
	Iteration 36Q: 3 clusters Score -429443.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -429445.781250 Penalty: 2745.200439
	Iteration 37Q: 3 clusters Score -429445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -429447.031250 Penalty: 2745.200439
	Iteration 38Q: 3 clusters Score -429447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -429448.812500 Penalty: 2745.200439
	Iteration 39Q: 3 clusters Score -429448.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -429448.812500 Penalty: 2745.200439
	Iteration 40F: 3 clusters Score -429448.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Entering Unmasked Estep 
Score: -2981718.000000 Penalty: 1691.669800
	Iteration 0F: 2 clusters Score -2981718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2959376.000000 Penalty: 3383.339600
	Iteration 0F: 3 clusters Score -2959376 nChanged 15252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2967771.000000 Penalty: 3383.339600
	Iteration 1F: 3 clusters Score -2967771 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2968297.000000 Penalty: 3383.339600
	Iteration 2Q: 3 clusters Score -2968297 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2968772.500000 Penalty: 3383.339600
	Iteration 3Q: 3 clusters Score -2968772 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2969394.000000 Penalty: 3383.339600
	Iteration 4Q: 3 clusters Score -2969394 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2970224.500000 Penalty: 3383.339600
	Iteration 5F: 3 clusters Score -2970224 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -2971389.750000 Penalty: 3383.339600
	Iteration 6F: 3 clusters Score -2971390 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2973004.000000 Penalty: 3383.339600
	Iteration 7F: 3 clusters Score -2973004 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2974949.750000 Penalty: 3383.339600
	Iteration 8F: 3 clusters Score -2974950 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2976829.250000 Penalty: 3383.339600
	Iteration 9F: 3 clusters Score -2976829 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2978211.500000 Penalty: 3383.339600
	Iteration 10Q: 3 clusters Score -2978212 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2979123.500000 Penalty: 3383.339600
	Iteration 11Q: 3 clusters Score -2979124 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2979661.750000 Penalty: 3383.339600
	Iteration 12Q: 3 clusters Score -2979662 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2979913.750000 Penalty: 3383.339600
	Iteration 13Q: 3 clusters Score -2979914 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32778 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -2980046.750000 Penalty: 3383.339600
	Iteration 14Q: 3 clusters Score -2980047 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2980116.500000 Penalty: 3383.339600
	Iteration 15Q: 3 clusters Score -2980116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2980175.750000 Penalty: 3383.339600
	Iteration 16Q: 3 clusters Score -2980176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -2980212.500000 Penalty: 3383.339600
	Iteration 17Q: 3 clusters Score -2980212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2980229.250000 Penalty: 3383.339600
	Iteration 18Q: 3 clusters Score -2980229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2980232.500000 Penalty: 3383.339600
	Iteration 19Q: 3 clusters Score -2980232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2980240.250000 Penalty: 3383.339600
	Iteration 20F: 3 clusters Score -2980240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32929 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2980246.500000 Penalty: 3383.339600
	Iteration 21Q: 3 clusters Score -2980246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2980253.000000 Penalty: 3383.339600
	Iteration 22Q: 3 clusters Score -2980253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2980253.000000 Penalty: 3383.339600
	Iteration 23F: 3 clusters Score -2980253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Entering Unmasked Estep 
Score: -512256.375000 Penalty: 1406.529053
	Iteration 0F: 2 clusters Score -512256.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -507809.000000 Penalty: 2813.058105
	Iteration 0F: 3 clusters Score -507809 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -509163.218750 Penalty: 2813.058105
	Iteration 1F: 3 clusters Score -509163.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -509424.281250 Penalty: 2813.058105
	Iteration 2F: 3 clusters Score -509424.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -509641.000000 Penalty: 2813.058105
	Iteration 3F: 3 clusters Score -509641 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -509862.718750 Penalty: 2813.058105
	Iteration 4F: 3 clusters Score -509862.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -510066.937500 Penalty: 2813.058105
	Iteration 5F: 3 clusters Score -510066.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -510290.437500 Penalty: 2813.058105
	Iteration 6F: 3 clusters Score -510290.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -510536.687500 Penalty: 2813.058105
	Iteration 7F: 3 clusters Score -510536.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -510805.843750 Penalty: 2813.058105
	Iteration 8Q: 3 clusters Score -510805.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -511059.531250 Penalty: 2813.058105
	Iteration 9Q: 3 clusters Score -511059.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -511236.406250 Penalty: 2813.058105
	Iteration 10Q: 3 clusters Score -511236.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -511345.281250 Penalty: 2813.058105
	Iteration 11Q: 3 clusters Score -511345.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -511423.437500 Penalty: 2813.058105
	Iteration 12Q: 3 clusters Score -511423.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -511468.406250 Penalty: 2813.058105
	Iteration 13Q: 3 clusters Score -511468.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -511505.250000 Penalty: 2813.058105
	Iteration 14Q: 3 clusters Score -511505.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -511530.843750 Penalty: 2813.058105
	Iteration 15Q: 3 clusters Score -511530.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -511552.812500 Penalty: 2813.058105
	Iteration 16Q: 3 clusters Score -511552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -511568.718750 Penalty: 2813.058105
	Iteration 17Q: 3 clusters Score -511568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -511578.718750 Penalty: 2813.058105
	Iteration 18Q: 3 clusters Score -511578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -511585.562500 Penalty: 2813.058105
	Iteration 19Q: 3 clusters Score -511585.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -511591.718750 Penalty: 2813.058105
	Iteration 20F: 3 clusters Score -511591.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -511596.187500 Penalty: 2813.058105
	Iteration 21Q: 3 clusters Score -511596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -511597.343750 Penalty: 2813.058105
	Iteration 22Q: 3 clusters Score -511597.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -511599.843750 Penalty: 2813.058105
	Iteration 23Q: 3 clusters Score -511599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -511604.031250 Penalty: 2813.058105
	Iteration 24Q: 3 clusters Score -511604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -511608.031250 Penalty: 2813.058105
	Iteration 25Q: 3 clusters Score -511608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -511609.812500 Penalty: 2813.058105
	Iteration 26Q: 3 clusters Score -511609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -511610.781250 Penalty: 2813.058105
	Iteration 27Q: 3 clusters Score -511610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -511610.875000 Penalty: 2813.058105
	Iteration 28Q: 3 clusters Score -511610.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -511610.875000 Penalty: 2813.058105
	Iteration 29F: 3 clusters Score -511610.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -311975.187500 Penalty: 1327.148682
	Iteration 0F: 2 clusters Score -311975.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -308923.125000 Penalty: 2654.297363
	Iteration 0F: 3 clusters Score -308923.1 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -309707.406250 Penalty: 2654.297363
	Iteration 1F: 3 clusters Score -309707.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -309911.750000 Penalty: 2654.297363
	Iteration 2F: 3 clusters Score -309911.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -310053.343750 Penalty: 2654.297363
	Iteration 3F: 3 clusters Score -310053.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -310151.375000 Penalty: 2654.297363
	Iteration 4Q: 3 clusters Score -310151.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -310244.750000 Penalty: 2654.297363
	Iteration 5Q: 3 clusters Score -310244.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -310334.875000 Penalty: 2654.297363
	Iteration 6Q: 3 clusters Score -310334.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -310459.531250 Penalty: 2654.297363
	Iteration 7Q: 3 clusters Score -310459.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -310640.406250 Penalty: 2654.297363
	Iteration 8Q: 3 clusters Score -310640.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -310839.281250 Penalty: 2654.297363
	Iteration 9Q: 3 clusters Score -310839.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -311060.187500 Penalty: 2654.297363
	Iteration 10Q: 3 clusters Score -311060.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -311246.125000 Penalty: 2654.297363
	Iteration 11Q: 3 clusters Score -311246.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -311415.687500 Penalty: 2654.297363
	Iteration 12Q: 3 clusters Score -311415.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -311524.718750 Penalty: 2654.297363
	Iteration 13Q: 3 clusters Score -311524.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -311602.875000 Penalty: 2654.297363
	Iteration 14Q: 3 clusters Score -311602.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -311645.562500 Penalty: 2654.297363
	Iteration 15Q: 3 clusters Score -311645.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -311686.156250 Penalty: 2654.297363
	Iteration 16Q: 3 clusters Score -311686.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -311721.156250 Penalty: 2654.297363
	Iteration 17Q: 3 clusters Score -311721.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -311763.250000 Penalty: 2654.297363
	Iteration 18Q: 3 clusters Score -311763.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -311799.593750 Penalty: 2654.297363
	Iteration 19Q: 3 clusters Score -311799.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -311818.718750 Penalty: 2654.297363
	Iteration 20F: 3 clusters Score -311818.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -311829.437500 Penalty: 2654.297363
	Iteration 21Q: 3 clusters Score -311829.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -311843.968750 Penalty: 2654.297363
	Iteration 22Q: 3 clusters Score -311844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -311860.250000 Penalty: 2654.297363
	Iteration 23Q: 3 clusters Score -311860.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -311877.968750 Penalty: 2654.297363
	Iteration 24Q: 3 clusters Score -311878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -311904.281250 Penalty: 2654.297363
	Iteration 25Q: 3 clusters Score -311904.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -311926.406250 Penalty: 2654.297363
	Iteration 26Q: 3 clusters Score -311926.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -311942.843750 Penalty: 2654.297363
	Iteration 27Q: 3 clusters Score -311942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -311951.718750 Penalty: 2654.297363
	Iteration 28Q: 3 clusters Score -311951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -311956.968750 Penalty: 2654.297363
	Iteration 29Q: 3 clusters Score -311957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -311958.687500 Penalty: 2654.297363
	Iteration 30Q: 3 clusters Score -311958.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311960.031250 Penalty: 2654.297363
	Iteration 31Q: 3 clusters Score -311960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311960.656250 Penalty: 2654.297363
	Iteration 32Q: 3 clusters Score -311960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311960.875000 Penalty: 2654.297363
	Iteration 33Q: 3 clusters Score -311960.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311960.875000 Penalty: 2654.297363
	Iteration 34F: 3 clusters Score -311960.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Entering Unmasked Estep 
Score: -2689923.500000 Penalty: 1669.010620
	Iteration 0F: 2 clusters Score -2689924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2670509.250000 Penalty: 3338.021240
	Iteration 0F: 3 clusters Score -2670509 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2677940.250000 Penalty: 3338.021240
	Iteration 1F: 3 clusters Score -2677940 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2678363.500000 Penalty: 3338.021240
	Iteration 2Q: 3 clusters Score -2678364 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2678836.750000 Penalty: 3338.021240
	Iteration 3Q: 3 clusters Score -2678837 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2679411.000000 Penalty: 3338.021240
	Iteration 4Q: 3 clusters Score -2679411 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2680079.000000 Penalty: 3338.021240
	Iteration 5Q: 3 clusters Score -2680079 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2680874.250000 Penalty: 3338.021240
	Iteration 6F: 3 clusters Score -2680874 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2681841.250000 Penalty: 3338.021240
	Iteration 7F: 3 clusters Score -2681841 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2682848.000000 Penalty: 3338.021240
	Iteration 8F: 3 clusters Score -2682848 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2683889.750000 Penalty: 3338.021240
	Iteration 9F: 3 clusters Score -2683890 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2684802.000000 Penalty: 3338.021240
	Iteration 10Q: 3 clusters Score -2684802 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2685461.250000 Penalty: 3338.021240
	Iteration 11Q: 3 clusters Score -2685461 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2685995.500000 Penalty: 3338.021240
	Iteration 12Q: 3 clusters Score -2685996 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2686496.250000 Penalty: 3338.021240
	Iteration 13Q: 3 clusters Score -2686496 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -2686909.750000 Penalty: 3338.021240
	Iteration 14Q: 3 clusters Score -2686910 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2687228.250000 Penalty: 3338.021240
	Iteration 15Q: 3 clusters Score -2687228 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2687540.750000 Penalty: 3338.021240
	Iteration 16Q: 3 clusters Score -2687541 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2687799.750000 Penalty: 3338.021240
	Iteration 17Q: 3 clusters Score -2687800 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2688012.000000 Penalty: 3338.021240
	Iteration 18Q: 3 clusters Score -2688012 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2688181.250000 Penalty: 3338.021240
	Iteration 19Q: 3 clusters Score -2688181 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2688339.500000 Penalty: 3338.021240
	Iteration 20F: 3 clusters Score -2688340 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27016 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2688470.750000 Penalty: 3338.021240
	Iteration 21Q: 3 clusters Score -2688471 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2688604.750000 Penalty: 3338.021240
	Iteration 22Q: 3 clusters Score -2688605 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2688752.750000 Penalty: 3338.021240
	Iteration 23Q: 3 clusters Score -2688753 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2688861.750000 Penalty: 3338.021240
	Iteration 24Q: 3 clusters Score -2688862 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2688927.500000 Penalty: 3338.021240
	Iteration 25Q: 3 clusters Score -2688928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2688967.000000 Penalty: 3338.021240
	Iteration 26Q: 3 clusters Score -2688967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2688997.500000 Penalty: 3338.021240
	Iteration 27Q: 3 clusters Score -2688998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2689011.250000 Penalty: 3338.021240
	Iteration 28Q: 3 clusters Score -2689011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2689021.000000 Penalty: 3338.021240
	Iteration 29Q: 3 clusters Score -2689021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2689031.250000 Penalty: 3338.021240
	Iteration 30Q: 3 clusters Score -2689031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2689042.500000 Penalty: 3338.021240
	Iteration 31Q: 3 clusters Score -2689042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2689051.000000 Penalty: 3338.021240
	Iteration 32Q: 3 clusters Score -2689051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2689050.250000 Penalty: 3338.021240
	Iteration 33Q: 3 clusters Score -2689050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2689049.500000 Penalty: 3338.021240
	Iteration 34Q: 3 clusters Score -2689050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2689050.000000 Penalty: 3338.021240
	Iteration 35Q: 3 clusters Score -2689050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2689053.250000 Penalty: 3338.021240
	Iteration 36Q: 3 clusters Score -2689053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2689054.250000 Penalty: 3338.021240
	Iteration 37Q: 3 clusters Score -2689054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2689057.250000 Penalty: 3338.021240
	Iteration 38Q: 3 clusters Score -2689057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2689055.500000 Penalty: 3338.021240
	Iteration 39Q: 3 clusters Score -2689056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2689058.000000 Penalty: 3338.021240
	Iteration 40F: 3 clusters Score -2689058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2689060.250000 Penalty: 3338.021240
	Iteration 41Q: 3 clusters Score -2689060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2689061.500000 Penalty: 3338.021240
	Iteration 42Q: 3 clusters Score -2689062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2689059.750000 Penalty: 3338.021240
	Iteration 43Q: 3 clusters Score -2689060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2689059.750000 Penalty: 3338.021240
	Iteration 44Q: 3 clusters Score -2689060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2689058.250000 Penalty: 3338.021240
	Iteration 45Q: 3 clusters Score -2689058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2689059.000000 Penalty: 3338.021240
	Iteration 46Q: 3 clusters Score -2689059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2689061.750000 Penalty: 3338.021240
	Iteration 47Q: 3 clusters Score -2689062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2689061.750000 Penalty: 3338.021240
	Iteration 48Q: 3 clusters Score -2689062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2689061.250000 Penalty: 3338.021240
	Iteration 49Q: 3 clusters Score -2689061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2689061.250000 Penalty: 3338.021240
	Iteration 50F: 3 clusters Score -2689061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Entering Unmasked Estep 
Score: -120494.523438 Penalty: 1194.979858
	Iteration 0F: 2 clusters Score -120494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118759.289062 Penalty: 2389.959717
	Iteration 0F: 3 clusters Score -118759.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119188.132812 Penalty: 2389.959717
	Iteration 1F: 3 clusters Score -119188.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -119422.781250 Penalty: 2389.959717
	Iteration 2F: 3 clusters Score -119422.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -119670.914062 Penalty: 2389.959717
	Iteration 3F: 3 clusters Score -119670.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -119857.601562 Penalty: 2389.959717
	Iteration 4F: 3 clusters Score -119857.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -119953.093750 Penalty: 2389.959717
	Iteration 5F: 3 clusters Score -119953.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -119996.109375 Penalty: 2389.959717
	Iteration 6Q: 3 clusters Score -119996.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -120023.992188 Penalty: 2389.959717
	Iteration 7Q: 3 clusters Score -120024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -120041.117188 Penalty: 2389.959717
	Iteration 8Q: 3 clusters Score -120041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -120049.921875 Penalty: 2389.959717
	Iteration 9Q: 3 clusters Score -120049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -120057.242188 Penalty: 2389.959717
	Iteration 10Q: 3 clusters Score -120057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -120059.851562 Penalty: 2389.959717
	Iteration 11Q: 3 clusters Score -120059.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -120062.781250 Penalty: 2389.959717
	Iteration 12Q: 3 clusters Score -120062.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -120064.367188 Penalty: 2389.959717
	Iteration 13Q: 3 clusters Score -120064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -120064.421875 Penalty: 2389.959717
	Iteration 14Q: 3 clusters Score -120064.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -120065.093750 Penalty: 2389.959717
	Iteration 15Q: 3 clusters Score -120065.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -120065.960938 Penalty: 2389.959717
	Iteration 16Q: 3 clusters Score -120066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -120065.960938 Penalty: 2389.959717
	Iteration 17F: 3 clusters Score -120066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -183822.062500 Penalty: 1241.832275
	Iteration 0F: 2 clusters Score -183822.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -181716.078125 Penalty: 2483.664551
	Iteration 0F: 3 clusters Score -181716.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -182127.406250 Penalty: 2483.664551
	Iteration 1F: 3 clusters Score -182127.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182227.921875 Penalty: 2483.664551
	Iteration 2F: 3 clusters Score -182227.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -182277.906250 Penalty: 2483.664551
	Iteration 3Q: 3 clusters Score -182277.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -182315.031250 Penalty: 2483.664551
	Iteration 4Q: 3 clusters Score -182315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -182346.562500 Penalty: 2483.664551
	Iteration 5Q: 3 clusters Score -182346.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -182371.968750 Penalty: 2483.664551
	Iteration 6Q: 3 clusters Score -182372 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -182394.109375 Penalty: 2483.664551
	Iteration 7Q: 3 clusters Score -182394.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -182411.687500 Penalty: 2483.664551
	Iteration 8Q: 3 clusters Score -182411.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -182427.718750 Penalty: 2483.664551
	Iteration 9Q: 3 clusters Score -182427.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -182438.484375 Penalty: 2483.664551
	Iteration 10Q: 3 clusters Score -182438.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -182445.328125 Penalty: 2483.664551
	Iteration 11Q: 3 clusters Score -182445.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -182447.500000 Penalty: 2483.664551
	Iteration 12Q: 3 clusters Score -182447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -182451.890625 Penalty: 2483.664551
	Iteration 13Q: 3 clusters Score -182451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -182454.312500 Penalty: 2483.664551
	Iteration 14Q: 3 clusters Score -182454.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -182458.046875 Penalty: 2483.664551
	Iteration 15Q: 3 clusters Score -182458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -182463.015625 Penalty: 2483.664551
	Iteration 16Q: 3 clusters Score -182463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -182469.953125 Penalty: 2483.664551
	Iteration 17Q: 3 clusters Score -182470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -182474.734375 Penalty: 2483.664551
	Iteration 18Q: 3 clusters Score -182474.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -182478.203125 Penalty: 2483.664551
	Iteration 19Q: 3 clusters Score -182478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -182483.265625 Penalty: 2483.664551
	Iteration 20F: 3 clusters Score -182483.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -182490.140625 Penalty: 2483.664551
	Iteration 21Q: 3 clusters Score -182490.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -182496.515625 Penalty: 2483.664551
	Iteration 22Q: 3 clusters Score -182496.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -182502.250000 Penalty: 2483.664551
	Iteration 23Q: 3 clusters Score -182502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -182505.296875 Penalty: 2483.664551
	Iteration 24Q: 3 clusters Score -182505.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -182507.953125 Penalty: 2483.664551
	Iteration 25Q: 3 clusters Score -182508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -182509.484375 Penalty: 2483.664551
	Iteration 26Q: 3 clusters Score -182509.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -182510.984375 Penalty: 2483.664551
	Iteration 27Q: 3 clusters Score -182511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -182512.140625 Penalty: 2483.664551
	Iteration 28Q: 3 clusters Score -182512.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -182515.109375 Penalty: 2483.664551
	Iteration 29Q: 3 clusters Score -182515.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -182518.421875 Penalty: 2483.664551
	Iteration 30Q: 3 clusters Score -182518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -182520.937500 Penalty: 2483.664551
	Iteration 31Q: 3 clusters Score -182520.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -182523.593750 Penalty: 2483.664551
	Iteration 32Q: 3 clusters Score -182523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -182526.078125 Penalty: 2483.664551
	Iteration 33Q: 3 clusters Score -182526.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182528.890625 Penalty: 2483.664551
	Iteration 34Q: 3 clusters Score -182528.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182530.890625 Penalty: 2483.664551
	Iteration 35Q: 3 clusters Score -182530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -182532.328125 Penalty: 2483.664551
	Iteration 36Q: 3 clusters Score -182532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -182535.078125 Penalty: 2483.664551
	Iteration 37Q: 3 clusters Score -182535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -182537.265625 Penalty: 2483.664551
	Iteration 38Q: 3 clusters Score -182537.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -182538.187500 Penalty: 2483.664551
	Iteration 39Q: 3 clusters Score -182538.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -182538.546875 Penalty: 2483.664551
	Iteration 40F: 3 clusters Score -182538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -182540.046875 Penalty: 2483.664551
	Iteration 41Q: 3 clusters Score -182540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -182542.312500 Penalty: 2483.664551
	Iteration 42Q: 3 clusters Score -182542.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -182543.781250 Penalty: 2483.664551
	Iteration 43Q: 3 clusters Score -182543.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -182545.968750 Penalty: 2483.664551
	Iteration 44Q: 3 clusters Score -182546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -182550.609375 Penalty: 2483.664551
	Iteration 45Q: 3 clusters Score -182550.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -182558.171875 Penalty: 2483.664551
	Iteration 46Q: 3 clusters Score -182558.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -182565.734375 Penalty: 2483.664551
	Iteration 47Q: 3 clusters Score -182565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -182567.968750 Penalty: 2483.664551
	Iteration 48Q: 3 clusters Score -182568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -182569.687500 Penalty: 2483.664551
	Iteration 49Q: 3 clusters Score -182569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -182569.843750 Penalty: 2483.664551
	Iteration 50Q: 3 clusters Score -182569.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -182569.843750 Penalty: 2483.664551
	Iteration 51Q: 3 clusters Score -182569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -182569.843750 Penalty: 2483.664551
	Iteration 52F: 3 clusters Score -182569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Entering Unmasked Estep 
Score: -1028591.500000 Penalty: 1520.826538
	Iteration 0F: 2 clusters Score -1028592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1020357.750000 Penalty: 3041.653076
	Iteration 0F: 3 clusters Score -1020358 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1023183.625000 Penalty: 3041.653076
	Iteration 1F: 3 clusters Score -1023184 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1023529.562500 Penalty: 3041.653076
	Iteration 2F: 3 clusters Score -1023530 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1023844.937500 Penalty: 3041.653076
	Iteration 3F: 3 clusters Score -1023845 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1024167.500000 Penalty: 3041.653076
	Iteration 4F: 3 clusters Score -1024168 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1024515.500000 Penalty: 3041.653076
	Iteration 5F: 3 clusters Score -1024516 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1024920.312500 Penalty: 3041.653076
	Iteration 6F: 3 clusters Score -1024920 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1025352.000000 Penalty: 3041.653076
	Iteration 7F: 3 clusters Score -1025352 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1025790.687500 Penalty: 3041.653076
	Iteration 8F: 3 clusters Score -1025791 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1026192.312500 Penalty: 3041.653076
	Iteration 9Q: 3 clusters Score -1026192 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1026523.625000 Penalty: 3041.653076
	Iteration 10Q: 3 clusters Score -1026524 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1026813.375000 Penalty: 3041.653076
	Iteration 11Q: 3 clusters Score -1026813 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1027081.500000 Penalty: 3041.653076
	Iteration 12Q: 3 clusters Score -1027082 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1027301.062500 Penalty: 3041.653076
	Iteration 13Q: 3 clusters Score -1027301 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1027494.125000 Penalty: 3041.653076
	Iteration 14Q: 3 clusters Score -1027494 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1027645.125000 Penalty: 3041.653076
	Iteration 15Q: 3 clusters Score -1027645 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1027776.750000 Penalty: 3041.653076
	Iteration 16Q: 3 clusters Score -1027777 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1027876.500000 Penalty: 3041.653076
	Iteration 17Q: 3 clusters Score -1027876 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1027954.937500 Penalty: 3041.653076
	Iteration 18Q: 3 clusters Score -1027955 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1028016.000000 Penalty: 3041.653076
	Iteration 19Q: 3 clusters Score -1028016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1028056.750000 Penalty: 3041.653076
	Iteration 20F: 3 clusters Score -1028057 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1028087.875000 Penalty: 3041.653076
	Iteration 21Q: 3 clusters Score -1028088 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1028109.625000 Penalty: 3041.653076
	Iteration 22Q: 3 clusters Score -1028110 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1028126.375000 Penalty: 3041.653076
	Iteration 23Q: 3 clusters Score -1028126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1028136.125000 Penalty: 3041.653076
	Iteration 24Q: 3 clusters Score -1028136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1028142.875000 Penalty: 3041.653076
	Iteration 25Q: 3 clusters Score -1028143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1028148.375000 Penalty: 3041.653076
	Iteration 26Q: 3 clusters Score -1028148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1028151.250000 Penalty: 3041.653076
	Iteration 27Q: 3 clusters Score -1028151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1028156.125000 Penalty: 3041.653076
	Iteration 28Q: 3 clusters Score -1028156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1028163.687500 Penalty: 3041.653076
	Iteration 29Q: 3 clusters Score -1028164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1028162.000000 Penalty: 3041.653076
	Iteration 30Q: 3 clusters Score -1028162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1028163.312500 Penalty: 3041.653076
	Iteration 31Q: 3 clusters Score -1028163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1028165.937500 Penalty: 3041.653076
	Iteration 32Q: 3 clusters Score -1028166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1028168.625000 Penalty: 3041.653076
	Iteration 33Q: 3 clusters Score -1028169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1028169.812500 Penalty: 3041.653076
	Iteration 34Q: 3 clusters Score -1028170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1028175.250000 Penalty: 3041.653076
	Iteration 35Q: 3 clusters Score -1028175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1028174.125000 Penalty: 3041.653076
	Iteration 36Q: 3 clusters Score -1028174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1028176.000000 Penalty: 3041.653076
	Iteration 37Q: 3 clusters Score -1028176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1028179.125000 Penalty: 3041.653076
	Iteration 38Q: 3 clusters Score -1028179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1028180.250000 Penalty: 3041.653076
	Iteration 39Q: 3 clusters Score -1028180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1028178.687500 Penalty: 3041.653076
	Iteration 40F: 3 clusters Score -1028179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1028179.187500 Penalty: 3041.653076
	Iteration 41Q: 3 clusters Score -1028179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1028178.437500 Penalty: 3041.653076
	Iteration 42Q: 3 clusters Score -1028178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1028178.437500 Penalty: 3041.653076
	Iteration 43F: 3 clusters Score -1028178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -246301.468750 Penalty: 1293.779297
	Iteration 0F: 2 clusters Score -246301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -243622.390625 Penalty: 2587.558594
	Iteration 0F: 3 clusters Score -243622.4 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -244301.406250 Penalty: 2587.558594
	Iteration 1F: 3 clusters Score -244301.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -244494.390625 Penalty: 2587.558594
	Iteration 2F: 3 clusters Score -244494.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -244644.421875 Penalty: 2587.558594
	Iteration 3F: 3 clusters Score -244644.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -244751.062500 Penalty: 2587.558594
	Iteration 4F: 3 clusters Score -244751.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -244844.625000 Penalty: 2587.558594
	Iteration 5Q: 3 clusters Score -244844.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -244919.031250 Penalty: 2587.558594
	Iteration 6Q: 3 clusters Score -244919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -244982.656250 Penalty: 2587.558594
	Iteration 7Q: 3 clusters Score -244982.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -245021.515625 Penalty: 2587.558594
	Iteration 8Q: 3 clusters Score -245021.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -245062.578125 Penalty: 2587.558594
	Iteration 9Q: 3 clusters Score -245062.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245105.625000 Penalty: 2587.558594
	Iteration 10Q: 3 clusters Score -245105.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -245138.453125 Penalty: 2587.558594
	Iteration 11Q: 3 clusters Score -245138.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -245165.031250 Penalty: 2587.558594
	Iteration 12Q: 3 clusters Score -245165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -245179.453125 Penalty: 2587.558594
	Iteration 13Q: 3 clusters Score -245179.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -245190.921875 Penalty: 2587.558594
	Iteration 14Q: 3 clusters Score -245190.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -245198.265625 Penalty: 2587.558594
	Iteration 15Q: 3 clusters Score -245198.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -245205.296875 Penalty: 2587.558594
	Iteration 16Q: 3 clusters Score -245205.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -245212.296875 Penalty: 2587.558594
	Iteration 17Q: 3 clusters Score -245212.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -245222.000000 Penalty: 2587.558594
	Iteration 18Q: 3 clusters Score -245222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -245233.453125 Penalty: 2587.558594
	Iteration 19Q: 3 clusters Score -245233.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -245240.718750 Penalty: 2587.558594
	Iteration 20F: 3 clusters Score -245240.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245247.078125 Penalty: 2587.558594
	Iteration 21Q: 3 clusters Score -245247.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245250.343750 Penalty: 2587.558594
	Iteration 22Q: 3 clusters Score -245250.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -245254.125000 Penalty: 2587.558594
	Iteration 23Q: 3 clusters Score -245254.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -245257.796875 Penalty: 2587.558594
	Iteration 24Q: 3 clusters Score -245257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245263.562500 Penalty: 2587.558594
	Iteration 25Q: 3 clusters Score -245263.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -245271.984375 Penalty: 2587.558594
	Iteration 26Q: 3 clusters Score -245272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245278.343750 Penalty: 2587.558594
	Iteration 27Q: 3 clusters Score -245278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -245282.015625 Penalty: 2587.558594
	Iteration 28Q: 3 clusters Score -245282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -245285.578125 Penalty: 2587.558594
	Iteration 29Q: 3 clusters Score -245285.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245288.937500 Penalty: 2587.558594
	Iteration 30Q: 3 clusters Score -245288.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -245289.859375 Penalty: 2587.558594
	Iteration 31Q: 3 clusters Score -245289.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -245291.890625 Penalty: 2587.558594
	Iteration 32Q: 3 clusters Score -245291.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -245294.546875 Penalty: 2587.558594
	Iteration 33Q: 3 clusters Score -245294.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -245299.062500 Penalty: 2587.558594
	Iteration 34Q: 3 clusters Score -245299.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -245302.640625 Penalty: 2587.558594
	Iteration 35Q: 3 clusters Score -245302.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -245303.656250 Penalty: 2587.558594
	Iteration 36Q: 3 clusters Score -245303.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245304.531250 Penalty: 2587.558594
	Iteration 37Q: 3 clusters Score -245304.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -245306.484375 Penalty: 2587.558594
	Iteration 38Q: 3 clusters Score -245306.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -245306.796875 Penalty: 2587.558594
	Iteration 39Q: 3 clusters Score -245306.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -245306.796875 Penalty: 2587.558594
	Iteration 40F: 3 clusters Score -245306.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Entering Unmasked Estep 
Score: -603903.687500 Penalty: 1430.922119
	Iteration 0F: 2 clusters Score -603903.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -598875.062500 Penalty: 2861.844238
	Iteration 0F: 3 clusters Score -598875.1 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -600350.687500 Penalty: 2861.844238
	Iteration 1F: 3 clusters Score -600350.7 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -600587.125000 Penalty: 2861.844238
	Iteration 2F: 3 clusters Score -600587.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -600786.375000 Penalty: 2861.844238
	Iteration 3F: 3 clusters Score -600786.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -600946.937500 Penalty: 2861.844238
	Iteration 4Q: 3 clusters Score -600946.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -601068.437500 Penalty: 2861.844238
	Iteration 5Q: 3 clusters Score -601068.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -601187.687500 Penalty: 2861.844238
	Iteration 6Q: 3 clusters Score -601187.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -601326.437500 Penalty: 2861.844238
	Iteration 7Q: 3 clusters Score -601326.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -601474.000000 Penalty: 2861.844238
	Iteration 8Q: 3 clusters Score -601474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -601642.312500 Penalty: 2861.844238
	Iteration 9Q: 3 clusters Score -601642.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -601833.687500 Penalty: 2861.844238
	Iteration 10Q: 3 clusters Score -601833.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -602001.437500 Penalty: 2861.844238
	Iteration 11Q: 3 clusters Score -602001.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -602128.125000 Penalty: 2861.844238
	Iteration 12Q: 3 clusters Score -602128.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -602235.062500 Penalty: 2861.844238
	Iteration 13Q: 3 clusters Score -602235.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -602326.750000 Penalty: 2861.844238
	Iteration 14Q: 3 clusters Score -602326.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -602390.062500 Penalty: 2861.844238
	Iteration 15Q: 3 clusters Score -602390.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -602443.750000 Penalty: 2861.844238
	Iteration 16Q: 3 clusters Score -602443.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -602481.875000 Penalty: 2861.844238
	Iteration 17Q: 3 clusters Score -602481.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -602516.750000 Penalty: 2861.844238
	Iteration 18Q: 3 clusters Score -602516.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -602544.000000 Penalty: 2861.844238
	Iteration 19Q: 3 clusters Score -602544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -602568.125000 Penalty: 2861.844238
	Iteration 20F: 3 clusters Score -602568.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -602588.187500 Penalty: 2861.844238
	Iteration 21Q: 3 clusters Score -602588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -602598.500000 Penalty: 2861.844238
	Iteration 22Q: 3 clusters Score -602598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -602609.375000 Penalty: 2861.844238
	Iteration 23Q: 3 clusters Score -602609.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -602622.625000 Penalty: 2861.844238
	Iteration 24Q: 3 clusters Score -602622.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -602636.187500 Penalty: 2861.844238
	Iteration 25Q: 3 clusters Score -602636.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -602639.000000 Penalty: 2861.844238
	Iteration 26Q: 3 clusters Score -602639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -602643.562500 Penalty: 2861.844238
	Iteration 27Q: 3 clusters Score -602643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -602649.375000 Penalty: 2861.844238
	Iteration 28Q: 3 clusters Score -602649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -602654.625000 Penalty: 2861.844238
	Iteration 29Q: 3 clusters Score -602654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -602661.187500 Penalty: 2861.844238
	Iteration 30Q: 3 clusters Score -602661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -602667.687500 Penalty: 2861.844238
	Iteration 31Q: 3 clusters Score -602667.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -602669.375000 Penalty: 2861.844238
	Iteration 32Q: 3 clusters Score -602669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -602670.500000 Penalty: 2861.844238
	Iteration 33Q: 3 clusters Score -602670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -602672.562500 Penalty: 2861.844238
	Iteration 34Q: 3 clusters Score -602672.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -602672.562500 Penalty: 2861.844238
	Iteration 35F: 3 clusters Score -602672.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -213008.156250 Penalty: 1267.659546
	Iteration 0F: 2 clusters Score -213008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -210614.921875 Penalty: 2535.319092
	Iteration 0F: 3 clusters Score -210614.9 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -211190.796875 Penalty: 2535.319092
	Iteration 1F: 3 clusters Score -211190.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -211328.171875 Penalty: 2535.319092
	Iteration 2F: 3 clusters Score -211328.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -211415.375000 Penalty: 2535.319092
	Iteration 3Q: 3 clusters Score -211415.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -211491.671875 Penalty: 2535.319092
	Iteration 4Q: 3 clusters Score -211491.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -211538.718750 Penalty: 2535.319092
	Iteration 5Q: 3 clusters Score -211538.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -211578.546875 Penalty: 2535.319092
	Iteration 6Q: 3 clusters Score -211578.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -211625.796875 Penalty: 2535.319092
	Iteration 7Q: 3 clusters Score -211625.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211666.812500 Penalty: 2535.319092
	Iteration 8Q: 3 clusters Score -211666.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -211708.515625 Penalty: 2535.319092
	Iteration 9Q: 3 clusters Score -211708.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -211743.593750 Penalty: 2535.319092
	Iteration 10Q: 3 clusters Score -211743.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -211777.859375 Penalty: 2535.319092
	Iteration 11Q: 3 clusters Score -211777.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211810.468750 Penalty: 2535.319092
	Iteration 12Q: 3 clusters Score -211810.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -211860.781250 Penalty: 2535.319092
	Iteration 13Q: 3 clusters Score -211860.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211915.125000 Penalty: 2535.319092
	Iteration 14Q: 3 clusters Score -211915.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -211957.578125 Penalty: 2535.319092
	Iteration 15Q: 3 clusters Score -211957.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -211984.875000 Penalty: 2535.319092
	Iteration 16Q: 3 clusters Score -211984.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -212003.671875 Penalty: 2535.319092
	Iteration 17Q: 3 clusters Score -212003.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -212014.000000 Penalty: 2535.319092
	Iteration 18Q: 3 clusters Score -212014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -212024.437500 Penalty: 2535.319092
	Iteration 19Q: 3 clusters Score -212024.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -212036.578125 Penalty: 2535.319092
	Iteration 20F: 3 clusters Score -212036.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -212048.250000 Penalty: 2535.319092
	Iteration 21Q: 3 clusters Score -212048.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -212060.000000 Penalty: 2535.319092
	Iteration 22Q: 3 clusters Score -212060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -212073.375000 Penalty: 2535.319092
	Iteration 23Q: 3 clusters Score -212073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -212081.265625 Penalty: 2535.319092
	Iteration 24Q: 3 clusters Score -212081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -212086.109375 Penalty: 2535.319092
	Iteration 25Q: 3 clusters Score -212086.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -212090.453125 Penalty: 2535.319092
	Iteration 26Q: 3 clusters Score -212090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -212094.015625 Penalty: 2535.319092
	Iteration 27Q: 3 clusters Score -212094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -212096.328125 Penalty: 2535.319092
	Iteration 28Q: 3 clusters Score -212096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -212098.296875 Penalty: 2535.319092
	Iteration 29Q: 3 clusters Score -212098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -212102.250000 Penalty: 2535.319092
	Iteration 30Q: 3 clusters Score -212102.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -212108.140625 Penalty: 2535.319092
	Iteration 31Q: 3 clusters Score -212108.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -212109.984375 Penalty: 2535.319092
	Iteration 32Q: 3 clusters Score -212110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -212110.734375 Penalty: 2535.319092
	Iteration 33Q: 3 clusters Score -212110.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -212112.171875 Penalty: 2535.319092
	Iteration 34Q: 3 clusters Score -212112.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -212112.171875 Penalty: 2535.319092
	Iteration 35F: 3 clusters Score -212112.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Entering Unmasked Estep 
Score: -460350.625000 Penalty: 1392.034180
	Iteration 0F: 2 clusters Score -460350.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -456257.343750 Penalty: 2784.068359
	Iteration 0F: 3 clusters Score -456257.3 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -457310.187500 Penalty: 2784.068359
	Iteration 1F: 3 clusters Score -457310.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -457454.562500 Penalty: 2784.068359
	Iteration 2F: 3 clusters Score -457454.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -457548.000000 Penalty: 2784.068359
	Iteration 3Q: 3 clusters Score -457548 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -457618.343750 Penalty: 2784.068359
	Iteration 4Q: 3 clusters Score -457618.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -457672.281250 Penalty: 2784.068359
	Iteration 5Q: 3 clusters Score -457672.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -457713.187500 Penalty: 2784.068359
	Iteration 6Q: 3 clusters Score -457713.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -457754.437500 Penalty: 2784.068359
	Iteration 7Q: 3 clusters Score -457754.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -457790.000000 Penalty: 2784.068359
	Iteration 8Q: 3 clusters Score -457790 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -457830.093750 Penalty: 2784.068359
	Iteration 9Q: 3 clusters Score -457830.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -457873.031250 Penalty: 2784.068359
	Iteration 10Q: 3 clusters Score -457873 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -457913.875000 Penalty: 2784.068359
	Iteration 11Q: 3 clusters Score -457913.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -457968.468750 Penalty: 2784.068359
	Iteration 12Q: 3 clusters Score -457968.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -458032.156250 Penalty: 2784.068359
	Iteration 13Q: 3 clusters Score -458032.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -458083.187500 Penalty: 2784.068359
	Iteration 14Q: 3 clusters Score -458083.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -458130.125000 Penalty: 2784.068359
	Iteration 15Q: 3 clusters Score -458130.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -458169.000000 Penalty: 2784.068359
	Iteration 16Q: 3 clusters Score -458169 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -458204.625000 Penalty: 2784.068359
	Iteration 17Q: 3 clusters Score -458204.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -458241.187500 Penalty: 2784.068359
	Iteration 18Q: 3 clusters Score -458241.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -458282.406250 Penalty: 2784.068359
	Iteration 19Q: 3 clusters Score -458282.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -458318.906250 Penalty: 2784.068359
	Iteration 20F: 3 clusters Score -458318.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -458344.906250 Penalty: 2784.068359
	Iteration 21Q: 3 clusters Score -458344.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -458368.031250 Penalty: 2784.068359
	Iteration 22Q: 3 clusters Score -458368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -458389.687500 Penalty: 2784.068359
	Iteration 23Q: 3 clusters Score -458389.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -458417.562500 Penalty: 2784.068359
	Iteration 24Q: 3 clusters Score -458417.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -458438.437500 Penalty: 2784.068359
	Iteration 25Q: 3 clusters Score -458438.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -458455.656250 Penalty: 2784.068359
	Iteration 26Q: 3 clusters Score -458455.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -458469.687500 Penalty: 2784.068359
	Iteration 27Q: 3 clusters Score -458469.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -458485.187500 Penalty: 2784.068359
	Iteration 28Q: 3 clusters Score -458485.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -458500.812500 Penalty: 2784.068359
	Iteration 29Q: 3 clusters Score -458500.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -458515.531250 Penalty: 2784.068359
	Iteration 30Q: 3 clusters Score -458515.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -458533.406250 Penalty: 2784.068359
	Iteration 31Q: 3 clusters Score -458533.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -458548.000000 Penalty: 2784.068359
	Iteration 32Q: 3 clusters Score -458548 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -458564.343750 Penalty: 2784.068359
	Iteration 33Q: 3 clusters Score -458564.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -458579.156250 Penalty: 2784.068359
	Iteration 34Q: 3 clusters Score -458579.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -458595.062500 Penalty: 2784.068359
	Iteration 35Q: 3 clusters Score -458595.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -458608.000000 Penalty: 2784.068359
	Iteration 36Q: 3 clusters Score -458608 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -458626.593750 Penalty: 2784.068359
	Iteration 37Q: 3 clusters Score -458626.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -458647.000000 Penalty: 2784.068359
	Iteration 38Q: 3 clusters Score -458647 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -458664.218750 Penalty: 2784.068359
	Iteration 39Q: 3 clusters Score -458664.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -458684.937500 Penalty: 2784.068359
	Iteration 40F: 3 clusters Score -458684.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -458707.937500 Penalty: 2784.068359
	Iteration 41Q: 3 clusters Score -458707.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -458733.843750 Penalty: 2784.068359
	Iteration 42Q: 3 clusters Score -458733.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -458750.125000 Penalty: 2784.068359
	Iteration 43Q: 3 clusters Score -458750.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -458773.031250 Penalty: 2784.068359
	Iteration 44Q: 3 clusters Score -458773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -458804.250000 Penalty: 2784.068359
	Iteration 45Q: 3 clusters Score -458804.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -458824.531250 Penalty: 2784.068359
	Iteration 46Q: 3 clusters Score -458824.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -458843.750000 Penalty: 2784.068359
	Iteration 47Q: 3 clusters Score -458843.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -458861.593750 Penalty: 2784.068359
	Iteration 48Q: 3 clusters Score -458861.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -458872.812500 Penalty: 2784.068359
	Iteration 49Q: 3 clusters Score -458872.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -458884.750000 Penalty: 2784.068359
	Iteration 50Q: 3 clusters Score -458884.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -458894.906250 Penalty: 2784.068359
	Iteration 51Q: 3 clusters Score -458894.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -458909.500000 Penalty: 2784.068359
	Iteration 52Q: 3 clusters Score -458909.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -458926.187500 Penalty: 2784.068359
	Iteration 53Q: 3 clusters Score -458926.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -458936.062500 Penalty: 2784.068359
	Iteration 54Q: 3 clusters Score -458936.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -458947.062500 Penalty: 2784.068359
	Iteration 55Q: 3 clusters Score -458947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -458957.500000 Penalty: 2784.068359
	Iteration 56Q: 3 clusters Score -458957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -458967.843750 Penalty: 2784.068359
	Iteration 57Q: 3 clusters Score -458967.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -458985.437500 Penalty: 2784.068359
	Iteration 58Q: 3 clusters Score -458985.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -458996.687500 Penalty: 2784.068359
	Iteration 59Q: 3 clusters Score -458996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -459004.343750 Penalty: 2784.068359
	Iteration 60F: 3 clusters Score -459004.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -459013.968750 Penalty: 2784.068359
	Iteration 61Q: 3 clusters Score -459014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -459024.843750 Penalty: 2784.068359
	Iteration 62Q: 3 clusters Score -459024.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -459034.531250 Penalty: 2784.068359
	Iteration 63Q: 3 clusters Score -459034.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -459041.312500 Penalty: 2784.068359
	Iteration 64Q: 3 clusters Score -459041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -459048.343750 Penalty: 2784.068359
	Iteration 65Q: 3 clusters Score -459048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -459052.281250 Penalty: 2784.068359
	Iteration 66Q: 3 clusters Score -459052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -459061.093750 Penalty: 2784.068359
	Iteration 67Q: 3 clusters Score -459061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -459067.718750 Penalty: 2784.068359
	Iteration 68Q: 3 clusters Score -459067.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -459076.687500 Penalty: 2784.068359
	Iteration 69Q: 3 clusters Score -459076.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -459083.843750 Penalty: 2784.068359
	Iteration 70Q: 3 clusters Score -459083.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -459095.656250 Penalty: 2784.068359
	Iteration 71Q: 3 clusters Score -459095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -459100.593750 Penalty: 2784.068359
	Iteration 72Q: 3 clusters Score -459100.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -459106.625000 Penalty: 2784.068359
	Iteration 73Q: 3 clusters Score -459106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -459111.156250 Penalty: 2784.068359
	Iteration 74Q: 3 clusters Score -459111.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -459115.687500 Penalty: 2784.068359
	Iteration 75Q: 3 clusters Score -459115.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -459117.187500 Penalty: 2784.068359
	Iteration 76Q: 3 clusters Score -459117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -459118.750000 Penalty: 2784.068359
	Iteration 77Q: 3 clusters Score -459118.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -459118.750000 Penalty: 2784.068359
	Iteration 78F: 3 clusters Score -459118.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -120321.796875 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -120321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -118653.351562 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -118653.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118967.593750 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -118967.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -119062.648438 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -119062.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119120.125000 Penalty: 2338.679688
	Iteration 3Q: 3 clusters Score -119120.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119152.296875 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -119152.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119175.148438 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -119175.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119195.648438 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -119195.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -119206.781250 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -119206.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -119212.773438 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -119212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -119221.804688 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -119221.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119232.734375 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -119232.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119236.539062 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -119236.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119239.468750 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -119239.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119240.992188 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -119241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119241.789062 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -119241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119243.296875 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -119243.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119243.859375 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -119243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119244.148438 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -119244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119244.148438 Penalty: 2338.679688
	Iteration 18F: 3 clusters Score -119244.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -123700.140625 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -123700.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121997.429688 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -121997.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -122312.500000 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -122312.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -122377.929688 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -122377.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -122423.125000 Penalty: 2356.225830
	Iteration 3Q: 3 clusters Score -122423.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -122469.601562 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -122469.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -122499.570312 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -122499.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -122515.531250 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -122515.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -122535.320312 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -122535.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -122555.398438 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -122555.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -122569.421875 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -122569.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -122578.968750 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -122579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -122587.234375 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -122587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -122595.890625 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -122595.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -122606.562500 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -122606.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122613.929688 Penalty: 2356.225830
	Iteration 14Q: 3 clusters Score -122613.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122626.242188 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -122626.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122638.367188 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -122638.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122649.734375 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -122649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122659.062500 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -122659.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122673.773438 Penalty: 2356.225830
	Iteration 19Q: 3 clusters Score -122673.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122685.039062 Penalty: 2356.225830
	Iteration 20F: 3 clusters Score -122685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -122696.554688 Penalty: 2356.225830
	Iteration 21Q: 3 clusters Score -122696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122703.898438 Penalty: 2356.225830
	Iteration 22Q: 3 clusters Score -122703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122717.132812 Penalty: 2356.225830
	Iteration 23Q: 3 clusters Score -122717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -122729.539062 Penalty: 2356.225830
	Iteration 24Q: 3 clusters Score -122729.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -122736.460938 Penalty: 2356.225830
	Iteration 25Q: 3 clusters Score -122736.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122742.046875 Penalty: 2356.225830
	Iteration 26Q: 3 clusters Score -122742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -122744.656250 Penalty: 2356.225830
	Iteration 27Q: 3 clusters Score -122744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -122745.992188 Penalty: 2356.225830
	Iteration 28Q: 3 clusters Score -122746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -122746.664062 Penalty: 2356.225830
	Iteration 29Q: 3 clusters Score -122746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122750.570312 Penalty: 2356.225830
	Iteration 30Q: 3 clusters Score -122750.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -122752.960938 Penalty: 2356.225830
	Iteration 31Q: 3 clusters Score -122753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -122757.421875 Penalty: 2356.225830
	Iteration 32Q: 3 clusters Score -122757.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -122762.320312 Penalty: 2356.225830
	Iteration 33Q: 3 clusters Score -122762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -122766.843750 Penalty: 2356.225830
	Iteration 34Q: 3 clusters Score -122766.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122771.945312 Penalty: 2356.225830
	Iteration 35Q: 3 clusters Score -122771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -122777.406250 Penalty: 2356.225830
	Iteration 36Q: 3 clusters Score -122777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -122783.890625 Penalty: 2356.225830
	Iteration 37Q: 3 clusters Score -122783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -122794.578125 Penalty: 2356.225830
	Iteration 38Q: 3 clusters Score -122794.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -122801.812500 Penalty: 2356.225830
	Iteration 39Q: 3 clusters Score -122801.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -122810.031250 Penalty: 2356.225830
	Iteration 40F: 3 clusters Score -122810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -122819.468750 Penalty: 2356.225830
	Iteration 41Q: 3 clusters Score -122819.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -122826.968750 Penalty: 2356.225830
	Iteration 42Q: 3 clusters Score -122827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -122833.953125 Penalty: 2356.225830
	Iteration 43Q: 3 clusters Score -122834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -122839.031250 Penalty: 2356.225830
	Iteration 44Q: 3 clusters Score -122839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -122843.820312 Penalty: 2356.225830
	Iteration 45Q: 3 clusters Score -122843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -122848.382812 Penalty: 2356.225830
	Iteration 46Q: 3 clusters Score -122848.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122856.062500 Penalty: 2356.225830
	Iteration 47Q: 3 clusters Score -122856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122866.750000 Penalty: 2356.225830
	Iteration 48Q: 3 clusters Score -122866.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -122876.789062 Penalty: 2356.225830
	Iteration 49Q: 3 clusters Score -122876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -122883.210938 Penalty: 2356.225830
	Iteration 50Q: 3 clusters Score -122883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122885.929688 Penalty: 2356.225830
	Iteration 51Q: 3 clusters Score -122885.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122888.210938 Penalty: 2356.225830
	Iteration 52Q: 3 clusters Score -122888.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -122888.210938 Penalty: 2356.225830
	Iteration 53F: 3 clusters Score -122888.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (20374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Entering Unmasked Estep 
Score: -1826936.500000 Penalty: 1612.327515
	Iteration 0F: 2 clusters Score -1826936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1813130.375000 Penalty: 3224.655029
	Iteration 0F: 3 clusters Score -1813130 nChanged 9196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1818236.875000 Penalty: 3224.655029
	Iteration 1F: 3 clusters Score -1818237 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1818679.750000 Penalty: 3224.655029
	Iteration 2F: 3 clusters Score -1818680 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1819193.125000 Penalty: 3224.655029
	Iteration 3F: 3 clusters Score -1819193 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1819722.000000 Penalty: 3224.655029
	Iteration 4F: 3 clusters Score -1819722 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1820351.250000 Penalty: 3224.655029
	Iteration 5F: 3 clusters Score -1820351 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1821141.625000 Penalty: 3224.655029
	Iteration 6F: 3 clusters Score -1821142 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1822120.500000 Penalty: 3224.655029
	Iteration 7F: 3 clusters Score -1822120 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1823149.875000 Penalty: 3224.655029
	Iteration 8F: 3 clusters Score -1823150 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1824071.750000 Penalty: 3224.655029
	Iteration 9F: 3 clusters Score -1824072 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1824714.625000 Penalty: 3224.655029
	Iteration 10Q: 3 clusters Score -1824715 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1825080.000000 Penalty: 3224.655029
	Iteration 11Q: 3 clusters Score -1825080 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1825313.250000 Penalty: 3224.655029
	Iteration 12Q: 3 clusters Score -1825313 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1825473.125000 Penalty: 3224.655029
	Iteration 13Q: 3 clusters Score -1825473 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1825557.000000 Penalty: 3224.655029
	Iteration 14Q: 3 clusters Score -1825557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1825614.750000 Penalty: 3224.655029
	Iteration 15Q: 3 clusters Score -1825615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1825668.000000 Penalty: 3224.655029
	Iteration 16Q: 3 clusters Score -1825668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1825699.125000 Penalty: 3224.655029
	Iteration 17Q: 3 clusters Score -1825699 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1825723.375000 Penalty: 3224.655029
	Iteration 18Q: 3 clusters Score -1825723 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1825732.125000 Penalty: 3224.655029
	Iteration 19Q: 3 clusters Score -1825732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1825739.000000 Penalty: 3224.655029
	Iteration 20F: 3 clusters Score -1825739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1825753.500000 Penalty: 3224.655029
	Iteration 21Q: 3 clusters Score -1825754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1825758.625000 Penalty: 3224.655029
	Iteration 22Q: 3 clusters Score -1825759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1825762.625000 Penalty: 3224.655029
	Iteration 23Q: 3 clusters Score -1825763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1825766.000000 Penalty: 3224.655029
	Iteration 24Q: 3 clusters Score -1825766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1825765.625000 Penalty: 3224.655029
	Iteration 25Q: 3 clusters Score -1825766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1825767.750000 Penalty: 3224.655029
	Iteration 26Q: 3 clusters Score -1825768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1825767.750000 Penalty: 3224.655029
	Iteration 27F: 3 clusters Score -1825768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (12503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Entering Unmasked Estep 
Score: -1159361.250000 Penalty: 1532.980103
	Iteration 0F: 2 clusters Score -1159361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1150511.750000 Penalty: 3065.960205
	Iteration 0F: 3 clusters Score -1150512 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1153643.750000 Penalty: 3065.960205
	Iteration 1F: 3 clusters Score -1153644 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1154006.250000 Penalty: 3065.960205
	Iteration 2F: 3 clusters Score -1154006 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1154390.500000 Penalty: 3065.960205
	Iteration 3F: 3 clusters Score -1154390 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1154854.625000 Penalty: 3065.960205
	Iteration 4F: 3 clusters Score -1154855 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1155416.250000 Penalty: 3065.960205
	Iteration 5F: 3 clusters Score -1155416 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1155964.875000 Penalty: 3065.960205
	Iteration 6F: 3 clusters Score -1155965 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1156464.375000 Penalty: 3065.960205
	Iteration 7F: 3 clusters Score -1156464 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1156903.125000 Penalty: 3065.960205
	Iteration 8Q: 3 clusters Score -1156903 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1157272.125000 Penalty: 3065.960205
	Iteration 9Q: 3 clusters Score -1157272 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1157547.750000 Penalty: 3065.960205
	Iteration 10Q: 3 clusters Score -1157548 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1157747.875000 Penalty: 3065.960205
	Iteration 11Q: 3 clusters Score -1157748 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1157859.125000 Penalty: 3065.960205
	Iteration 12Q: 3 clusters Score -1157859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1157948.125000 Penalty: 3065.960205
	Iteration 13Q: 3 clusters Score -1157948 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1158022.000000 Penalty: 3065.960205
	Iteration 14Q: 3 clusters Score -1158022 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1158084.500000 Penalty: 3065.960205
	Iteration 15Q: 3 clusters Score -1158084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1158125.750000 Penalty: 3065.960205
	Iteration 16Q: 3 clusters Score -1158126 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1158161.250000 Penalty: 3065.960205
	Iteration 17Q: 3 clusters Score -1158161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1158187.500000 Penalty: 3065.960205
	Iteration 18Q: 3 clusters Score -1158188 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1158213.625000 Penalty: 3065.960205
	Iteration 19Q: 3 clusters Score -1158214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1158229.750000 Penalty: 3065.960205
	Iteration 20F: 3 clusters Score -1158230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1158243.250000 Penalty: 3065.960205
	Iteration 21Q: 3 clusters Score -1158243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1158254.875000 Penalty: 3065.960205
	Iteration 22Q: 3 clusters Score -1158255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1158258.625000 Penalty: 3065.960205
	Iteration 23Q: 3 clusters Score -1158259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1158260.875000 Penalty: 3065.960205
	Iteration 24Q: 3 clusters Score -1158261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1158262.125000 Penalty: 3065.960205
	Iteration 25Q: 3 clusters Score -1158262 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1158265.375000 Penalty: 3065.960205
	Iteration 26Q: 3 clusters Score -1158265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1158270.375000 Penalty: 3065.960205
	Iteration 27Q: 3 clusters Score -1158270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1158273.625000 Penalty: 3065.960205
	Iteration 28Q: 3 clusters Score -1158274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1158273.375000 Penalty: 3065.960205
	Iteration 29Q: 3 clusters Score -1158273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1158273.250000 Penalty: 3065.960205
	Iteration 30Q: 3 clusters Score -1158273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1158276.625000 Penalty: 3065.960205
	Iteration 31Q: 3 clusters Score -1158277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1158279.250000 Penalty: 3065.960205
	Iteration 32Q: 3 clusters Score -1158279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1158276.875000 Penalty: 3065.960205
	Iteration 33Q: 3 clusters Score -1158277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1158280.125000 Penalty: 3065.960205
	Iteration 34Q: 3 clusters Score -1158280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1158281.875000 Penalty: 3065.960205
	Iteration 35Q: 3 clusters Score -1158282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1158283.125000 Penalty: 3065.960205
	Iteration 36Q: 3 clusters Score -1158283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1158282.000000 Penalty: 3065.960205
	Iteration 37Q: 3 clusters Score -1158282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1158283.125000 Penalty: 3065.960205
	Iteration 38Q: 3 clusters Score -1158283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1158283.750000 Penalty: 3065.960205
	Iteration 39Q: 3 clusters Score -1158284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1158284.000000 Penalty: 3065.960205
	Iteration 40F: 3 clusters Score -1158284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1158285.750000 Penalty: 3065.960205
	Iteration 41Q: 3 clusters Score -1158286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1158286.125000 Penalty: 3065.960205
	Iteration 42Q: 3 clusters Score -1158286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1158286.125000 Penalty: 3065.960205
	Iteration 43F: 3 clusters Score -1158286 nChanged 0
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74374664.000000 Penalty: 57659.687500
23->27 Clusters: Score -74374664.000000, best is -74530392.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 12125 members 
Mstep: Class 4 contains 12128 members 
Mstep: Class 5 contains 12278 members 
Mstep: Class 6 contains 12194 members 
Mstep: Class 7 contains 12204 members 
Mstep: Class 8 contains 12261 members 
Mstep: Class 9 contains 12362 members 
Mstep: Class 10 contains 12336 members 
Mstep: Class 11 contains 12256 members 
Mstep: Class 12 contains 12252 members 
Mstep: Class 13 contains 12167 members 
Mstep: Class 14 contains 12213 members 
Mstep: Class 15 contains 12175 members 
Mstep: Class 16 contains 12429 members 
Mstep: Class 17 contains 12279 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 12320 members 
Mstep: Class 20 contains 12355 members 
Mstep: Class 21 contains 12289 members 
Mstep: Class 22 contains 12010 members 
Mstep: Class 23 contains 12307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 204.093628 but Gain 2039.156250
Score: -23120348.000000 Penalty: 44861.425781
Iteration 0F: 23 clusters Score -2.312035e+07 nChanged 267004
Entering Unmasked Mstep 
Mstep: Class 0 contains 324 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 39150 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 5551 members 
Mstep: Class 6 contains 7795 members 
Mstep: Class 7 contains 59256 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 17731 members 
Mstep: Class 10 contains 4108 members 
Mstep: Class 11 contains 17844 members 
Mstep: Class 12 contains 7607 members 
Mstep: Class 13 contains 5642 members 
Mstep: Class 14 contains 15584 members 
Mstep: Class 16 contains 5705 members 
Mstep: Class 17 contains 3251 members 
Mstep: Class 18 contains 17637 members 
Mstep: Class 19 contains 12940 members 
Mstep: Class 20 contains 3812 members 
Mstep: Class 21 contains 11205 members 
Mstep: Class 22 contains 2938 members 
Mstep: Class 23 contains 4294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24309170.000000 Penalty: 44861.425781
Iteration 1F: 23 clusters Score -2.430917e+07 nChanged 98207
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 40947 members 
Mstep: Class 3 contains 7675 members 
Mstep: Class 4 contains 5312 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 4146 members 
Mstep: Class 7 contains 78272 members 
Mstep: Class 8 contains 4727 members 
Mstep: Class 9 contains 15114 members 
Mstep: Class 10 contains 3393 members 
Mstep: Class 11 contains 20224 members 
Mstep: Class 12 contains 7403 members 
Mstep: Class 13 contains 5000 members 
Mstep: Class 14 contains 10721 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 1745 members 
Mstep: Class 18 contains 18706 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 22 contains 2523 members 
Mstep: Class 23 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24523418.000000 Penalty: 44861.425781
Iteration 2F: 23 clusters Score -2.452342e+07 nChanged 66746
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 40340 members 
Mstep: Class 3 contains 11234 members 
Mstep: Class 4 contains 5835 members 
Mstep: Class 5 contains 3682 members 
Mstep: Class 6 contains 2249 members 
Mstep: Class 7 contains 87971 members 
Mstep: Class 8 contains 5636 members 
Mstep: Class 9 contains 11367 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 24176 members 
Mstep: Class 12 contains 8132 members 
Mstep: Class 13 contains 4592 members 
Mstep: Class 14 contains 8022 members 
Mstep: Class 16 contains 4749 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 20545 members 
Mstep: Class 19 contains 7888 members 
Mstep: Class 20 contains 2477 members 
Mstep: Class 21 contains 3896 members 
Mstep: Class 22 contains 2973 members 
Mstep: Class 23 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24632434.000000 Penalty: 44861.425781
Iteration 3F: 23 clusters Score -2.463243e+07 nChanged 44429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 39757 members 
Mstep: Class 3 contains 13098 members 
Mstep: Class 4 contains 6173 members 
Mstep: Class 5 contains 3629 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 90999 members 
Mstep: Class 8 contains 7109 members 
Mstep: Class 9 contains 8053 members 
Mstep: Class 10 contains 3822 members 
Mstep: Class 11 contains 27934 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 4647 members 
Mstep: Class 14 contains 6400 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 993 members 
Mstep: Class 18 contains 20858 members 
Mstep: Class 19 contains 6156 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 3787 members 
Mstep: Class 23 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1942.495361 but Gain 2039.156250
Score: -24687414.000000 Penalty: 42822.269531
Iteration 4F: 22 clusters Score -2.468741e+07 nChanged 31548
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 38970 members 
Mstep: Class 3 contains 14045 members 
Mstep: Class 4 contains 6573 members 
Mstep: Class 5 contains 3825 members 
Mstep: Class 7 contains 90830 members 
Mstep: Class 8 contains 8705 members 
Mstep: Class 9 contains 5845 members 
Mstep: Class 10 contains 4238 members 
Mstep: Class 11 contains 30613 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 4961 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 16 contains 4050 members 
Mstep: Class 17 contains 1199 members 
Mstep: Class 18 contains 20313 members 
Mstep: Class 19 contains 5069 members 
Mstep: Class 20 contains 3257 members 
Mstep: Class 21 contains 2183 members 
Mstep: Class 22 contains 4448 members 
Mstep: Class 23 contains 2638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24719616.000000 Penalty: 42822.269531
Iteration 5F: 22 clusters Score -2.471962e+07 nChanged 22367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 37462 members 
Mstep: Class 3 contains 14570 members 
Mstep: Class 4 contains 6657 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 7 contains 89552 members 
Mstep: Class 8 contains 10040 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 4657 members 
Mstep: Class 11 contains 32140 members 
Mstep: Class 12 contains 7842 members 
Mstep: Class 13 contains 5011 members 
Mstep: Class 14 contains 4408 members 
Mstep: Class 16 contains 3680 members 
Mstep: Class 17 contains 1325 members 
Mstep: Class 18 contains 19093 members 
Mstep: Class 19 contains 4650 members 
Mstep: Class 20 contains 3697 members 
Mstep: Class 21 contains 2255 members 
Mstep: Class 22 contains 4891 members 
Mstep: Class 23 contains 2969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24739902.000000 Penalty: 42822.269531
Iteration 6F: 22 clusters Score -2.47399e+07 nChanged 17592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 35616 members 
Mstep: Class 3 contains 15034 members 
Mstep: Class 4 contains 6676 members 
Mstep: Class 5 contains 4412 members 
Mstep: Class 7 contains 88116 members 
Mstep: Class 8 contains 11013 members 
Mstep: Class 9 contains 3305 members 
Mstep: Class 10 contains 5006 members 
Mstep: Class 11 contains 33013 members 
Mstep: Class 12 contains 7657 members 
Mstep: Class 13 contains 5165 members 
Mstep: Class 14 contains 3894 members 
Mstep: Class 16 contains 3387 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 17746 members 
Mstep: Class 19 contains 4647 members 
Mstep: Class 20 contains 3996 members 
Mstep: Class 21 contains 2407 members 
Mstep: Class 22 contains 5292 members 
Mstep: Class 23 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24755588.000000 Penalty: 42822.269531
Iteration 7F: 22 clusters Score -2.475559e+07 nChanged 14405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 15433 members 
Mstep: Class 4 contains 6733 members 
Mstep: Class 5 contains 4715 members 
Mstep: Class 7 contains 86594 members 
Mstep: Class 8 contains 11703 members 
Mstep: Class 9 contains 2627 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 33530 members 
Mstep: Class 12 contains 7478 members 
Mstep: Class 13 contains 5441 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 16 contains 3187 members 
Mstep: Class 17 contains 1499 members 
Mstep: Class 18 contains 16400 members 
Mstep: Class 19 contains 4946 members 
Mstep: Class 20 contains 4239 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 5626 members 
Mstep: Class 23 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24766666.000000 Penalty: 42822.269531
Iteration 8F: 22 clusters Score -2.476667e+07 nChanged 11665
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 32069 members 
Mstep: Class 3 contains 15728 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 5135 members 
Mstep: Class 7 contains 85037 members 
Mstep: Class 8 contains 12095 members 
Mstep: Class 9 contains 2166 members 
Mstep: Class 10 contains 5560 members 
Mstep: Class 11 contains 33837 members 
Mstep: Class 12 contains 7371 members 
Mstep: Class 13 contains 5680 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 1582 members 
Mstep: Class 18 contains 15361 members 
Mstep: Class 19 contains 5224 members 
Mstep: Class 20 contains 4458 members 
Mstep: Class 21 contains 2710 members 
Mstep: Class 22 contains 5872 members 
Mstep: Class 23 contains 3669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24773604.000000 Penalty: 42822.269531
Iteration 9Q: 22 clusters Score -2.47736e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 30714 members 
Mstep: Class 3 contains 16011 members 
Mstep: Class 4 contains 6745 members 
Mstep: Class 5 contains 5621 members 
Mstep: Class 7 contains 83662 members 
Mstep: Class 8 contains 12351 members 
Mstep: Class 9 contains 1851 members 
Mstep: Class 10 contains 5732 members 
Mstep: Class 11 contains 33985 members 
Mstep: Class 12 contains 7287 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 3712 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 1652 members 
Mstep: Class 18 contains 14576 members 
Mstep: Class 19 contains 5484 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 2785 members 
Mstep: Class 22 contains 6049 members 
Mstep: Class 23 contains 3799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1908.404419 but Gain 2039.156250
Score: -24778146.000000 Penalty: 40783.113281
Iteration 10Q: 21 clusters Score -2.477815e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 29584 members 
Mstep: Class 3 contains 16204 members 
Mstep: Class 4 contains 6861 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 7 contains 83006 members 
Mstep: Class 8 contains 12785 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 11 contains 34560 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 5968 members 
Mstep: Class 14 contains 3763 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 17 contains 1766 members 
Mstep: Class 18 contains 13949 members 
Mstep: Class 19 contains 5738 members 
Mstep: Class 20 contains 4792 members 
Mstep: Class 21 contains 2846 members 
Mstep: Class 22 contains 6193 members 
Mstep: Class 23 contains 3913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24783226.000000 Penalty: 40783.113281
Iteration 11Q: 21 clusters Score -2.478323e+07 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 28590 members 
Mstep: Class 3 contains 16347 members 
Mstep: Class 4 contains 6708 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 7 contains 81941 members 
Mstep: Class 8 contains 12828 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 34438 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 5926 members 
Mstep: Class 14 contains 3823 members 
Mstep: Class 16 contains 2626 members 
Mstep: Class 17 contains 1904 members 
Mstep: Class 18 contains 13529 members 
Mstep: Class 19 contains 5918 members 
Mstep: Class 20 contains 4880 members 
Mstep: Class 21 contains 2895 members 
Mstep: Class 22 contains 6292 members 
Mstep: Class 23 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24785322.000000 Penalty: 40783.113281
Iteration 12Q: 21 clusters Score -2.478532e+07 nChanged 5413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 27725 members 
Mstep: Class 3 contains 16382 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 7143 members 
Mstep: Class 7 contains 81046 members 
Mstep: Class 8 contains 12823 members 
Mstep: Class 10 contains 6551 members 
Mstep: Class 11 contains 34221 members 
Mstep: Class 12 contains 7066 members 
Mstep: Class 13 contains 5864 members 
Mstep: Class 14 contains 3863 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 2065 members 
Mstep: Class 18 contains 13209 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 4956 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 4116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24787044.000000 Penalty: 40783.113281
Iteration 13Q: 21 clusters Score -2.478704e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 26934 members 
Mstep: Class 3 contains 16360 members 
Mstep: Class 4 contains 6366 members 
Mstep: Class 5 contains 7710 members 
Mstep: Class 7 contains 80295 members 
Mstep: Class 8 contains 12800 members 
Mstep: Class 10 contains 6851 members 
Mstep: Class 11 contains 33901 members 
Mstep: Class 12 contains 7000 members 
Mstep: Class 13 contains 5776 members 
Mstep: Class 14 contains 3912 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 12988 members 
Mstep: Class 19 contains 6208 members 
Mstep: Class 20 contains 5020 members 
Mstep: Class 21 contains 2994 members 
Mstep: Class 22 contains 6433 members 
Mstep: Class 23 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24788504.000000 Penalty: 40783.113281
Iteration 14Q: 21 clusters Score -2.47885e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 26280 members 
Mstep: Class 3 contains 16280 members 
Mstep: Class 4 contains 6200 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 7 contains 79601 members 
Mstep: Class 8 contains 12749 members 
Mstep: Class 10 contains 7142 members 
Mstep: Class 11 contains 33593 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 5654 members 
Mstep: Class 14 contains 3952 members 
Mstep: Class 16 contains 2349 members 
Mstep: Class 17 contains 2366 members 
Mstep: Class 18 contains 12810 members 
Mstep: Class 19 contains 6299 members 
Mstep: Class 20 contains 5067 members 
Mstep: Class 21 contains 3061 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24789832.000000 Penalty: 40783.113281
Iteration 15Q: 21 clusters Score -2.478983e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 25713 members 
Mstep: Class 3 contains 16186 members 
Mstep: Class 4 contains 6045 members 
Mstep: Class 5 contains 8987 members 
Mstep: Class 7 contains 79006 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 10 contains 7405 members 
Mstep: Class 11 contains 33277 members 
Mstep: Class 12 contains 6922 members 
Mstep: Class 13 contains 5518 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 12675 members 
Mstep: Class 19 contains 6386 members 
Mstep: Class 20 contains 5118 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 6513 members 
Mstep: Class 23 contains 4327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24791074.000000 Penalty: 40783.113281
Iteration 16Q: 21 clusters Score -2.479107e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 25193 members 
Mstep: Class 3 contains 16082 members 
Mstep: Class 4 contains 5866 members 
Mstep: Class 5 contains 9689 members 
Mstep: Class 7 contains 78468 members 
Mstep: Class 8 contains 12563 members 
Mstep: Class 10 contains 7656 members 
Mstep: Class 11 contains 32974 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 5384 members 
Mstep: Class 14 contains 3971 members 
Mstep: Class 16 contains 2238 members 
Mstep: Class 17 contains 2602 members 
Mstep: Class 18 contains 12550 members 
Mstep: Class 19 contains 6461 members 
Mstep: Class 20 contains 5162 members 
Mstep: Class 21 contains 3171 members 
Mstep: Class 22 contains 6538 members 
Mstep: Class 23 contains 4377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24792166.000000 Penalty: 40783.113281
Iteration 17Q: 21 clusters Score -2.479217e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 24761 members 
Mstep: Class 3 contains 15973 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 10441 members 
Mstep: Class 7 contains 77997 members 
Mstep: Class 8 contains 12462 members 
Mstep: Class 10 contains 7869 members 
Mstep: Class 11 contains 32659 members 
Mstep: Class 12 contains 6894 members 
Mstep: Class 13 contains 5231 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 12449 members 
Mstep: Class 19 contains 6559 members 
Mstep: Class 20 contains 5212 members 
Mstep: Class 21 contains 3218 members 
Mstep: Class 22 contains 6564 members 
Mstep: Class 23 contains 4413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793182.000000 Penalty: 40783.113281
Iteration 18Q: 21 clusters Score -2.479318e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 24361 members 
Mstep: Class 3 contains 15827 members 
Mstep: Class 4 contains 5448 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 7 contains 77583 members 
Mstep: Class 8 contains 12388 members 
Mstep: Class 10 contains 8028 members 
Mstep: Class 11 contains 32363 members 
Mstep: Class 12 contains 6908 members 
Mstep: Class 13 contains 5099 members 
Mstep: Class 14 contains 4006 members 
Mstep: Class 16 contains 2174 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 12350 members 
Mstep: Class 19 contains 6639 members 
Mstep: Class 20 contains 5250 members 
Mstep: Class 21 contains 3292 members 
Mstep: Class 22 contains 6607 members 
Mstep: Class 23 contains 4436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794126.000000 Penalty: 40783.113281
Iteration 19Q: 21 clusters Score -2.479413e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 24035 members 
Mstep: Class 3 contains 15709 members 
Mstep: Class 4 contains 5222 members 
Mstep: Class 5 contains 11977 members 
Mstep: Class 7 contains 77228 members 
Mstep: Class 8 contains 12302 members 
Mstep: Class 10 contains 8166 members 
Mstep: Class 11 contains 32085 members 
Mstep: Class 12 contains 6914 members 
Mstep: Class 13 contains 5012 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 12239 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 3360 members 
Mstep: Class 22 contains 6633 members 
Mstep: Class 23 contains 4463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795326.000000 Penalty: 40783.113281
Iteration 20F: 21 clusters Score -2.479533e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 23714 members 
Mstep: Class 3 contains 15555 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 12885 members 
Mstep: Class 7 contains 76848 members 
Mstep: Class 8 contains 12230 members 
Mstep: Class 10 contains 8235 members 
Mstep: Class 11 contains 31810 members 
Mstep: Class 12 contains 6922 members 
Mstep: Class 13 contains 4913 members 
Mstep: Class 14 contains 4084 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 12154 members 
Mstep: Class 19 contains 6808 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 6662 members 
Mstep: Class 23 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796612.000000 Penalty: 40783.113281
Iteration 21Q: 21 clusters Score -2.479661e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 23400 members 
Mstep: Class 3 contains 15372 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 13776 members 
Mstep: Class 7 contains 76489 members 
Mstep: Class 8 contains 12153 members 
Mstep: Class 10 contains 8263 members 
Mstep: Class 11 contains 31600 members 
Mstep: Class 12 contains 6929 members 
Mstep: Class 13 contains 4839 members 
Mstep: Class 14 contains 4105 members 
Mstep: Class 16 contains 2102 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12102 members 
Mstep: Class 19 contains 6903 members 
Mstep: Class 20 contains 5254 members 
Mstep: Class 21 contains 3497 members 
Mstep: Class 22 contains 6682 members 
Mstep: Class 23 contains 4526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797622.000000 Penalty: 40783.113281
Iteration 22Q: 21 clusters Score -2.479762e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 23087 members 
Mstep: Class 3 contains 15157 members 
Mstep: Class 4 contains 4808 members 
Mstep: Class 5 contains 14572 members 
Mstep: Class 7 contains 76168 members 
Mstep: Class 8 contains 12076 members 
Mstep: Class 10 contains 8270 members 
Mstep: Class 11 contains 31454 members 
Mstep: Class 12 contains 6937 members 
Mstep: Class 13 contains 4773 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 16 contains 2075 members 
Mstep: Class 17 contains 2851 members 
Mstep: Class 18 contains 12055 members 
Mstep: Class 19 contains 6993 members 
Mstep: Class 20 contains 5256 members 
Mstep: Class 21 contains 3533 members 
Mstep: Class 22 contains 6698 members 
Mstep: Class 23 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24798436.000000 Penalty: 40783.113281
Iteration 23Q: 21 clusters Score -2.479844e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 22802 members 
Mstep: Class 3 contains 14938 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 15254 members 
Mstep: Class 7 contains 75911 members 
Mstep: Class 8 contains 12004 members 
Mstep: Class 10 contains 8258 members 
Mstep: Class 11 contains 31355 members 
Mstep: Class 12 contains 6943 members 
Mstep: Class 13 contains 4724 members 
Mstep: Class 14 contains 4191 members 
Mstep: Class 16 contains 2050 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 11984 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 5260 members 
Mstep: Class 21 contains 3547 members 
Mstep: Class 22 contains 6706 members 
Mstep: Class 23 contains 4572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24798992.000000 Penalty: 40783.113281
Iteration 24Q: 21 clusters Score -2.479899e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 22542 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 15820 members 
Mstep: Class 7 contains 75723 members 
Mstep: Class 8 contains 11935 members 
Mstep: Class 10 contains 8231 members 
Mstep: Class 11 contains 31265 members 
Mstep: Class 12 contains 6952 members 
Mstep: Class 13 contains 4693 members 
Mstep: Class 14 contains 4241 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 7141 members 
Mstep: Class 20 contains 5260 members 
Mstep: Class 21 contains 3581 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799340.000000 Penalty: 40783.113281
Iteration 25Q: 21 clusters Score -2.479934e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 22291 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 4799 members 
Mstep: Class 5 contains 16300 members 
Mstep: Class 7 contains 75562 members 
Mstep: Class 8 contains 11879 members 
Mstep: Class 10 contains 8202 members 
Mstep: Class 11 contains 31205 members 
Mstep: Class 12 contains 6956 members 
Mstep: Class 13 contains 4665 members 
Mstep: Class 14 contains 4290 members 
Mstep: Class 16 contains 2012 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 11884 members 
Mstep: Class 19 contains 7188 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 6720 members 
Mstep: Class 23 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799590.000000 Penalty: 40783.113281
Iteration 26Q: 21 clusters Score -2.479959e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 22047 members 
Mstep: Class 3 contains 14317 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 16691 members 
Mstep: Class 7 contains 75406 members 
Mstep: Class 8 contains 11840 members 
Mstep: Class 10 contains 8176 members 
Mstep: Class 11 contains 31147 members 
Mstep: Class 12 contains 6969 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 4349 members 
Mstep: Class 16 contains 2000 members 
Mstep: Class 17 contains 2915 members 
Mstep: Class 18 contains 11843 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5249 members 
Mstep: Class 21 contains 3600 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799836.000000 Penalty: 40783.113281
Iteration 27Q: 21 clusters Score -2.479984e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 21843 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 4826 members 
Mstep: Class 5 contains 17045 members 
Mstep: Class 7 contains 75254 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 10 contains 8159 members 
Mstep: Class 11 contains 31111 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 4613 members 
Mstep: Class 14 contains 4382 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 11807 members 
Mstep: Class 19 contains 7331 members 
Mstep: Class 20 contains 5248 members 
Mstep: Class 21 contains 3602 members 
Mstep: Class 22 contains 6733 members 
Mstep: Class 23 contains 4635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799936.000000 Penalty: 40783.113281
Iteration 28Q: 21 clusters Score -2.479994e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 21686 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 17312 members 
Mstep: Class 7 contains 75159 members 
Mstep: Class 8 contains 11788 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 31080 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 4591 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 11754 members 
Mstep: Class 19 contains 7430 members 
Mstep: Class 20 contains 5242 members 
Mstep: Class 21 contains 3619 members 
Mstep: Class 22 contains 6736 members 
Mstep: Class 23 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800000.000000 Penalty: 40783.113281
Iteration 29Q: 21 clusters Score -2.48e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 21540 members 
Mstep: Class 3 contains 13808 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 7 contains 75096 members 
Mstep: Class 8 contains 11763 members 
Mstep: Class 10 contains 8109 members 
Mstep: Class 11 contains 31031 members 
Mstep: Class 12 contains 6987 members 
Mstep: Class 13 contains 4556 members 
Mstep: Class 14 contains 4477 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 2942 members 
Mstep: Class 18 contains 11703 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 3644 members 
Mstep: Class 22 contains 6741 members 
Mstep: Class 23 contains 4648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24799998.000000 Penalty: 40783.113281
Iteration 30Q: 21 clusters Score -2.48e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 21401 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 17784 members 
Mstep: Class 7 contains 75048 members 
Mstep: Class 8 contains 11743 members 
Mstep: Class 10 contains 8089 members 
Mstep: Class 11 contains 31008 members 
Mstep: Class 12 contains 6983 members 
Mstep: Class 13 contains 4530 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 16 contains 1955 members 
Mstep: Class 17 contains 2950 members 
Mstep: Class 18 contains 11665 members 
Mstep: Class 19 contains 7588 members 
Mstep: Class 20 contains 5224 members 
Mstep: Class 21 contains 3645 members 
Mstep: Class 22 contains 6751 members 
Mstep: Class 23 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800030.000000 Penalty: 40783.113281
Iteration 31Q: 21 clusters Score -2.480003e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 21262 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 7 contains 74996 members 
Mstep: Class 8 contains 11715 members 
Mstep: Class 10 contains 8070 members 
Mstep: Class 11 contains 30995 members 
Mstep: Class 12 contains 6979 members 
Mstep: Class 13 contains 4508 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2958 members 
Mstep: Class 18 contains 11623 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 20 contains 5226 members 
Mstep: Class 21 contains 3674 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 4674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800112.000000 Penalty: 40783.113281
Iteration 32Q: 21 clusters Score -2.480011e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 21147 members 
Mstep: Class 3 contains 13404 members 
Mstep: Class 4 contains 4849 members 
Mstep: Class 5 contains 18195 members 
Mstep: Class 7 contains 74955 members 
Mstep: Class 8 contains 11694 members 
Mstep: Class 10 contains 8055 members 
Mstep: Class 11 contains 30983 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 4491 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 16 contains 1933 members 
Mstep: Class 17 contains 2960 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 7685 members 
Mstep: Class 20 contains 5228 members 
Mstep: Class 21 contains 3695 members 
Mstep: Class 22 contains 6768 members 
Mstep: Class 23 contains 4683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800278.000000 Penalty: 40783.113281
Iteration 33Q: 21 clusters Score -2.480028e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 21041 members 
Mstep: Class 3 contains 13281 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 18357 members 
Mstep: Class 7 contains 74923 members 
Mstep: Class 8 contains 11679 members 
Mstep: Class 10 contains 8034 members 
Mstep: Class 11 contains 30975 members 
Mstep: Class 12 contains 6976 members 
Mstep: Class 13 contains 4471 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 11561 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 5235 members 
Mstep: Class 21 contains 3718 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 4690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800380.000000 Penalty: 40783.113281
Iteration 34Q: 21 clusters Score -2.480038e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 20942 members 
Mstep: Class 3 contains 13188 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 18475 members 
Mstep: Class 7 contains 74882 members 
Mstep: Class 8 contains 11672 members 
Mstep: Class 10 contains 8027 members 
Mstep: Class 11 contains 30965 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 16 contains 1908 members 
Mstep: Class 17 contains 2968 members 
Mstep: Class 18 contains 11535 members 
Mstep: Class 19 contains 7769 members 
Mstep: Class 20 contains 5248 members 
Mstep: Class 21 contains 3726 members 
Mstep: Class 22 contains 6774 members 
Mstep: Class 23 contains 4700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800386.000000 Penalty: 40783.113281
Iteration 35Q: 21 clusters Score -2.480039e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 20855 members 
Mstep: Class 3 contains 13111 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 18570 members 
Mstep: Class 7 contains 74860 members 
Mstep: Class 8 contains 11666 members 
Mstep: Class 10 contains 8014 members 
Mstep: Class 11 contains 30948 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 4436 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 11521 members 
Mstep: Class 19 contains 7817 members 
Mstep: Class 20 contains 5257 members 
Mstep: Class 21 contains 3747 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 4711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800390.000000 Penalty: 40783.113281
Iteration 36Q: 21 clusters Score -2.480039e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 20783 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 18647 members 
Mstep: Class 7 contains 74847 members 
Mstep: Class 8 contains 11655 members 
Mstep: Class 10 contains 8005 members 
Mstep: Class 11 contains 30958 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 11496 members 
Mstep: Class 19 contains 7848 members 
Mstep: Class 20 contains 5258 members 
Mstep: Class 21 contains 3755 members 
Mstep: Class 22 contains 6781 members 
Mstep: Class 23 contains 4722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800414.000000 Penalty: 40783.113281
Iteration 37Q: 21 clusters Score -2.480041e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 20715 members 
Mstep: Class 3 contains 12988 members 
Mstep: Class 4 contains 4863 members 
Mstep: Class 5 contains 18716 members 
Mstep: Class 7 contains 74825 members 
Mstep: Class 8 contains 11643 members 
Mstep: Class 10 contains 7987 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 6974 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 11476 members 
Mstep: Class 19 contains 7884 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 3771 members 
Mstep: Class 22 contains 6787 members 
Mstep: Class 23 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24800486.000000 Penalty: 40783.113281
Iteration 38Q: 21 clusters Score -2.480049e+07 nChanged 387
Entering ConstructFrom: 
Score: -24800486.000000 Penalty: 40783.113281
Entering ConstructFrom: 
Trying to split cluster 1 (38112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Entering Unmasked Estep 
Score: -3474982.000000 Penalty: 1714.096191
	Iteration 0F: 2 clusters Score -3474982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -3449484.750000 Penalty: 3428.192383
	Iteration 0F: 3 clusters Score -3449485 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -3459519.750000 Penalty: 3428.192383
	Iteration 1F: 3 clusters Score -3459520 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3459963.250000 Penalty: 3428.192383
	Iteration 2Q: 3 clusters Score -3459963 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -3460421.250000 Penalty: 3428.192383
	Iteration 3Q: 3 clusters Score -3460421 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -3461002.750000 Penalty: 3428.192383
	Iteration 4Q: 3 clusters Score -3461003 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3461886.000000 Penalty: 3428.192383
	Iteration 5Q: 3 clusters Score -3461886 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -3463386.250000 Penalty: 3428.192383
	Iteration 6F: 3 clusters Score -3463386 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -3465509.750000 Penalty: 3428.192383
	Iteration 7F: 3 clusters Score -3465510 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 31154 members 
Entering Unmasked Estep 
Score: -3467951.750000 Penalty: 3428.192383
	Iteration 8F: 3 clusters Score -3467952 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -3470255.000000 Penalty: 3428.192383
	Iteration 9F: 3 clusters Score -3470255 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3472007.250000 Penalty: 3428.192383
	Iteration 10Q: 3 clusters Score -3472007 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36428 members 
Entering Unmasked Estep 
Score: -3473112.500000 Penalty: 3428.192383
	Iteration 11Q: 3 clusters Score -3473112 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -3473735.500000 Penalty: 3428.192383
	Iteration 12Q: 3 clusters Score -3473736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -3473957.250000 Penalty: 3428.192383
	Iteration 13Q: 3 clusters Score -3473957 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -3474070.250000 Penalty: 3428.192383
	Iteration 14Q: 3 clusters Score -3474070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -3474138.750000 Penalty: 3428.192383
	Iteration 15Q: 3 clusters Score -3474139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3474173.250000 Penalty: 3428.192383
	Iteration 16Q: 3 clusters Score -3474173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37208 members 
Entering Unmasked Estep 
Score: -3474181.500000 Penalty: 3428.192383
	Iteration 17Q: 3 clusters Score -3474182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3474187.000000 Penalty: 3428.192383
	Iteration 18Q: 3 clusters Score -3474187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3474188.750000 Penalty: 3428.192383
	Iteration 19Q: 3 clusters Score -3474189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -3474193.250000 Penalty: 3428.192383
	Iteration 20F: 3 clusters Score -3474193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -3474204.250000 Penalty: 3428.192383
	Iteration 21Q: 3 clusters Score -3474204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3474203.750000 Penalty: 3428.192383
	Iteration 22Q: 3 clusters Score -3474204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -3474212.000000 Penalty: 3428.192383
	Iteration 23Q: 3 clusters Score -3474212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3474207.000000 Penalty: 3428.192383
	Iteration 24Q: 3 clusters Score -3474207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -3474211.500000 Penalty: 3428.192383
	Iteration 25Q: 3 clusters Score -3474212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -3474214.000000 Penalty: 3428.192383
	Iteration 26Q: 3 clusters Score -3474214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -3474222.500000 Penalty: 3428.192383
	Iteration 27Q: 3 clusters Score -3474222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -3474222.750000 Penalty: 3428.192383
	Iteration 28Q: 3 clusters Score -3474223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -3474223.000000 Penalty: 3428.192383
	Iteration 29Q: 3 clusters Score -3474223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 37293 members 
Entering Unmasked Estep 
Score: -3474223.750000 Penalty: 3428.192383
	Iteration 30Q: 3 clusters Score -3474224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -3474223.750000 Penalty: 3428.192383
	Iteration 31Q: 3 clusters Score -3474224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -3474226.750000 Penalty: 3428.192383
	Iteration 32Q: 3 clusters Score -3474227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -3474221.750000 Penalty: 3428.192383
	Iteration 33Q: 3 clusters Score -3474222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -3474223.500000 Penalty: 3428.192383
	Iteration 34Q: 3 clusters Score -3474224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3474226.250000 Penalty: 3428.192383
	Iteration 35Q: 3 clusters Score -3474226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -3474225.250000 Penalty: 3428.192383
	Iteration 36Q: 3 clusters Score -3474225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3474224.500000 Penalty: 3428.192383
	Iteration 37Q: 3 clusters Score -3474224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37304 members 
Entering Unmasked Estep 
Score: -3474224.500000 Penalty: 3428.192383
	Iteration 38F: 3 clusters Score -3474224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Entering Unmasked Estep 
Score: -1908373.750000 Penalty: 1614.521851
	Iteration 0F: 2 clusters Score -1908374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -1894362.250000 Penalty: 3229.043701
	Iteration 0F: 3 clusters Score -1894362 nChanged 9412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1899899.750000 Penalty: 3229.043701
	Iteration 1F: 3 clusters Score -1899900 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1900964.500000 Penalty: 3229.043701
	Iteration 2F: 3 clusters Score -1900964 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1902166.250000 Penalty: 3229.043701
	Iteration 3F: 3 clusters Score -1902166 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1903332.375000 Penalty: 3229.043701
	Iteration 4F: 3 clusters Score -1903332 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1904537.750000 Penalty: 3229.043701
	Iteration 5F: 3 clusters Score -1904538 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -1905767.000000 Penalty: 3229.043701
	Iteration 6F: 3 clusters Score -1905767 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -1906899.125000 Penalty: 3229.043701
	Iteration 7F: 3 clusters Score -1906899 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -1907965.625000 Penalty: 3229.043701
	Iteration 8Q: 3 clusters Score -1907966 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -1908816.250000 Penalty: 3229.043701
	Iteration 9Q: 3 clusters Score -1908816 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1909347.125000 Penalty: 3229.043701
	Iteration 10Q: 3 clusters Score -1909347 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -1909627.625000 Penalty: 3229.043701
	Iteration 11Q: 3 clusters Score -1909628 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1909727.750000 Penalty: 3229.043701
	Iteration 12Q: 3 clusters Score -1909728 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1909765.000000 Penalty: 3229.043701
	Iteration 13Q: 3 clusters Score -1909765 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1909778.625000 Penalty: 3229.043701
	Iteration 14Q: 3 clusters Score -1909779 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1909782.000000 Penalty: 3229.043701
	Iteration 15Q: 3 clusters Score -1909782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -1909788.125000 Penalty: 3229.043701
	Iteration 16Q: 3 clusters Score -1909788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -1909793.375000 Penalty: 3229.043701
	Iteration 17Q: 3 clusters Score -1909793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -1909793.375000 Penalty: 3229.043701
	Iteration 18Q: 3 clusters Score -1909793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1909798.000000 Penalty: 3229.043701
	Iteration 19Q: 3 clusters Score -1909798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1909798.500000 Penalty: 3229.043701
	Iteration 20F: 3 clusters Score -1909798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1909796.250000 Penalty: 3229.043701
	Iteration 21Q: 3 clusters Score -1909796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -1909801.000000 Penalty: 3229.043701
	Iteration 22Q: 3 clusters Score -1909801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1909797.000000 Penalty: 3229.043701
	Iteration 23Q: 3 clusters Score -1909797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1909799.500000 Penalty: 3229.043701
	Iteration 24Q: 3 clusters Score -1909800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -1909803.625000 Penalty: 3229.043701
	Iteration 25Q: 3 clusters Score -1909804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -1909802.500000 Penalty: 3229.043701
	Iteration 26Q: 3 clusters Score -1909802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -1909802.625000 Penalty: 3229.043701
	Iteration 27Q: 3 clusters Score -1909803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1909801.125000 Penalty: 3229.043701
	Iteration 28Q: 3 clusters Score -1909801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1909801.125000 Penalty: 3229.043701
	Iteration 29F: 3 clusters Score -1909801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 74824 members 
Mstep: Class 8 contains 11633 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4741 members 
Entering Unmasked Estep 
Score: -24801652.000000 Penalty: 42822.269531
Splitting cluster 2 changes total score from -24800486.000000 to -24801652.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (12910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Entering Unmasked Estep 
Score: -1137829.875000 Penalty: 1538.185547
	Iteration 0F: 2 clusters Score -1137830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1128813.625000 Penalty: 3076.371094
	Iteration 0F: 3 clusters Score -1128814 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1131951.000000 Penalty: 3076.371094
	Iteration 1F: 3 clusters Score -1131951 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1132310.875000 Penalty: 3076.371094
	Iteration 2F: 3 clusters Score -1132311 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1132630.875000 Penalty: 3076.371094
	Iteration 3F: 3 clusters Score -1132631 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1132960.875000 Penalty: 3076.371094
	Iteration 4Q: 3 clusters Score -1132961 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1133309.500000 Penalty: 3076.371094
	Iteration 5Q: 3 clusters Score -1133310 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1133641.250000 Penalty: 3076.371094
	Iteration 6Q: 3 clusters Score -1133641 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1133950.250000 Penalty: 3076.371094
	Iteration 7Q: 3 clusters Score -1133950 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1134220.625000 Penalty: 3076.371094
	Iteration 8Q: 3 clusters Score -1134221 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1134495.625000 Penalty: 3076.371094
	Iteration 9Q: 3 clusters Score -1134496 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1134781.625000 Penalty: 3076.371094
	Iteration 10Q: 3 clusters Score -1134782 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1135063.875000 Penalty: 3076.371094
	Iteration 11Q: 3 clusters Score -1135064 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1135341.000000 Penalty: 3076.371094
	Iteration 12Q: 3 clusters Score -1135341 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1135568.625000 Penalty: 3076.371094
	Iteration 13Q: 3 clusters Score -1135569 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1135765.000000 Penalty: 3076.371094
	Iteration 14Q: 3 clusters Score -1135765 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1135907.250000 Penalty: 3076.371094
	Iteration 15Q: 3 clusters Score -1135907 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1136024.375000 Penalty: 3076.371094
	Iteration 16Q: 3 clusters Score -1136024 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1136137.875000 Penalty: 3076.371094
	Iteration 17Q: 3 clusters Score -1136138 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1136227.875000 Penalty: 3076.371094
	Iteration 18Q: 3 clusters Score -1136228 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1136322.875000 Penalty: 3076.371094
	Iteration 19Q: 3 clusters Score -1136323 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1136407.375000 Penalty: 3076.371094
	Iteration 20F: 3 clusters Score -1136407 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1136480.000000 Penalty: 3076.371094
	Iteration 21Q: 3 clusters Score -1136480 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1136561.750000 Penalty: 3076.371094
	Iteration 22Q: 3 clusters Score -1136562 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1136657.000000 Penalty: 3076.371094
	Iteration 23Q: 3 clusters Score -1136657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1136727.250000 Penalty: 3076.371094
	Iteration 24Q: 3 clusters Score -1136727 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1136792.375000 Penalty: 3076.371094
	Iteration 25Q: 3 clusters Score -1136792 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1136834.125000 Penalty: 3076.371094
	Iteration 26Q: 3 clusters Score -1136834 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1136873.250000 Penalty: 3076.371094
	Iteration 27Q: 3 clusters Score -1136873 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1136906.875000 Penalty: 3076.371094
	Iteration 28Q: 3 clusters Score -1136907 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1136931.750000 Penalty: 3076.371094
	Iteration 29Q: 3 clusters Score -1136932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1136949.750000 Penalty: 3076.371094
	Iteration 30Q: 3 clusters Score -1136950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1136963.375000 Penalty: 3076.371094
	Iteration 31Q: 3 clusters Score -1136963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1136985.750000 Penalty: 3076.371094
	Iteration 32Q: 3 clusters Score -1136986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1137000.000000 Penalty: 3076.371094
	Iteration 33Q: 3 clusters Score -1137000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1137020.625000 Penalty: 3076.371094
	Iteration 34Q: 3 clusters Score -1137021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1137035.125000 Penalty: 3076.371094
	Iteration 35Q: 3 clusters Score -1137035 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1137056.875000 Penalty: 3076.371094
	Iteration 36Q: 3 clusters Score -1137057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1137078.125000 Penalty: 3076.371094
	Iteration 37Q: 3 clusters Score -1137078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1137095.000000 Penalty: 3076.371094
	Iteration 38Q: 3 clusters Score -1137095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1137108.500000 Penalty: 3076.371094
	Iteration 39Q: 3 clusters Score -1137108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1137113.625000 Penalty: 3076.371094
	Iteration 40F: 3 clusters Score -1137114 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1137120.125000 Penalty: 3076.371094
	Iteration 41Q: 3 clusters Score -1137120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1137126.375000 Penalty: 3076.371094
	Iteration 42Q: 3 clusters Score -1137126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1137129.125000 Penalty: 3076.371094
	Iteration 43Q: 3 clusters Score -1137129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1137128.875000 Penalty: 3076.371094
	Iteration 44Q: 3 clusters Score -1137129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1137128.875000 Penalty: 3076.371094
	Iteration 45F: 3 clusters Score -1137129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Entering Unmasked Estep 
Score: -449944.437500 Penalty: 1379.596191
	Iteration 0F: 2 clusters Score -449944.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -446018.843750 Penalty: 2759.192383
	Iteration 0F: 3 clusters Score -446018.8 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -447072.593750 Penalty: 2759.192383
	Iteration 1F: 3 clusters Score -447072.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -447256.812500 Penalty: 2759.192383
	Iteration 2F: 3 clusters Score -447256.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -447391.656250 Penalty: 2759.192383
	Iteration 3F: 3 clusters Score -447391.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -447487.468750 Penalty: 2759.192383
	Iteration 4Q: 3 clusters Score -447487.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -447549.187500 Penalty: 2759.192383
	Iteration 5Q: 3 clusters Score -447549.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -447594.625000 Penalty: 2759.192383
	Iteration 6Q: 3 clusters Score -447594.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -447639.281250 Penalty: 2759.192383
	Iteration 7Q: 3 clusters Score -447639.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -447683.187500 Penalty: 2759.192383
	Iteration 8Q: 3 clusters Score -447683.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -447729.750000 Penalty: 2759.192383
	Iteration 9Q: 3 clusters Score -447729.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -447786.812500 Penalty: 2759.192383
	Iteration 10Q: 3 clusters Score -447786.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -447843.781250 Penalty: 2759.192383
	Iteration 11Q: 3 clusters Score -447843.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -447907.218750 Penalty: 2759.192383
	Iteration 12Q: 3 clusters Score -447907.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -447973.812500 Penalty: 2759.192383
	Iteration 13Q: 3 clusters Score -447973.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -448038.875000 Penalty: 2759.192383
	Iteration 14Q: 3 clusters Score -448038.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -448110.156250 Penalty: 2759.192383
	Iteration 15Q: 3 clusters Score -448110.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -448174.656250 Penalty: 2759.192383
	Iteration 16Q: 3 clusters Score -448174.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -448243.968750 Penalty: 2759.192383
	Iteration 17Q: 3 clusters Score -448244 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -448318.781250 Penalty: 2759.192383
	Iteration 18Q: 3 clusters Score -448318.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -448391.656250 Penalty: 2759.192383
	Iteration 19Q: 3 clusters Score -448391.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -448462.562500 Penalty: 2759.192383
	Iteration 20F: 3 clusters Score -448462.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -448527.125000 Penalty: 2759.192383
	Iteration 21Q: 3 clusters Score -448527.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -448582.250000 Penalty: 2759.192383
	Iteration 22Q: 3 clusters Score -448582.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -448631.343750 Penalty: 2759.192383
	Iteration 23Q: 3 clusters Score -448631.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -448665.000000 Penalty: 2759.192383
	Iteration 24Q: 3 clusters Score -448665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -448698.312500 Penalty: 2759.192383
	Iteration 25Q: 3 clusters Score -448698.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -448720.781250 Penalty: 2759.192383
	Iteration 26Q: 3 clusters Score -448720.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -448734.906250 Penalty: 2759.192383
	Iteration 27Q: 3 clusters Score -448734.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -448751.437500 Penalty: 2759.192383
	Iteration 28Q: 3 clusters Score -448751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -448767.718750 Penalty: 2759.192383
	Iteration 29Q: 3 clusters Score -448767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -448779.625000 Penalty: 2759.192383
	Iteration 30Q: 3 clusters Score -448779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -448785.062500 Penalty: 2759.192383
	Iteration 31Q: 3 clusters Score -448785.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -448789.187500 Penalty: 2759.192383
	Iteration 32Q: 3 clusters Score -448789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -448791.218750 Penalty: 2759.192383
	Iteration 33Q: 3 clusters Score -448791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -448791.406250 Penalty: 2759.192383
	Iteration 34Q: 3 clusters Score -448791.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -448794.250000 Penalty: 2759.192383
	Iteration 35Q: 3 clusters Score -448794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -448794.375000 Penalty: 2759.192383
	Iteration 36Q: 3 clusters Score -448794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -448795.031250 Penalty: 2759.192383
	Iteration 37Q: 3 clusters Score -448795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -448795.625000 Penalty: 2759.192383
	Iteration 38Q: 3 clusters Score -448795.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -448795.625000 Penalty: 2759.192383
	Iteration 39F: 3 clusters Score -448795.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Entering Unmasked Estep 
Score: -1716474.500000 Penalty: 1599.218750
	Iteration 0F: 2 clusters Score -1716474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1703458.500000 Penalty: 3198.437500
	Iteration 0F: 3 clusters Score -1703458 nChanged 8592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1708168.125000 Penalty: 3198.437500
	Iteration 1F: 3 clusters Score -1708168 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1708490.375000 Penalty: 3198.437500
	Iteration 2Q: 3 clusters Score -1708490 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1708781.375000 Penalty: 3198.437500
	Iteration 3Q: 3 clusters Score -1708781 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1709056.750000 Penalty: 3198.437500
	Iteration 4Q: 3 clusters Score -1709057 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1709342.625000 Penalty: 3198.437500
	Iteration 5Q: 3 clusters Score -1709343 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1709724.625000 Penalty: 3198.437500
	Iteration 6Q: 3 clusters Score -1709725 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1710178.000000 Penalty: 3198.437500
	Iteration 7Q: 3 clusters Score -1710178 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1710722.625000 Penalty: 3198.437500
	Iteration 8F: 3 clusters Score -1710723 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1711471.125000 Penalty: 3198.437500
	Iteration 9F: 3 clusters Score -1711471 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1712274.625000 Penalty: 3198.437500
	Iteration 10F: 3 clusters Score -1712275 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1712991.500000 Penalty: 3198.437500
	Iteration 11F: 3 clusters Score -1712992 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1713601.875000 Penalty: 3198.437500
	Iteration 12Q: 3 clusters Score -1713602 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1714049.000000 Penalty: 3198.437500
	Iteration 13Q: 3 clusters Score -1714049 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1714364.625000 Penalty: 3198.437500
	Iteration 14Q: 3 clusters Score -1714365 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1714600.250000 Penalty: 3198.437500
	Iteration 15Q: 3 clusters Score -1714600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1714760.500000 Penalty: 3198.437500
	Iteration 16Q: 3 clusters Score -1714760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1714873.875000 Penalty: 3198.437500
	Iteration 17Q: 3 clusters Score -1714874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1714950.125000 Penalty: 3198.437500
	Iteration 18Q: 3 clusters Score -1714950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1715006.125000 Penalty: 3198.437500
	Iteration 19Q: 3 clusters Score -1715006 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1715037.875000 Penalty: 3198.437500
	Iteration 20F: 3 clusters Score -1715038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1715062.750000 Penalty: 3198.437500
	Iteration 21Q: 3 clusters Score -1715063 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1715084.625000 Penalty: 3198.437500
	Iteration 22Q: 3 clusters Score -1715085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1715104.250000 Penalty: 3198.437500
	Iteration 23Q: 3 clusters Score -1715104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1715117.000000 Penalty: 3198.437500
	Iteration 24Q: 3 clusters Score -1715117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1715130.125000 Penalty: 3198.437500
	Iteration 25Q: 3 clusters Score -1715130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1715143.500000 Penalty: 3198.437500
	Iteration 26Q: 3 clusters Score -1715144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1715148.875000 Penalty: 3198.437500
	Iteration 27Q: 3 clusters Score -1715149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1715160.125000 Penalty: 3198.437500
	Iteration 28Q: 3 clusters Score -1715160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1715160.750000 Penalty: 3198.437500
	Iteration 29Q: 3 clusters Score -1715161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1715166.125000 Penalty: 3198.437500
	Iteration 30Q: 3 clusters Score -1715166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1715166.625000 Penalty: 3198.437500
	Iteration 31Q: 3 clusters Score -1715167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1715167.875000 Penalty: 3198.437500
	Iteration 32Q: 3 clusters Score -1715168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1715168.375000 Penalty: 3198.437500
	Iteration 33Q: 3 clusters Score -1715168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1715170.250000 Penalty: 3198.437500
	Iteration 34Q: 3 clusters Score -1715170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1715173.125000 Penalty: 3198.437500
	Iteration 35Q: 3 clusters Score -1715173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1715175.750000 Penalty: 3198.437500
	Iteration 36Q: 3 clusters Score -1715176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1715175.375000 Penalty: 3198.437500
	Iteration 37Q: 3 clusters Score -1715175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1715181.375000 Penalty: 3198.437500
	Iteration 38Q: 3 clusters Score -1715181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1715183.625000 Penalty: 3198.437500
	Iteration 39Q: 3 clusters Score -1715184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1715190.625000 Penalty: 3198.437500
	Iteration 40F: 3 clusters Score -1715191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1715192.250000 Penalty: 3198.437500
	Iteration 41Q: 3 clusters Score -1715192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1715195.875000 Penalty: 3198.437500
	Iteration 42Q: 3 clusters Score -1715196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1715196.250000 Penalty: 3198.437500
	Iteration 43Q: 3 clusters Score -1715196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1715196.250000 Penalty: 3198.437500
	Iteration 44F: 3 clusters Score -1715196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74824 members 
Entering Unmasked Estep 
Score: -6925506.000000 Penalty: 1823.720215
	Iteration 0F: 2 clusters Score -6925506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -6875945.500000 Penalty: 3647.440430
	Iteration 0F: 3 clusters Score -6875946 nChanged 35544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -6896629.000000 Penalty: 3647.440430
	Iteration 1F: 3 clusters Score -6896629 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -6897615.500000 Penalty: 3647.440430
	Iteration 2Q: 3 clusters Score -6897616 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35366 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -6898950.500000 Penalty: 3647.440430
	Iteration 3Q: 3 clusters Score -6898950 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -6900563.000000 Penalty: 3647.440430
	Iteration 4Q: 3 clusters Score -6900563 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -6902612.500000 Penalty: 3647.440430
	Iteration 5F: 3 clusters Score -6902612 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -6905309.500000 Penalty: 3647.440430
	Iteration 6F: 3 clusters Score -6905310 nChanged 4734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -6908697.000000 Penalty: 3647.440430
	Iteration 7F: 3 clusters Score -6908697 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -6912208.000000 Penalty: 3647.440430
	Iteration 8F: 3 clusters Score -6912208 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 49869 members 
Entering Unmasked Estep 
Score: -6914759.500000 Penalty: 3647.440430
	Iteration 9F: 3 clusters Score -6914760 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -6916051.500000 Penalty: 3647.440430
	Iteration 10Q: 3 clusters Score -6916052 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -6916733.500000 Penalty: 3647.440430
	Iteration 11Q: 3 clusters Score -6916734 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -6917226.000000 Penalty: 3647.440430
	Iteration 12Q: 3 clusters Score -6917226 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 54916 members 
Entering Unmasked Estep 
Score: -6917608.500000 Penalty: 3647.440430
	Iteration 13Q: 3 clusters Score -6917608 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 56060 members 
Entering Unmasked Estep 
Score: -6917982.500000 Penalty: 3647.440430
	Iteration 14Q: 3 clusters Score -6917982 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 57181 members 
Entering Unmasked Estep 
Score: -6918403.500000 Penalty: 3647.440430
	Iteration 15Q: 3 clusters Score -6918404 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 58201 members 
Entering Unmasked Estep 
Score: -6918754.500000 Penalty: 3647.440430
	Iteration 16Q: 3 clusters Score -6918754 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 59162 members 
Entering Unmasked Estep 
Score: -6919041.500000 Penalty: 3647.440430
	Iteration 17Q: 3 clusters Score -6919042 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 60118 members 
Entering Unmasked Estep 
Score: -6919322.500000 Penalty: 3647.440430
	Iteration 18Q: 3 clusters Score -6919322 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -6919651.500000 Penalty: 3647.440430
	Iteration 19Q: 3 clusters Score -6919652 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 61982 members 
Entering Unmasked Estep 
Score: -6920069.500000 Penalty: 3647.440430
	Iteration 20F: 3 clusters Score -6920070 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -6920432.500000 Penalty: 3647.440430
	Iteration 21Q: 3 clusters Score -6920432 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -6920838.500000 Penalty: 3647.440430
	Iteration 22Q: 3 clusters Score -6920838 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -6921321.500000 Penalty: 3647.440430
	Iteration 23Q: 3 clusters Score -6921322 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -6921771.000000 Penalty: 3647.440430
	Iteration 24Q: 3 clusters Score -6921771 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -6922221.500000 Penalty: 3647.440430
	Iteration 25Q: 3 clusters Score -6922222 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 67138 members 
Entering Unmasked Estep 
Score: -6922539.500000 Penalty: 3647.440430
	Iteration 26Q: 3 clusters Score -6922540 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 67687 members 
Entering Unmasked Estep 
Score: -6922811.000000 Penalty: 3647.440430
	Iteration 27Q: 3 clusters Score -6922811 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -6922994.000000 Penalty: 3647.440430
	Iteration 28Q: 3 clusters Score -6922994 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 68619 members 
Entering Unmasked Estep 
Score: -6923191.000000 Penalty: 3647.440430
	Iteration 29Q: 3 clusters Score -6923191 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 69018 members 
Entering Unmasked Estep 
Score: -6923359.500000 Penalty: 3647.440430
	Iteration 30Q: 3 clusters Score -6923360 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -6923442.500000 Penalty: 3647.440430
	Iteration 31Q: 3 clusters Score -6923442 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -6923526.500000 Penalty: 3647.440430
	Iteration 32Q: 3 clusters Score -6923526 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 69939 members 
Entering Unmasked Estep 
Score: -6923633.500000 Penalty: 3647.440430
	Iteration 33Q: 3 clusters Score -6923634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 70204 members 
Entering Unmasked Estep 
Score: -6923750.000000 Penalty: 3647.440430
	Iteration 34Q: 3 clusters Score -6923750 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 70426 members 
Entering Unmasked Estep 
Score: -6923800.000000 Penalty: 3647.440430
	Iteration 35Q: 3 clusters Score -6923800 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -6923843.000000 Penalty: 3647.440430
	Iteration 36Q: 3 clusters Score -6923843 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 70774 members 
Entering Unmasked Estep 
Score: -6923855.000000 Penalty: 3647.440430
	Iteration 37Q: 3 clusters Score -6923855 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -6923891.000000 Penalty: 3647.440430
	Iteration 38Q: 3 clusters Score -6923891 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -6923936.000000 Penalty: 3647.440430
	Iteration 39Q: 3 clusters Score -6923936 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 71197 members 
Entering Unmasked Estep 
Score: -6923981.500000 Penalty: 3647.440430
	Iteration 40F: 3 clusters Score -6923982 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 71309 members 
Entering Unmasked Estep 
Score: -6924011.000000 Penalty: 3647.440430
	Iteration 41Q: 3 clusters Score -6924011 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -6924024.000000 Penalty: 3647.440430
	Iteration 42Q: 3 clusters Score -6924024 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 71480 members 
Entering Unmasked Estep 
Score: -6924056.000000 Penalty: 3647.440430
	Iteration 43Q: 3 clusters Score -6924056 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -6924057.500000 Penalty: 3647.440430
	Iteration 44Q: 3 clusters Score -6924058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -6924086.000000 Penalty: 3647.440430
	Iteration 45Q: 3 clusters Score -6924086 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 71691 members 
Entering Unmasked Estep 
Score: -6924107.000000 Penalty: 3647.440430
	Iteration 46Q: 3 clusters Score -6924107 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -6924113.000000 Penalty: 3647.440430
	Iteration 47Q: 3 clusters Score -6924113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 71784 members 
Entering Unmasked Estep 
Score: -6924120.000000 Penalty: 3647.440430
	Iteration 48Q: 3 clusters Score -6924120 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 71831 members 
Entering Unmasked Estep 
Score: -6924132.500000 Penalty: 3647.440430
	Iteration 49Q: 3 clusters Score -6924132 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 71882 members 
Entering Unmasked Estep 
Score: -6924113.500000 Penalty: 3647.440430
	Iteration 50Q: 3 clusters Score -6924114 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -6924127.500000 Penalty: 3647.440430
	Iteration 51Q: 3 clusters Score -6924128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -6924140.500000 Penalty: 3647.440430
	Iteration 52Q: 3 clusters Score -6924140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -6924148.000000 Penalty: 3647.440430
	Iteration 53Q: 3 clusters Score -6924148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 72006 members 
Entering Unmasked Estep 
Score: -6924149.500000 Penalty: 3647.440430
	Iteration 54Q: 3 clusters Score -6924150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -6924147.500000 Penalty: 3647.440430
	Iteration 55Q: 3 clusters Score -6924148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -6924157.000000 Penalty: 3647.440430
	Iteration 56Q: 3 clusters Score -6924157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 72054 members 
Entering Unmasked Estep 
Score: -6924160.000000 Penalty: 3647.440430
	Iteration 57Q: 3 clusters Score -6924160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -6924160.500000 Penalty: 3647.440430
	Iteration 58Q: 3 clusters Score -6924160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -6924169.500000 Penalty: 3647.440430
	Iteration 59Q: 3 clusters Score -6924170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 72093 members 
Entering Unmasked Estep 
Score: -6924163.500000 Penalty: 3647.440430
	Iteration 60F: 3 clusters Score -6924164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 72101 members 
Entering Unmasked Estep 
Score: -6924157.500000 Penalty: 3647.440430
	Iteration 61Q: 3 clusters Score -6924158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -6924154.500000 Penalty: 3647.440430
	Iteration 62Q: 3 clusters Score -6924154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 72125 members 
Entering Unmasked Estep 
Score: -6924161.500000 Penalty: 3647.440430
	Iteration 63Q: 3 clusters Score -6924162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 72137 members 
Entering Unmasked Estep 
Score: -6924165.000000 Penalty: 3647.440430
	Iteration 64Q: 3 clusters Score -6924165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -6924169.000000 Penalty: 3647.440430
	Iteration 65Q: 3 clusters Score -6924169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 72160 members 
Entering Unmasked Estep 
Score: -6924172.000000 Penalty: 3647.440430
	Iteration 66Q: 3 clusters Score -6924172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 72173 members 
Entering Unmasked Estep 
Score: -6924184.000000 Penalty: 3647.440430
	Iteration 67Q: 3 clusters Score -6924184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -6924187.000000 Penalty: 3647.440430
	Iteration 68Q: 3 clusters Score -6924187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -6924185.500000 Penalty: 3647.440430
	Iteration 69Q: 3 clusters Score -6924186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 72188 members 
Entering Unmasked Estep 
Score: -6924176.000000 Penalty: 3647.440430
	Iteration 70Q: 3 clusters Score -6924176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 72197 members 
Entering Unmasked Estep 
Score: -6924181.000000 Penalty: 3647.440430
	Iteration 71Q: 3 clusters Score -6924181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 72207 members 
Entering Unmasked Estep 
Score: -6924181.000000 Penalty: 3647.440430
	Iteration 72Q: 3 clusters Score -6924181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 72216 members 
Entering Unmasked Estep 
Score: -6924182.500000 Penalty: 3647.440430
	Iteration 73Q: 3 clusters Score -6924182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 72222 members 
Entering Unmasked Estep 
Score: -6924182.000000 Penalty: 3647.440430
	Iteration 74Q: 3 clusters Score -6924182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 72230 members 
Entering Unmasked Estep 
Score: -6924188.000000 Penalty: 3647.440430
	Iteration 75Q: 3 clusters Score -6924188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 72236 members 
Entering Unmasked Estep 
Score: -6924191.500000 Penalty: 3647.440430
	Iteration 76Q: 3 clusters Score -6924192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -6924191.500000 Penalty: 3647.440430
	Iteration 77Q: 3 clusters Score -6924192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 72245 members 
Entering Unmasked Estep 
Score: -6924201.000000 Penalty: 3647.440430
	Iteration 78Q: 3 clusters Score -6924201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -6924199.500000 Penalty: 3647.440430
	Iteration 79Q: 3 clusters Score -6924200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 72251 members 
Entering Unmasked Estep 
Score: -6924191.000000 Penalty: 3647.440430
	Iteration 80F: 3 clusters Score -6924191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -6924194.000000 Penalty: 3647.440430
	Iteration 81Q: 3 clusters Score -6924194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 72262 members 
Entering Unmasked Estep 
Score: -6924187.500000 Penalty: 3647.440430
	Iteration 82Q: 3 clusters Score -6924188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 72270 members 
Entering Unmasked Estep 
Score: -6924182.500000 Penalty: 3647.440430
	Iteration 83Q: 3 clusters Score -6924182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -6924180.000000 Penalty: 3647.440430
	Iteration 84Q: 3 clusters Score -6924180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 72283 members 
Entering Unmasked Estep 
Score: -6924185.000000 Penalty: 3647.440430
	Iteration 85Q: 3 clusters Score -6924185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 72290 members 
Entering Unmasked Estep 
Score: -6924178.500000 Penalty: 3647.440430
	Iteration 86Q: 3 clusters Score -6924178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 72297 members 
Entering Unmasked Estep 
Score: -6924182.000000 Penalty: 3647.440430
	Iteration 87Q: 3 clusters Score -6924182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -6924201.000000 Penalty: 3647.440430
	Iteration 88Q: 3 clusters Score -6924201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -6924199.000000 Penalty: 3647.440430
	Iteration 89Q: 3 clusters Score -6924199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -6924194.500000 Penalty: 3647.440430
	Iteration 90Q: 3 clusters Score -6924194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 72362 members 
Entering Unmasked Estep 
Score: -6924187.000000 Penalty: 3647.440430
	Iteration 91Q: 3 clusters Score -6924187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 72381 members 
Entering Unmasked Estep 
Score: -6924181.000000 Penalty: 3647.440430
	Iteration 92Q: 3 clusters Score -6924181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 72400 members 
Entering Unmasked Estep 
Score: -6924190.500000 Penalty: 3647.440430
	Iteration 93Q: 3 clusters Score -6924190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 72408 members 
Entering Unmasked Estep 
Score: -6924198.000000 Penalty: 3647.440430
	Iteration 94Q: 3 clusters Score -6924198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 72417 members 
Entering Unmasked Estep 
Score: -6924192.000000 Penalty: 3647.440430
	Iteration 95Q: 3 clusters Score -6924192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 72421 members 
Entering Unmasked Estep 
Score: -6924196.000000 Penalty: 3647.440430
	Iteration 96Q: 3 clusters Score -6924196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -6924191.500000 Penalty: 3647.440430
	Iteration 97Q: 3 clusters Score -6924192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -6924193.000000 Penalty: 3647.440430
	Iteration 98Q: 3 clusters Score -6924193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -6924198.000000 Penalty: 3647.440430
	Iteration 99Q: 3 clusters Score -6924198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -6924196.000000 Penalty: 3647.440430
	Iteration 100F: 3 clusters Score -6924196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -6924193.500000 Penalty: 3647.440430
	Iteration 101Q: 3 clusters Score -6924194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 72440 members 
Entering Unmasked Estep 
Score: -6924190.500000 Penalty: 3647.440430
	Iteration 102Q: 3 clusters Score -6924190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 72443 members 
Entering Unmasked Estep 
Score: -6924188.500000 Penalty: 3647.440430
	Iteration 103Q: 3 clusters Score -6924188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 72445 members 
Entering Unmasked Estep 
Score: -6924189.000000 Penalty: 3647.440430
	Iteration 104Q: 3 clusters Score -6924189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 72447 members 
Entering Unmasked Estep 
Score: -6924188.500000 Penalty: 3647.440430
	Iteration 105Q: 3 clusters Score -6924188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -6924188.500000 Penalty: 3647.440430
	Iteration 106Q: 3 clusters Score -6924188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 72455 members 
Entering Unmasked Estep 
Score: -6924196.500000 Penalty: 3647.440430
	Iteration 107Q: 3 clusters Score -6924196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -6924197.000000 Penalty: 3647.440430
	Iteration 108Q: 3 clusters Score -6924197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -6924198.000000 Penalty: 3647.440430
	Iteration 109Q: 3 clusters Score -6924198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 72461 members 
Entering Unmasked Estep 
Score: -6924192.500000 Penalty: 3647.440430
	Iteration 110Q: 3 clusters Score -6924192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -6924199.500000 Penalty: 3647.440430
	Iteration 111Q: 3 clusters Score -6924200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -6924199.500000 Penalty: 3647.440430
	Iteration 112F: 3 clusters Score -6924200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Entering Unmasked Estep 
Score: -1014859.000000 Penalty: 1521.260132
	Iteration 0F: 2 clusters Score -1014859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1006768.812500 Penalty: 3042.520264
	Iteration 0F: 3 clusters Score -1006769 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1009898.500000 Penalty: 3042.520264
	Iteration 1F: 3 clusters Score -1009898 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1010992.125000 Penalty: 3042.520264
	Iteration 2F: 3 clusters Score -1010992 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1012261.625000 Penalty: 3042.520264
	Iteration 3F: 3 clusters Score -1012262 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1013377.875000 Penalty: 3042.520264
	Iteration 4F: 3 clusters Score -1013378 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1014139.250000 Penalty: 3042.520264
	Iteration 5F: 3 clusters Score -1014139 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1014533.312500 Penalty: 3042.520264
	Iteration 6Q: 3 clusters Score -1014533 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1014725.312500 Penalty: 3042.520264
	Iteration 7Q: 3 clusters Score -1014725 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1014843.937500 Penalty: 3042.520264
	Iteration 8Q: 3 clusters Score -1014844 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1014935.937500 Penalty: 3042.520264
	Iteration 9Q: 3 clusters Score -1014936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1014999.625000 Penalty: 3042.520264
	Iteration 10Q: 3 clusters Score -1015000 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1015040.250000 Penalty: 3042.520264
	Iteration 11Q: 3 clusters Score -1015040 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1015063.062500 Penalty: 3042.520264
	Iteration 12Q: 3 clusters Score -1015063 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1015083.937500 Penalty: 3042.520264
	Iteration 13Q: 3 clusters Score -1015084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1015095.750000 Penalty: 3042.520264
	Iteration 14Q: 3 clusters Score -1015096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1015100.500000 Penalty: 3042.520264
	Iteration 15Q: 3 clusters Score -1015100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1015105.437500 Penalty: 3042.520264
	Iteration 16Q: 3 clusters Score -1015105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1015109.375000 Penalty: 3042.520264
	Iteration 17Q: 3 clusters Score -1015109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1015110.312500 Penalty: 3042.520264
	Iteration 18Q: 3 clusters Score -1015110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1015110.312500 Penalty: 3042.520264
	Iteration 19F: 3 clusters Score -1015110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 74824 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 6978 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4741 members 
Entering Unmasked Estep 
Score: -24801392.000000 Penalty: 44861.425781
Splitting cluster 8 changes total score from -24800486.000000 to -24801392.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 10 (7979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Entering Unmasked Estep 
Score: -711851.750000 Penalty: 1459.992432
	Iteration 0F: 2 clusters Score -711851.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -706017.125000 Penalty: 2919.984863
	Iteration 0F: 3 clusters Score -706017.1 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -707927.125000 Penalty: 2919.984863
	Iteration 1F: 3 clusters Score -707927.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -708273.062500 Penalty: 2919.984863
	Iteration 2F: 3 clusters Score -708273.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -708543.625000 Penalty: 2919.984863
	Iteration 3F: 3 clusters Score -708543.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -708814.125000 Penalty: 2919.984863
	Iteration 4F: 3 clusters Score -708814.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -709125.062500 Penalty: 2919.984863
	Iteration 5F: 3 clusters Score -709125.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -709429.000000 Penalty: 2919.984863
	Iteration 6F: 3 clusters Score -709429 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -709740.062500 Penalty: 2919.984863
	Iteration 7F: 3 clusters Score -709740.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -710065.937500 Penalty: 2919.984863
	Iteration 8F: 3 clusters Score -710065.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -710360.250000 Penalty: 2919.984863
	Iteration 9Q: 3 clusters Score -710360.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -710619.187500 Penalty: 2919.984863
	Iteration 10Q: 3 clusters Score -710619.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -710879.437500 Penalty: 2919.984863
	Iteration 11Q: 3 clusters Score -710879.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -711121.750000 Penalty: 2919.984863
	Iteration 12Q: 3 clusters Score -711121.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -711317.125000 Penalty: 2919.984863
	Iteration 13Q: 3 clusters Score -711317.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -711471.250000 Penalty: 2919.984863
	Iteration 14Q: 3 clusters Score -711471.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -711603.250000 Penalty: 2919.984863
	Iteration 15Q: 3 clusters Score -711603.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -711668.000000 Penalty: 2919.984863
	Iteration 16Q: 3 clusters Score -711668 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -711697.437500 Penalty: 2919.984863
	Iteration 17Q: 3 clusters Score -711697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -711708.500000 Penalty: 2919.984863
	Iteration 18Q: 3 clusters Score -711708.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -711715.000000 Penalty: 2919.984863
	Iteration 19Q: 3 clusters Score -711715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -711721.187500 Penalty: 2919.984863
	Iteration 20F: 3 clusters Score -711721.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -711726.937500 Penalty: 2919.984863
	Iteration 21Q: 3 clusters Score -711726.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -711728.437500 Penalty: 2919.984863
	Iteration 22Q: 3 clusters Score -711728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -711729.250000 Penalty: 2919.984863
	Iteration 23Q: 3 clusters Score -711729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -711730.187500 Penalty: 2919.984863
	Iteration 24Q: 3 clusters Score -711730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -711730.812500 Penalty: 2919.984863
	Iteration 25Q: 3 clusters Score -711730.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -711731.000000 Penalty: 2919.984863
	Iteration 26Q: 3 clusters Score -711731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -711734.812500 Penalty: 2919.984863
	Iteration 27Q: 3 clusters Score -711734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -711736.312500 Penalty: 2919.984863
	Iteration 28Q: 3 clusters Score -711736.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -711736.312500 Penalty: 2919.984863
	Iteration 29F: 3 clusters Score -711736.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Entering Unmasked Estep 
Score: -2781661.250000 Penalty: 1680.328613
	Iteration 0F: 2 clusters Score -2781661 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2760791.250000 Penalty: 3360.657227
	Iteration 0F: 3 clusters Score -2760791 nChanged 14257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -2768876.750000 Penalty: 3360.657227
	Iteration 1F: 3 clusters Score -2768877 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -2769221.250000 Penalty: 3360.657227
	Iteration 2Q: 3 clusters Score -2769221 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2769519.000000 Penalty: 3360.657227
	Iteration 3Q: 3 clusters Score -2769519 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2769844.750000 Penalty: 3360.657227
	Iteration 4Q: 3 clusters Score -2769845 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2770160.000000 Penalty: 3360.657227
	Iteration 5Q: 3 clusters Score -2770160 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2770481.750000 Penalty: 3360.657227
	Iteration 6Q: 3 clusters Score -2770482 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2770831.000000 Penalty: 3360.657227
	Iteration 7Q: 3 clusters Score -2770831 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2771225.500000 Penalty: 3360.657227
	Iteration 8Q: 3 clusters Score -2771226 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2771737.750000 Penalty: 3360.657227
	Iteration 9Q: 3 clusters Score -2771738 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2772467.000000 Penalty: 3360.657227
	Iteration 10Q: 3 clusters Score -2772467 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2773330.750000 Penalty: 3360.657227
	Iteration 11Q: 3 clusters Score -2773331 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -2774221.750000 Penalty: 3360.657227
	Iteration 12Q: 3 clusters Score -2774222 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2774925.750000 Penalty: 3360.657227
	Iteration 13Q: 3 clusters Score -2774926 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -2775307.500000 Penalty: 3360.657227
	Iteration 14Q: 3 clusters Score -2775308 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2775550.000000 Penalty: 3360.657227
	Iteration 15Q: 3 clusters Score -2775550 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -2775664.500000 Penalty: 3360.657227
	Iteration 16Q: 3 clusters Score -2775664 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2775759.500000 Penalty: 3360.657227
	Iteration 17Q: 3 clusters Score -2775760 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2775874.250000 Penalty: 3360.657227
	Iteration 18Q: 3 clusters Score -2775874 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2775955.000000 Penalty: 3360.657227
	Iteration 19Q: 3 clusters Score -2775955 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2776076.750000 Penalty: 3360.657227
	Iteration 20F: 3 clusters Score -2776077 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -2776191.250000 Penalty: 3360.657227
	Iteration 21Q: 3 clusters Score -2776191 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -2776317.000000 Penalty: 3360.657227
	Iteration 22Q: 3 clusters Score -2776317 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -2776496.500000 Penalty: 3360.657227
	Iteration 23Q: 3 clusters Score -2776496 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -2776679.500000 Penalty: 3360.657227
	Iteration 24Q: 3 clusters Score -2776680 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -2776849.250000 Penalty: 3360.657227
	Iteration 25Q: 3 clusters Score -2776849 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2777034.500000 Penalty: 3360.657227
	Iteration 26Q: 3 clusters Score -2777034 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -2777237.250000 Penalty: 3360.657227
	Iteration 27Q: 3 clusters Score -2777237 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -2777474.000000 Penalty: 3360.657227
	Iteration 28Q: 3 clusters Score -2777474 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -2777731.750000 Penalty: 3360.657227
	Iteration 29Q: 3 clusters Score -2777732 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -2777994.250000 Penalty: 3360.657227
	Iteration 30Q: 3 clusters Score -2777994 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -2778301.000000 Penalty: 3360.657227
	Iteration 31Q: 3 clusters Score -2778301 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2778596.250000 Penalty: 3360.657227
	Iteration 32Q: 3 clusters Score -2778596 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -2778897.000000 Penalty: 3360.657227
	Iteration 33Q: 3 clusters Score -2778897 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -2779134.750000 Penalty: 3360.657227
	Iteration 34Q: 3 clusters Score -2779135 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -2779422.250000 Penalty: 3360.657227
	Iteration 35Q: 3 clusters Score -2779422 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -2779623.750000 Penalty: 3360.657227
	Iteration 36Q: 3 clusters Score -2779624 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 29122 members 
Entering Unmasked Estep 
Score: -2779804.250000 Penalty: 3360.657227
	Iteration 37Q: 3 clusters Score -2779804 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -2779960.000000 Penalty: 3360.657227
	Iteration 38Q: 3 clusters Score -2779960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -2780056.750000 Penalty: 3360.657227
	Iteration 39Q: 3 clusters Score -2780057 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -2780117.750000 Penalty: 3360.657227
	Iteration 40F: 3 clusters Score -2780118 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -2780172.500000 Penalty: 3360.657227
	Iteration 41Q: 3 clusters Score -2780172 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -2780209.500000 Penalty: 3360.657227
	Iteration 42Q: 3 clusters Score -2780210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -2780226.000000 Penalty: 3360.657227
	Iteration 43Q: 3 clusters Score -2780226 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -2780249.250000 Penalty: 3360.657227
	Iteration 44Q: 3 clusters Score -2780249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -2780268.250000 Penalty: 3360.657227
	Iteration 45Q: 3 clusters Score -2780268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -2780274.250000 Penalty: 3360.657227
	Iteration 46Q: 3 clusters Score -2780274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -2780284.500000 Penalty: 3360.657227
	Iteration 47Q: 3 clusters Score -2780284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -2780295.500000 Penalty: 3360.657227
	Iteration 48Q: 3 clusters Score -2780296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -2780304.250000 Penalty: 3360.657227
	Iteration 49Q: 3 clusters Score -2780304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -2780306.250000 Penalty: 3360.657227
	Iteration 50Q: 3 clusters Score -2780306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -2780315.250000 Penalty: 3360.657227
	Iteration 51Q: 3 clusters Score -2780315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -2780322.250000 Penalty: 3360.657227
	Iteration 52Q: 3 clusters Score -2780322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -2780327.250000 Penalty: 3360.657227
	Iteration 53Q: 3 clusters Score -2780327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -2780334.750000 Penalty: 3360.657227
	Iteration 54Q: 3 clusters Score -2780335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 30132 members 
Entering Unmasked Estep 
Score: -2780338.500000 Penalty: 3360.657227
	Iteration 55Q: 3 clusters Score -2780338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -2780349.500000 Penalty: 3360.657227
	Iteration 56Q: 3 clusters Score -2780350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -2780354.250000 Penalty: 3360.657227
	Iteration 57Q: 3 clusters Score -2780354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -2780368.250000 Penalty: 3360.657227
	Iteration 58Q: 3 clusters Score -2780368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -2780373.250000 Penalty: 3360.657227
	Iteration 59Q: 3 clusters Score -2780373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -2780370.000000 Penalty: 3360.657227
	Iteration 60F: 3 clusters Score -2780370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -2780376.750000 Penalty: 3360.657227
	Iteration 61Q: 3 clusters Score -2780377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -2780383.000000 Penalty: 3360.657227
	Iteration 62Q: 3 clusters Score -2780383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -2780387.250000 Penalty: 3360.657227
	Iteration 63Q: 3 clusters Score -2780387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -2780389.750000 Penalty: 3360.657227
	Iteration 64Q: 3 clusters Score -2780390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -2780394.000000 Penalty: 3360.657227
	Iteration 65Q: 3 clusters Score -2780394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -2780395.250000 Penalty: 3360.657227
	Iteration 66Q: 3 clusters Score -2780395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -2780393.000000 Penalty: 3360.657227
	Iteration 67Q: 3 clusters Score -2780393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -2780395.250000 Penalty: 3360.657227
	Iteration 68Q: 3 clusters Score -2780395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -2780393.250000 Penalty: 3360.657227
	Iteration 69Q: 3 clusters Score -2780393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -2780394.750000 Penalty: 3360.657227
	Iteration 70Q: 3 clusters Score -2780395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -2780394.750000 Penalty: 3360.657227
	Iteration 71F: 3 clusters Score -2780395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Entering Unmasked Estep 
Score: -615449.375000 Penalty: 1438.209106
	Iteration 0F: 2 clusters Score -615449.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -610194.187500 Penalty: 2876.418213
	Iteration 0F: 3 clusters Score -610194.2 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -612182.562500 Penalty: 2876.418213
	Iteration 1F: 3 clusters Score -612182.6 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -612730.562500 Penalty: 2876.418213
	Iteration 2F: 3 clusters Score -612730.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -613236.687500 Penalty: 2876.418213
	Iteration 3F: 3 clusters Score -613236.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -613771.812500 Penalty: 2876.418213
	Iteration 4F: 3 clusters Score -613771.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -614287.812500 Penalty: 2876.418213
	Iteration 5F: 3 clusters Score -614287.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -614720.250000 Penalty: 2876.418213
	Iteration 6F: 3 clusters Score -614720.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -615019.437500 Penalty: 2876.418213
	Iteration 7F: 3 clusters Score -615019.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -615259.500000 Penalty: 2876.418213
	Iteration 8Q: 3 clusters Score -615259.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -615409.375000 Penalty: 2876.418213
	Iteration 9Q: 3 clusters Score -615409.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -615518.875000 Penalty: 2876.418213
	Iteration 10Q: 3 clusters Score -615518.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -615585.500000 Penalty: 2876.418213
	Iteration 11Q: 3 clusters Score -615585.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -615621.437500 Penalty: 2876.418213
	Iteration 12Q: 3 clusters Score -615621.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -615638.500000 Penalty: 2876.418213
	Iteration 13Q: 3 clusters Score -615638.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -615649.312500 Penalty: 2876.418213
	Iteration 14Q: 3 clusters Score -615649.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -615653.875000 Penalty: 2876.418213
	Iteration 15Q: 3 clusters Score -615653.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -615656.500000 Penalty: 2876.418213
	Iteration 16Q: 3 clusters Score -615656.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -615658.750000 Penalty: 2876.418213
	Iteration 17Q: 3 clusters Score -615658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -615661.062500 Penalty: 2876.418213
	Iteration 18Q: 3 clusters Score -615661.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -615660.250000 Penalty: 2876.418213
	Iteration 19Q: 3 clusters Score -615660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -615660.875000 Penalty: 2876.418213
	Iteration 20F: 3 clusters Score -615660.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -615661.062500 Penalty: 2876.418213
	Iteration 21Q: 3 clusters Score -615661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -615661.062500 Penalty: 2876.418213
	Iteration 22F: 3 clusters Score -615661.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 74824 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4898 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4741 members 
Entering Unmasked Estep 
Score: -24801016.000000 Penalty: 46900.582031
Splitting cluster 12 changes total score from -24800486.000000 to -24801016.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 13 (4412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Entering Unmasked Estep 
Score: -390235.468750 Penalty: 1363.713501
	Iteration 0F: 2 clusters Score -390235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -386689.750000 Penalty: 2727.427002
	Iteration 0F: 3 clusters Score -386689.8 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -387656.187500 Penalty: 2727.427002
	Iteration 1F: 3 clusters Score -387656.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -387846.937500 Penalty: 2727.427002
	Iteration 2F: 3 clusters Score -387846.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -387968.281250 Penalty: 2727.427002
	Iteration 3F: 3 clusters Score -387968.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -388089.843750 Penalty: 2727.427002
	Iteration 4Q: 3 clusters Score -388089.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -388194.187500 Penalty: 2727.427002
	Iteration 5Q: 3 clusters Score -388194.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -388288.593750 Penalty: 2727.427002
	Iteration 6Q: 3 clusters Score -388288.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -388394.656250 Penalty: 2727.427002
	Iteration 7Q: 3 clusters Score -388394.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -388544.781250 Penalty: 2727.427002
	Iteration 8Q: 3 clusters Score -388544.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -388706.218750 Penalty: 2727.427002
	Iteration 9Q: 3 clusters Score -388706.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -388875.468750 Penalty: 2727.427002
	Iteration 10Q: 3 clusters Score -388875.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -389040.375000 Penalty: 2727.427002
	Iteration 11Q: 3 clusters Score -389040.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -389177.468750 Penalty: 2727.427002
	Iteration 12Q: 3 clusters Score -389177.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -389300.406250 Penalty: 2727.427002
	Iteration 13Q: 3 clusters Score -389300.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -389386.218750 Penalty: 2727.427002
	Iteration 14Q: 3 clusters Score -389386.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -389434.750000 Penalty: 2727.427002
	Iteration 15Q: 3 clusters Score -389434.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -389470.531250 Penalty: 2727.427002
	Iteration 16Q: 3 clusters Score -389470.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -389494.750000 Penalty: 2727.427002
	Iteration 17Q: 3 clusters Score -389494.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -389517.843750 Penalty: 2727.427002
	Iteration 18Q: 3 clusters Score -389517.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -389539.187500 Penalty: 2727.427002
	Iteration 19Q: 3 clusters Score -389539.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -389554.125000 Penalty: 2727.427002
	Iteration 20F: 3 clusters Score -389554.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -389566.000000 Penalty: 2727.427002
	Iteration 21Q: 3 clusters Score -389566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -389579.000000 Penalty: 2727.427002
	Iteration 22Q: 3 clusters Score -389579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -389592.906250 Penalty: 2727.427002
	Iteration 23Q: 3 clusters Score -389592.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -389603.500000 Penalty: 2727.427002
	Iteration 24Q: 3 clusters Score -389603.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -389612.000000 Penalty: 2727.427002
	Iteration 25Q: 3 clusters Score -389612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -389614.843750 Penalty: 2727.427002
	Iteration 26Q: 3 clusters Score -389614.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -389616.562500 Penalty: 2727.427002
	Iteration 27Q: 3 clusters Score -389616.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -389619.687500 Penalty: 2727.427002
	Iteration 28Q: 3 clusters Score -389619.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -389619.906250 Penalty: 2727.427002
	Iteration 29Q: 3 clusters Score -389619.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -389620.781250 Penalty: 2727.427002
	Iteration 30Q: 3 clusters Score -389620.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -389621.937500 Penalty: 2727.427002
	Iteration 31Q: 3 clusters Score -389621.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -389621.406250 Penalty: 2727.427002
	Iteration 32Q: 3 clusters Score -389621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -389621.968750 Penalty: 2727.427002
	Iteration 33Q: 3 clusters Score -389622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -389621.812500 Penalty: 2727.427002
	Iteration 34Q: 3 clusters Score -389621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -389622.156250 Penalty: 2727.427002
	Iteration 35Q: 3 clusters Score -389622.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -389622.593750 Penalty: 2727.427002
	Iteration 36Q: 3 clusters Score -389622.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -389622.593750 Penalty: 2727.427002
	Iteration 37F: 3 clusters Score -389622.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -430010.218750 Penalty: 1376.799805
	Iteration 0F: 2 clusters Score -430010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -426171.593750 Penalty: 2753.599609
	Iteration 0F: 3 clusters Score -426171.6 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -427306.312500 Penalty: 2753.599609
	Iteration 1F: 3 clusters Score -427306.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -427569.406250 Penalty: 2753.599609
	Iteration 2F: 3 clusters Score -427569.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -427769.031250 Penalty: 2753.599609
	Iteration 3F: 3 clusters Score -427769 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -427912.687500 Penalty: 2753.599609
	Iteration 4F: 3 clusters Score -427912.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -428046.437500 Penalty: 2753.599609
	Iteration 5Q: 3 clusters Score -428046.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -428176.062500 Penalty: 2753.599609
	Iteration 6Q: 3 clusters Score -428176.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -428282.000000 Penalty: 2753.599609
	Iteration 7Q: 3 clusters Score -428282 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -428390.968750 Penalty: 2753.599609
	Iteration 8Q: 3 clusters Score -428391 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -428486.531250 Penalty: 2753.599609
	Iteration 9Q: 3 clusters Score -428486.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -428578.156250 Penalty: 2753.599609
	Iteration 10Q: 3 clusters Score -428578.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -428679.156250 Penalty: 2753.599609
	Iteration 11Q: 3 clusters Score -428679.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -428772.531250 Penalty: 2753.599609
	Iteration 12Q: 3 clusters Score -428772.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -428843.656250 Penalty: 2753.599609
	Iteration 13Q: 3 clusters Score -428843.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -428898.218750 Penalty: 2753.599609
	Iteration 14Q: 3 clusters Score -428898.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -428946.781250 Penalty: 2753.599609
	Iteration 15Q: 3 clusters Score -428946.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -428989.718750 Penalty: 2753.599609
	Iteration 16Q: 3 clusters Score -428989.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -429027.750000 Penalty: 2753.599609
	Iteration 17Q: 3 clusters Score -429027.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -429055.312500 Penalty: 2753.599609
	Iteration 18Q: 3 clusters Score -429055.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -429075.031250 Penalty: 2753.599609
	Iteration 19Q: 3 clusters Score -429075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -429094.218750 Penalty: 2753.599609
	Iteration 20F: 3 clusters Score -429094.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -429109.750000 Penalty: 2753.599609
	Iteration 21Q: 3 clusters Score -429109.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -429121.187500 Penalty: 2753.599609
	Iteration 22Q: 3 clusters Score -429121.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -429132.625000 Penalty: 2753.599609
	Iteration 23Q: 3 clusters Score -429132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -429138.250000 Penalty: 2753.599609
	Iteration 24Q: 3 clusters Score -429138.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -429146.937500 Penalty: 2753.599609
	Iteration 25Q: 3 clusters Score -429146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -429153.156250 Penalty: 2753.599609
	Iteration 26Q: 3 clusters Score -429153.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -429158.437500 Penalty: 2753.599609
	Iteration 27Q: 3 clusters Score -429158.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -429166.093750 Penalty: 2753.599609
	Iteration 28Q: 3 clusters Score -429166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -429168.531250 Penalty: 2753.599609
	Iteration 29Q: 3 clusters Score -429168.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -429170.781250 Penalty: 2753.599609
	Iteration 30Q: 3 clusters Score -429170.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -429172.875000 Penalty: 2753.599609
	Iteration 31Q: 3 clusters Score -429172.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -429172.875000 Penalty: 2753.599609
	Iteration 32F: 3 clusters Score -429172.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -145729.953125 Penalty: 1224.051392
	Iteration 0F: 2 clusters Score -145730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -143777.437500 Penalty: 2448.102783
	Iteration 0F: 3 clusters Score -143777.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -144323.625000 Penalty: 2448.102783
	Iteration 1F: 3 clusters Score -144323.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -144520.453125 Penalty: 2448.102783
	Iteration 2F: 3 clusters Score -144520.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -144648.750000 Penalty: 2448.102783
	Iteration 3F: 3 clusters Score -144648.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -144757.281250 Penalty: 2448.102783
	Iteration 4Q: 3 clusters Score -144757.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -144830.015625 Penalty: 2448.102783
	Iteration 5Q: 3 clusters Score -144830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -144887.093750 Penalty: 2448.102783
	Iteration 6Q: 3 clusters Score -144887.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -144941.046875 Penalty: 2448.102783
	Iteration 7Q: 3 clusters Score -144941 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -144991.062500 Penalty: 2448.102783
	Iteration 8Q: 3 clusters Score -144991.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145040.125000 Penalty: 2448.102783
	Iteration 9Q: 3 clusters Score -145040.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145093.281250 Penalty: 2448.102783
	Iteration 10Q: 3 clusters Score -145093.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -145150.093750 Penalty: 2448.102783
	Iteration 11Q: 3 clusters Score -145150.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -145194.078125 Penalty: 2448.102783
	Iteration 12Q: 3 clusters Score -145194.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -145226.046875 Penalty: 2448.102783
	Iteration 13Q: 3 clusters Score -145226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145254.265625 Penalty: 2448.102783
	Iteration 14Q: 3 clusters Score -145254.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -145275.250000 Penalty: 2448.102783
	Iteration 15Q: 3 clusters Score -145275.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -145291.609375 Penalty: 2448.102783
	Iteration 16Q: 3 clusters Score -145291.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -145312.515625 Penalty: 2448.102783
	Iteration 17Q: 3 clusters Score -145312.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -145325.953125 Penalty: 2448.102783
	Iteration 18Q: 3 clusters Score -145326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -145330.500000 Penalty: 2448.102783
	Iteration 19Q: 3 clusters Score -145330.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -145342.078125 Penalty: 2448.102783
	Iteration 20F: 3 clusters Score -145342.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -145388.171875 Penalty: 2448.102783
	Iteration 21Q: 3 clusters Score -145388.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -145428.968750 Penalty: 2448.102783
	Iteration 22Q: 3 clusters Score -145429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -145447.500000 Penalty: 2448.102783
	Iteration 23Q: 3 clusters Score -145447.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -145452.468750 Penalty: 2448.102783
	Iteration 24Q: 3 clusters Score -145452.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -145456.265625 Penalty: 2448.102783
	Iteration 25Q: 3 clusters Score -145456.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -145457.937500 Penalty: 2448.102783
	Iteration 26Q: 3 clusters Score -145457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -145459.953125 Penalty: 2448.102783
	Iteration 27Q: 3 clusters Score -145460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -145459.953125 Penalty: 2448.102783
	Iteration 28F: 3 clusters Score -145460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -257757.187500 Penalty: 1300.600830
	Iteration 0F: 2 clusters Score -257757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -255041.187500 Penalty: 2601.201660
	Iteration 0F: 3 clusters Score -255041.2 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -255784.234375 Penalty: 2601.201660
	Iteration 1F: 3 clusters Score -255784.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -256022.437500 Penalty: 2601.201660
	Iteration 2F: 3 clusters Score -256022.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -256192.859375 Penalty: 2601.201660
	Iteration 3F: 3 clusters Score -256192.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -256344.343750 Penalty: 2601.201660
	Iteration 4F: 3 clusters Score -256344.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -256449.765625 Penalty: 2601.201660
	Iteration 5F: 3 clusters Score -256449.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -256534.296875 Penalty: 2601.201660
	Iteration 6Q: 3 clusters Score -256534.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -256604.031250 Penalty: 2601.201660
	Iteration 7Q: 3 clusters Score -256604 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -256672.093750 Penalty: 2601.201660
	Iteration 8Q: 3 clusters Score -256672.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -256725.875000 Penalty: 2601.201660
	Iteration 9Q: 3 clusters Score -256725.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -256775.484375 Penalty: 2601.201660
	Iteration 10Q: 3 clusters Score -256775.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -256837.953125 Penalty: 2601.201660
	Iteration 11Q: 3 clusters Score -256838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -256875.656250 Penalty: 2601.201660
	Iteration 12Q: 3 clusters Score -256875.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -256905.421875 Penalty: 2601.201660
	Iteration 13Q: 3 clusters Score -256905.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -256934.875000 Penalty: 2601.201660
	Iteration 14Q: 3 clusters Score -256934.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -256954.890625 Penalty: 2601.201660
	Iteration 15Q: 3 clusters Score -256954.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -256970.187500 Penalty: 2601.201660
	Iteration 16Q: 3 clusters Score -256970.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -256982.843750 Penalty: 2601.201660
	Iteration 17Q: 3 clusters Score -256982.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -256993.828125 Penalty: 2601.201660
	Iteration 18Q: 3 clusters Score -256993.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -257002.218750 Penalty: 2601.201660
	Iteration 19Q: 3 clusters Score -257002.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -257007.359375 Penalty: 2601.201660
	Iteration 20F: 3 clusters Score -257007.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -257010.687500 Penalty: 2601.201660
	Iteration 21Q: 3 clusters Score -257010.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -257012.687500 Penalty: 2601.201660
	Iteration 22Q: 3 clusters Score -257012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -257013.703125 Penalty: 2601.201660
	Iteration 23Q: 3 clusters Score -257013.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -257014.390625 Penalty: 2601.201660
	Iteration 24Q: 3 clusters Score -257014.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -257014.906250 Penalty: 2601.201660
	Iteration 25Q: 3 clusters Score -257014.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -257016.796875 Penalty: 2601.201660
	Iteration 26Q: 3 clusters Score -257016.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -257018.625000 Penalty: 2601.201660
	Iteration 27Q: 3 clusters Score -257018.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257020.515625 Penalty: 2601.201660
	Iteration 28Q: 3 clusters Score -257020.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257021.703125 Penalty: 2601.201660
	Iteration 29Q: 3 clusters Score -257021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -257021.703125 Penalty: 2601.201660
	Iteration 30F: 3 clusters Score -257021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Entering Unmasked Estep 
Score: -1054143.000000 Penalty: 1518.683594
	Iteration 0F: 2 clusters Score -1054143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1046164.000000 Penalty: 3037.367188
	Iteration 0F: 3 clusters Score -1046164 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1048838.625000 Penalty: 3037.367188
	Iteration 1F: 3 clusters Score -1048839 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1049161.500000 Penalty: 3037.367188
	Iteration 2F: 3 clusters Score -1049162 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1049502.125000 Penalty: 3037.367188
	Iteration 3F: 3 clusters Score -1049502 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1049879.625000 Penalty: 3037.367188
	Iteration 4F: 3 clusters Score -1049880 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1050376.000000 Penalty: 3037.367188
	Iteration 5F: 3 clusters Score -1050376 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1050951.125000 Penalty: 3037.367188
	Iteration 6F: 3 clusters Score -1050951 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1051500.375000 Penalty: 3037.367188
	Iteration 7F: 3 clusters Score -1051500 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1051963.875000 Penalty: 3037.367188
	Iteration 8F: 3 clusters Score -1051964 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1052278.125000 Penalty: 3037.367188
	Iteration 9Q: 3 clusters Score -1052278 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1052507.750000 Penalty: 3037.367188
	Iteration 10Q: 3 clusters Score -1052508 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1052677.375000 Penalty: 3037.367188
	Iteration 11Q: 3 clusters Score -1052677 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1052796.000000 Penalty: 3037.367188
	Iteration 12Q: 3 clusters Score -1052796 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1052876.750000 Penalty: 3037.367188
	Iteration 13Q: 3 clusters Score -1052877 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1052936.375000 Penalty: 3037.367188
	Iteration 14Q: 3 clusters Score -1052936 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1052986.250000 Penalty: 3037.367188
	Iteration 15Q: 3 clusters Score -1052986 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1053029.500000 Penalty: 3037.367188
	Iteration 16Q: 3 clusters Score -1053030 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1053072.625000 Penalty: 3037.367188
	Iteration 17Q: 3 clusters Score -1053073 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1053115.750000 Penalty: 3037.367188
	Iteration 18Q: 3 clusters Score -1053116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1053165.250000 Penalty: 3037.367188
	Iteration 19Q: 3 clusters Score -1053165 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1053200.125000 Penalty: 3037.367188
	Iteration 20F: 3 clusters Score -1053200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1053235.250000 Penalty: 3037.367188
	Iteration 21Q: 3 clusters Score -1053235 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1053265.375000 Penalty: 3037.367188
	Iteration 22Q: 3 clusters Score -1053265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1053288.625000 Penalty: 3037.367188
	Iteration 23Q: 3 clusters Score -1053289 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1053311.500000 Penalty: 3037.367188
	Iteration 24Q: 3 clusters Score -1053312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1053325.000000 Penalty: 3037.367188
	Iteration 25Q: 3 clusters Score -1053325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1053330.875000 Penalty: 3037.367188
	Iteration 26Q: 3 clusters Score -1053331 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1053343.125000 Penalty: 3037.367188
	Iteration 27Q: 3 clusters Score -1053343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1053349.125000 Penalty: 3037.367188
	Iteration 28Q: 3 clusters Score -1053349 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1053357.125000 Penalty: 3037.367188
	Iteration 29Q: 3 clusters Score -1053357 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1053365.125000 Penalty: 3037.367188
	Iteration 30Q: 3 clusters Score -1053365 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1053366.875000 Penalty: 3037.367188
	Iteration 31Q: 3 clusters Score -1053367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1053367.750000 Penalty: 3037.367188
	Iteration 32Q: 3 clusters Score -1053368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1053373.875000 Penalty: 3037.367188
	Iteration 33Q: 3 clusters Score -1053374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1053376.875000 Penalty: 3037.367188
	Iteration 34Q: 3 clusters Score -1053377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1053384.125000 Penalty: 3037.367188
	Iteration 35Q: 3 clusters Score -1053384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1053387.625000 Penalty: 3037.367188
	Iteration 36Q: 3 clusters Score -1053388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1053389.750000 Penalty: 3037.367188
	Iteration 37Q: 3 clusters Score -1053390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1053392.625000 Penalty: 3037.367188
	Iteration 38Q: 3 clusters Score -1053393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1053392.000000 Penalty: 3037.367188
	Iteration 39Q: 3 clusters Score -1053392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1053396.250000 Penalty: 3037.367188
	Iteration 40F: 3 clusters Score -1053396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1053397.375000 Penalty: 3037.367188
	Iteration 41Q: 3 clusters Score -1053397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1053399.750000 Penalty: 3037.367188
	Iteration 42Q: 3 clusters Score -1053400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1053399.000000 Penalty: 3037.367188
	Iteration 43Q: 3 clusters Score -1053399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1053399.500000 Penalty: 3037.367188
	Iteration 44Q: 3 clusters Score -1053400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1053399.500000 Penalty: 3037.367188
	Iteration 45F: 3 clusters Score -1053400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Entering Unmasked Estep 
Score: -701838.875000 Penalty: 1458.539795
	Iteration 0F: 2 clusters Score -701838.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -695945.625000 Penalty: 2917.079590
	Iteration 0F: 3 clusters Score -695945.6 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -697730.375000 Penalty: 2917.079590
	Iteration 1F: 3 clusters Score -697730.4 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -698023.062500 Penalty: 2917.079590
	Iteration 2F: 3 clusters Score -698023.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -698250.250000 Penalty: 2917.079590
	Iteration 3F: 3 clusters Score -698250.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -698478.625000 Penalty: 2917.079590
	Iteration 4Q: 3 clusters Score -698478.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -698737.625000 Penalty: 2917.079590
	Iteration 5Q: 3 clusters Score -698737.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -698975.812500 Penalty: 2917.079590
	Iteration 6Q: 3 clusters Score -698975.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -699239.687500 Penalty: 2917.079590
	Iteration 7F: 3 clusters Score -699239.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -699504.187500 Penalty: 2917.079590
	Iteration 8F: 3 clusters Score -699504.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -699736.062500 Penalty: 2917.079590
	Iteration 9Q: 3 clusters Score -699736.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -699919.000000 Penalty: 2917.079590
	Iteration 10Q: 3 clusters Score -699919 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -700054.187500 Penalty: 2917.079590
	Iteration 11Q: 3 clusters Score -700054.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -700165.812500 Penalty: 2917.079590
	Iteration 12Q: 3 clusters Score -700165.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -700250.812500 Penalty: 2917.079590
	Iteration 13Q: 3 clusters Score -700250.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -700310.312500 Penalty: 2917.079590
	Iteration 14Q: 3 clusters Score -700310.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -700370.562500 Penalty: 2917.079590
	Iteration 15Q: 3 clusters Score -700370.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -700430.500000 Penalty: 2917.079590
	Iteration 16Q: 3 clusters Score -700430.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -700476.125000 Penalty: 2917.079590
	Iteration 17Q: 3 clusters Score -700476.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -700520.312500 Penalty: 2917.079590
	Iteration 18Q: 3 clusters Score -700520.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -700561.125000 Penalty: 2917.079590
	Iteration 19Q: 3 clusters Score -700561.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -700612.937500 Penalty: 2917.079590
	Iteration 20F: 3 clusters Score -700612.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -700652.187500 Penalty: 2917.079590
	Iteration 21Q: 3 clusters Score -700652.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -700688.062500 Penalty: 2917.079590
	Iteration 22Q: 3 clusters Score -700688.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -700741.750000 Penalty: 2917.079590
	Iteration 23Q: 3 clusters Score -700741.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -700799.187500 Penalty: 2917.079590
	Iteration 24Q: 3 clusters Score -700799.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -700870.187500 Penalty: 2917.079590
	Iteration 25Q: 3 clusters Score -700870.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -700951.062500 Penalty: 2917.079590
	Iteration 26Q: 3 clusters Score -700951.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -701103.187500 Penalty: 2917.079590
	Iteration 27Q: 3 clusters Score -701103.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -701275.937500 Penalty: 2917.079590
	Iteration 28Q: 3 clusters Score -701275.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -701389.312500 Penalty: 2917.079590
	Iteration 29Q: 3 clusters Score -701389.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -701447.312500 Penalty: 2917.079590
	Iteration 30Q: 3 clusters Score -701447.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -701464.562500 Penalty: 2917.079590
	Iteration 31Q: 3 clusters Score -701464.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -701472.875000 Penalty: 2917.079590
	Iteration 32Q: 3 clusters Score -701472.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -701479.812500 Penalty: 2917.079590
	Iteration 33Q: 3 clusters Score -701479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -701481.250000 Penalty: 2917.079590
	Iteration 34Q: 3 clusters Score -701481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -701483.875000 Penalty: 2917.079590
	Iteration 35Q: 3 clusters Score -701483.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -701486.125000 Penalty: 2917.079590
	Iteration 36Q: 3 clusters Score -701486.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -701486.500000 Penalty: 2917.079590
	Iteration 37Q: 3 clusters Score -701486.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -701486.000000 Penalty: 2917.079590
	Iteration 38Q: 3 clusters Score -701486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -701486.000000 Penalty: 2917.079590
	Iteration 39F: 3 clusters Score -701486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Entering Unmasked Estep 
Score: -426910.812500 Penalty: 1392.682617
	Iteration 0F: 2 clusters Score -426910.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -422770.875000 Penalty: 2785.365234
	Iteration 0F: 3 clusters Score -422770.9 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -424229.812500 Penalty: 2785.365234
	Iteration 1F: 3 clusters Score -424229.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -424622.593750 Penalty: 2785.365234
	Iteration 2F: 3 clusters Score -424622.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424951.625000 Penalty: 2785.365234
	Iteration 3F: 3 clusters Score -424951.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -425201.750000 Penalty: 2785.365234
	Iteration 4F: 3 clusters Score -425201.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -425445.531250 Penalty: 2785.365234
	Iteration 5F: 3 clusters Score -425445.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -425687.750000 Penalty: 2785.365234
	Iteration 6F: 3 clusters Score -425687.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -425884.406250 Penalty: 2785.365234
	Iteration 7Q: 3 clusters Score -425884.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -426081.468750 Penalty: 2785.365234
	Iteration 8Q: 3 clusters Score -426081.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -426253.781250 Penalty: 2785.365234
	Iteration 9Q: 3 clusters Score -426253.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -426405.937500 Penalty: 2785.365234
	Iteration 10Q: 3 clusters Score -426405.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -426537.656250 Penalty: 2785.365234
	Iteration 11Q: 3 clusters Score -426537.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -426642.031250 Penalty: 2785.365234
	Iteration 12Q: 3 clusters Score -426642 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -426723.625000 Penalty: 2785.365234
	Iteration 13Q: 3 clusters Score -426723.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -426814.875000 Penalty: 2785.365234
	Iteration 14Q: 3 clusters Score -426814.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -426875.000000 Penalty: 2785.365234
	Iteration 15Q: 3 clusters Score -426875 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -426928.562500 Penalty: 2785.365234
	Iteration 16Q: 3 clusters Score -426928.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -426991.687500 Penalty: 2785.365234
	Iteration 17Q: 3 clusters Score -426991.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -427048.468750 Penalty: 2785.365234
	Iteration 18Q: 3 clusters Score -427048.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -427094.468750 Penalty: 2785.365234
	Iteration 19Q: 3 clusters Score -427094.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -427142.312500 Penalty: 2785.365234
	Iteration 20F: 3 clusters Score -427142.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -427187.437500 Penalty: 2785.365234
	Iteration 21Q: 3 clusters Score -427187.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -427230.750000 Penalty: 2785.365234
	Iteration 22Q: 3 clusters Score -427230.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -427261.281250 Penalty: 2785.365234
	Iteration 23Q: 3 clusters Score -427261.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -427281.781250 Penalty: 2785.365234
	Iteration 24Q: 3 clusters Score -427281.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -427299.906250 Penalty: 2785.365234
	Iteration 25Q: 3 clusters Score -427299.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -427314.781250 Penalty: 2785.365234
	Iteration 26Q: 3 clusters Score -427314.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -427331.968750 Penalty: 2785.365234
	Iteration 27Q: 3 clusters Score -427332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -427348.125000 Penalty: 2785.365234
	Iteration 28Q: 3 clusters Score -427348.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -427360.656250 Penalty: 2785.365234
	Iteration 29Q: 3 clusters Score -427360.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -427373.093750 Penalty: 2785.365234
	Iteration 30Q: 3 clusters Score -427373.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -427388.437500 Penalty: 2785.365234
	Iteration 31Q: 3 clusters Score -427388.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -427402.468750 Penalty: 2785.365234
	Iteration 32Q: 3 clusters Score -427402.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -427415.000000 Penalty: 2785.365234
	Iteration 33Q: 3 clusters Score -427415 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -427425.625000 Penalty: 2785.365234
	Iteration 34Q: 3 clusters Score -427425.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -427435.531250 Penalty: 2785.365234
	Iteration 35Q: 3 clusters Score -427435.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -427445.406250 Penalty: 2785.365234
	Iteration 36Q: 3 clusters Score -427445.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -427454.531250 Penalty: 2785.365234
	Iteration 37Q: 3 clusters Score -427454.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -427466.906250 Penalty: 2785.365234
	Iteration 38Q: 3 clusters Score -427466.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -427477.781250 Penalty: 2785.365234
	Iteration 39Q: 3 clusters Score -427477.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -427490.968750 Penalty: 2785.365234
	Iteration 40F: 3 clusters Score -427491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -427501.312500 Penalty: 2785.365234
	Iteration 41Q: 3 clusters Score -427501.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -427509.812500 Penalty: 2785.365234
	Iteration 42Q: 3 clusters Score -427509.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -427516.031250 Penalty: 2785.365234
	Iteration 43Q: 3 clusters Score -427516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -427522.156250 Penalty: 2785.365234
	Iteration 44Q: 3 clusters Score -427522.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -427528.468750 Penalty: 2785.365234
	Iteration 45Q: 3 clusters Score -427528.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -427533.062500 Penalty: 2785.365234
	Iteration 46Q: 3 clusters Score -427533.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -427537.906250 Penalty: 2785.365234
	Iteration 47Q: 3 clusters Score -427537.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -427542.531250 Penalty: 2785.365234
	Iteration 48Q: 3 clusters Score -427542.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -427545.843750 Penalty: 2785.365234
	Iteration 49Q: 3 clusters Score -427545.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -427549.093750 Penalty: 2785.365234
	Iteration 50Q: 3 clusters Score -427549.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -427550.125000 Penalty: 2785.365234
	Iteration 51Q: 3 clusters Score -427550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -427551.906250 Penalty: 2785.365234
	Iteration 52Q: 3 clusters Score -427551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -427552.031250 Penalty: 2785.365234
	Iteration 53Q: 3 clusters Score -427552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -427553.250000 Penalty: 2785.365234
	Iteration 54Q: 3 clusters Score -427553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -427553.062500 Penalty: 2785.365234
	Iteration 55Q: 3 clusters Score -427553.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -427553.812500 Penalty: 2785.365234
	Iteration 56Q: 3 clusters Score -427553.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -427555.593750 Penalty: 2785.365234
	Iteration 57Q: 3 clusters Score -427555.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -427556.406250 Penalty: 2785.365234
	Iteration 58Q: 3 clusters Score -427556.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -427556.718750 Penalty: 2785.365234
	Iteration 59Q: 3 clusters Score -427556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -427558.250000 Penalty: 2785.365234
	Iteration 60F: 3 clusters Score -427558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -427559.500000 Penalty: 2785.365234
	Iteration 61Q: 3 clusters Score -427559.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -427560.468750 Penalty: 2785.365234
	Iteration 62Q: 3 clusters Score -427560.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -427561.781250 Penalty: 2785.365234
	Iteration 63Q: 3 clusters Score -427561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -427563.375000 Penalty: 2785.365234
	Iteration 64Q: 3 clusters Score -427563.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -427564.593750 Penalty: 2785.365234
	Iteration 65Q: 3 clusters Score -427564.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -427564.375000 Penalty: 2785.365234
	Iteration 66Q: 3 clusters Score -427564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -427564.906250 Penalty: 2785.365234
	Iteration 67Q: 3 clusters Score -427564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -427564.750000 Penalty: 2785.365234
	Iteration 68Q: 3 clusters Score -427564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -427564.750000 Penalty: 2785.365234
	Iteration 69F: 3 clusters Score -427564.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 6 contains 17487 members 
Mstep: Class 7 contains 74824 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4898 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4741 members 
Mstep: Class 24 contains 3118 members 
Entering Unmasked Estep 
Score: -24801046.000000 Penalty: 48939.738281
Splitting cluster 20 changes total score from -24800486.000000 to -24801046.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 21 (3783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Entering Unmasked Estep 
Score: -350105.906250 Penalty: 1338.719360
	Iteration 0F: 2 clusters Score -350105.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -346836.406250 Penalty: 2677.438721
	Iteration 0F: 3 clusters Score -346836.4 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -347692.531250 Penalty: 2677.438721
	Iteration 1F: 3 clusters Score -347692.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -347883.125000 Penalty: 2677.438721
	Iteration 2F: 3 clusters Score -347883.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -348001.968750 Penalty: 2677.438721
	Iteration 3F: 3 clusters Score -348002 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -348100.781250 Penalty: 2677.438721
	Iteration 4Q: 3 clusters Score -348100.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -348170.281250 Penalty: 2677.438721
	Iteration 5Q: 3 clusters Score -348170.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -348229.093750 Penalty: 2677.438721
	Iteration 6Q: 3 clusters Score -348229.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -348274.062500 Penalty: 2677.438721
	Iteration 7Q: 3 clusters Score -348274.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -348324.375000 Penalty: 2677.438721
	Iteration 8Q: 3 clusters Score -348324.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -348379.906250 Penalty: 2677.438721
	Iteration 9Q: 3 clusters Score -348379.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -348421.687500 Penalty: 2677.438721
	Iteration 10Q: 3 clusters Score -348421.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -348470.218750 Penalty: 2677.438721
	Iteration 11Q: 3 clusters Score -348470.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -348516.500000 Penalty: 2677.438721
	Iteration 12Q: 3 clusters Score -348516.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -348555.000000 Penalty: 2677.438721
	Iteration 13Q: 3 clusters Score -348555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -348598.437500 Penalty: 2677.438721
	Iteration 14Q: 3 clusters Score -348598.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -348645.406250 Penalty: 2677.438721
	Iteration 15Q: 3 clusters Score -348645.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -348697.500000 Penalty: 2677.438721
	Iteration 16Q: 3 clusters Score -348697.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -348739.125000 Penalty: 2677.438721
	Iteration 17Q: 3 clusters Score -348739.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -348781.250000 Penalty: 2677.438721
	Iteration 18Q: 3 clusters Score -348781.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -348814.781250 Penalty: 2677.438721
	Iteration 19Q: 3 clusters Score -348814.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -348844.125000 Penalty: 2677.438721
	Iteration 20F: 3 clusters Score -348844.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -348862.250000 Penalty: 2677.438721
	Iteration 21Q: 3 clusters Score -348862.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -348878.812500 Penalty: 2677.438721
	Iteration 22Q: 3 clusters Score -348878.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -348891.437500 Penalty: 2677.438721
	Iteration 23Q: 3 clusters Score -348891.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -348900.531250 Penalty: 2677.438721
	Iteration 24Q: 3 clusters Score -348900.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -348907.718750 Penalty: 2677.438721
	Iteration 25Q: 3 clusters Score -348907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -348913.156250 Penalty: 2677.438721
	Iteration 26Q: 3 clusters Score -348913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -348918.218750 Penalty: 2677.438721
	Iteration 27Q: 3 clusters Score -348918.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -348921.562500 Penalty: 2677.438721
	Iteration 28Q: 3 clusters Score -348921.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -348927.187500 Penalty: 2677.438721
	Iteration 29Q: 3 clusters Score -348927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -348934.156250 Penalty: 2677.438721
	Iteration 30Q: 3 clusters Score -348934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -348938.062500 Penalty: 2677.438721
	Iteration 31Q: 3 clusters Score -348938.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -348941.593750 Penalty: 2677.438721
	Iteration 32Q: 3 clusters Score -348941.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -348944.156250 Penalty: 2677.438721
	Iteration 33Q: 3 clusters Score -348944.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -348947.156250 Penalty: 2677.438721
	Iteration 34Q: 3 clusters Score -348947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -348948.250000 Penalty: 2677.438721
	Iteration 35Q: 3 clusters Score -348948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -348950.250000 Penalty: 2677.438721
	Iteration 36Q: 3 clusters Score -348950.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -348950.968750 Penalty: 2677.438721
	Iteration 37Q: 3 clusters Score -348951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -348951.218750 Penalty: 2677.438721
	Iteration 38Q: 3 clusters Score -348951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -348951.218750 Penalty: 2677.438721
	Iteration 39F: 3 clusters Score -348951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Entering Unmasked Estep 
Score: -607904.875000 Penalty: 1433.675171
	Iteration 0F: 2 clusters Score -607904.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -602837.937500 Penalty: 2867.350342
	Iteration 0F: 3 clusters Score -602837.9 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -604526.812500 Penalty: 2867.350342
	Iteration 1F: 3 clusters Score -604526.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -604947.750000 Penalty: 2867.350342
	Iteration 2F: 3 clusters Score -604947.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -605358.437500 Penalty: 2867.350342
	Iteration 3F: 3 clusters Score -605358.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -605797.000000 Penalty: 2867.350342
	Iteration 4F: 3 clusters Score -605797 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -606203.562500 Penalty: 2867.350342
	Iteration 5F: 3 clusters Score -606203.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -606557.000000 Penalty: 2867.350342
	Iteration 6F: 3 clusters Score -606557 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -606769.375000 Penalty: 2867.350342
	Iteration 7F: 3 clusters Score -606769.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -606893.812500 Penalty: 2867.350342
	Iteration 8Q: 3 clusters Score -606893.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -606997.875000 Penalty: 2867.350342
	Iteration 9Q: 3 clusters Score -606997.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -607084.062500 Penalty: 2867.350342
	Iteration 10Q: 3 clusters Score -607084.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -607145.687500 Penalty: 2867.350342
	Iteration 11Q: 3 clusters Score -607145.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -607191.687500 Penalty: 2867.350342
	Iteration 12Q: 3 clusters Score -607191.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -607237.875000 Penalty: 2867.350342
	Iteration 13Q: 3 clusters Score -607237.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -607278.375000 Penalty: 2867.350342
	Iteration 14Q: 3 clusters Score -607278.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -607311.625000 Penalty: 2867.350342
	Iteration 15Q: 3 clusters Score -607311.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -607344.812500 Penalty: 2867.350342
	Iteration 16Q: 3 clusters Score -607344.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -607373.937500 Penalty: 2867.350342
	Iteration 17Q: 3 clusters Score -607373.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -607417.812500 Penalty: 2867.350342
	Iteration 18Q: 3 clusters Score -607417.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -607456.125000 Penalty: 2867.350342
	Iteration 19Q: 3 clusters Score -607456.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -607491.750000 Penalty: 2867.350342
	Iteration 20F: 3 clusters Score -607491.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -607538.187500 Penalty: 2867.350342
	Iteration 21Q: 3 clusters Score -607538.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -607581.812500 Penalty: 2867.350342
	Iteration 22Q: 3 clusters Score -607581.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -607599.500000 Penalty: 2867.350342
	Iteration 23Q: 3 clusters Score -607599.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -607609.125000 Penalty: 2867.350342
	Iteration 24Q: 3 clusters Score -607609.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -607617.562500 Penalty: 2867.350342
	Iteration 25Q: 3 clusters Score -607617.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -607626.187500 Penalty: 2867.350342
	Iteration 26Q: 3 clusters Score -607626.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -607633.437500 Penalty: 2867.350342
	Iteration 27Q: 3 clusters Score -607633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -607635.000000 Penalty: 2867.350342
	Iteration 28Q: 3 clusters Score -607635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -607636.750000 Penalty: 2867.350342
	Iteration 29Q: 3 clusters Score -607636.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -607638.562500 Penalty: 2867.350342
	Iteration 30Q: 3 clusters Score -607638.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -607639.562500 Penalty: 2867.350342
	Iteration 31Q: 3 clusters Score -607639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -607639.375000 Penalty: 2867.350342
	Iteration 32Q: 3 clusters Score -607639.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -607639.375000 Penalty: 2867.350342
	Iteration 33F: 3 clusters Score -607639.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Entering Unmasked Estep 
Score: -417901.406250 Penalty: 1375.400635
	Iteration 0F: 2 clusters Score -417901.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -414081.093750 Penalty: 2750.801270
	Iteration 0F: 3 clusters Score -414081.1 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -415084.468750 Penalty: 2750.801270
	Iteration 1F: 3 clusters Score -415084.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -415247.968750 Penalty: 2750.801270
	Iteration 2F: 3 clusters Score -415248 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -415359.406250 Penalty: 2750.801270
	Iteration 3Q: 3 clusters Score -415359.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -415454.156250 Penalty: 2750.801270
	Iteration 4Q: 3 clusters Score -415454.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -415541.062500 Penalty: 2750.801270
	Iteration 5Q: 3 clusters Score -415541.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -415623.218750 Penalty: 2750.801270
	Iteration 6Q: 3 clusters Score -415623.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -415701.250000 Penalty: 2750.801270
	Iteration 7Q: 3 clusters Score -415701.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -415769.687500 Penalty: 2750.801270
	Iteration 8Q: 3 clusters Score -415769.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -415834.937500 Penalty: 2750.801270
	Iteration 9Q: 3 clusters Score -415834.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -415907.656250 Penalty: 2750.801270
	Iteration 10Q: 3 clusters Score -415907.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -415976.625000 Penalty: 2750.801270
	Iteration 11Q: 3 clusters Score -415976.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -416045.500000 Penalty: 2750.801270
	Iteration 12Q: 3 clusters Score -416045.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -416111.437500 Penalty: 2750.801270
	Iteration 13Q: 3 clusters Score -416111.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -416168.968750 Penalty: 2750.801270
	Iteration 14Q: 3 clusters Score -416169 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -416209.343750 Penalty: 2750.801270
	Iteration 15Q: 3 clusters Score -416209.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -416239.156250 Penalty: 2750.801270
	Iteration 16Q: 3 clusters Score -416239.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -416261.343750 Penalty: 2750.801270
	Iteration 17Q: 3 clusters Score -416261.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -416279.093750 Penalty: 2750.801270
	Iteration 18Q: 3 clusters Score -416279.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -416298.031250 Penalty: 2750.801270
	Iteration 19Q: 3 clusters Score -416298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -416324.093750 Penalty: 2750.801270
	Iteration 20F: 3 clusters Score -416324.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -416341.875000 Penalty: 2750.801270
	Iteration 21Q: 3 clusters Score -416341.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -416362.187500 Penalty: 2750.801270
	Iteration 22Q: 3 clusters Score -416362.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -416377.906250 Penalty: 2750.801270
	Iteration 23Q: 3 clusters Score -416377.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -416389.625000 Penalty: 2750.801270
	Iteration 24Q: 3 clusters Score -416389.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -416399.468750 Penalty: 2750.801270
	Iteration 25Q: 3 clusters Score -416399.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -416411.000000 Penalty: 2750.801270
	Iteration 26Q: 3 clusters Score -416411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -416424.718750 Penalty: 2750.801270
	Iteration 27Q: 3 clusters Score -416424.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -416443.093750 Penalty: 2750.801270
	Iteration 28Q: 3 clusters Score -416443.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -416459.593750 Penalty: 2750.801270
	Iteration 29Q: 3 clusters Score -416459.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -416476.031250 Penalty: 2750.801270
	Iteration 30Q: 3 clusters Score -416476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -416488.093750 Penalty: 2750.801270
	Iteration 31Q: 3 clusters Score -416488.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -416500.343750 Penalty: 2750.801270
	Iteration 32Q: 3 clusters Score -416500.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -416514.437500 Penalty: 2750.801270
	Iteration 33Q: 3 clusters Score -416514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -416525.437500 Penalty: 2750.801270
	Iteration 34Q: 3 clusters Score -416525.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -416534.187500 Penalty: 2750.801270
	Iteration 35Q: 3 clusters Score -416534.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -416542.875000 Penalty: 2750.801270
	Iteration 36Q: 3 clusters Score -416542.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -416551.781250 Penalty: 2750.801270
	Iteration 37Q: 3 clusters Score -416551.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -416556.812500 Penalty: 2750.801270
	Iteration 38Q: 3 clusters Score -416556.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -416564.031250 Penalty: 2750.801270
	Iteration 39Q: 3 clusters Score -416564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -416567.375000 Penalty: 2750.801270
	Iteration 40F: 3 clusters Score -416567.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -416570.343750 Penalty: 2750.801270
	Iteration 41Q: 3 clusters Score -416570.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -416574.062500 Penalty: 2750.801270
	Iteration 42Q: 3 clusters Score -416574.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -416577.406250 Penalty: 2750.801270
	Iteration 43Q: 3 clusters Score -416577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -416577.562500 Penalty: 2750.801270
	Iteration 44Q: 3 clusters Score -416577.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -416579.250000 Penalty: 2750.801270
	Iteration 45Q: 3 clusters Score -416579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -416581.156250 Penalty: 2750.801270
	Iteration 46Q: 3 clusters Score -416581.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -416586.812500 Penalty: 2750.801270
	Iteration 47Q: 3 clusters Score -416586.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -416588.500000 Penalty: 2750.801270
	Iteration 48Q: 3 clusters Score -416588.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -416589.875000 Penalty: 2750.801270
	Iteration 49Q: 3 clusters Score -416589.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -416593.531250 Penalty: 2750.801270
	Iteration 50Q: 3 clusters Score -416593.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -416596.437500 Penalty: 2750.801270
	Iteration 51Q: 3 clusters Score -416596.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -416599.906250 Penalty: 2750.801270
	Iteration 52Q: 3 clusters Score -416599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -416600.718750 Penalty: 2750.801270
	Iteration 53Q: 3 clusters Score -416600.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -416601.812500 Penalty: 2750.801270
	Iteration 54Q: 3 clusters Score -416601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -416602.187500 Penalty: 2750.801270
	Iteration 55Q: 3 clusters Score -416602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -416605.656250 Penalty: 2750.801270
	Iteration 56Q: 3 clusters Score -416605.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -416609.937500 Penalty: 2750.801270
	Iteration 57Q: 3 clusters Score -416609.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -416616.312500 Penalty: 2750.801270
	Iteration 58Q: 3 clusters Score -416616.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -416620.343750 Penalty: 2750.801270
	Iteration 59Q: 3 clusters Score -416620.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -416622.406250 Penalty: 2750.801270
	Iteration 60F: 3 clusters Score -416622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -416624.531250 Penalty: 2750.801270
	Iteration 61Q: 3 clusters Score -416624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -416627.218750 Penalty: 2750.801270
	Iteration 62Q: 3 clusters Score -416627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -416629.812500 Penalty: 2750.801270
	Iteration 63Q: 3 clusters Score -416629.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -416631.687500 Penalty: 2750.801270
	Iteration 64Q: 3 clusters Score -416631.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -416632.875000 Penalty: 2750.801270
	Iteration 65Q: 3 clusters Score -416632.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -416635.500000 Penalty: 2750.801270
	Iteration 66Q: 3 clusters Score -416635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -416637.156250 Penalty: 2750.801270
	Iteration 67Q: 3 clusters Score -416637.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -416638.406250 Penalty: 2750.801270
	Iteration 68Q: 3 clusters Score -416638.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -416640.125000 Penalty: 2750.801270
	Iteration 69Q: 3 clusters Score -416640.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -416640.625000 Penalty: 2750.801270
	Iteration 70Q: 3 clusters Score -416640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -416640.625000 Penalty: 2750.801270
	Iteration 71F: 3 clusters Score -416640.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 12910 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18795 members 
Mstep: Class 7 contains 74824 members 
Mstep: Class 8 contains 10946 members 
Mstep: Class 10 contains 7979 members 
Mstep: Class 11 contains 30961 members 
Mstep: Class 12 contains 2080 members 
Mstep: Class 13 contains 4412 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 11450 members 
Mstep: Class 19 contains 7908 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 3783 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24802924.000000 Penalty: 48939.738281
Iteration 39Q: 25 clusters Score -2.480292e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 3260 members 
Mstep: Class 3 contains 12857 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 18904 members 
Mstep: Class 6 contains 16992 members 
Mstep: Class 7 contains 74614 members 
Mstep: Class 8 contains 11109 members 
Mstep: Class 9 contains 690 members 
Mstep: Class 10 contains 8059 members 
Mstep: Class 11 contains 30876 members 
Mstep: Class 12 contains 2206 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 5001 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 11438 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 2332 members 
Mstep: Class 21 contains 3771 members 
Mstep: Class 22 contains 6783 members 
Mstep: Class 23 contains 4770 members 
Mstep: Class 24 contains 2913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24804454.000000 Penalty: 48939.738281
Iteration 40F: 25 clusters Score -2.480445e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 3357 members 
Mstep: Class 3 contains 12643 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 18927 members 
Mstep: Class 6 contains 17189 members 
Mstep: Class 7 contains 74454 members 
Mstep: Class 8 contains 11167 members 
Mstep: Class 9 contains 701 members 
Mstep: Class 10 contains 7819 members 
Mstep: Class 11 contains 30874 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 5116 members 
Mstep: Class 16 contains 1824 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 11370 members 
Mstep: Class 19 contains 7944 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 3716 members 
Mstep: Class 22 contains 6777 members 
Mstep: Class 23 contains 4793 members 
Mstep: Class 24 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805304.000000 Penalty: 48939.738281
Iteration 41Q: 25 clusters Score -2.48053e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 3507 members 
Mstep: Class 3 contains 12473 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 18972 members 
Mstep: Class 6 contains 17164 members 
Mstep: Class 7 contains 74362 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 720 members 
Mstep: Class 10 contains 7642 members 
Mstep: Class 11 contains 30882 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 5183 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 3060 members 
Mstep: Class 18 contains 11308 members 
Mstep: Class 19 contains 7968 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 3715 members 
Mstep: Class 22 contains 6781 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 3108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24805862.000000 Penalty: 48939.738281
Iteration 42Q: 25 clusters Score -2.480586e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 3649 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 18970 members 
Mstep: Class 6 contains 17107 members 
Mstep: Class 7 contains 74298 members 
Mstep: Class 8 contains 11221 members 
Mstep: Class 9 contains 731 members 
Mstep: Class 10 contains 7487 members 
Mstep: Class 11 contains 30899 members 
Mstep: Class 12 contains 2326 members 
Mstep: Class 13 contains 4414 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 5252 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 11252 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 2588 members 
Mstep: Class 21 contains 3698 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806256.000000 Penalty: 48939.738281
Iteration 43Q: 25 clusters Score -2.480626e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 3791 members 
Mstep: Class 3 contains 12213 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 18926 members 
Mstep: Class 6 contains 17041 members 
Mstep: Class 7 contains 74257 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 734 members 
Mstep: Class 10 contains 7365 members 
Mstep: Class 11 contains 30935 members 
Mstep: Class 12 contains 2328 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4841 members 
Mstep: Class 15 contains 5314 members 
Mstep: Class 16 contains 1744 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 11188 members 
Mstep: Class 19 contains 7980 members 
Mstep: Class 20 contains 2640 members 
Mstep: Class 21 contains 3689 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 3192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806554.000000 Penalty: 48939.738281
Iteration 44Q: 25 clusters Score -2.480655e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 12076 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 18886 members 
Mstep: Class 6 contains 16929 members 
Mstep: Class 7 contains 74216 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 740 members 
Mstep: Class 10 contains 7253 members 
Mstep: Class 11 contains 30969 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 5358 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 7997 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 3680 members 
Mstep: Class 22 contains 6806 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24806814.000000 Penalty: 48939.738281
Iteration 45Q: 25 clusters Score -2.480681e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 4126 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 18833 members 
Mstep: Class 6 contains 16780 members 
Mstep: Class 7 contains 74178 members 
Mstep: Class 8 contains 11198 members 
Mstep: Class 9 contains 744 members 
Mstep: Class 10 contains 7158 members 
Mstep: Class 11 contains 30991 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 4859 members 
Mstep: Class 15 contains 5384 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 11038 members 
Mstep: Class 19 contains 8014 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 3681 members 
Mstep: Class 22 contains 6813 members 
Mstep: Class 23 contains 4891 members 
Mstep: Class 24 contains 3224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807290.000000 Penalty: 48939.738281
Iteration 46Q: 25 clusters Score -2.480729e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 18788 members 
Mstep: Class 6 contains 16587 members 
Mstep: Class 7 contains 74149 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 9 contains 746 members 
Mstep: Class 10 contains 7083 members 
Mstep: Class 11 contains 31017 members 
Mstep: Class 12 contains 2323 members 
Mstep: Class 13 contains 4419 members 
Mstep: Class 14 contains 4866 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 10954 members 
Mstep: Class 19 contains 8027 members 
Mstep: Class 20 contains 2771 members 
Mstep: Class 21 contains 3673 members 
Mstep: Class 22 contains 6817 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807650.000000 Penalty: 48939.738281
Iteration 47Q: 25 clusters Score -2.480765e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 4493 members 
Mstep: Class 3 contains 11710 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 18716 members 
Mstep: Class 6 contains 16470 members 
Mstep: Class 7 contains 74098 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 750 members 
Mstep: Class 10 contains 7003 members 
Mstep: Class 11 contains 31043 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 5404 members 
Mstep: Class 16 contains 1700 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 10867 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 3664 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 4908 members 
Mstep: Class 24 contains 3252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808098.000000 Penalty: 48939.738281
Iteration 48Q: 25 clusters Score -2.48081e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 11604 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 18627 members 
Mstep: Class 6 contains 16388 members 
Mstep: Class 7 contains 74076 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 755 members 
Mstep: Class 10 contains 6935 members 
Mstep: Class 11 contains 31072 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 4422 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 5412 members 
Mstep: Class 16 contains 1693 members 
Mstep: Class 17 contains 3048 members 
Mstep: Class 18 contains 10788 members 
Mstep: Class 19 contains 8039 members 
Mstep: Class 20 contains 2809 members 
Mstep: Class 21 contains 3653 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808422.000000 Penalty: 48939.738281
Iteration 49Q: 25 clusters Score -2.480842e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 11509 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 18517 members 
Mstep: Class 6 contains 16429 members 
Mstep: Class 7 contains 74066 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 756 members 
Mstep: Class 10 contains 6860 members 
Mstep: Class 11 contains 31092 members 
Mstep: Class 12 contains 2315 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 10705 members 
Mstep: Class 19 contains 8035 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 3647 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808688.000000 Penalty: 48939.738281
Iteration 50Q: 25 clusters Score -2.480869e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 11417 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 18426 members 
Mstep: Class 6 contains 16517 members 
Mstep: Class 7 contains 74081 members 
Mstep: Class 8 contains 11183 members 
Mstep: Class 9 contains 757 members 
Mstep: Class 10 contains 6802 members 
Mstep: Class 11 contains 31100 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 4418 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 10614 members 
Mstep: Class 19 contains 8025 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 3639 members 
Mstep: Class 22 contains 6840 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24808916.000000 Penalty: 48939.738281
Iteration 51Q: 25 clusters Score -2.480892e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39552 members 
Mstep: Class 2 contains 5224 members 
Mstep: Class 3 contains 11348 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 18328 members 
Mstep: Class 6 contains 16641 members 
Mstep: Class 7 contains 74087 members 
Mstep: Class 8 contains 11186 members 
Mstep: Class 9 contains 759 members 
Mstep: Class 10 contains 6753 members 
Mstep: Class 11 contains 31111 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 4880 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 10517 members 
Mstep: Class 19 contains 8021 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 6850 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809260.000000 Penalty: 48939.738281
Iteration 52Q: 25 clusters Score -2.480926e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 5422 members 
Mstep: Class 3 contains 11275 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 18219 members 
Mstep: Class 6 contains 16777 members 
Mstep: Class 7 contains 74109 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 6704 members 
Mstep: Class 11 contains 31121 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 4879 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 10456 members 
Mstep: Class 19 contains 8013 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 3621 members 
Mstep: Class 22 contains 6857 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809514.000000 Penalty: 48939.738281
Iteration 53Q: 25 clusters Score -2.480951e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 5650 members 
Mstep: Class 3 contains 11199 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 18123 members 
Mstep: Class 6 contains 16896 members 
Mstep: Class 7 contains 74118 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 6669 members 
Mstep: Class 11 contains 31128 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 4882 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 8006 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809544.000000 Penalty: 48939.738281
Iteration 54Q: 25 clusters Score -2.480954e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 5866 members 
Mstep: Class 3 contains 11139 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 18024 members 
Mstep: Class 6 contains 17025 members 
Mstep: Class 7 contains 74126 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 6632 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 4873 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 3038 members 
Mstep: Class 18 contains 10322 members 
Mstep: Class 19 contains 8004 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 3656 members 
Mstep: Class 22 contains 6869 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 3395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809680.000000 Penalty: 48939.738281
Iteration 55Q: 25 clusters Score -2.480968e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 6076 members 
Mstep: Class 3 contains 11077 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 17935 members 
Mstep: Class 6 contains 17196 members 
Mstep: Class 7 contains 74122 members 
Mstep: Class 8 contains 11195 members 
Mstep: Class 9 contains 761 members 
Mstep: Class 10 contains 6595 members 
Mstep: Class 11 contains 31134 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 4420 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 1681 members 
Mstep: Class 17 contains 3036 members 
Mstep: Class 18 contains 10260 members 
Mstep: Class 19 contains 7999 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 3682 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809914.000000 Penalty: 48939.738281
Iteration 56Q: 25 clusters Score -2.480991e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 6275 members 
Mstep: Class 3 contains 11002 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 17849 members 
Mstep: Class 6 contains 17355 members 
Mstep: Class 7 contains 74108 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 762 members 
Mstep: Class 10 contains 6569 members 
Mstep: Class 11 contains 31134 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 4423 members 
Mstep: Class 14 contains 4867 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 10221 members 
Mstep: Class 19 contains 7994 members 
Mstep: Class 20 contains 2824 members 
Mstep: Class 21 contains 3707 members 
Mstep: Class 22 contains 6881 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 3442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809924.000000 Penalty: 48939.738281
Iteration 57Q: 25 clusters Score -2.480992e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 6451 members 
Mstep: Class 3 contains 10951 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 17771 members 
Mstep: Class 6 contains 17475 members 
Mstep: Class 7 contains 74100 members 
Mstep: Class 8 contains 11195 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6542 members 
Mstep: Class 11 contains 31140 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 5419 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 3032 members 
Mstep: Class 18 contains 10192 members 
Mstep: Class 19 contains 7986 members 
Mstep: Class 20 contains 2835 members 
Mstep: Class 21 contains 3729 members 
Mstep: Class 22 contains 6887 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810038.000000 Penalty: 48939.738281
Iteration 58Q: 25 clusters Score -2.481004e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 6615 members 
Mstep: Class 3 contains 10901 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 17691 members 
Mstep: Class 6 contains 17606 members 
Mstep: Class 7 contains 74097 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6525 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 4428 members 
Mstep: Class 14 contains 4860 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 10153 members 
Mstep: Class 19 contains 7979 members 
Mstep: Class 20 contains 2834 members 
Mstep: Class 21 contains 3755 members 
Mstep: Class 22 contains 6891 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810154.000000 Penalty: 48939.738281
Iteration 59Q: 25 clusters Score -2.481015e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 6776 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 17634 members 
Mstep: Class 6 contains 17716 members 
Mstep: Class 7 contains 74097 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6509 members 
Mstep: Class 11 contains 31144 members 
Mstep: Class 12 contains 2338 members 
Mstep: Class 13 contains 4427 members 
Mstep: Class 14 contains 4855 members 
Mstep: Class 15 contains 5421 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 10121 members 
Mstep: Class 19 contains 7972 members 
Mstep: Class 20 contains 2839 members 
Mstep: Class 21 contains 3769 members 
Mstep: Class 22 contains 6896 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 3513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810290.000000 Penalty: 48939.738281
Iteration 60F: 25 clusters Score -2.481029e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 10824 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 17592 members 
Mstep: Class 6 contains 17788 members 
Mstep: Class 7 contains 74097 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6502 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 10094 members 
Mstep: Class 19 contains 7973 members 
Mstep: Class 20 contains 2852 members 
Mstep: Class 21 contains 3784 members 
Mstep: Class 22 contains 6888 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 3525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810410.000000 Penalty: 48939.738281
Iteration 61Q: 25 clusters Score -2.481041e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 7233 members 
Mstep: Class 3 contains 10786 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 17552 members 
Mstep: Class 6 contains 17869 members 
Mstep: Class 7 contains 74080 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6497 members 
Mstep: Class 11 contains 31143 members 
Mstep: Class 12 contains 2335 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 10077 members 
Mstep: Class 19 contains 7973 members 
Mstep: Class 20 contains 2868 members 
Mstep: Class 21 contains 3792 members 
Mstep: Class 22 contains 6880 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810428.000000 Penalty: 48939.738281
Iteration 62Q: 25 clusters Score -2.481043e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 7478 members 
Mstep: Class 3 contains 10766 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 17503 members 
Mstep: Class 6 contains 17920 members 
Mstep: Class 7 contains 74079 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6493 members 
Mstep: Class 11 contains 31137 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 4426 members 
Mstep: Class 14 contains 4843 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 10057 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 3806 members 
Mstep: Class 22 contains 6875 members 
Mstep: Class 23 contains 4932 members 
Mstep: Class 24 contains 3536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810470.000000 Penalty: 48939.738281
Iteration 63Q: 25 clusters Score -2.481047e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 7731 members 
Mstep: Class 3 contains 10741 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 17456 members 
Mstep: Class 6 contains 17970 members 
Mstep: Class 7 contains 74067 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6480 members 
Mstep: Class 11 contains 31131 members 
Mstep: Class 12 contains 2343 members 
Mstep: Class 13 contains 4425 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 10041 members 
Mstep: Class 19 contains 7972 members 
Mstep: Class 20 contains 2888 members 
Mstep: Class 21 contains 3834 members 
Mstep: Class 22 contains 6867 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810584.000000 Penalty: 48939.738281
Iteration 64Q: 25 clusters Score -2.481058e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 10718 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 17412 members 
Mstep: Class 6 contains 18017 members 
Mstep: Class 7 contains 74065 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6464 members 
Mstep: Class 11 contains 31127 members 
Mstep: Class 12 contains 2347 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 10027 members 
Mstep: Class 19 contains 7969 members 
Mstep: Class 20 contains 2898 members 
Mstep: Class 21 contains 3868 members 
Mstep: Class 22 contains 6867 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810646.000000 Penalty: 48939.738281
Iteration 65Q: 25 clusters Score -2.481065e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 8188 members 
Mstep: Class 3 contains 10700 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 5 contains 17371 members 
Mstep: Class 6 contains 18056 members 
Mstep: Class 7 contains 74060 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6447 members 
Mstep: Class 11 contains 31118 members 
Mstep: Class 12 contains 2345 members 
Mstep: Class 13 contains 4421 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 5428 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 10020 members 
Mstep: Class 19 contains 7958 members 
Mstep: Class 20 contains 2922 members 
Mstep: Class 21 contains 3908 members 
Mstep: Class 22 contains 6862 members 
Mstep: Class 23 contains 4931 members 
Mstep: Class 24 contains 3568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810688.000000 Penalty: 48939.738281
Iteration 66Q: 25 clusters Score -2.481069e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 8397 members 
Mstep: Class 3 contains 10678 members 
Mstep: Class 4 contains 4889 members 
Mstep: Class 5 contains 17337 members 
Mstep: Class 6 contains 18091 members 
Mstep: Class 7 contains 74057 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 31116 members 
Mstep: Class 12 contains 2348 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 10019 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 2934 members 
Mstep: Class 21 contains 3946 members 
Mstep: Class 22 contains 6855 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810740.000000 Penalty: 48939.738281
Iteration 67Q: 25 clusters Score -2.481074e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 10655 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 17319 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 74059 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6406 members 
Mstep: Class 11 contains 31108 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 4417 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 2943 members 
Mstep: Class 21 contains 3976 members 
Mstep: Class 22 contains 6852 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810758.000000 Penalty: 48939.738281
Iteration 68Q: 25 clusters Score -2.481076e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 10635 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 17306 members 
Mstep: Class 6 contains 18138 members 
Mstep: Class 7 contains 74063 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6376 members 
Mstep: Class 11 contains 31097 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 10006 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 2953 members 
Mstep: Class 21 contains 4012 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810832.000000 Penalty: 48939.738281
Iteration 69Q: 25 clusters Score -2.481083e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 9213 members 
Mstep: Class 3 contains 10614 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 17291 members 
Mstep: Class 6 contains 18160 members 
Mstep: Class 7 contains 74069 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6337 members 
Mstep: Class 11 contains 31087 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 5429 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9992 members 
Mstep: Class 19 contains 7938 members 
Mstep: Class 20 contains 2967 members 
Mstep: Class 21 contains 4053 members 
Mstep: Class 22 contains 6846 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24810862.000000 Penalty: 48939.738281
Iteration 70Q: 25 clusters Score -2.481086e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35642 members 
Mstep: Class 2 contains 9553 members 
Mstep: Class 3 contains 10593 members 
Mstep: Class 4 contains 4890 members 
Mstep: Class 5 contains 17265 members 
Mstep: Class 6 contains 18172 members 
Mstep: Class 7 contains 74082 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6301 members 
Mstep: Class 11 contains 31069 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5433 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9983 members 
Mstep: Class 19 contains 7946 members 
Mstep: Class 20 contains 2988 members 
Mstep: Class 21 contains 4102 members 
Mstep: Class 22 contains 6843 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 3641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811046.000000 Penalty: 48939.738281
Iteration 71Q: 25 clusters Score -2.481105e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 9898 members 
Mstep: Class 3 contains 10563 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 17248 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 74091 members 
Mstep: Class 8 contains 11201 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6257 members 
Mstep: Class 11 contains 31062 members 
Mstep: Class 12 contains 2359 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 4844 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9971 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 3007 members 
Mstep: Class 21 contains 4168 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 4929 members 
Mstep: Class 24 contains 3642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811154.000000 Penalty: 48939.738281
Iteration 72Q: 25 clusters Score -2.481115e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 10538 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 17231 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 74091 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6210 members 
Mstep: Class 11 contains 31050 members 
Mstep: Class 12 contains 2366 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5442 members 
Mstep: Class 16 contains 1672 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9968 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 3030 members 
Mstep: Class 21 contains 4238 members 
Mstep: Class 22 contains 6849 members 
Mstep: Class 23 contains 4930 members 
Mstep: Class 24 contains 3651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811308.000000 Penalty: 48939.738281
Iteration 73Q: 25 clusters Score -2.481131e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 10694 members 
Mstep: Class 3 contains 10518 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 17224 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 74105 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6153 members 
Mstep: Class 11 contains 31032 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5443 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9965 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 3044 members 
Mstep: Class 21 contains 4292 members 
Mstep: Class 22 contains 6848 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811452.000000 Penalty: 48939.738281
Iteration 74Q: 25 clusters Score -2.481145e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 10494 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 17218 members 
Mstep: Class 6 contains 18217 members 
Mstep: Class 7 contains 74121 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 31012 members 
Mstep: Class 12 contains 2373 members 
Mstep: Class 13 contains 4411 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 5446 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9960 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 3060 members 
Mstep: Class 21 contains 4353 members 
Mstep: Class 22 contains 6845 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811602.000000 Penalty: 48939.738281
Iteration 75Q: 25 clusters Score -2.48116e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 11597 members 
Mstep: Class 3 contains 10468 members 
Mstep: Class 4 contains 4891 members 
Mstep: Class 5 contains 17212 members 
Mstep: Class 6 contains 18238 members 
Mstep: Class 7 contains 74131 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 6035 members 
Mstep: Class 11 contains 30981 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 4410 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9955 members 
Mstep: Class 19 contains 7952 members 
Mstep: Class 20 contains 3092 members 
Mstep: Class 21 contains 4402 members 
Mstep: Class 22 contains 6842 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811706.000000 Penalty: 48939.738281
Iteration 76Q: 25 clusters Score -2.481171e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 12044 members 
Mstep: Class 3 contains 10456 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 17199 members 
Mstep: Class 6 contains 18247 members 
Mstep: Class 7 contains 74160 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5982 members 
Mstep: Class 11 contains 30947 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 4849 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9952 members 
Mstep: Class 19 contains 7950 members 
Mstep: Class 20 contains 3124 members 
Mstep: Class 21 contains 4458 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 3674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811732.000000 Penalty: 48939.738281
Iteration 77Q: 25 clusters Score -2.481173e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17185 members 
Mstep: Class 6 contains 18264 members 
Mstep: Class 7 contains 74176 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5926 members 
Mstep: Class 11 contains 30916 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 5454 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9939 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 4500 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811896.000000 Penalty: 48939.738281
Iteration 78Q: 25 clusters Score -2.48119e+07 nChanged 761
Entering ConstructFrom: 
Score: -24811896.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (32198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Entering Unmasked Estep 
Score: -2945102.750000 Penalty: 1686.694702
	Iteration 0F: 2 clusters Score -2945103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2923540.750000 Penalty: 3373.389404
	Iteration 0F: 3 clusters Score -2923541 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2932095.000000 Penalty: 3373.389404
	Iteration 1F: 3 clusters Score -2932095 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2932823.000000 Penalty: 3373.389404
	Iteration 2F: 3 clusters Score -2932823 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -2933763.250000 Penalty: 3373.389404
	Iteration 3F: 3 clusters Score -2933763 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2934942.750000 Penalty: 3373.389404
	Iteration 4F: 3 clusters Score -2934943 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -2936092.750000 Penalty: 3373.389404
	Iteration 5F: 3 clusters Score -2936093 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2937227.750000 Penalty: 3373.389404
	Iteration 6F: 3 clusters Score -2937228 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2938274.250000 Penalty: 3373.389404
	Iteration 7F: 3 clusters Score -2938274 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -2939321.500000 Penalty: 3373.389404
	Iteration 8Q: 3 clusters Score -2939322 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2940196.500000 Penalty: 3373.389404
	Iteration 9Q: 3 clusters Score -2940196 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2940846.000000 Penalty: 3373.389404
	Iteration 10Q: 3 clusters Score -2940846 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2941284.000000 Penalty: 3373.389404
	Iteration 11Q: 3 clusters Score -2941284 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2941572.000000 Penalty: 3373.389404
	Iteration 12Q: 3 clusters Score -2941572 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2941748.250000 Penalty: 3373.389404
	Iteration 13Q: 3 clusters Score -2941748 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2941906.000000 Penalty: 3373.389404
	Iteration 14Q: 3 clusters Score -2941906 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2942057.500000 Penalty: 3373.389404
	Iteration 15Q: 3 clusters Score -2942058 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -2942178.000000 Penalty: 3373.389404
	Iteration 16Q: 3 clusters Score -2942178 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2942292.250000 Penalty: 3373.389404
	Iteration 17Q: 3 clusters Score -2942292 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2942391.000000 Penalty: 3373.389404
	Iteration 18Q: 3 clusters Score -2942391 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2942482.000000 Penalty: 3373.389404
	Iteration 19Q: 3 clusters Score -2942482 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2942533.500000 Penalty: 3373.389404
	Iteration 20F: 3 clusters Score -2942534 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2942609.750000 Penalty: 3373.389404
	Iteration 21Q: 3 clusters Score -2942610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2942697.000000 Penalty: 3373.389404
	Iteration 22Q: 3 clusters Score -2942697 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2942765.500000 Penalty: 3373.389404
	Iteration 23Q: 3 clusters Score -2942766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -2942834.000000 Penalty: 3373.389404
	Iteration 24Q: 3 clusters Score -2942834 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2942909.250000 Penalty: 3373.389404
	Iteration 25Q: 3 clusters Score -2942909 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2942978.250000 Penalty: 3373.389404
	Iteration 26Q: 3 clusters Score -2942978 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2943016.250000 Penalty: 3373.389404
	Iteration 27Q: 3 clusters Score -2943016 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2943064.750000 Penalty: 3373.389404
	Iteration 28Q: 3 clusters Score -2943065 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2943099.750000 Penalty: 3373.389404
	Iteration 29Q: 3 clusters Score -2943100 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29109 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -2943117.250000 Penalty: 3373.389404
	Iteration 30Q: 3 clusters Score -2943117 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29236 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2943157.250000 Penalty: 3373.389404
	Iteration 31Q: 3 clusters Score -2943157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2943192.000000 Penalty: 3373.389404
	Iteration 32Q: 3 clusters Score -2943192 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2943210.000000 Penalty: 3373.389404
	Iteration 33Q: 3 clusters Score -2943210 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2943240.000000 Penalty: 3373.389404
	Iteration 34Q: 3 clusters Score -2943240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2943255.750000 Penalty: 3373.389404
	Iteration 35Q: 3 clusters Score -2943256 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2943277.000000 Penalty: 3373.389404
	Iteration 36Q: 3 clusters Score -2943277 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2943294.750000 Penalty: 3373.389404
	Iteration 37Q: 3 clusters Score -2943295 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2943318.500000 Penalty: 3373.389404
	Iteration 38Q: 3 clusters Score -2943318 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2943335.750000 Penalty: 3373.389404
	Iteration 39Q: 3 clusters Score -2943336 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2943351.250000 Penalty: 3373.389404
	Iteration 40F: 3 clusters Score -2943351 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2943377.500000 Penalty: 3373.389404
	Iteration 41Q: 3 clusters Score -2943378 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2943396.250000 Penalty: 3373.389404
	Iteration 42Q: 3 clusters Score -2943396 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2943416.000000 Penalty: 3373.389404
	Iteration 43Q: 3 clusters Score -2943416 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2943433.000000 Penalty: 3373.389404
	Iteration 44Q: 3 clusters Score -2943433 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2943457.000000 Penalty: 3373.389404
	Iteration 45Q: 3 clusters Score -2943457 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2943473.250000 Penalty: 3373.389404
	Iteration 46Q: 3 clusters Score -2943473 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2943481.250000 Penalty: 3373.389404
	Iteration 47Q: 3 clusters Score -2943481 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2943495.000000 Penalty: 3373.389404
	Iteration 48Q: 3 clusters Score -2943495 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2943504.500000 Penalty: 3373.389404
	Iteration 49Q: 3 clusters Score -2943504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2943516.750000 Penalty: 3373.389404
	Iteration 50Q: 3 clusters Score -2943517 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2943534.750000 Penalty: 3373.389404
	Iteration 51Q: 3 clusters Score -2943535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2943549.500000 Penalty: 3373.389404
	Iteration 52Q: 3 clusters Score -2943550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2943556.500000 Penalty: 3373.389404
	Iteration 53Q: 3 clusters Score -2943556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2943577.250000 Penalty: 3373.389404
	Iteration 54Q: 3 clusters Score -2943577 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2943580.500000 Penalty: 3373.389404
	Iteration 55Q: 3 clusters Score -2943580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2943589.750000 Penalty: 3373.389404
	Iteration 56Q: 3 clusters Score -2943590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2943592.250000 Penalty: 3373.389404
	Iteration 57Q: 3 clusters Score -2943592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30896 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2943596.000000 Penalty: 3373.389404
	Iteration 58Q: 3 clusters Score -2943596 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2943601.750000 Penalty: 3373.389404
	Iteration 59Q: 3 clusters Score -2943602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2943607.000000 Penalty: 3373.389404
	Iteration 60F: 3 clusters Score -2943607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2943606.750000 Penalty: 3373.389404
	Iteration 61Q: 3 clusters Score -2943607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2943616.500000 Penalty: 3373.389404
	Iteration 62Q: 3 clusters Score -2943616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2943619.000000 Penalty: 3373.389404
	Iteration 63Q: 3 clusters Score -2943619 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2943625.250000 Penalty: 3373.389404
	Iteration 64Q: 3 clusters Score -2943625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2943637.500000 Penalty: 3373.389404
	Iteration 65Q: 3 clusters Score -2943638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2943642.250000 Penalty: 3373.389404
	Iteration 66Q: 3 clusters Score -2943642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2943647.500000 Penalty: 3373.389404
	Iteration 67Q: 3 clusters Score -2943648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2943651.250000 Penalty: 3373.389404
	Iteration 68Q: 3 clusters Score -2943651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2943652.750000 Penalty: 3373.389404
	Iteration 69Q: 3 clusters Score -2943653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2943657.250000 Penalty: 3373.389404
	Iteration 70Q: 3 clusters Score -2943657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2943663.500000 Penalty: 3373.389404
	Iteration 71Q: 3 clusters Score -2943664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2943667.250000 Penalty: 3373.389404
	Iteration 72Q: 3 clusters Score -2943667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2943666.500000 Penalty: 3373.389404
	Iteration 73Q: 3 clusters Score -2943666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2943671.500000 Penalty: 3373.389404
	Iteration 74Q: 3 clusters Score -2943672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2943674.750000 Penalty: 3373.389404
	Iteration 75Q: 3 clusters Score -2943675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2943673.750000 Penalty: 3373.389404
	Iteration 76Q: 3 clusters Score -2943674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31180 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2943677.750000 Penalty: 3373.389404
	Iteration 77Q: 3 clusters Score -2943678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2943676.500000 Penalty: 3373.389404
	Iteration 78Q: 3 clusters Score -2943676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2943679.500000 Penalty: 3373.389404
	Iteration 79Q: 3 clusters Score -2943680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2943677.750000 Penalty: 3373.389404
	Iteration 80F: 3 clusters Score -2943678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31214 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2943680.250000 Penalty: 3373.389404
	Iteration 81Q: 3 clusters Score -2943680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2943683.000000 Penalty: 3373.389404
	Iteration 82Q: 3 clusters Score -2943683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2943682.500000 Penalty: 3373.389404
	Iteration 83Q: 3 clusters Score -2943682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2943689.000000 Penalty: 3373.389404
	Iteration 84Q: 3 clusters Score -2943689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2943696.250000 Penalty: 3373.389404
	Iteration 85Q: 3 clusters Score -2943696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2943698.000000 Penalty: 3373.389404
	Iteration 86Q: 3 clusters Score -2943698 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2943707.250000 Penalty: 3373.389404
	Iteration 87Q: 3 clusters Score -2943707 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2943706.500000 Penalty: 3373.389404
	Iteration 88Q: 3 clusters Score -2943706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31300 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2943721.000000 Penalty: 3373.389404
	Iteration 89Q: 3 clusters Score -2943721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2943719.750000 Penalty: 3373.389404
	Iteration 90Q: 3 clusters Score -2943720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2943719.000000 Penalty: 3373.389404
	Iteration 91Q: 3 clusters Score -2943719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2943723.500000 Penalty: 3373.389404
	Iteration 92Q: 3 clusters Score -2943724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2943723.000000 Penalty: 3373.389404
	Iteration 93Q: 3 clusters Score -2943723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2943727.500000 Penalty: 3373.389404
	Iteration 94Q: 3 clusters Score -2943728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2943729.500000 Penalty: 3373.389404
	Iteration 95Q: 3 clusters Score -2943730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2943733.750000 Penalty: 3373.389404
	Iteration 96Q: 3 clusters Score -2943734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2943743.250000 Penalty: 3373.389404
	Iteration 97Q: 3 clusters Score -2943743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2943745.000000 Penalty: 3373.389404
	Iteration 98Q: 3 clusters Score -2943745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2943749.250000 Penalty: 3373.389404
	Iteration 99Q: 3 clusters Score -2943749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2943748.750000 Penalty: 3373.389404
	Iteration 100F: 3 clusters Score -2943749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2943750.750000 Penalty: 3373.389404
	Iteration 101Q: 3 clusters Score -2943751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2943752.750000 Penalty: 3373.389404
	Iteration 102Q: 3 clusters Score -2943753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2943751.250000 Penalty: 3373.389404
	Iteration 103Q: 3 clusters Score -2943751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2943752.750000 Penalty: 3373.389404
	Iteration 104Q: 3 clusters Score -2943753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2943753.000000 Penalty: 3373.389404
	Iteration 105Q: 3 clusters Score -2943753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2943756.500000 Penalty: 3373.389404
	Iteration 106Q: 3 clusters Score -2943756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2943756.500000 Penalty: 3373.389404
	Iteration 107F: 3 clusters Score -2943756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Entering Unmasked Estep 
Score: -1208630.250000 Penalty: 1538.863892
	Iteration 0F: 2 clusters Score -1208630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1199528.625000 Penalty: 3077.727783
	Iteration 0F: 3 clusters Score -1199529 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1202606.250000 Penalty: 3077.727783
	Iteration 1F: 3 clusters Score -1202606 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1202871.875000 Penalty: 3077.727783
	Iteration 2F: 3 clusters Score -1202872 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1203097.000000 Penalty: 3077.727783
	Iteration 3Q: 3 clusters Score -1203097 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1203326.000000 Penalty: 3077.727783
	Iteration 4Q: 3 clusters Score -1203326 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1203535.750000 Penalty: 3077.727783
	Iteration 5Q: 3 clusters Score -1203536 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1203802.125000 Penalty: 3077.727783
	Iteration 6Q: 3 clusters Score -1203802 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1204200.500000 Penalty: 3077.727783
	Iteration 7Q: 3 clusters Score -1204200 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1204743.625000 Penalty: 3077.727783
	Iteration 8F: 3 clusters Score -1204744 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1205272.875000 Penalty: 3077.727783
	Iteration 9F: 3 clusters Score -1205273 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1205768.375000 Penalty: 3077.727783
	Iteration 10F: 3 clusters Score -1205768 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1206144.500000 Penalty: 3077.727783
	Iteration 11Q: 3 clusters Score -1206144 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1206383.875000 Penalty: 3077.727783
	Iteration 12Q: 3 clusters Score -1206384 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1206530.625000 Penalty: 3077.727783
	Iteration 13Q: 3 clusters Score -1206531 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1206620.750000 Penalty: 3077.727783
	Iteration 14Q: 3 clusters Score -1206621 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1206666.250000 Penalty: 3077.727783
	Iteration 15Q: 3 clusters Score -1206666 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1206703.875000 Penalty: 3077.727783
	Iteration 16Q: 3 clusters Score -1206704 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1206737.500000 Penalty: 3077.727783
	Iteration 17Q: 3 clusters Score -1206738 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1206755.625000 Penalty: 3077.727783
	Iteration 18Q: 3 clusters Score -1206756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1206770.625000 Penalty: 3077.727783
	Iteration 19Q: 3 clusters Score -1206771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1206785.750000 Penalty: 3077.727783
	Iteration 20F: 3 clusters Score -1206786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1206798.250000 Penalty: 3077.727783
	Iteration 21Q: 3 clusters Score -1206798 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1206810.625000 Penalty: 3077.727783
	Iteration 22Q: 3 clusters Score -1206811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1206818.375000 Penalty: 3077.727783
	Iteration 23Q: 3 clusters Score -1206818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1206821.875000 Penalty: 3077.727783
	Iteration 24Q: 3 clusters Score -1206822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1206828.875000 Penalty: 3077.727783
	Iteration 25Q: 3 clusters Score -1206829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1206833.125000 Penalty: 3077.727783
	Iteration 26Q: 3 clusters Score -1206833 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1206838.250000 Penalty: 3077.727783
	Iteration 27Q: 3 clusters Score -1206838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1206841.750000 Penalty: 3077.727783
	Iteration 28Q: 3 clusters Score -1206842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1206845.625000 Penalty: 3077.727783
	Iteration 29Q: 3 clusters Score -1206846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1206846.000000 Penalty: 3077.727783
	Iteration 30Q: 3 clusters Score -1206846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1206850.250000 Penalty: 3077.727783
	Iteration 31Q: 3 clusters Score -1206850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1206851.250000 Penalty: 3077.727783
	Iteration 32Q: 3 clusters Score -1206851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1206852.375000 Penalty: 3077.727783
	Iteration 33Q: 3 clusters Score -1206852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1206852.750000 Penalty: 3077.727783
	Iteration 34Q: 3 clusters Score -1206853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1206853.125000 Penalty: 3077.727783
	Iteration 35Q: 3 clusters Score -1206853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -1206859.250000 Penalty: 3077.727783
	Iteration 36Q: 3 clusters Score -1206859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1206855.500000 Penalty: 3077.727783
	Iteration 37Q: 3 clusters Score -1206856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1206854.500000 Penalty: 3077.727783
	Iteration 38Q: 3 clusters Score -1206854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1206856.000000 Penalty: 3077.727783
	Iteration 39Q: 3 clusters Score -1206856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1206857.125000 Penalty: 3077.727783
	Iteration 40F: 3 clusters Score -1206857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1206855.375000 Penalty: 3077.727783
	Iteration 41Q: 3 clusters Score -1206855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1206855.250000 Penalty: 3077.727783
	Iteration 42Q: 3 clusters Score -1206855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1206858.375000 Penalty: 3077.727783
	Iteration 43Q: 3 clusters Score -1206858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1206857.250000 Penalty: 3077.727783
	Iteration 44Q: 3 clusters Score -1206857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1206857.000000 Penalty: 3077.727783
	Iteration 45Q: 3 clusters Score -1206857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1206861.125000 Penalty: 3077.727783
	Iteration 46Q: 3 clusters Score -1206861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1206858.125000 Penalty: 3077.727783
	Iteration 47Q: 3 clusters Score -1206858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1206860.625000 Penalty: 3077.727783
	Iteration 48Q: 3 clusters Score -1206861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1206861.125000 Penalty: 3077.727783
	Iteration 49Q: 3 clusters Score -1206861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1206863.500000 Penalty: 3077.727783
	Iteration 50Q: 3 clusters Score -1206864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1206861.250000 Penalty: 3077.727783
	Iteration 51Q: 3 clusters Score -1206861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1206864.000000 Penalty: 3077.727783
	Iteration 52Q: 3 clusters Score -1206864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1206861.625000 Penalty: 3077.727783
	Iteration 53Q: 3 clusters Score -1206862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1206862.125000 Penalty: 3077.727783
	Iteration 54Q: 3 clusters Score -1206862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1206868.250000 Penalty: 3077.727783
	Iteration 55Q: 3 clusters Score -1206868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1206867.250000 Penalty: 3077.727783
	Iteration 56Q: 3 clusters Score -1206867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1206867.875000 Penalty: 3077.727783
	Iteration 57Q: 3 clusters Score -1206868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1206871.625000 Penalty: 3077.727783
	Iteration 58Q: 3 clusters Score -1206872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1206873.250000 Penalty: 3077.727783
	Iteration 59Q: 3 clusters Score -1206873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1206873.125000 Penalty: 3077.727783
	Iteration 60F: 3 clusters Score -1206873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1206874.375000 Penalty: 3077.727783
	Iteration 61Q: 3 clusters Score -1206874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1206876.500000 Penalty: 3077.727783
	Iteration 62Q: 3 clusters Score -1206876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1206877.875000 Penalty: 3077.727783
	Iteration 63Q: 3 clusters Score -1206878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1206877.375000 Penalty: 3077.727783
	Iteration 64Q: 3 clusters Score -1206877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1206879.750000 Penalty: 3077.727783
	Iteration 65Q: 3 clusters Score -1206880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1206880.750000 Penalty: 3077.727783
	Iteration 66Q: 3 clusters Score -1206881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1206883.250000 Penalty: 3077.727783
	Iteration 67Q: 3 clusters Score -1206883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1206885.125000 Penalty: 3077.727783
	Iteration 68Q: 3 clusters Score -1206885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1206887.125000 Penalty: 3077.727783
	Iteration 69Q: 3 clusters Score -1206887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1206890.125000 Penalty: 3077.727783
	Iteration 70Q: 3 clusters Score -1206890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1206889.625000 Penalty: 3077.727783
	Iteration 71Q: 3 clusters Score -1206890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1206891.875000 Penalty: 3077.727783
	Iteration 72Q: 3 clusters Score -1206892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1206893.625000 Penalty: 3077.727783
	Iteration 73Q: 3 clusters Score -1206894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1206889.125000 Penalty: 3077.727783
	Iteration 74Q: 3 clusters Score -1206889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1206889.750000 Penalty: 3077.727783
	Iteration 75Q: 3 clusters Score -1206890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1206891.625000 Penalty: 3077.727783
	Iteration 76Q: 3 clusters Score -1206892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1206893.000000 Penalty: 3077.727783
	Iteration 77Q: 3 clusters Score -1206893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1206890.500000 Penalty: 3077.727783
	Iteration 78Q: 3 clusters Score -1206890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1206892.875000 Penalty: 3077.727783
	Iteration 79Q: 3 clusters Score -1206893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1206892.000000 Penalty: 3077.727783
	Iteration 80F: 3 clusters Score -1206892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1206892.625000 Penalty: 3077.727783
	Iteration 81Q: 3 clusters Score -1206893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1206892.000000 Penalty: 3077.727783
	Iteration 82Q: 3 clusters Score -1206892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1206897.375000 Penalty: 3077.727783
	Iteration 83Q: 3 clusters Score -1206897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1206896.000000 Penalty: 3077.727783
	Iteration 84Q: 3 clusters Score -1206896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1206898.250000 Penalty: 3077.727783
	Iteration 85Q: 3 clusters Score -1206898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1206898.000000 Penalty: 3077.727783
	Iteration 86Q: 3 clusters Score -1206898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1206899.625000 Penalty: 3077.727783
	Iteration 87Q: 3 clusters Score -1206900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1206898.750000 Penalty: 3077.727783
	Iteration 88Q: 3 clusters Score -1206899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1206898.750000 Penalty: 3077.727783
	Iteration 89Q: 3 clusters Score -1206899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1206899.750000 Penalty: 3077.727783
	Iteration 90Q: 3 clusters Score -1206900 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1206900 nChanged 10
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Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6532 members 
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	Iteration 92Q: 3 clusters Score -1206902 nChanged 14
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Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1206901 nChanged 15
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Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1206903 nChanged 12
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Mstep: Class 1 contains 6465 members 
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	Iteration 95Q: 3 clusters Score -1206904 nChanged 13
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Mstep: Class 1 contains 6478 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1206907 nChanged 15
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Mstep: Class 1 contains 6493 members 
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Entering Unmasked Estep 
Score: -1206909.250000 Penalty: 3077.727783
	Iteration 97Q: 3 clusters Score -1206909 nChanged 13
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Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1206910 nChanged 16
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Mstep: Class 1 contains 6520 members 
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	Iteration 99Q: 3 clusters Score -1206910 nChanged 11
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Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1206911.750000 Penalty: 3077.727783
	Iteration 100F: 3 clusters Score -1206912 nChanged 7
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Mstep: Class 1 contains 6536 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1206913 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1206915 nChanged 7
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Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1206909 nChanged 8
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Mstep: Class 1 contains 6556 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1206912 nChanged 7
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1206914 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1206913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1206915 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1206916.625000 Penalty: 3077.727783
	Iteration 108Q: 3 clusters Score -1206917 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1206914 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1206915 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1206915 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1206914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1206913 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1206917 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1206916 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1206918 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1206921 nChanged 3
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Mstep: Class 1 contains 6605 members 
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Entering Unmasked Estep 
Score: -1206922.000000 Penalty: 3077.727783
	Iteration 118Q: 3 clusters Score -1206922 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1206922 nChanged 8
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Mstep: Class 1 contains 6620 members 
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Score: -1206921.125000 Penalty: 3077.727783
	Iteration 120F: 3 clusters Score -1206921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1206921 nChanged 6
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Mstep: Class 1 contains 6629 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1206921 nChanged 7
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Mstep: Class 1 contains 6636 members 
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	Iteration 123Q: 3 clusters Score -1206922 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1206921 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
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	Iteration 125Q: 3 clusters Score -1206922 nChanged 3
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Mstep: Class 1 contains 6653 members 
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	Iteration 126Q: 3 clusters Score -1206920 nChanged 2
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Mstep: Class 1 contains 6655 members 
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	Iteration 127Q: 3 clusters Score -1206921 nChanged 2
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Mstep: Class 1 contains 6657 members 
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	Iteration 128Q: 3 clusters Score -1206924 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1206924 nChanged 3
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Mstep: Class 1 contains 6663 members 
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	Iteration 130Q: 3 clusters Score -1206924 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1206926 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1206927 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1206924 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
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	Iteration 134Q: 3 clusters Score -1206926 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1206928 nChanged 6
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Mstep: Class 1 contains 6687 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1206927 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1206925 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1206925 nChanged 6
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Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1206928 nChanged 3
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Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1206927 nChanged 6
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Mstep: Class 1 contains 6705 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1206929 nChanged 3
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1206928 nChanged 5
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Mstep: Class 1 contains 6713 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1206929 nChanged 3
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Mstep: Class 1 contains 6716 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1206931 nChanged 2
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Mstep: Class 1 contains 6718 members 
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	Iteration 145Q: 3 clusters Score -1206932 nChanged 3
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Mstep: Class 1 contains 6721 members 
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	Iteration 146Q: 3 clusters Score -1206932 nChanged 4
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Mstep: Class 1 contains 6723 members 
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	Iteration 147Q: 3 clusters Score -1206932 nChanged 3
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Mstep: Class 1 contains 6726 members 
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1206934 nChanged 6
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	Iteration 149Q: 3 clusters Score -1206931 nChanged 7
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Mstep: Class 1 contains 6739 members 
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	Iteration 150Q: 3 clusters Score -1206934 nChanged 8
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Mstep: Class 1 contains 6745 members 
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	Iteration 151Q: 3 clusters Score -1206933 nChanged 13
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Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1206934 nChanged 9
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Mstep: Class 1 contains 6767 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1206932 nChanged 8
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Mstep: Class 1 contains 6775 members 
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	Iteration 154Q: 3 clusters Score -1206935 nChanged 9
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Mstep: Class 1 contains 6784 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1206936 nChanged 7
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Mstep: Class 1 contains 6791 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1206936 nChanged 6
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Mstep: Class 1 contains 6797 members 
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Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1206936 nChanged 13
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Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1206936 nChanged 12
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1206938 nChanged 10
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Mstep: Class 1 contains 6830 members 
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	Iteration 160F: 3 clusters Score -1206938 nChanged 13
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Mstep: Class 1 contains 6841 members 
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	Iteration 161Q: 3 clusters Score -1206938 nChanged 12
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	Iteration 162Q: 3 clusters Score -1206940 nChanged 15
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	Iteration 163Q: 3 clusters Score -1206944 nChanged 16
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	Iteration 164Q: 3 clusters Score -1206946 nChanged 13
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	Iteration 165Q: 3 clusters Score -1206949 nChanged 15
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	Iteration 166Q: 3 clusters Score -1206949 nChanged 19
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	Iteration 167Q: 3 clusters Score -1206953 nChanged 28
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	Iteration 168Q: 3 clusters Score -1206956 nChanged 19
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	Iteration 169Q: 3 clusters Score -1206961 nChanged 26
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	Iteration 170Q: 3 clusters Score -1206963 nChanged 24
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	Iteration 171Q: 3 clusters Score -1206967 nChanged 31
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	Iteration 172Q: 3 clusters Score -1206969 nChanged 39
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	Iteration 173Q: 3 clusters Score -1206973 nChanged 31
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	Iteration 174Q: 3 clusters Score -1206977 nChanged 23
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	Iteration 175Q: 3 clusters Score -1206981 nChanged 29
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	Iteration 176Q: 3 clusters Score -1206991 nChanged 42
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	Iteration 177Q: 3 clusters Score -1206996 nChanged 41
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	Iteration 178Q: 3 clusters Score -1207001 nChanged 42
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	Iteration 179Q: 3 clusters Score -1207005 nChanged 54
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	Iteration 180F: 3 clusters Score -1207016 nChanged 46
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	Iteration 181Q: 3 clusters Score -1207027 nChanged 52
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	Iteration 182Q: 3 clusters Score -1207036 nChanged 47
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	Iteration 183Q: 3 clusters Score -1207041 nChanged 54
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	Iteration 184Q: 3 clusters Score -1207056 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7592 members 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1207062 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1207073 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1207088 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1207092 nChanged 49
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Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1207102 nChanged 55
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Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1207113 nChanged 44
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Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1207122 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -1207124 nChanged 36
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Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1207127 nChanged 36
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Mstep: Class 1 contains 8023 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1207133 nChanged 31
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Mstep: Class 1 contains 8054 members 
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	Iteration 195Q: 3 clusters Score -1207139 nChanged 29
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1207141 nChanged 24
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Mstep: Class 1 contains 8107 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1207144 nChanged 15
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Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1207147 nChanged 10
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Mstep: Class 1 contains 8130 members 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1207147 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1207146 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8156 members 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1207148 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1207153 nChanged 13
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Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1207153 nChanged 12
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Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1207154 nChanged 12
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Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -1207155 nChanged 10
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Mstep: Class 1 contains 8218 members 
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	Iteration 206Q: 3 clusters Score -1207156 nChanged 12
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Mstep: Class 1 contains 8230 members 
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	Iteration 207Q: 3 clusters Score -1207157 nChanged 17
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Mstep: Class 1 contains 8247 members 
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -1207155 nChanged 31
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -1207164 nChanged 22
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Mstep: Class 1 contains 8300 members 
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	Iteration 210Q: 3 clusters Score -1207166 nChanged 26
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Mstep: Class 1 contains 8326 members 
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	Iteration 211Q: 3 clusters Score -1207166 nChanged 24
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	Iteration 212Q: 3 clusters Score -1207170 nChanged 26
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Mstep: Class 1 contains 8376 members 
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	Iteration 213Q: 3 clusters Score -1207172 nChanged 28
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	Iteration 214Q: 3 clusters Score -1207176 nChanged 36
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Mstep: Class 1 contains 8440 members 
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	Iteration 215Q: 3 clusters Score -1207180 nChanged 26
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	Iteration 216Q: 3 clusters Score -1207183 nChanged 13
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Mstep: Class 1 contains 8479 members 
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	Iteration 217Q: 3 clusters Score -1207184 nChanged 11
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Mstep: Class 1 contains 8490 members 
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	Iteration 218Q: 3 clusters Score -1207186 nChanged 13
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	Iteration 219Q: 3 clusters Score -1207189 nChanged 25
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	Iteration 220F: 3 clusters Score -1207191 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8553 members 
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	Iteration 221Q: 3 clusters Score -1207194 nChanged 28
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Mstep: Class 1 contains 8581 members 
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	Iteration 222Q: 3 clusters Score -1207199 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8615 members 
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	Iteration 223Q: 3 clusters Score -1207202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
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	Iteration 224Q: 3 clusters Score -1207207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
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	Iteration 225Q: 3 clusters Score -1207215 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
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Entering Unmasked Estep 
Score: -1207221.250000 Penalty: 3077.727783
	Iteration 226Q: 3 clusters Score -1207221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
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Entering Unmasked Estep 
Score: -1207231.625000 Penalty: 3077.727783
	Iteration 227Q: 3 clusters Score -1207232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
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Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -1207240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4112 members 
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	Iteration 229Q: 3 clusters Score -1207248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4070 members 
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	Iteration 230Q: 3 clusters Score -1207256 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1207268 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1207282 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9083 members 
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	Iteration 233Q: 3 clusters Score -1207300 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9156 members 
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	Iteration 234Q: 3 clusters Score -1207314 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9224 members 
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	Iteration 235Q: 3 clusters Score -1207334 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9286 members 
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	Iteration 236Q: 3 clusters Score -1207343 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9345 members 
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	Iteration 237Q: 3 clusters Score -1207357 nChanged 69
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Mstep: Class 1 contains 9414 members 
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	Iteration 238Q: 3 clusters Score -1207369 nChanged 61
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Mstep: Class 1 contains 9473 members 
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	Iteration 239Q: 3 clusters Score -1207381 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9529 members 
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Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -1207396 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9592 members 
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	Iteration 241Q: 3 clusters Score -1207419 nChanged 78
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Mstep: Class 1 contains 9670 members 
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	Iteration 242Q: 3 clusters Score -1207441 nChanged 67
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Mstep: Class 1 contains 9737 members 
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	Iteration 243Q: 3 clusters Score -1207462 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1207482 nChanged 82
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Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 3073 members 
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	Iteration 245Q: 3 clusters Score -1207504 nChanged 85
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Mstep: Class 1 contains 9972 members 
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	Iteration 246Q: 3 clusters Score -1207534 nChanged 81
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Mstep: Class 1 contains 10049 members 
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	Iteration 247Q: 3 clusters Score -1207557 nChanged 74
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Mstep: Class 1 contains 10121 members 
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Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1207581 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 2775 members 
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	Iteration 249Q: 3 clusters Score -1207603 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10266 members 
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Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1207628 nChanged 73
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Mstep: Class 1 contains 10331 members 
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Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1207646 nChanged 61
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Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -1207660 nChanged 52
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Mstep: Class 1 contains 10440 members 
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Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1207678 nChanged 59
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Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -1207695 nChanged 49
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	Iteration 255Q: 3 clusters Score -1207707 nChanged 53
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	Iteration 256Q: 3 clusters Score -1207722 nChanged 55
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	Iteration 257Q: 3 clusters Score -1207739 nChanged 58
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Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1207755.125000 Penalty: 3077.727783
	Iteration 258Q: 3 clusters Score -1207755 nChanged 56
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Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -1207780 nChanged 52
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Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -1207793 nChanged 49
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Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1207814.000000 Penalty: 3077.727783
	Iteration 261Q: 3 clusters Score -1207814 nChanged 48
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Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -1207831 nChanged 50
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Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -1207851 nChanged 42
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	Iteration 264Q: 3 clusters Score -1207870 nChanged 41
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	Iteration 265Q: 3 clusters Score -1207891 nChanged 48
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	Iteration 266Q: 3 clusters Score -1207908 nChanged 52
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Mstep: Class 1 contains 11120 members 
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Entering Unmasked Estep 
Score: -1207937.000000 Penalty: 3077.727783
	Iteration 267Q: 3 clusters Score -1207937 nChanged 54
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	Iteration 268Q: 3 clusters Score -1207968 nChanged 52
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Mstep: Class 1 contains 11214 members 
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	Iteration 269Q: 3 clusters Score -1207998 nChanged 58
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Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -1208034 nChanged 57
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Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -1208070 nChanged 52
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	Iteration 272Q: 3 clusters Score -1208090 nChanged 37
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -1208109 nChanged 36
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Mstep: Class 1 contains 11394 members 
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Entering Unmasked Estep 
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	Iteration 274Q: 3 clusters Score -1208120 nChanged 35
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -1208136 nChanged 36
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Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -1208151 nChanged 28
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Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1208161.500000 Penalty: 3077.727783
	Iteration 277Q: 3 clusters Score -1208162 nChanged 27
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Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -1208173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1208175.125000 Penalty: 3077.727783
	Iteration 279Q: 3 clusters Score -1208175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1208177.625000 Penalty: 3077.727783
	Iteration 280F: 3 clusters Score -1208178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1208182.375000 Penalty: 3077.727783
	Iteration 281Q: 3 clusters Score -1208182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1208183.750000 Penalty: 3077.727783
	Iteration 282Q: 3 clusters Score -1208184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1208183.750000 Penalty: 3077.727783
	Iteration 283Q: 3 clusters Score -1208184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1208185.000000 Penalty: 3077.727783
	Iteration 284Q: 3 clusters Score -1208185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1208185.375000 Penalty: 3077.727783
	Iteration 285Q: 3 clusters Score -1208185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1208188.125000 Penalty: 3077.727783
	Iteration 286Q: 3 clusters Score -1208188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1208191.125000 Penalty: 3077.727783
	Iteration 287Q: 3 clusters Score -1208191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1208190.125000 Penalty: 3077.727783
	Iteration 288Q: 3 clusters Score -1208190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1208190.750000 Penalty: 3077.727783
	Iteration 289Q: 3 clusters Score -1208191 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1208196.750000 Penalty: 3077.727783
	Iteration 290Q: 3 clusters Score -1208197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1208209.750000 Penalty: 3077.727783
	Iteration 291Q: 3 clusters Score -1208210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1208222.625000 Penalty: 3077.727783
	Iteration 292Q: 3 clusters Score -1208223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1208230.500000 Penalty: 3077.727783
	Iteration 293Q: 3 clusters Score -1208230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1208230.750000 Penalty: 3077.727783
	Iteration 294Q: 3 clusters Score -1208231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1208231.625000 Penalty: 3077.727783
	Iteration 295Q: 3 clusters Score -1208232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1208238.375000 Penalty: 3077.727783
	Iteration 296Q: 3 clusters Score -1208238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1208240.625000 Penalty: 3077.727783
	Iteration 297Q: 3 clusters Score -1208241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1208241.250000 Penalty: 3077.727783
	Iteration 298Q: 3 clusters Score -1208241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1208241.875000 Penalty: 3077.727783
	Iteration 299Q: 3 clusters Score -1208242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1208241.875000 Penalty: 3077.727783
	Iteration 300F: 3 clusters Score -1208242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Entering Unmasked Estep 
Score: -920045.187500 Penalty: 1503.537354
	Iteration 0F: 2 clusters Score -920045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -912595.187500 Penalty: 3007.074707
	Iteration 0F: 3 clusters Score -912595.2 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -915186.125000 Penalty: 3007.074707
	Iteration 1F: 3 clusters Score -915186.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -915630.500000 Penalty: 3007.074707
	Iteration 2F: 3 clusters Score -915630.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -916012.812500 Penalty: 3007.074707
	Iteration 3F: 3 clusters Score -916012.8 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -916386.000000 Penalty: 3007.074707
	Iteration 4F: 3 clusters Score -916386 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -916698.562500 Penalty: 3007.074707
	Iteration 5F: 3 clusters Score -916698.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -916990.187500 Penalty: 3007.074707
	Iteration 6Q: 3 clusters Score -916990.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -917258.562500 Penalty: 3007.074707
	Iteration 7Q: 3 clusters Score -917258.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -917554.812500 Penalty: 3007.074707
	Iteration 8Q: 3 clusters Score -917554.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -917848.312500 Penalty: 3007.074707
	Iteration 9Q: 3 clusters Score -917848.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -918094.312500 Penalty: 3007.074707
	Iteration 10Q: 3 clusters Score -918094.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -918289.812500 Penalty: 3007.074707
	Iteration 11Q: 3 clusters Score -918289.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -918411.687500 Penalty: 3007.074707
	Iteration 12Q: 3 clusters Score -918411.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -918470.437500 Penalty: 3007.074707
	Iteration 13Q: 3 clusters Score -918470.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -918499.062500 Penalty: 3007.074707
	Iteration 14Q: 3 clusters Score -918499.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -918518.312500 Penalty: 3007.074707
	Iteration 15Q: 3 clusters Score -918518.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -918526.062500 Penalty: 3007.074707
	Iteration 16Q: 3 clusters Score -918526.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -918539.500000 Penalty: 3007.074707
	Iteration 17Q: 3 clusters Score -918539.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -918557.625000 Penalty: 3007.074707
	Iteration 18Q: 3 clusters Score -918557.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -918571.062500 Penalty: 3007.074707
	Iteration 19Q: 3 clusters Score -918571.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -918583.687500 Penalty: 3007.074707
	Iteration 20F: 3 clusters Score -918583.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -918594.750000 Penalty: 3007.074707
	Iteration 21Q: 3 clusters Score -918594.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -918609.375000 Penalty: 3007.074707
	Iteration 22Q: 3 clusters Score -918609.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -918622.312500 Penalty: 3007.074707
	Iteration 23Q: 3 clusters Score -918622.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -918635.812500 Penalty: 3007.074707
	Iteration 24Q: 3 clusters Score -918635.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -918642.625000 Penalty: 3007.074707
	Iteration 25Q: 3 clusters Score -918642.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -918647.937500 Penalty: 3007.074707
	Iteration 26Q: 3 clusters Score -918647.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -918659.062500 Penalty: 3007.074707
	Iteration 27Q: 3 clusters Score -918659.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -918667.875000 Penalty: 3007.074707
	Iteration 28Q: 3 clusters Score -918667.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -918670.437500 Penalty: 3007.074707
	Iteration 29Q: 3 clusters Score -918670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -918677.375000 Penalty: 3007.074707
	Iteration 30Q: 3 clusters Score -918677.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -918680.812500 Penalty: 3007.074707
	Iteration 31Q: 3 clusters Score -918680.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -918686.250000 Penalty: 3007.074707
	Iteration 32Q: 3 clusters Score -918686.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -918689.375000 Penalty: 3007.074707
	Iteration 33Q: 3 clusters Score -918689.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -918690.500000 Penalty: 3007.074707
	Iteration 34Q: 3 clusters Score -918690.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -918693.000000 Penalty: 3007.074707
	Iteration 35Q: 3 clusters Score -918693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -918696.062500 Penalty: 3007.074707
	Iteration 36Q: 3 clusters Score -918696.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -918700.125000 Penalty: 3007.074707
	Iteration 37Q: 3 clusters Score -918700.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -918701.625000 Penalty: 3007.074707
	Iteration 38Q: 3 clusters Score -918701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -918701.437500 Penalty: 3007.074707
	Iteration 39Q: 3 clusters Score -918701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -918704.750000 Penalty: 3007.074707
	Iteration 40F: 3 clusters Score -918704.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -918703.062500 Penalty: 3007.074707
	Iteration 41Q: 3 clusters Score -918703.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -918706.687500 Penalty: 3007.074707
	Iteration 42Q: 3 clusters Score -918706.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -918711.750000 Penalty: 3007.074707
	Iteration 43Q: 3 clusters Score -918711.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -918715.937500 Penalty: 3007.074707
	Iteration 44Q: 3 clusters Score -918715.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -918715.937500 Penalty: 3007.074707
	Iteration 45Q: 3 clusters Score -918715.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -918719.062500 Penalty: 3007.074707
	Iteration 46Q: 3 clusters Score -918719.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -918716.625000 Penalty: 3007.074707
	Iteration 47Q: 3 clusters Score -918716.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -918716.750000 Penalty: 3007.074707
	Iteration 48Q: 3 clusters Score -918716.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -918718.500000 Penalty: 3007.074707
	Iteration 49Q: 3 clusters Score -918718.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -918720.875000 Penalty: 3007.074707
	Iteration 50Q: 3 clusters Score -918720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -918723.062500 Penalty: 3007.074707
	Iteration 51Q: 3 clusters Score -918723.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -918728.562500 Penalty: 3007.074707
	Iteration 52Q: 3 clusters Score -918728.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -918737.187500 Penalty: 3007.074707
	Iteration 53Q: 3 clusters Score -918737.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -918742.250000 Penalty: 3007.074707
	Iteration 54Q: 3 clusters Score -918742.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -918748.875000 Penalty: 3007.074707
	Iteration 55Q: 3 clusters Score -918748.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -918756.062500 Penalty: 3007.074707
	Iteration 56Q: 3 clusters Score -918756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -918763.000000 Penalty: 3007.074707
	Iteration 57Q: 3 clusters Score -918763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -918768.437500 Penalty: 3007.074707
	Iteration 58Q: 3 clusters Score -918768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -918777.187500 Penalty: 3007.074707
	Iteration 59Q: 3 clusters Score -918777.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -918783.187500 Penalty: 3007.074707
	Iteration 60F: 3 clusters Score -918783.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -918789.875000 Penalty: 3007.074707
	Iteration 61Q: 3 clusters Score -918789.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -918800.812500 Penalty: 3007.074707
	Iteration 62Q: 3 clusters Score -918800.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -918810.875000 Penalty: 3007.074707
	Iteration 63Q: 3 clusters Score -918810.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -918819.375000 Penalty: 3007.074707
	Iteration 64Q: 3 clusters Score -918819.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -918831.500000 Penalty: 3007.074707
	Iteration 65Q: 3 clusters Score -918831.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -918837.375000 Penalty: 3007.074707
	Iteration 66Q: 3 clusters Score -918837.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -918843.000000 Penalty: 3007.074707
	Iteration 67Q: 3 clusters Score -918843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -918847.437500 Penalty: 3007.074707
	Iteration 68Q: 3 clusters Score -918847.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -918854.125000 Penalty: 3007.074707
	Iteration 69Q: 3 clusters Score -918854.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -918856.500000 Penalty: 3007.074707
	Iteration 70Q: 3 clusters Score -918856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -918859.062500 Penalty: 3007.074707
	Iteration 71Q: 3 clusters Score -918859.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -918864.250000 Penalty: 3007.074707
	Iteration 72Q: 3 clusters Score -918864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -918878.875000 Penalty: 3007.074707
	Iteration 73Q: 3 clusters Score -918878.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -918889.000000 Penalty: 3007.074707
	Iteration 74Q: 3 clusters Score -918889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -918897.687500 Penalty: 3007.074707
	Iteration 75Q: 3 clusters Score -918897.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -918910.000000 Penalty: 3007.074707
	Iteration 76Q: 3 clusters Score -918910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -918933.562500 Penalty: 3007.074707
	Iteration 77Q: 3 clusters Score -918933.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -918970.687500 Penalty: 3007.074707
	Iteration 78Q: 3 clusters Score -918970.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -919015.687500 Penalty: 3007.074707
	Iteration 79Q: 3 clusters Score -919015.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -919050.500000 Penalty: 3007.074707
	Iteration 80F: 3 clusters Score -919050.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -919085.687500 Penalty: 3007.074707
	Iteration 81Q: 3 clusters Score -919085.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -919132.125000 Penalty: 3007.074707
	Iteration 82Q: 3 clusters Score -919132.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -919149.625000 Penalty: 3007.074707
	Iteration 83Q: 3 clusters Score -919149.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -919157.312500 Penalty: 3007.074707
	Iteration 84Q: 3 clusters Score -919157.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -919162.437500 Penalty: 3007.074707
	Iteration 85Q: 3 clusters Score -919162.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -919166.875000 Penalty: 3007.074707
	Iteration 86Q: 3 clusters Score -919166.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -919169.187500 Penalty: 3007.074707
	Iteration 87Q: 3 clusters Score -919169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -919171.250000 Penalty: 3007.074707
	Iteration 88Q: 3 clusters Score -919171.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -919171.250000 Penalty: 3007.074707
	Iteration 89F: 3 clusters Score -919171.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Entering Unmasked Estep 
Score: -452687.000000 Penalty: 1380.595093
	Iteration 0F: 2 clusters Score -452687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -448778.312500 Penalty: 2761.190186
	Iteration 0F: 3 clusters Score -448778.3 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -449818.062500 Penalty: 2761.190186
	Iteration 1F: 3 clusters Score -449818.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -449987.031250 Penalty: 2761.190186
	Iteration 2F: 3 clusters Score -449987 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -450124.437500 Penalty: 2761.190186
	Iteration 3F: 3 clusters Score -450124.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -450237.593750 Penalty: 2761.190186
	Iteration 4Q: 3 clusters Score -450237.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -450332.593750 Penalty: 2761.190186
	Iteration 5Q: 3 clusters Score -450332.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -450419.093750 Penalty: 2761.190186
	Iteration 6Q: 3 clusters Score -450419.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -450510.062500 Penalty: 2761.190186
	Iteration 7Q: 3 clusters Score -450510.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -450610.906250 Penalty: 2761.190186
	Iteration 8Q: 3 clusters Score -450610.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -450724.031250 Penalty: 2761.190186
	Iteration 9Q: 3 clusters Score -450724 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -450852.281250 Penalty: 2761.190186
	Iteration 10Q: 3 clusters Score -450852.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -450975.281250 Penalty: 2761.190186
	Iteration 11Q: 3 clusters Score -450975.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -451083.687500 Penalty: 2761.190186
	Iteration 12Q: 3 clusters Score -451083.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -451185.406250 Penalty: 2761.190186
	Iteration 13Q: 3 clusters Score -451185.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -451274.625000 Penalty: 2761.190186
	Iteration 14Q: 3 clusters Score -451274.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -451347.750000 Penalty: 2761.190186
	Iteration 15Q: 3 clusters Score -451347.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -451386.343750 Penalty: 2761.190186
	Iteration 16Q: 3 clusters Score -451386.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -451429.906250 Penalty: 2761.190186
	Iteration 17Q: 3 clusters Score -451429.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -451449.093750 Penalty: 2761.190186
	Iteration 18Q: 3 clusters Score -451449.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -451471.125000 Penalty: 2761.190186
	Iteration 19Q: 3 clusters Score -451471.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -451486.718750 Penalty: 2761.190186
	Iteration 20F: 3 clusters Score -451486.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -451501.781250 Penalty: 2761.190186
	Iteration 21Q: 3 clusters Score -451501.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -451510.187500 Penalty: 2761.190186
	Iteration 22Q: 3 clusters Score -451510.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -451514.125000 Penalty: 2761.190186
	Iteration 23Q: 3 clusters Score -451514.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -451517.125000 Penalty: 2761.190186
	Iteration 24Q: 3 clusters Score -451517.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -451520.031250 Penalty: 2761.190186
	Iteration 25Q: 3 clusters Score -451520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -451522.937500 Penalty: 2761.190186
	Iteration 26Q: 3 clusters Score -451522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -451526.000000 Penalty: 2761.190186
	Iteration 27Q: 3 clusters Score -451526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -451530.937500 Penalty: 2761.190186
	Iteration 28Q: 3 clusters Score -451530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -451536.125000 Penalty: 2761.190186
	Iteration 29Q: 3 clusters Score -451536.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -451537.093750 Penalty: 2761.190186
	Iteration 30Q: 3 clusters Score -451537.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -451537.750000 Penalty: 2761.190186
	Iteration 31Q: 3 clusters Score -451537.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -451538.906250 Penalty: 2761.190186
	Iteration 32Q: 3 clusters Score -451538.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -451538.906250 Penalty: 2761.190186
	Iteration 33F: 3 clusters Score -451538.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Entering Unmasked Estep 
Score: -1565046.125000 Penalty: 1584.628418
	Iteration 0F: 2 clusters Score -1565046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1553228.250000 Penalty: 3169.256836
	Iteration 0F: 3 clusters Score -1553228 nChanged 7699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1557446.125000 Penalty: 3169.256836
	Iteration 1F: 3 clusters Score -1557446 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1557730.000000 Penalty: 3169.256836
	Iteration 2Q: 3 clusters Score -1557730 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1557952.875000 Penalty: 3169.256836
	Iteration 3Q: 3 clusters Score -1557953 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1558157.500000 Penalty: 3169.256836
	Iteration 4Q: 3 clusters Score -1558158 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1558377.500000 Penalty: 3169.256836
	Iteration 5Q: 3 clusters Score -1558378 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1558593.125000 Penalty: 3169.256836
	Iteration 6Q: 3 clusters Score -1558593 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1558791.375000 Penalty: 3169.256836
	Iteration 7Q: 3 clusters Score -1558791 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1559025.375000 Penalty: 3169.256836
	Iteration 8Q: 3 clusters Score -1559025 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1559360.500000 Penalty: 3169.256836
	Iteration 9Q: 3 clusters Score -1559360 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1559814.500000 Penalty: 3169.256836
	Iteration 10Q: 3 clusters Score -1559814 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1560332.875000 Penalty: 3169.256836
	Iteration 11Q: 3 clusters Score -1560333 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1560931.125000 Penalty: 3169.256836
	Iteration 12F: 3 clusters Score -1560931 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1561649.000000 Penalty: 3169.256836
	Iteration 13F: 3 clusters Score -1561649 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1562361.500000 Penalty: 3169.256836
	Iteration 14Q: 3 clusters Score -1562362 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1562944.125000 Penalty: 3169.256836
	Iteration 15Q: 3 clusters Score -1562944 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -1563253.875000 Penalty: 3169.256836
	Iteration 16Q: 3 clusters Score -1563254 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -1563429.250000 Penalty: 3169.256836
	Iteration 17Q: 3 clusters Score -1563429 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -1563518.625000 Penalty: 3169.256836
	Iteration 18Q: 3 clusters Score -1563519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1563583.000000 Penalty: 3169.256836
	Iteration 19Q: 3 clusters Score -1563583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -1563607.750000 Penalty: 3169.256836
	Iteration 20F: 3 clusters Score -1563608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1563621.625000 Penalty: 3169.256836
	Iteration 21Q: 3 clusters Score -1563622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1563624.625000 Penalty: 3169.256836
	Iteration 22Q: 3 clusters Score -1563625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1563629.750000 Penalty: 3169.256836
	Iteration 23Q: 3 clusters Score -1563630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1563637.125000 Penalty: 3169.256836
	Iteration 24Q: 3 clusters Score -1563637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1563642.375000 Penalty: 3169.256836
	Iteration 25Q: 3 clusters Score -1563642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1563647.750000 Penalty: 3169.256836
	Iteration 26Q: 3 clusters Score -1563648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1563648.875000 Penalty: 3169.256836
	Iteration 27Q: 3 clusters Score -1563649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -1563648.875000 Penalty: 3169.256836
	Iteration 28F: 3 clusters Score -1563649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Entering Unmasked Estep 
Score: -1692685.250000 Penalty: 1594.659546
	Iteration 0F: 2 clusters Score -1692685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1680126.750000 Penalty: 3189.319092
	Iteration 0F: 3 clusters Score -1680127 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1684727.250000 Penalty: 3189.319092
	Iteration 1F: 3 clusters Score -1684727 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1685166.625000 Penalty: 3189.319092
	Iteration 2F: 3 clusters Score -1685167 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1685695.500000 Penalty: 3189.319092
	Iteration 3F: 3 clusters Score -1685696 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1686355.250000 Penalty: 3189.319092
	Iteration 4F: 3 clusters Score -1686355 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1687241.125000 Penalty: 3189.319092
	Iteration 5F: 3 clusters Score -1687241 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -1688255.500000 Penalty: 3189.319092
	Iteration 6F: 3 clusters Score -1688256 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1689269.750000 Penalty: 3189.319092
	Iteration 7F: 3 clusters Score -1689270 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1690124.375000 Penalty: 3189.319092
	Iteration 8F: 3 clusters Score -1690124 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1690684.875000 Penalty: 3189.319092
	Iteration 9Q: 3 clusters Score -1690685 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1690983.000000 Penalty: 3189.319092
	Iteration 10Q: 3 clusters Score -1690983 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1691122.250000 Penalty: 3189.319092
	Iteration 11Q: 3 clusters Score -1691122 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1691192.500000 Penalty: 3189.319092
	Iteration 12Q: 3 clusters Score -1691192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1691240.000000 Penalty: 3189.319092
	Iteration 13Q: 3 clusters Score -1691240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1691268.875000 Penalty: 3189.319092
	Iteration 14Q: 3 clusters Score -1691269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1691280.875000 Penalty: 3189.319092
	Iteration 15Q: 3 clusters Score -1691281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1691298.875000 Penalty: 3189.319092
	Iteration 16Q: 3 clusters Score -1691299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1691313.500000 Penalty: 3189.319092
	Iteration 17Q: 3 clusters Score -1691314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1691322.250000 Penalty: 3189.319092
	Iteration 18Q: 3 clusters Score -1691322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1691325.750000 Penalty: 3189.319092
	Iteration 19Q: 3 clusters Score -1691326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1691331.000000 Penalty: 3189.319092
	Iteration 20F: 3 clusters Score -1691331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1691341.375000 Penalty: 3189.319092
	Iteration 21Q: 3 clusters Score -1691341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1691345.750000 Penalty: 3189.319092
	Iteration 22Q: 3 clusters Score -1691346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1691347.000000 Penalty: 3189.319092
	Iteration 23Q: 3 clusters Score -1691347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1691349.500000 Penalty: 3189.319092
	Iteration 24Q: 3 clusters Score -1691350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1691352.375000 Penalty: 3189.319092
	Iteration 25Q: 3 clusters Score -1691352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1691352.875000 Penalty: 3189.319092
	Iteration 26Q: 3 clusters Score -1691353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1691355.375000 Penalty: 3189.319092
	Iteration 27Q: 3 clusters Score -1691355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1691355.250000 Penalty: 3189.319092
	Iteration 28Q: 3 clusters Score -1691355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -1691355.250000 Penalty: 3189.319092
	Iteration 29F: 3 clusters Score -1691355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74197 members 
Entering Unmasked Estep 
Score: -6868893.500000 Penalty: 1822.352905
	Iteration 0F: 2 clusters Score -6868894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -6819783.000000 Penalty: 3644.705811
	Iteration 0F: 3 clusters Score -6819783 nChanged 35416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6840463.500000 Penalty: 3644.705811
	Iteration 1F: 3 clusters Score -6840464 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -6841550.000000 Penalty: 3644.705811
	Iteration 2Q: 3 clusters Score -6841550 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -6842940.000000 Penalty: 3644.705811
	Iteration 3Q: 3 clusters Score -6842940 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -6844724.500000 Penalty: 3644.705811
	Iteration 4F: 3 clusters Score -6844724 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -6846877.500000 Penalty: 3644.705811
	Iteration 5F: 3 clusters Score -6846878 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -6849432.500000 Penalty: 3644.705811
	Iteration 6F: 3 clusters Score -6849432 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 55421 members 
Entering Unmasked Estep 
Score: -6852203.000000 Penalty: 3644.705811
	Iteration 7F: 3 clusters Score -6852203 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -6855336.000000 Penalty: 3644.705811
	Iteration 8F: 3 clusters Score -6855336 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -6858499.500000 Penalty: 3644.705811
	Iteration 9F: 3 clusters Score -6858500 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 67022 members 
Entering Unmasked Estep 
Score: -6861423.000000 Penalty: 3644.705811
	Iteration 10Q: 3 clusters Score -6861423 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 69558 members 
Entering Unmasked Estep 
Score: -6863609.500000 Penalty: 3644.705811
	Iteration 11Q: 3 clusters Score -6863610 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 71278 members 
Entering Unmasked Estep 
Score: -6865046.500000 Penalty: 3644.705811
	Iteration 12Q: 3 clusters Score -6865046 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 72370 members 
Entering Unmasked Estep 
Score: -6865967.500000 Penalty: 3644.705811
	Iteration 13Q: 3 clusters Score -6865968 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 73036 members 
Entering Unmasked Estep 
Score: -6866541.000000 Penalty: 3644.705811
	Iteration 14Q: 3 clusters Score -6866541 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -6866837.500000 Penalty: 3644.705811
	Iteration 15Q: 3 clusters Score -6866838 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 73602 members 
Entering Unmasked Estep 
Score: -6867016.000000 Penalty: 3644.705811
	Iteration 16Q: 3 clusters Score -6867016 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 73725 members 
Entering Unmasked Estep 
Score: -6867128.000000 Penalty: 3644.705811
	Iteration 17Q: 3 clusters Score -6867128 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -6867189.000000 Penalty: 3644.705811
	Iteration 18Q: 3 clusters Score -6867189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -6867224.500000 Penalty: 3644.705811
	Iteration 19Q: 3 clusters Score -6867224 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 73873 members 
Entering Unmasked Estep 
Score: -6867253.000000 Penalty: 3644.705811
	Iteration 20F: 3 clusters Score -6867253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 73889 members 
Entering Unmasked Estep 
Score: -6867270.500000 Penalty: 3644.705811
	Iteration 21Q: 3 clusters Score -6867270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 73899 members 
Entering Unmasked Estep 
Score: -6867281.000000 Penalty: 3644.705811
	Iteration 22Q: 3 clusters Score -6867281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -6867300.500000 Penalty: 3644.705811
	Iteration 23Q: 3 clusters Score -6867300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -6867303.500000 Penalty: 3644.705811
	Iteration 24Q: 3 clusters Score -6867304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -6867306.000000 Penalty: 3644.705811
	Iteration 25Q: 3 clusters Score -6867306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 73915 members 
Entering Unmasked Estep 
Score: -6867313.500000 Penalty: 3644.705811
	Iteration 26Q: 3 clusters Score -6867314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -6867316.500000 Penalty: 3644.705811
	Iteration 27Q: 3 clusters Score -6867316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -6867326.000000 Penalty: 3644.705811
	Iteration 28Q: 3 clusters Score -6867326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 73923 members 
Entering Unmasked Estep 
Score: -6867330.500000 Penalty: 3644.705811
	Iteration 29Q: 3 clusters Score -6867330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 73927 members 
Entering Unmasked Estep 
Score: -6867341.500000 Penalty: 3644.705811
	Iteration 30Q: 3 clusters Score -6867342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 73929 members 
Entering Unmasked Estep 
Score: -6867342.000000 Penalty: 3644.705811
	Iteration 31Q: 3 clusters Score -6867342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 73930 members 
Entering Unmasked Estep 
Score: -6867339.500000 Penalty: 3644.705811
	Iteration 32Q: 3 clusters Score -6867340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -6867339.000000 Penalty: 3644.705811
	Iteration 33Q: 3 clusters Score -6867339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -6867339.000000 Penalty: 3644.705811
	Iteration 34F: 3 clusters Score -6867339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Entering Unmasked Estep 
Score: -987888.187500 Penalty: 1515.139648
	Iteration 0F: 2 clusters Score -987888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -979910.937500 Penalty: 3030.279297
	Iteration 0F: 3 clusters Score -979910.9 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -982532.937500 Penalty: 3030.279297
	Iteration 1F: 3 clusters Score -982532.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -982749.312500 Penalty: 3030.279297
	Iteration 2Q: 3 clusters Score -982749.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -982954.125000 Penalty: 3030.279297
	Iteration 3Q: 3 clusters Score -982954.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -983142.250000 Penalty: 3030.279297
	Iteration 4Q: 3 clusters Score -983142.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -983343.250000 Penalty: 3030.279297
	Iteration 5Q: 3 clusters Score -983343.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -983568.687500 Penalty: 3030.279297
	Iteration 6Q: 3 clusters Score -983568.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -983783.500000 Penalty: 3030.279297
	Iteration 7Q: 3 clusters Score -983783.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -984001.625000 Penalty: 3030.279297
	Iteration 8Q: 3 clusters Score -984001.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -984244.062500 Penalty: 3030.279297
	Iteration 9Q: 3 clusters Score -984244.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -984527.250000 Penalty: 3030.279297
	Iteration 10Q: 3 clusters Score -984527.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -984892.062500 Penalty: 3030.279297
	Iteration 11Q: 3 clusters Score -984892.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -985327.250000 Penalty: 3030.279297
	Iteration 12Q: 3 clusters Score -985327.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -985828.500000 Penalty: 3030.279297
	Iteration 13Q: 3 clusters Score -985828.5 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -986249.062500 Penalty: 3030.279297
	Iteration 14Q: 3 clusters Score -986249.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -986571.375000 Penalty: 3030.279297
	Iteration 15Q: 3 clusters Score -986571.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -986823.125000 Penalty: 3030.279297
	Iteration 16Q: 3 clusters Score -986823.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -987001.625000 Penalty: 3030.279297
	Iteration 17Q: 3 clusters Score -987001.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -987141.187500 Penalty: 3030.279297
	Iteration 18Q: 3 clusters Score -987141.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -987231.187500 Penalty: 3030.279297
	Iteration 19Q: 3 clusters Score -987231.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -987282.187500 Penalty: 3030.279297
	Iteration 20F: 3 clusters Score -987282.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -987324.562500 Penalty: 3030.279297
	Iteration 21Q: 3 clusters Score -987324.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -987352.687500 Penalty: 3030.279297
	Iteration 22Q: 3 clusters Score -987352.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -987379.437500 Penalty: 3030.279297
	Iteration 23Q: 3 clusters Score -987379.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -987402.250000 Penalty: 3030.279297
	Iteration 24Q: 3 clusters Score -987402.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987417.187500 Penalty: 3030.279297
	Iteration 25Q: 3 clusters Score -987417.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -987434.812500 Penalty: 3030.279297
	Iteration 26Q: 3 clusters Score -987434.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -987447.250000 Penalty: 3030.279297
	Iteration 27Q: 3 clusters Score -987447.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -987458.687500 Penalty: 3030.279297
	Iteration 28Q: 3 clusters Score -987458.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -987471.312500 Penalty: 3030.279297
	Iteration 29Q: 3 clusters Score -987471.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -987479.125000 Penalty: 3030.279297
	Iteration 30Q: 3 clusters Score -987479.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -987489.812500 Penalty: 3030.279297
	Iteration 31Q: 3 clusters Score -987489.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987497.750000 Penalty: 3030.279297
	Iteration 32Q: 3 clusters Score -987497.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -987507.562500 Penalty: 3030.279297
	Iteration 33Q: 3 clusters Score -987507.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -987513.062500 Penalty: 3030.279297
	Iteration 34Q: 3 clusters Score -987513.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -987516.437500 Penalty: 3030.279297
	Iteration 35Q: 3 clusters Score -987516.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -987517.375000 Penalty: 3030.279297
	Iteration 36Q: 3 clusters Score -987517.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -987520.000000 Penalty: 3030.279297
	Iteration 37Q: 3 clusters Score -987520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -987523.000000 Penalty: 3030.279297
	Iteration 38Q: 3 clusters Score -987523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987525.437500 Penalty: 3030.279297
	Iteration 39Q: 3 clusters Score -987525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -987527.750000 Penalty: 3030.279297
	Iteration 40F: 3 clusters Score -987527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987530.187500 Penalty: 3030.279297
	Iteration 41Q: 3 clusters Score -987530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -987531.187500 Penalty: 3030.279297
	Iteration 42Q: 3 clusters Score -987531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -987531.625000 Penalty: 3030.279297
	Iteration 43Q: 3 clusters Score -987531.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -987532.125000 Penalty: 3030.279297
	Iteration 44Q: 3 clusters Score -987532.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -987534.437500 Penalty: 3030.279297
	Iteration 45Q: 3 clusters Score -987534.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -987534.562500 Penalty: 3030.279297
	Iteration 46Q: 3 clusters Score -987534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -987535.062500 Penalty: 3030.279297
	Iteration 47Q: 3 clusters Score -987535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -987535.250000 Penalty: 3030.279297
	Iteration 48Q: 3 clusters Score -987535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -987533.250000 Penalty: 3030.279297
	Iteration 49Q: 3 clusters Score -987533.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987533.812500 Penalty: 3030.279297
	Iteration 50Q: 3 clusters Score -987533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -987533.812500 Penalty: 3030.279297
	Iteration 51F: 3 clusters Score -987533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -62649.773438 Penalty: 1078.554443
	Iteration 0F: 2 clusters Score -62649.77 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 406 members 
Entering Unmasked Estep 
Score: -61373.707031 Penalty: 2157.108887
	Iteration 0F: 3 clusters Score -61373.71 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -61531.222656 Penalty: 2157.108887
	Iteration 1F: 3 clusters Score -61531.22 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -61589.566406 Penalty: 2157.108887
	Iteration 2F: 3 clusters Score -61589.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -61626.476562 Penalty: 2157.108887
	Iteration 3Q: 3 clusters Score -61626.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -61651.937500 Penalty: 2157.108887
	Iteration 4Q: 3 clusters Score -61651.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -61670.320312 Penalty: 2157.108887
	Iteration 5Q: 3 clusters Score -61670.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -61683.238281 Penalty: 2157.108887
	Iteration 6Q: 3 clusters Score -61683.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -61695.871094 Penalty: 2157.108887
	Iteration 7Q: 3 clusters Score -61695.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -61716.953125 Penalty: 2157.108887
	Iteration 8Q: 3 clusters Score -61716.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -61727.535156 Penalty: 2157.108887
	Iteration 9Q: 3 clusters Score -61727.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61730.492188 Penalty: 2157.108887
	Iteration 10Q: 3 clusters Score -61730.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61731.210938 Penalty: 2157.108887
	Iteration 11Q: 3 clusters Score -61731.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -61731.210938 Penalty: 2157.108887
	Iteration 12F: 3 clusters Score -61731.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Entering Unmasked Estep 
Score: -523887.750000 Penalty: 1410.857422
	Iteration 0F: 2 clusters Score -523887.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -519330.750000 Penalty: 2821.714844
	Iteration 0F: 3 clusters Score -519330.8 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -520749.937500 Penalty: 2821.714844
	Iteration 1F: 3 clusters Score -520749.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -521026.843750 Penalty: 2821.714844
	Iteration 2F: 3 clusters Score -521026.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -521265.937500 Penalty: 2821.714844
	Iteration 3F: 3 clusters Score -521265.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -521513.250000 Penalty: 2821.714844
	Iteration 4F: 3 clusters Score -521513.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -521787.937500 Penalty: 2821.714844
	Iteration 5F: 3 clusters Score -521787.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -522042.187500 Penalty: 2821.714844
	Iteration 6F: 3 clusters Score -522042.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -522304.718750 Penalty: 2821.714844
	Iteration 7F: 3 clusters Score -522304.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -522542.937500 Penalty: 2821.714844
	Iteration 8Q: 3 clusters Score -522542.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -522751.906250 Penalty: 2821.714844
	Iteration 9Q: 3 clusters Score -522751.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -522928.250000 Penalty: 2821.714844
	Iteration 10Q: 3 clusters Score -522928.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -523051.125000 Penalty: 2821.714844
	Iteration 11Q: 3 clusters Score -523051.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -523121.187500 Penalty: 2821.714844
	Iteration 12Q: 3 clusters Score -523121.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -523151.687500 Penalty: 2821.714844
	Iteration 13Q: 3 clusters Score -523151.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -523170.250000 Penalty: 2821.714844
	Iteration 14Q: 3 clusters Score -523170.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -523187.781250 Penalty: 2821.714844
	Iteration 15Q: 3 clusters Score -523187.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -523205.468750 Penalty: 2821.714844
	Iteration 16Q: 3 clusters Score -523205.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -523220.156250 Penalty: 2821.714844
	Iteration 17Q: 3 clusters Score -523220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -523226.531250 Penalty: 2821.714844
	Iteration 18Q: 3 clusters Score -523226.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -523228.718750 Penalty: 2821.714844
	Iteration 19Q: 3 clusters Score -523228.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -523232.250000 Penalty: 2821.714844
	Iteration 20F: 3 clusters Score -523232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -523234.968750 Penalty: 2821.714844
	Iteration 21Q: 3 clusters Score -523235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -523237.687500 Penalty: 2821.714844
	Iteration 22Q: 3 clusters Score -523237.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -523237.968750 Penalty: 2821.714844
	Iteration 23Q: 3 clusters Score -523238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -523240.812500 Penalty: 2821.714844
	Iteration 24Q: 3 clusters Score -523240.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -523242.343750 Penalty: 2821.714844
	Iteration 25Q: 3 clusters Score -523242.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -523246.031250 Penalty: 2821.714844
	Iteration 26Q: 3 clusters Score -523246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -523249.875000 Penalty: 2821.714844
	Iteration 27Q: 3 clusters Score -523249.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -523249.781250 Penalty: 2821.714844
	Iteration 28Q: 3 clusters Score -523249.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -523253.062500 Penalty: 2821.714844
	Iteration 29Q: 3 clusters Score -523253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -523253.437500 Penalty: 2821.714844
	Iteration 30Q: 3 clusters Score -523253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -523254.812500 Penalty: 2821.714844
	Iteration 31Q: 3 clusters Score -523254.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -523254.125000 Penalty: 2821.714844
	Iteration 32Q: 3 clusters Score -523254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -523255.156250 Penalty: 2821.714844
	Iteration 33Q: 3 clusters Score -523255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -523256.031250 Penalty: 2821.714844
	Iteration 34Q: 3 clusters Score -523256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -523256.750000 Penalty: 2821.714844
	Iteration 35Q: 3 clusters Score -523256.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -523257.031250 Penalty: 2821.714844
	Iteration 36Q: 3 clusters Score -523257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -523256.625000 Penalty: 2821.714844
	Iteration 37Q: 3 clusters Score -523256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -523256.781250 Penalty: 2821.714844
	Iteration 38Q: 3 clusters Score -523256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -523256.781250 Penalty: 2821.714844
	Iteration 39F: 3 clusters Score -523256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Entering Unmasked Estep 
Score: -2775069.000000 Penalty: 1679.965942
	Iteration 0F: 2 clusters Score -2775069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2754349.000000 Penalty: 3359.931885
	Iteration 0F: 3 clusters Score -2754349 nChanged 14214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2762254.750000 Penalty: 3359.931885
	Iteration 1F: 3 clusters Score -2762255 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2762618.250000 Penalty: 3359.931885
	Iteration 2Q: 3 clusters Score -2762618 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2762993.000000 Penalty: 3359.931885
	Iteration 3Q: 3 clusters Score -2762993 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2763372.750000 Penalty: 3359.931885
	Iteration 4Q: 3 clusters Score -2763373 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2763790.000000 Penalty: 3359.931885
	Iteration 5Q: 3 clusters Score -2763790 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2764253.000000 Penalty: 3359.931885
	Iteration 6Q: 3 clusters Score -2764253 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2764779.500000 Penalty: 3359.931885
	Iteration 7Q: 3 clusters Score -2764780 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2765428.000000 Penalty: 3359.931885
	Iteration 8Q: 3 clusters Score -2765428 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -2766243.000000 Penalty: 3359.931885
	Iteration 9Q: 3 clusters Score -2766243 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2767240.250000 Penalty: 3359.931885
	Iteration 10F: 3 clusters Score -2767240 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -2768288.500000 Penalty: 3359.931885
	Iteration 11Q: 3 clusters Score -2768288 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -2769361.500000 Penalty: 3359.931885
	Iteration 12Q: 3 clusters Score -2769362 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -2770213.000000 Penalty: 3359.931885
	Iteration 13Q: 3 clusters Score -2770213 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -2770955.000000 Penalty: 3359.931885
	Iteration 14Q: 3 clusters Score -2770955 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2771521.000000 Penalty: 3359.931885
	Iteration 15Q: 3 clusters Score -2771521 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2771975.500000 Penalty: 3359.931885
	Iteration 16Q: 3 clusters Score -2771976 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2772360.000000 Penalty: 3359.931885
	Iteration 17Q: 3 clusters Score -2772360 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2772664.000000 Penalty: 3359.931885
	Iteration 18Q: 3 clusters Score -2772664 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2772906.750000 Penalty: 3359.931885
	Iteration 19Q: 3 clusters Score -2772907 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2773072.500000 Penalty: 3359.931885
	Iteration 20F: 3 clusters Score -2773072 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2773202.750000 Penalty: 3359.931885
	Iteration 21Q: 3 clusters Score -2773203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2773300.500000 Penalty: 3359.931885
	Iteration 22Q: 3 clusters Score -2773300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -2773376.000000 Penalty: 3359.931885
	Iteration 23Q: 3 clusters Score -2773376 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2773436.000000 Penalty: 3359.931885
	Iteration 24Q: 3 clusters Score -2773436 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2773469.000000 Penalty: 3359.931885
	Iteration 25Q: 3 clusters Score -2773469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2773489.750000 Penalty: 3359.931885
	Iteration 26Q: 3 clusters Score -2773490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2773509.750000 Penalty: 3359.931885
	Iteration 27Q: 3 clusters Score -2773510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2773525.750000 Penalty: 3359.931885
	Iteration 28Q: 3 clusters Score -2773526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2773546.000000 Penalty: 3359.931885
	Iteration 29Q: 3 clusters Score -2773546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2773558.250000 Penalty: 3359.931885
	Iteration 30Q: 3 clusters Score -2773558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2773573.750000 Penalty: 3359.931885
	Iteration 31Q: 3 clusters Score -2773574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2773582.750000 Penalty: 3359.931885
	Iteration 32Q: 3 clusters Score -2773583 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -2773593.250000 Penalty: 3359.931885
	Iteration 33Q: 3 clusters Score -2773593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -2773596.750000 Penalty: 3359.931885
	Iteration 34Q: 3 clusters Score -2773597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2773601.000000 Penalty: 3359.931885
	Iteration 35Q: 3 clusters Score -2773601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -2773601.250000 Penalty: 3359.931885
	Iteration 36Q: 3 clusters Score -2773601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2773604.750000 Penalty: 3359.931885
	Iteration 37Q: 3 clusters Score -2773605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -2773608.750000 Penalty: 3359.931885
	Iteration 38Q: 3 clusters Score -2773609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2773610.750000 Penalty: 3359.931885
	Iteration 39Q: 3 clusters Score -2773611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2773615.500000 Penalty: 3359.931885
	Iteration 40F: 3 clusters Score -2773616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2773621.500000 Penalty: 3359.931885
	Iteration 41Q: 3 clusters Score -2773622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2773624.250000 Penalty: 3359.931885
	Iteration 42Q: 3 clusters Score -2773624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2773624.500000 Penalty: 3359.931885
	Iteration 43Q: 3 clusters Score -2773624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2773626.750000 Penalty: 3359.931885
	Iteration 44Q: 3 clusters Score -2773627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2773625.750000 Penalty: 3359.931885
	Iteration 45Q: 3 clusters Score -2773626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -2773625.750000 Penalty: 3359.931885
	Iteration 46F: 3 clusters Score -2773626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Entering Unmasked Estep 
Score: -207468.359375 Penalty: 1262.661255
	Iteration 0F: 2 clusters Score -207468.4 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 1141 members 
Entering Unmasked Estep 
Score: -205162.500000 Penalty: 2525.322510
	Iteration 0F: 3 clusters Score -205162.5 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -205737.890625 Penalty: 2525.322510
	Iteration 1F: 3 clusters Score -205737.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -205860.765625 Penalty: 2525.322510
	Iteration 2F: 3 clusters Score -205860.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -205935.859375 Penalty: 2525.322510
	Iteration 3Q: 3 clusters Score -205935.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -205986.984375 Penalty: 2525.322510
	Iteration 4Q: 3 clusters Score -205987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206030.531250 Penalty: 2525.322510
	Iteration 5Q: 3 clusters Score -206030.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -206070.578125 Penalty: 2525.322510
	Iteration 6Q: 3 clusters Score -206070.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -206105.875000 Penalty: 2525.322510
	Iteration 7Q: 3 clusters Score -206105.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -206130.593750 Penalty: 2525.322510
	Iteration 8Q: 3 clusters Score -206130.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -206153.703125 Penalty: 2525.322510
	Iteration 9Q: 3 clusters Score -206153.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -206169.812500 Penalty: 2525.322510
	Iteration 10Q: 3 clusters Score -206169.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -206180.484375 Penalty: 2525.322510
	Iteration 11Q: 3 clusters Score -206180.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -206189.062500 Penalty: 2525.322510
	Iteration 12Q: 3 clusters Score -206189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -206194.500000 Penalty: 2525.322510
	Iteration 13Q: 3 clusters Score -206194.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -206198.234375 Penalty: 2525.322510
	Iteration 14Q: 3 clusters Score -206198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -206203.531250 Penalty: 2525.322510
	Iteration 15Q: 3 clusters Score -206203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -206206.046875 Penalty: 2525.322510
	Iteration 16Q: 3 clusters Score -206206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206208.515625 Penalty: 2525.322510
	Iteration 17Q: 3 clusters Score -206208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206211.343750 Penalty: 2525.322510
	Iteration 18Q: 3 clusters Score -206211.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -206214.250000 Penalty: 2525.322510
	Iteration 19Q: 3 clusters Score -206214.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -206219.328125 Penalty: 2525.322510
	Iteration 20F: 3 clusters Score -206219.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -206224.796875 Penalty: 2525.322510
	Iteration 21Q: 3 clusters Score -206224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -206227.937500 Penalty: 2525.322510
	Iteration 22Q: 3 clusters Score -206227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -206229.578125 Penalty: 2525.322510
	Iteration 23Q: 3 clusters Score -206229.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -206232.843750 Penalty: 2525.322510
	Iteration 24Q: 3 clusters Score -206232.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -206235.000000 Penalty: 2525.322510
	Iteration 25Q: 3 clusters Score -206235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -206237.390625 Penalty: 2525.322510
	Iteration 26Q: 3 clusters Score -206237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -206237.875000 Penalty: 2525.322510
	Iteration 27Q: 3 clusters Score -206237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -206239.187500 Penalty: 2525.322510
	Iteration 28Q: 3 clusters Score -206239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -206239.640625 Penalty: 2525.322510
	Iteration 29Q: 3 clusters Score -206239.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206241.171875 Penalty: 2525.322510
	Iteration 30Q: 3 clusters Score -206241.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -206242.562500 Penalty: 2525.322510
	Iteration 31Q: 3 clusters Score -206242.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206243.937500 Penalty: 2525.322510
	Iteration 32Q: 3 clusters Score -206243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206244.375000 Penalty: 2525.322510
	Iteration 33Q: 3 clusters Score -206244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -206244.375000 Penalty: 2525.322510
	Iteration 34Q: 3 clusters Score -206244.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206244.828125 Penalty: 2525.322510
	Iteration 35Q: 3 clusters Score -206244.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -206244.828125 Penalty: 2525.322510
	Iteration 36F: 3 clusters Score -206244.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Entering Unmasked Estep 
Score: -389360.437500 Penalty: 1363.492310
	Iteration 0F: 2 clusters Score -389360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -385713.437500 Penalty: 2726.984619
	Iteration 0F: 3 clusters Score -385713.4 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -386687.500000 Penalty: 2726.984619
	Iteration 1F: 3 clusters Score -386687.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -386864.062500 Penalty: 2726.984619
	Iteration 2F: 3 clusters Score -386864.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -387001.031250 Penalty: 2726.984619
	Iteration 3F: 3 clusters Score -387001 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -387134.656250 Penalty: 2726.984619
	Iteration 4F: 3 clusters Score -387134.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -387257.656250 Penalty: 2726.984619
	Iteration 5Q: 3 clusters Score -387257.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -387386.093750 Penalty: 2726.984619
	Iteration 6Q: 3 clusters Score -387386.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -387523.000000 Penalty: 2726.984619
	Iteration 7Q: 3 clusters Score -387523 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -387683.937500 Penalty: 2726.984619
	Iteration 8Q: 3 clusters Score -387683.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -387818.156250 Penalty: 2726.984619
	Iteration 9Q: 3 clusters Score -387818.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -387932.718750 Penalty: 2726.984619
	Iteration 10Q: 3 clusters Score -387932.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -388041.906250 Penalty: 2726.984619
	Iteration 11Q: 3 clusters Score -388041.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -388140.500000 Penalty: 2726.984619
	Iteration 12Q: 3 clusters Score -388140.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -388229.843750 Penalty: 2726.984619
	Iteration 13Q: 3 clusters Score -388229.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -388309.687500 Penalty: 2726.984619
	Iteration 14Q: 3 clusters Score -388309.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -388386.906250 Penalty: 2726.984619
	Iteration 15Q: 3 clusters Score -388386.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -388453.656250 Penalty: 2726.984619
	Iteration 16Q: 3 clusters Score -388453.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -388504.343750 Penalty: 2726.984619
	Iteration 17Q: 3 clusters Score -388504.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -388535.968750 Penalty: 2726.984619
	Iteration 18Q: 3 clusters Score -388536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -388566.343750 Penalty: 2726.984619
	Iteration 19Q: 3 clusters Score -388566.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -388581.406250 Penalty: 2726.984619
	Iteration 20F: 3 clusters Score -388581.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -388592.625000 Penalty: 2726.984619
	Iteration 21Q: 3 clusters Score -388592.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -388602.343750 Penalty: 2726.984619
	Iteration 22Q: 3 clusters Score -388602.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -388611.031250 Penalty: 2726.984619
	Iteration 23Q: 3 clusters Score -388611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -388620.656250 Penalty: 2726.984619
	Iteration 24Q: 3 clusters Score -388620.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -388631.625000 Penalty: 2726.984619
	Iteration 25Q: 3 clusters Score -388631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -388642.750000 Penalty: 2726.984619
	Iteration 26Q: 3 clusters Score -388642.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -388653.625000 Penalty: 2726.984619
	Iteration 27Q: 3 clusters Score -388653.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -388660.281250 Penalty: 2726.984619
	Iteration 28Q: 3 clusters Score -388660.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -388664.750000 Penalty: 2726.984619
	Iteration 29Q: 3 clusters Score -388664.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -388667.406250 Penalty: 2726.984619
	Iteration 30Q: 3 clusters Score -388667.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -388671.625000 Penalty: 2726.984619
	Iteration 31Q: 3 clusters Score -388671.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -388674.625000 Penalty: 2726.984619
	Iteration 32Q: 3 clusters Score -388674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -388677.781250 Penalty: 2726.984619
	Iteration 33Q: 3 clusters Score -388677.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -388681.375000 Penalty: 2726.984619
	Iteration 34Q: 3 clusters Score -388681.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -388681.968750 Penalty: 2726.984619
	Iteration 35Q: 3 clusters Score -388682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -388683.218750 Penalty: 2726.984619
	Iteration 36Q: 3 clusters Score -388683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -388683.218750 Penalty: 2726.984619
	Iteration 37F: 3 clusters Score -388683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -437147.468750 Penalty: 1379.027222
	Iteration 0F: 2 clusters Score -437147.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -433268.531250 Penalty: 2758.054443
	Iteration 0F: 3 clusters Score -433268.5 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -434365.218750 Penalty: 2758.054443
	Iteration 1F: 3 clusters Score -434365.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -434610.468750 Penalty: 2758.054443
	Iteration 2F: 3 clusters Score -434610.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -434813.687500 Penalty: 2758.054443
	Iteration 3F: 3 clusters Score -434813.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -434983.062500 Penalty: 2758.054443
	Iteration 4F: 3 clusters Score -434983.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -435142.500000 Penalty: 2758.054443
	Iteration 5Q: 3 clusters Score -435142.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -435275.156250 Penalty: 2758.054443
	Iteration 6Q: 3 clusters Score -435275.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -435402.187500 Penalty: 2758.054443
	Iteration 7Q: 3 clusters Score -435402.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -435525.500000 Penalty: 2758.054443
	Iteration 8Q: 3 clusters Score -435525.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -435632.750000 Penalty: 2758.054443
	Iteration 9Q: 3 clusters Score -435632.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -435730.437500 Penalty: 2758.054443
	Iteration 10Q: 3 clusters Score -435730.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -435822.125000 Penalty: 2758.054443
	Iteration 11Q: 3 clusters Score -435822.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -435918.312500 Penalty: 2758.054443
	Iteration 12Q: 3 clusters Score -435918.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -435998.656250 Penalty: 2758.054443
	Iteration 13Q: 3 clusters Score -435998.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -436066.531250 Penalty: 2758.054443
	Iteration 14Q: 3 clusters Score -436066.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -436114.781250 Penalty: 2758.054443
	Iteration 15Q: 3 clusters Score -436114.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -436161.781250 Penalty: 2758.054443
	Iteration 16Q: 3 clusters Score -436161.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -436192.531250 Penalty: 2758.054443
	Iteration 17Q: 3 clusters Score -436192.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -436213.625000 Penalty: 2758.054443
	Iteration 18Q: 3 clusters Score -436213.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -436236.750000 Penalty: 2758.054443
	Iteration 19Q: 3 clusters Score -436236.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -436249.718750 Penalty: 2758.054443
	Iteration 20F: 3 clusters Score -436249.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -436258.656250 Penalty: 2758.054443
	Iteration 21Q: 3 clusters Score -436258.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -436267.843750 Penalty: 2758.054443
	Iteration 22Q: 3 clusters Score -436267.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -436279.687500 Penalty: 2758.054443
	Iteration 23Q: 3 clusters Score -436279.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -436284.406250 Penalty: 2758.054443
	Iteration 24Q: 3 clusters Score -436284.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -436287.250000 Penalty: 2758.054443
	Iteration 25Q: 3 clusters Score -436287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -436292.281250 Penalty: 2758.054443
	Iteration 26Q: 3 clusters Score -436292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -436296.218750 Penalty: 2758.054443
	Iteration 27Q: 3 clusters Score -436296.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -436300.187500 Penalty: 2758.054443
	Iteration 28Q: 3 clusters Score -436300.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -436301.187500 Penalty: 2758.054443
	Iteration 29Q: 3 clusters Score -436301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -436301.593750 Penalty: 2758.054443
	Iteration 30Q: 3 clusters Score -436301.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -436302.250000 Penalty: 2758.054443
	Iteration 31Q: 3 clusters Score -436302.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -436303.562500 Penalty: 2758.054443
	Iteration 32Q: 3 clusters Score -436303.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -436304.406250 Penalty: 2758.054443
	Iteration 33Q: 3 clusters Score -436304.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -436304.406250 Penalty: 2758.054443
	Iteration 34F: 3 clusters Score -436304.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -488151.718750 Penalty: 1398.315796
	Iteration 0F: 2 clusters Score -488151.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -483885.750000 Penalty: 2796.631592
	Iteration 0F: 3 clusters Score -483885.8 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -485143.781250 Penalty: 2796.631592
	Iteration 1F: 3 clusters Score -485143.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -485365.875000 Penalty: 2796.631592
	Iteration 2F: 3 clusters Score -485365.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -485564.875000 Penalty: 2796.631592
	Iteration 3F: 3 clusters Score -485564.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -485806.937500 Penalty: 2796.631592
	Iteration 4F: 3 clusters Score -485806.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -486043.250000 Penalty: 2796.631592
	Iteration 5F: 3 clusters Score -486043.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -486283.156250 Penalty: 2796.631592
	Iteration 6F: 3 clusters Score -486283.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -486518.375000 Penalty: 2796.631592
	Iteration 7F: 3 clusters Score -486518.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -486694.312500 Penalty: 2796.631592
	Iteration 8Q: 3 clusters Score -486694.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -486833.687500 Penalty: 2796.631592
	Iteration 9Q: 3 clusters Score -486833.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -486937.406250 Penalty: 2796.631592
	Iteration 10Q: 3 clusters Score -486937.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -487018.875000 Penalty: 2796.631592
	Iteration 11Q: 3 clusters Score -487018.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -487092.093750 Penalty: 2796.631592
	Iteration 12Q: 3 clusters Score -487092.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -487142.937500 Penalty: 2796.631592
	Iteration 13Q: 3 clusters Score -487142.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -487197.093750 Penalty: 2796.631592
	Iteration 14Q: 3 clusters Score -487197.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -487267.187500 Penalty: 2796.631592
	Iteration 15Q: 3 clusters Score -487267.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -487323.625000 Penalty: 2796.631592
	Iteration 16Q: 3 clusters Score -487323.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -487369.625000 Penalty: 2796.631592
	Iteration 17Q: 3 clusters Score -487369.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -487400.375000 Penalty: 2796.631592
	Iteration 18Q: 3 clusters Score -487400.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -487430.125000 Penalty: 2796.631592
	Iteration 19Q: 3 clusters Score -487430.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -487447.218750 Penalty: 2796.631592
	Iteration 20F: 3 clusters Score -487447.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -487460.937500 Penalty: 2796.631592
	Iteration 21Q: 3 clusters Score -487460.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -487477.468750 Penalty: 2796.631592
	Iteration 22Q: 3 clusters Score -487477.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -487489.562500 Penalty: 2796.631592
	Iteration 23Q: 3 clusters Score -487489.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -487498.968750 Penalty: 2796.631592
	Iteration 24Q: 3 clusters Score -487499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -487507.437500 Penalty: 2796.631592
	Iteration 25Q: 3 clusters Score -487507.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -487511.625000 Penalty: 2796.631592
	Iteration 26Q: 3 clusters Score -487511.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -487513.062500 Penalty: 2796.631592
	Iteration 27Q: 3 clusters Score -487513.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -487512.718750 Penalty: 2796.631592
	Iteration 28Q: 3 clusters Score -487512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -487513.281250 Penalty: 2796.631592
	Iteration 29Q: 3 clusters Score -487513.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -487513.281250 Penalty: 2796.631592
	Iteration 30F: 3 clusters Score -487513.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -129634.570312 Penalty: 1205.551880
	Iteration 0F: 2 clusters Score -129634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -127897.460938 Penalty: 2411.103760
	Iteration 0F: 3 clusters Score -127897.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128494.945312 Penalty: 2411.103760
	Iteration 1F: 3 clusters Score -128494.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -128676.007812 Penalty: 2411.103760
	Iteration 2F: 3 clusters Score -128676 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -128773.539062 Penalty: 2411.103760
	Iteration 3F: 3 clusters Score -128773.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -128819.789062 Penalty: 2411.103760
	Iteration 4Q: 3 clusters Score -128819.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -128847.070312 Penalty: 2411.103760
	Iteration 5Q: 3 clusters Score -128847.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -128856.968750 Penalty: 2411.103760
	Iteration 6Q: 3 clusters Score -128857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -128864.085938 Penalty: 2411.103760
	Iteration 7Q: 3 clusters Score -128864.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -128874.125000 Penalty: 2411.103760
	Iteration 8Q: 3 clusters Score -128874.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -128880.203125 Penalty: 2411.103760
	Iteration 9Q: 3 clusters Score -128880.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -128886.414062 Penalty: 2411.103760
	Iteration 10Q: 3 clusters Score -128886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -128898.054688 Penalty: 2411.103760
	Iteration 11Q: 3 clusters Score -128898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -128906.109375 Penalty: 2411.103760
	Iteration 12Q: 3 clusters Score -128906.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -128917.601562 Penalty: 2411.103760
	Iteration 13Q: 3 clusters Score -128917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -128923.765625 Penalty: 2411.103760
	Iteration 14Q: 3 clusters Score -128923.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -128926.820312 Penalty: 2411.103760
	Iteration 15Q: 3 clusters Score -128926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -128929.304688 Penalty: 2411.103760
	Iteration 16Q: 3 clusters Score -128929.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -128934.117188 Penalty: 2411.103760
	Iteration 17Q: 3 clusters Score -128934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -128936.687500 Penalty: 2411.103760
	Iteration 18Q: 3 clusters Score -128936.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -128937.429688 Penalty: 2411.103760
	Iteration 19Q: 3 clusters Score -128937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -128941.085938 Penalty: 2411.103760
	Iteration 20F: 3 clusters Score -128941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -128943.195312 Penalty: 2411.103760
	Iteration 21Q: 3 clusters Score -128943.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -128945.164062 Penalty: 2411.103760
	Iteration 22Q: 3 clusters Score -128945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -128949.109375 Penalty: 2411.103760
	Iteration 23Q: 3 clusters Score -128949.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -128950.523438 Penalty: 2411.103760
	Iteration 24Q: 3 clusters Score -128950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -128953.164062 Penalty: 2411.103760
	Iteration 25Q: 3 clusters Score -128953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -128955.601562 Penalty: 2411.103760
	Iteration 26Q: 3 clusters Score -128955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -128957.750000 Penalty: 2411.103760
	Iteration 27Q: 3 clusters Score -128957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128959.546875 Penalty: 2411.103760
	Iteration 28Q: 3 clusters Score -128959.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -128959.546875 Penalty: 2411.103760
	Iteration 29F: 3 clusters Score -128959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -260089.828125 Penalty: 1302.222046
	Iteration 0F: 2 clusters Score -260089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -257410.671875 Penalty: 2604.444092
	Iteration 0F: 3 clusters Score -257410.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -258139.828125 Penalty: 2604.444092
	Iteration 1F: 3 clusters Score -258139.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -258409.078125 Penalty: 2604.444092
	Iteration 2F: 3 clusters Score -258409.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -258627.781250 Penalty: 2604.444092
	Iteration 3F: 3 clusters Score -258627.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258785.921875 Penalty: 2604.444092
	Iteration 4F: 3 clusters Score -258785.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258890.203125 Penalty: 2604.444092
	Iteration 5Q: 3 clusters Score -258890.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -258952.312500 Penalty: 2604.444092
	Iteration 6Q: 3 clusters Score -258952.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -258989.484375 Penalty: 2604.444092
	Iteration 7Q: 3 clusters Score -258989.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259006.906250 Penalty: 2604.444092
	Iteration 8Q: 3 clusters Score -259006.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259019.703125 Penalty: 2604.444092
	Iteration 9Q: 3 clusters Score -259019.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259029.796875 Penalty: 2604.444092
	Iteration 10Q: 3 clusters Score -259029.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -259035.734375 Penalty: 2604.444092
	Iteration 11Q: 3 clusters Score -259035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -259039.890625 Penalty: 2604.444092
	Iteration 12Q: 3 clusters Score -259039.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -259041.609375 Penalty: 2604.444092
	Iteration 13Q: 3 clusters Score -259041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259043.296875 Penalty: 2604.444092
	Iteration 14Q: 3 clusters Score -259043.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -259043.953125 Penalty: 2604.444092
	Iteration 15Q: 3 clusters Score -259044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -259045.015625 Penalty: 2604.444092
	Iteration 16Q: 3 clusters Score -259045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -259047.312500 Penalty: 2604.444092
	Iteration 17Q: 3 clusters Score -259047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259048.625000 Penalty: 2604.444092
	Iteration 18Q: 3 clusters Score -259048.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -259050.187500 Penalty: 2604.444092
	Iteration 19Q: 3 clusters Score -259050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -259050.531250 Penalty: 2604.444092
	Iteration 20F: 3 clusters Score -259050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -259050.062500 Penalty: 2604.444092
	Iteration 21Q: 3 clusters Score -259050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -259050.062500 Penalty: 2604.444092
	Iteration 22F: 3 clusters Score -259050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Entering Unmasked Estep 
Score: -915563.375000 Penalty: 1495.457031
	Iteration 0F: 2 clusters Score -915563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -908459.187500 Penalty: 2990.914062
	Iteration 0F: 3 clusters Score -908459.2 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -910907.937500 Penalty: 2990.914062
	Iteration 1F: 3 clusters Score -910907.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -911199.250000 Penalty: 2990.914062
	Iteration 2F: 3 clusters Score -911199.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -911456.500000 Penalty: 2990.914062
	Iteration 3F: 3 clusters Score -911456.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -911690.875000 Penalty: 2990.914062
	Iteration 4F: 3 clusters Score -911690.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -911939.875000 Penalty: 2990.914062
	Iteration 5Q: 3 clusters Score -911939.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -912220.000000 Penalty: 2990.914062
	Iteration 6Q: 3 clusters Score -912220 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -912592.062500 Penalty: 2990.914062
	Iteration 7F: 3 clusters Score -912592.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -913010.312500 Penalty: 2990.914062
	Iteration 8F: 3 clusters Score -913010.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -913440.562500 Penalty: 2990.914062
	Iteration 9Q: 3 clusters Score -913440.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -913826.125000 Penalty: 2990.914062
	Iteration 10Q: 3 clusters Score -913826.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -914096.125000 Penalty: 2990.914062
	Iteration 11Q: 3 clusters Score -914096.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -914253.500000 Penalty: 2990.914062
	Iteration 12Q: 3 clusters Score -914253.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -914368.812500 Penalty: 2990.914062
	Iteration 13Q: 3 clusters Score -914368.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -914451.000000 Penalty: 2990.914062
	Iteration 14Q: 3 clusters Score -914451 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -914514.375000 Penalty: 2990.914062
	Iteration 15Q: 3 clusters Score -914514.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -914563.125000 Penalty: 2990.914062
	Iteration 16Q: 3 clusters Score -914563.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -914601.000000 Penalty: 2990.914062
	Iteration 17Q: 3 clusters Score -914601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -914622.375000 Penalty: 2990.914062
	Iteration 18Q: 3 clusters Score -914622.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -914639.750000 Penalty: 2990.914062
	Iteration 19Q: 3 clusters Score -914639.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -914655.375000 Penalty: 2990.914062
	Iteration 20F: 3 clusters Score -914655.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -914662.312500 Penalty: 2990.914062
	Iteration 21Q: 3 clusters Score -914662.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -914669.750000 Penalty: 2990.914062
	Iteration 22Q: 3 clusters Score -914669.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -914675.500000 Penalty: 2990.914062
	Iteration 23Q: 3 clusters Score -914675.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -914680.687500 Penalty: 2990.914062
	Iteration 24Q: 3 clusters Score -914680.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -914683.312500 Penalty: 2990.914062
	Iteration 25Q: 3 clusters Score -914683.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -914688.687500 Penalty: 2990.914062
	Iteration 26Q: 3 clusters Score -914688.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -914694.562500 Penalty: 2990.914062
	Iteration 27Q: 3 clusters Score -914694.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -914696.750000 Penalty: 2990.914062
	Iteration 28Q: 3 clusters Score -914696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -914698.187500 Penalty: 2990.914062
	Iteration 29Q: 3 clusters Score -914698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -914702.812500 Penalty: 2990.914062
	Iteration 30Q: 3 clusters Score -914702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -914703.125000 Penalty: 2990.914062
	Iteration 31Q: 3 clusters Score -914703.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -914706.000000 Penalty: 2990.914062
	Iteration 32Q: 3 clusters Score -914706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -914707.937500 Penalty: 2990.914062
	Iteration 33Q: 3 clusters Score -914707.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -914711.750000 Penalty: 2990.914062
	Iteration 34Q: 3 clusters Score -914711.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -914714.875000 Penalty: 2990.914062
	Iteration 35Q: 3 clusters Score -914714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -914716.500000 Penalty: 2990.914062
	Iteration 36Q: 3 clusters Score -914716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -914715.312500 Penalty: 2990.914062
	Iteration 37Q: 3 clusters Score -914715.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -914715.312500 Penalty: 2990.914062
	Iteration 38F: 3 clusters Score -914715.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Entering Unmasked Estep 
Score: -705414.500000 Penalty: 1459.359741
	Iteration 0F: 2 clusters Score -705414.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -699551.812500 Penalty: 2918.719482
	Iteration 0F: 3 clusters Score -699551.8 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -701447.562500 Penalty: 2918.719482
	Iteration 1F: 3 clusters Score -701447.6 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -701924.937500 Penalty: 2918.719482
	Iteration 2F: 3 clusters Score -701924.9 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -702527.687500 Penalty: 2918.719482
	Iteration 3F: 3 clusters Score -702527.7 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -703064.125000 Penalty: 2918.719482
	Iteration 4F: 3 clusters Score -703064.1 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -703517.312500 Penalty: 2918.719482
	Iteration 5F: 3 clusters Score -703517.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -703798.312500 Penalty: 2918.719482
	Iteration 6F: 3 clusters Score -703798.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -703986.312500 Penalty: 2918.719482
	Iteration 7Q: 3 clusters Score -703986.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -704119.125000 Penalty: 2918.719482
	Iteration 8Q: 3 clusters Score -704119.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -704211.750000 Penalty: 2918.719482
	Iteration 9Q: 3 clusters Score -704211.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -704260.812500 Penalty: 2918.719482
	Iteration 10Q: 3 clusters Score -704260.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -704293.187500 Penalty: 2918.719482
	Iteration 11Q: 3 clusters Score -704293.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -704319.500000 Penalty: 2918.719482
	Iteration 12Q: 3 clusters Score -704319.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -704341.187500 Penalty: 2918.719482
	Iteration 13Q: 3 clusters Score -704341.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -704356.062500 Penalty: 2918.719482
	Iteration 14Q: 3 clusters Score -704356.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -704369.937500 Penalty: 2918.719482
	Iteration 15Q: 3 clusters Score -704369.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -704382.937500 Penalty: 2918.719482
	Iteration 16Q: 3 clusters Score -704382.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -704404.687500 Penalty: 2918.719482
	Iteration 17Q: 3 clusters Score -704404.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -704415.750000 Penalty: 2918.719482
	Iteration 18Q: 3 clusters Score -704415.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -704423.250000 Penalty: 2918.719482
	Iteration 19Q: 3 clusters Score -704423.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -704433.437500 Penalty: 2918.719482
	Iteration 20F: 3 clusters Score -704433.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -704440.312500 Penalty: 2918.719482
	Iteration 21Q: 3 clusters Score -704440.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -704446.812500 Penalty: 2918.719482
	Iteration 22Q: 3 clusters Score -704446.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -704453.875000 Penalty: 2918.719482
	Iteration 23Q: 3 clusters Score -704453.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -704458.437500 Penalty: 2918.719482
	Iteration 24Q: 3 clusters Score -704458.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -704464.812500 Penalty: 2918.719482
	Iteration 25Q: 3 clusters Score -704464.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -704469.812500 Penalty: 2918.719482
	Iteration 26Q: 3 clusters Score -704469.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -704478.312500 Penalty: 2918.719482
	Iteration 27Q: 3 clusters Score -704478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -704483.437500 Penalty: 2918.719482
	Iteration 28Q: 3 clusters Score -704483.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -704485.937500 Penalty: 2918.719482
	Iteration 29Q: 3 clusters Score -704485.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -704494.000000 Penalty: 2918.719482
	Iteration 30Q: 3 clusters Score -704494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -704497.625000 Penalty: 2918.719482
	Iteration 31Q: 3 clusters Score -704497.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -704503.625000 Penalty: 2918.719482
	Iteration 32Q: 3 clusters Score -704503.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -704508.375000 Penalty: 2918.719482
	Iteration 33Q: 3 clusters Score -704508.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -704514.625000 Penalty: 2918.719482
	Iteration 34Q: 3 clusters Score -704514.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -704516.250000 Penalty: 2918.719482
	Iteration 35Q: 3 clusters Score -704516.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -704519.125000 Penalty: 2918.719482
	Iteration 36Q: 3 clusters Score -704519.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -704522.875000 Penalty: 2918.719482
	Iteration 37Q: 3 clusters Score -704522.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -704523.937500 Penalty: 2918.719482
	Iteration 38Q: 3 clusters Score -704523.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -704527.875000 Penalty: 2918.719482
	Iteration 39Q: 3 clusters Score -704527.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -704532.875000 Penalty: 2918.719482
	Iteration 40F: 3 clusters Score -704532.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -704533.437500 Penalty: 2918.719482
	Iteration 41Q: 3 clusters Score -704533.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -704537.000000 Penalty: 2918.719482
	Iteration 42Q: 3 clusters Score -704537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -704537.312500 Penalty: 2918.719482
	Iteration 43Q: 3 clusters Score -704537.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -704537.062500 Penalty: 2918.719482
	Iteration 44Q: 3 clusters Score -704537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -704538.562500 Penalty: 2918.719482
	Iteration 45Q: 3 clusters Score -704538.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -704538.875000 Penalty: 2918.719482
	Iteration 46Q: 3 clusters Score -704538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -704538.375000 Penalty: 2918.719482
	Iteration 47Q: 3 clusters Score -704538.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -704538.375000 Penalty: 2918.719482
	Iteration 48F: 3 clusters Score -704538.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Entering Unmasked Estep 
Score: -276180.281250 Penalty: 1310.911743
	Iteration 0F: 2 clusters Score -276180.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -273346.906250 Penalty: 2621.823486
	Iteration 0F: 3 clusters Score -273346.9 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -274071.031250 Penalty: 2621.823486
	Iteration 1F: 3 clusters Score -274071 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -274296.625000 Penalty: 2621.823486
	Iteration 2F: 3 clusters Score -274296.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -274440.906250 Penalty: 2621.823486
	Iteration 3F: 3 clusters Score -274440.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -274533.093750 Penalty: 2621.823486
	Iteration 4Q: 3 clusters Score -274533.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -274601.531250 Penalty: 2621.823486
	Iteration 5Q: 3 clusters Score -274601.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -274662.781250 Penalty: 2621.823486
	Iteration 6Q: 3 clusters Score -274662.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -274711.593750 Penalty: 2621.823486
	Iteration 7Q: 3 clusters Score -274711.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -274746.468750 Penalty: 2621.823486
	Iteration 8Q: 3 clusters Score -274746.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -274769.843750 Penalty: 2621.823486
	Iteration 9Q: 3 clusters Score -274769.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -274788.125000 Penalty: 2621.823486
	Iteration 10Q: 3 clusters Score -274788.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -274811.937500 Penalty: 2621.823486
	Iteration 11Q: 3 clusters Score -274811.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -274831.718750 Penalty: 2621.823486
	Iteration 12Q: 3 clusters Score -274831.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -274843.062500 Penalty: 2621.823486
	Iteration 13Q: 3 clusters Score -274843.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -274853.343750 Penalty: 2621.823486
	Iteration 14Q: 3 clusters Score -274853.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -274863.937500 Penalty: 2621.823486
	Iteration 15Q: 3 clusters Score -274863.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -274877.437500 Penalty: 2621.823486
	Iteration 16Q: 3 clusters Score -274877.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -274891.187500 Penalty: 2621.823486
	Iteration 17Q: 3 clusters Score -274891.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -274910.656250 Penalty: 2621.823486
	Iteration 18Q: 3 clusters Score -274910.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -274936.281250 Penalty: 2621.823486
	Iteration 19Q: 3 clusters Score -274936.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -274972.687500 Penalty: 2621.823486
	Iteration 20F: 3 clusters Score -274972.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -275014.062500 Penalty: 2621.823486
	Iteration 21Q: 3 clusters Score -275014.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -275063.375000 Penalty: 2621.823486
	Iteration 22Q: 3 clusters Score -275063.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -275125.687500 Penalty: 2621.823486
	Iteration 23Q: 3 clusters Score -275125.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -275191.875000 Penalty: 2621.823486
	Iteration 24Q: 3 clusters Score -275191.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -275262.031250 Penalty: 2621.823486
	Iteration 25Q: 3 clusters Score -275262 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -275326.031250 Penalty: 2621.823486
	Iteration 26Q: 3 clusters Score -275326 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -275371.062500 Penalty: 2621.823486
	Iteration 27Q: 3 clusters Score -275371.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -275411.062500 Penalty: 2621.823486
	Iteration 28Q: 3 clusters Score -275411.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -275441.781250 Penalty: 2621.823486
	Iteration 29Q: 3 clusters Score -275441.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -275463.562500 Penalty: 2621.823486
	Iteration 30Q: 3 clusters Score -275463.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -275486.750000 Penalty: 2621.823486
	Iteration 31Q: 3 clusters Score -275486.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -275509.437500 Penalty: 2621.823486
	Iteration 32Q: 3 clusters Score -275509.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -275530.437500 Penalty: 2621.823486
	Iteration 33Q: 3 clusters Score -275530.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -275546.625000 Penalty: 2621.823486
	Iteration 34Q: 3 clusters Score -275546.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -275555.375000 Penalty: 2621.823486
	Iteration 35Q: 3 clusters Score -275555.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -275564.468750 Penalty: 2621.823486
	Iteration 36Q: 3 clusters Score -275564.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -275572.375000 Penalty: 2621.823486
	Iteration 37Q: 3 clusters Score -275572.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -275582.437500 Penalty: 2621.823486
	Iteration 38Q: 3 clusters Score -275582.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -275593.937500 Penalty: 2621.823486
	Iteration 39Q: 3 clusters Score -275593.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -275605.593750 Penalty: 2621.823486
	Iteration 40F: 3 clusters Score -275605.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -275616.500000 Penalty: 2621.823486
	Iteration 41Q: 3 clusters Score -275616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -275625.281250 Penalty: 2621.823486
	Iteration 42Q: 3 clusters Score -275625.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -275637.531250 Penalty: 2621.823486
	Iteration 43Q: 3 clusters Score -275637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -275651.406250 Penalty: 2621.823486
	Iteration 44Q: 3 clusters Score -275651.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -275666.687500 Penalty: 2621.823486
	Iteration 45Q: 3 clusters Score -275666.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -275695.656250 Penalty: 2621.823486
	Iteration 46Q: 3 clusters Score -275695.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -275712.781250 Penalty: 2621.823486
	Iteration 47Q: 3 clusters Score -275712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -275739.312500 Penalty: 2621.823486
	Iteration 48Q: 3 clusters Score -275739.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -275774.718750 Penalty: 2621.823486
	Iteration 49Q: 3 clusters Score -275774.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -275796.531250 Penalty: 2621.823486
	Iteration 50Q: 3 clusters Score -275796.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -275806.843750 Penalty: 2621.823486
	Iteration 51Q: 3 clusters Score -275806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -275818.968750 Penalty: 2621.823486
	Iteration 52Q: 3 clusters Score -275819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -275821.562500 Penalty: 2621.823486
	Iteration 53Q: 3 clusters Score -275821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -275822.718750 Penalty: 2621.823486
	Iteration 54Q: 3 clusters Score -275822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -275822.718750 Penalty: 2621.823486
	Iteration 55F: 3 clusters Score -275822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Entering Unmasked Estep 
Score: -415168.562500 Penalty: 1367.787109
	Iteration 0F: 2 clusters Score -415168.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -411482.656250 Penalty: 2735.574219
	Iteration 0F: 3 clusters Score -411482.7 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -412475.656250 Penalty: 2735.574219
	Iteration 1F: 3 clusters Score -412475.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -412628.875000 Penalty: 2735.574219
	Iteration 2F: 3 clusters Score -412628.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -412732.937500 Penalty: 2735.574219
	Iteration 3F: 3 clusters Score -412732.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -412807.843750 Penalty: 2735.574219
	Iteration 4Q: 3 clusters Score -412807.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412864.125000 Penalty: 2735.574219
	Iteration 5Q: 3 clusters Score -412864.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -412910.843750 Penalty: 2735.574219
	Iteration 6Q: 3 clusters Score -412910.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -412950.343750 Penalty: 2735.574219
	Iteration 7Q: 3 clusters Score -412950.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -412998.531250 Penalty: 2735.574219
	Iteration 8Q: 3 clusters Score -412998.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -413052.156250 Penalty: 2735.574219
	Iteration 9Q: 3 clusters Score -413052.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -413105.656250 Penalty: 2735.574219
	Iteration 10Q: 3 clusters Score -413105.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -413158.468750 Penalty: 2735.574219
	Iteration 11Q: 3 clusters Score -413158.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -413215.250000 Penalty: 2735.574219
	Iteration 12Q: 3 clusters Score -413215.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -413276.812500 Penalty: 2735.574219
	Iteration 13Q: 3 clusters Score -413276.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -413340.093750 Penalty: 2735.574219
	Iteration 14Q: 3 clusters Score -413340.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -413418.250000 Penalty: 2735.574219
	Iteration 15Q: 3 clusters Score -413418.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -413506.500000 Penalty: 2735.574219
	Iteration 16Q: 3 clusters Score -413506.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -413588.343750 Penalty: 2735.574219
	Iteration 17Q: 3 clusters Score -413588.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -413655.937500 Penalty: 2735.574219
	Iteration 18Q: 3 clusters Score -413655.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -413701.437500 Penalty: 2735.574219
	Iteration 19Q: 3 clusters Score -413701.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -413736.687500 Penalty: 2735.574219
	Iteration 20F: 3 clusters Score -413736.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -413777.562500 Penalty: 2735.574219
	Iteration 21Q: 3 clusters Score -413777.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -413814.937500 Penalty: 2735.574219
	Iteration 22Q: 3 clusters Score -413814.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -413849.968750 Penalty: 2735.574219
	Iteration 23Q: 3 clusters Score -413850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -413878.000000 Penalty: 2735.574219
	Iteration 24Q: 3 clusters Score -413878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -413898.375000 Penalty: 2735.574219
	Iteration 25Q: 3 clusters Score -413898.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -413915.375000 Penalty: 2735.574219
	Iteration 26Q: 3 clusters Score -413915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -413925.031250 Penalty: 2735.574219
	Iteration 27Q: 3 clusters Score -413925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -413931.687500 Penalty: 2735.574219
	Iteration 28Q: 3 clusters Score -413931.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -413938.781250 Penalty: 2735.574219
	Iteration 29Q: 3 clusters Score -413938.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -413945.562500 Penalty: 2735.574219
	Iteration 30Q: 3 clusters Score -413945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -413952.312500 Penalty: 2735.574219
	Iteration 31Q: 3 clusters Score -413952.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -413956.031250 Penalty: 2735.574219
	Iteration 32Q: 3 clusters Score -413956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -413956.406250 Penalty: 2735.574219
	Iteration 33Q: 3 clusters Score -413956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -413959.093750 Penalty: 2735.574219
	Iteration 34Q: 3 clusters Score -413959.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -413959.406250 Penalty: 2735.574219
	Iteration 35Q: 3 clusters Score -413959.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -413960.593750 Penalty: 2735.574219
	Iteration 36Q: 3 clusters Score -413960.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -413961.000000 Penalty: 2735.574219
	Iteration 37Q: 3 clusters Score -413961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -413962.875000 Penalty: 2735.574219
	Iteration 38Q: 3 clusters Score -413962.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -413963.343750 Penalty: 2735.574219
	Iteration 39Q: 3 clusters Score -413963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -413963.187500 Penalty: 2735.574219
	Iteration 40F: 3 clusters Score -413963.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -413963.281250 Penalty: 2735.574219
	Iteration 41Q: 3 clusters Score -413963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -413963.281250 Penalty: 2735.574219
	Iteration 42F: 3 clusters Score -413963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -612112.625000 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -612112.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -606982.625000 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -606982.6 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -608575.250000 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -608575.2 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -608997.250000 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -608997.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -609512.750000 Penalty: 2869.593750
	Iteration 3F: 3 clusters Score -609512.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -610059.250000 Penalty: 2869.593750
	Iteration 4F: 3 clusters Score -610059.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -610526.625000 Penalty: 2869.593750
	Iteration 5F: 3 clusters Score -610526.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -610876.687500 Penalty: 2869.593750
	Iteration 6F: 3 clusters Score -610876.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -611159.375000 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -611159.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -611383.250000 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -611383.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -611560.187500 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -611560.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -611687.062500 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -611687.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -611768.625000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -611768.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -611795.625000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -611795.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -611813.250000 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -611813.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -611824.062500 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -611824.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -611829.812500 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -611829.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -611832.562500 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -611832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -611834.125000 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -611834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -611836.062500 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -611836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -611836.750000 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -611836.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -611839.875000 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -611839.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -611841.562500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -611841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -611843.812500 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -611843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -611844.375000 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -611844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611844.187500 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -611844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -611844.187500 Penalty: 2869.593750
	Iteration 25F: 3 clusters Score -611844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -433081.093750 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -433081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -429174.906250 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -429174.9 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -430204.093750 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -430204.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -430366.375000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -430366.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -430471.281250 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -430471.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -430544.125000 Penalty: 2763.307617
	Iteration 4Q: 3 clusters Score -430544.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -430605.968750 Penalty: 2763.307617
	Iteration 5Q: 3 clusters Score -430606 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -430652.906250 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -430652.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -430689.718750 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -430689.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -430715.593750 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -430715.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -430741.281250 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -430741.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -430765.031250 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -430765 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -430791.812500 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -430791.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -430814.031250 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -430814 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -430842.031250 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -430842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -430873.406250 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -430873.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -430902.968750 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -430903 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -430939.218750 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -430939.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -430979.656250 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -430979.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -431024.468750 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -431024.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -431072.593750 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -431072.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -431124.343750 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -431124.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -431183.187500 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -431183.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -431247.125000 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -431247.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -431314.781250 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -431314.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -431386.187500 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -431386.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -431449.718750 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -431449.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -431503.781250 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -431503.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -431555.875000 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -431555.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -431610.593750 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -431610.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -431656.218750 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -431656.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -431685.437500 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -431685.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -431718.437500 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -431718.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -431743.843750 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -431743.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -431756.125000 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -431756.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -431765.500000 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -431765.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -431775.531250 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -431775.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -431782.937500 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -431782.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -431790.906250 Penalty: 2763.307617
	Iteration 37Q: 3 clusters Score -431790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -431796.687500 Penalty: 2763.307617
	Iteration 38Q: 3 clusters Score -431796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -431803.000000 Penalty: 2763.307617
	Iteration 39Q: 3 clusters Score -431803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -431809.750000 Penalty: 2763.307617
	Iteration 40F: 3 clusters Score -431809.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -431815.062500 Penalty: 2763.307617
	Iteration 41Q: 3 clusters Score -431815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -431818.062500 Penalty: 2763.307617
	Iteration 42Q: 3 clusters Score -431818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -431819.625000 Penalty: 2763.307617
	Iteration 43Q: 3 clusters Score -431819.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -431819.625000 Penalty: 2763.307617
	Iteration 44F: 3 clusters Score -431819.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Entering Unmasked Estep 
Score: -296623.718750 Penalty: 1334.850586
	Iteration 0F: 2 clusters Score -296623.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -293470.031250 Penalty: 2669.701172
	Iteration 0F: 3 clusters Score -293470 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -294402.062500 Penalty: 2669.701172
	Iteration 1F: 3 clusters Score -294402.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294671.437500 Penalty: 2669.701172
	Iteration 2F: 3 clusters Score -294671.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -294915.812500 Penalty: 2669.701172
	Iteration 3F: 3 clusters Score -294915.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -295123.343750 Penalty: 2669.701172
	Iteration 4F: 3 clusters Score -295123.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -295310.218750 Penalty: 2669.701172
	Iteration 5F: 3 clusters Score -295310.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -295454.343750 Penalty: 2669.701172
	Iteration 6Q: 3 clusters Score -295454.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -295537.031250 Penalty: 2669.701172
	Iteration 7Q: 3 clusters Score -295537 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -295589.562500 Penalty: 2669.701172
	Iteration 8Q: 3 clusters Score -295589.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -295625.625000 Penalty: 2669.701172
	Iteration 9Q: 3 clusters Score -295625.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -295649.312500 Penalty: 2669.701172
	Iteration 10Q: 3 clusters Score -295649.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -295664.843750 Penalty: 2669.701172
	Iteration 11Q: 3 clusters Score -295664.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -295676.281250 Penalty: 2669.701172
	Iteration 12Q: 3 clusters Score -295676.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -295686.687500 Penalty: 2669.701172
	Iteration 13Q: 3 clusters Score -295686.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -295696.343750 Penalty: 2669.701172
	Iteration 14Q: 3 clusters Score -295696.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -295701.031250 Penalty: 2669.701172
	Iteration 15Q: 3 clusters Score -295701 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -295703.812500 Penalty: 2669.701172
	Iteration 16Q: 3 clusters Score -295703.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -295704.406250 Penalty: 2669.701172
	Iteration 17Q: 3 clusters Score -295704.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -295705.250000 Penalty: 2669.701172
	Iteration 18Q: 3 clusters Score -295705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -295705.625000 Penalty: 2669.701172
	Iteration 19Q: 3 clusters Score -295705.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -295706.437500 Penalty: 2669.701172
	Iteration 20F: 3 clusters Score -295706.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -295708.281250 Penalty: 2669.701172
	Iteration 21Q: 3 clusters Score -295708.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -295708.593750 Penalty: 2669.701172
	Iteration 22Q: 3 clusters Score -295708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -295709.531250 Penalty: 2669.701172
	Iteration 23Q: 3 clusters Score -295709.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -295711.312500 Penalty: 2669.701172
	Iteration 24Q: 3 clusters Score -295711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -295712.343750 Penalty: 2669.701172
	Iteration 25Q: 3 clusters Score -295712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -295712.843750 Penalty: 2669.701172
	Iteration 26Q: 3 clusters Score -295712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -295713.656250 Penalty: 2669.701172
	Iteration 27Q: 3 clusters Score -295713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -295714.750000 Penalty: 2669.701172
	Iteration 28Q: 3 clusters Score -295714.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -295714.687500 Penalty: 2669.701172
	Iteration 29Q: 3 clusters Score -295714.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -295715.062500 Penalty: 2669.701172
	Iteration 30Q: 3 clusters Score -295715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -295715.156250 Penalty: 2669.701172
	Iteration 31Q: 3 clusters Score -295715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -295715.156250 Penalty: 2669.701172
	Iteration 32F: 3 clusters Score -295715.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 10431 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17181 members 
Mstep: Class 6 contains 18275 members 
Mstep: Class 7 contains 74197 members 
Mstep: Class 8 contains 11203 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5897 members 
Mstep: Class 11 contains 30892 members 
Mstep: Class 12 contains 2369 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 5459 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9925 members 
Mstep: Class 19 contains 7948 members 
Mstep: Class 20 contains 3188 members 
Mstep: Class 21 contains 4524 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4927 members 
Mstep: Class 24 contains 3694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812106.000000 Penalty: 48939.738281
Iteration 79Q: 25 clusters Score -2.481211e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 13433 members 
Mstep: Class 3 contains 10420 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17176 members 
Mstep: Class 6 contains 18278 members 
Mstep: Class 7 contains 74237 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 11 contains 30870 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4847 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9917 members 
Mstep: Class 19 contains 7945 members 
Mstep: Class 20 contains 3218 members 
Mstep: Class 21 contains 4552 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 3699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812120.000000 Penalty: 48939.738281
Iteration 80F: 25 clusters Score -2.481212e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 13845 members 
Mstep: Class 3 contains 10410 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 17161 members 
Mstep: Class 6 contains 18282 members 
Mstep: Class 7 contains 74286 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5851 members 
Mstep: Class 11 contains 30851 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4845 members 
Mstep: Class 15 contains 5460 members 
Mstep: Class 16 contains 1666 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9912 members 
Mstep: Class 19 contains 7939 members 
Mstep: Class 20 contains 3255 members 
Mstep: Class 21 contains 4581 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 3703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812224.000000 Penalty: 48939.738281
Iteration 81Q: 25 clusters Score -2.481222e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30817 members 
Mstep: Class 2 contains 14268 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 17151 members 
Mstep: Class 6 contains 18274 members 
Mstep: Class 7 contains 74327 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5823 members 
Mstep: Class 11 contains 30834 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4838 members 
Mstep: Class 15 contains 5461 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9909 members 
Mstep: Class 19 contains 7937 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 4615 members 
Mstep: Class 22 contains 6816 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812234.000000 Penalty: 48939.738281
Iteration 82Q: 25 clusters Score -2.481223e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 14682 members 
Mstep: Class 3 contains 10394 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17140 members 
Mstep: Class 6 contains 18271 members 
Mstep: Class 7 contains 74360 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 30827 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9901 members 
Mstep: Class 19 contains 7931 members 
Mstep: Class 20 contains 3311 members 
Mstep: Class 21 contains 4652 members 
Mstep: Class 22 contains 6811 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812346.000000 Penalty: 48939.738281
Iteration 83Q: 25 clusters Score -2.481235e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 15097 members 
Mstep: Class 3 contains 10387 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17132 members 
Mstep: Class 6 contains 18273 members 
Mstep: Class 7 contains 74390 members 
Mstep: Class 8 contains 11206 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 30813 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 13 contains 4407 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9888 members 
Mstep: Class 19 contains 7929 members 
Mstep: Class 20 contains 3345 members 
Mstep: Class 21 contains 4693 members 
Mstep: Class 22 contains 6804 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812324.000000 Penalty: 48939.738281
Iteration 84Q: 25 clusters Score -2.481232e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 15500 members 
Mstep: Class 3 contains 10380 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17119 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 7 contains 74416 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5692 members 
Mstep: Class 11 contains 30801 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 4405 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 3389 members 
Mstep: Class 21 contains 4751 members 
Mstep: Class 22 contains 6796 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812446.000000 Penalty: 48939.738281
Iteration 85Q: 25 clusters Score -2.481245e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 15902 members 
Mstep: Class 3 contains 10382 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17107 members 
Mstep: Class 6 contains 18279 members 
Mstep: Class 7 contains 74443 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5635 members 
Mstep: Class 11 contains 30788 members 
Mstep: Class 12 contains 2365 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4831 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9863 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 3433 members 
Mstep: Class 21 contains 4808 members 
Mstep: Class 22 contains 6793 members 
Mstep: Class 23 contains 4926 members 
Mstep: Class 24 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812576.000000 Penalty: 48939.738281
Iteration 86Q: 25 clusters Score -2.481258e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 16270 members 
Mstep: Class 3 contains 10378 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17091 members 
Mstep: Class 6 contains 18288 members 
Mstep: Class 7 contains 74499 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5571 members 
Mstep: Class 11 contains 30780 members 
Mstep: Class 12 contains 2370 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9859 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 3483 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 6790 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 3728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812742.000000 Penalty: 48939.738281
Iteration 87Q: 25 clusters Score -2.481274e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 16645 members 
Mstep: Class 3 contains 10370 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17086 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 74556 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 30773 members 
Mstep: Class 12 contains 2372 members 
Mstep: Class 13 contains 4409 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 5462 members 
Mstep: Class 16 contains 1663 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9853 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 3524 members 
Mstep: Class 21 contains 4914 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 3739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812848.000000 Penalty: 48939.738281
Iteration 88Q: 25 clusters Score -2.481285e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 17005 members 
Mstep: Class 3 contains 10359 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17085 members 
Mstep: Class 6 contains 18295 members 
Mstep: Class 7 contains 74612 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 30765 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 4826 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9851 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 3581 members 
Mstep: Class 21 contains 4957 members 
Mstep: Class 22 contains 6789 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 3757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813034.000000 Penalty: 48939.738281
Iteration 89Q: 25 clusters Score -2.481303e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 17384 members 
Mstep: Class 3 contains 10352 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17091 members 
Mstep: Class 6 contains 18291 members 
Mstep: Class 7 contains 74666 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 30767 members 
Mstep: Class 12 contains 2367 members 
Mstep: Class 13 contains 4408 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 5465 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 3640 members 
Mstep: Class 21 contains 5007 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 3775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813132.000000 Penalty: 48939.738281
Iteration 90Q: 25 clusters Score -2.481313e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 17776 members 
Mstep: Class 3 contains 10345 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 17085 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 74723 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5305 members 
Mstep: Class 11 contains 30770 members 
Mstep: Class 12 contains 2364 members 
Mstep: Class 13 contains 4406 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 5469 members 
Mstep: Class 16 contains 1664 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9850 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 3694 members 
Mstep: Class 21 contains 5088 members 
Mstep: Class 22 contains 6782 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813356.000000 Penalty: 48939.738281
Iteration 91Q: 25 clusters Score -2.481336e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 18218 members 
Mstep: Class 3 contains 10330 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 17079 members 
Mstep: Class 6 contains 18284 members 
Mstep: Class 7 contains 74749 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5234 members 
Mstep: Class 11 contains 30778 members 
Mstep: Class 12 contains 2361 members 
Mstep: Class 13 contains 4404 members 
Mstep: Class 14 contains 4836 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9846 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 5180 members 
Mstep: Class 22 contains 6775 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 3810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813568.000000 Penalty: 48939.738281
Iteration 92Q: 25 clusters Score -2.481357e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 18706 members 
Mstep: Class 3 contains 10314 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17062 members 
Mstep: Class 6 contains 18286 members 
Mstep: Class 7 contains 74763 members 
Mstep: Class 8 contains 11212 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 30784 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 4402 members 
Mstep: Class 14 contains 4833 members 
Mstep: Class 15 contains 5470 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9842 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 3783 members 
Mstep: Class 21 contains 5268 members 
Mstep: Class 22 contains 6769 members 
Mstep: Class 23 contains 4924 members 
Mstep: Class 24 contains 3837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813940.000000 Penalty: 48939.738281
Iteration 93Q: 25 clusters Score -2.481394e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 19191 members 
Mstep: Class 3 contains 10297 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17065 members 
Mstep: Class 6 contains 18285 members 
Mstep: Class 7 contains 74740 members 
Mstep: Class 8 contains 11213 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 30786 members 
Mstep: Class 12 contains 2355 members 
Mstep: Class 13 contains 4401 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9836 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 3844 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 6765 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814182.000000 Penalty: 48939.738281
Iteration 94Q: 25 clusters Score -2.481418e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 19704 members 
Mstep: Class 3 contains 10289 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 17067 members 
Mstep: Class 6 contains 18276 members 
Mstep: Class 7 contains 74713 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 5010 members 
Mstep: Class 11 contains 30787 members 
Mstep: Class 12 contains 2356 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 5474 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9829 members 
Mstep: Class 19 contains 7924 members 
Mstep: Class 20 contains 3884 members 
Mstep: Class 21 contains 5443 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814498.000000 Penalty: 48939.738281
Iteration 95Q: 25 clusters Score -2.48145e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 20271 members 
Mstep: Class 3 contains 10275 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 17081 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 7 contains 74665 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4948 members 
Mstep: Class 11 contains 30778 members 
Mstep: Class 12 contains 2350 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 5475 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9817 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 3921 members 
Mstep: Class 21 contains 5523 members 
Mstep: Class 22 contains 6762 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 3890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814666.000000 Penalty: 48939.738281
Iteration 96Q: 25 clusters Score -2.481467e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 20922 members 
Mstep: Class 3 contains 10262 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 17095 members 
Mstep: Class 6 contains 18272 members 
Mstep: Class 7 contains 74605 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4875 members 
Mstep: Class 11 contains 30767 members 
Mstep: Class 12 contains 2349 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 4827 members 
Mstep: Class 15 contains 5475 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9805 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 5593 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 3907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815016.000000 Penalty: 48939.738281
Iteration 97Q: 25 clusters Score -2.481502e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 21591 members 
Mstep: Class 3 contains 10243 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 17114 members 
Mstep: Class 6 contains 18263 members 
Mstep: Class 7 contains 74508 members 
Mstep: Class 8 contains 11214 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4810 members 
Mstep: Class 11 contains 30759 members 
Mstep: Class 12 contains 2357 members 
Mstep: Class 13 contains 4397 members 
Mstep: Class 14 contains 4820 members 
Mstep: Class 15 contains 5477 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9796 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 4001 members 
Mstep: Class 21 contains 5649 members 
Mstep: Class 22 contains 6759 members 
Mstep: Class 23 contains 4920 members 
Mstep: Class 24 contains 3930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815258.000000 Penalty: 48939.738281
Iteration 98Q: 25 clusters Score -2.481526e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22279 members 
Mstep: Class 3 contains 10214 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 17147 members 
Mstep: Class 6 contains 18263 members 
Mstep: Class 7 contains 74335 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4739 members 
Mstep: Class 11 contains 30754 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 4399 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 5480 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9785 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 4051 members 
Mstep: Class 21 contains 5710 members 
Mstep: Class 22 contains 6758 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 3952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815650.000000 Penalty: 48939.738281
Iteration 99Q: 25 clusters Score -2.481565e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 22894 members 
Mstep: Class 3 contains 10194 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17169 members 
Mstep: Class 6 contains 18274 members 
Mstep: Class 7 contains 74168 members 
Mstep: Class 8 contains 11205 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4673 members 
Mstep: Class 11 contains 30745 members 
Mstep: Class 12 contains 2371 members 
Mstep: Class 13 contains 4398 members 
Mstep: Class 14 contains 4816 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 4102 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 6764 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 3978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815924.000000 Penalty: 48939.738281
Iteration 100F: 25 clusters Score -2.481592e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 23522 members 
Mstep: Class 3 contains 10182 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 17217 members 
Mstep: Class 6 contains 18271 members 
Mstep: Class 7 contains 73995 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4621 members 
Mstep: Class 11 contains 30724 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 4395 members 
Mstep: Class 14 contains 4808 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4158 members 
Mstep: Class 21 contains 5852 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 3991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816278.000000 Penalty: 48939.738281
Iteration 101Q: 25 clusters Score -2.481628e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 24136 members 
Mstep: Class 3 contains 10171 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 17251 members 
Mstep: Class 6 contains 18249 members 
Mstep: Class 7 contains 73803 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4561 members 
Mstep: Class 11 contains 30692 members 
Mstep: Class 12 contains 2376 members 
Mstep: Class 13 contains 4396 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4202 members 
Mstep: Class 21 contains 5928 members 
Mstep: Class 22 contains 6771 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 4018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816538.000000 Penalty: 48939.738281
Iteration 102Q: 25 clusters Score -2.481654e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 24698 members 
Mstep: Class 3 contains 10154 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 17279 members 
Mstep: Class 6 contains 18220 members 
Mstep: Class 7 contains 73604 members 
Mstep: Class 8 contains 11192 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4496 members 
Mstep: Class 11 contains 30668 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 4393 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 4257 members 
Mstep: Class 21 contains 6020 members 
Mstep: Class 22 contains 6779 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816636.000000 Penalty: 48939.738281
Iteration 103Q: 25 clusters Score -2.481664e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 25188 members 
Mstep: Class 3 contains 10141 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17309 members 
Mstep: Class 6 contains 18197 members 
Mstep: Class 7 contains 73406 members 
Mstep: Class 8 contains 11180 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4432 members 
Mstep: Class 11 contains 30636 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 4387 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 4306 members 
Mstep: Class 21 contains 6110 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 4047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816756.000000 Penalty: 48939.738281
Iteration 104Q: 25 clusters Score -2.481676e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 25619 members 
Mstep: Class 3 contains 10128 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 17333 members 
Mstep: Class 6 contains 18177 members 
Mstep: Class 7 contains 73226 members 
Mstep: Class 8 contains 11170 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4378 members 
Mstep: Class 11 contains 30597 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 4383 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 4357 members 
Mstep: Class 21 contains 6191 members 
Mstep: Class 22 contains 6785 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 4062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816866.000000 Penalty: 48939.738281
Iteration 105Q: 25 clusters Score -2.481687e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 26006 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 4898 members 
Mstep: Class 5 contains 17357 members 
Mstep: Class 6 contains 18169 members 
Mstep: Class 7 contains 73070 members 
Mstep: Class 8 contains 11153 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4334 members 
Mstep: Class 11 contains 30570 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 4380 members 
Mstep: Class 14 contains 4712 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 4397 members 
Mstep: Class 21 contains 6258 members 
Mstep: Class 22 contains 6784 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816922.000000 Penalty: 48939.738281
Iteration 106Q: 25 clusters Score -2.481692e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 26332 members 
Mstep: Class 3 contains 10103 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 17367 members 
Mstep: Class 6 contains 18153 members 
Mstep: Class 7 contains 72923 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4288 members 
Mstep: Class 11 contains 30558 members 
Mstep: Class 12 contains 2393 members 
Mstep: Class 13 contains 4376 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 7915 members 
Mstep: Class 20 contains 4434 members 
Mstep: Class 21 contains 6324 members 
Mstep: Class 22 contains 6783 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 4079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24816966.000000 Penalty: 48939.738281
Iteration 107Q: 25 clusters Score -2.481697e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 26613 members 
Mstep: Class 3 contains 10102 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 17394 members 
Mstep: Class 6 contains 18121 members 
Mstep: Class 7 contains 72784 members 
Mstep: Class 8 contains 11115 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4242 members 
Mstep: Class 11 contains 30555 members 
Mstep: Class 12 contains 2395 members 
Mstep: Class 13 contains 4375 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 4467 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 6786 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 4082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817066.000000 Penalty: 48939.738281
Iteration 108Q: 25 clusters Score -2.481707e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 26840 members 
Mstep: Class 3 contains 10093 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 17431 members 
Mstep: Class 6 contains 18111 members 
Mstep: Class 7 contains 72673 members 
Mstep: Class 8 contains 11101 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4193 members 
Mstep: Class 11 contains 30553 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 4367 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 7916 members 
Mstep: Class 20 contains 4486 members 
Mstep: Class 21 contains 6425 members 
Mstep: Class 22 contains 6788 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 4087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817124.000000 Penalty: 48939.738281
Iteration 109Q: 25 clusters Score -2.481712e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 27050 members 
Mstep: Class 3 contains 10082 members 
Mstep: Class 4 contains 4907 members 
Mstep: Class 5 contains 17447 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 72584 members 
Mstep: Class 8 contains 11091 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 30551 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 4366 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 6468 members 
Mstep: Class 22 contains 6791 members 
Mstep: Class 23 contains 4915 members 
Mstep: Class 24 contains 4096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817112.000000 Penalty: 48939.738281
Iteration 110Q: 25 clusters Score -2.481711e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 27220 members 
Mstep: Class 3 contains 10071 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 17467 members 
Mstep: Class 6 contains 18119 members 
Mstep: Class 7 contains 72495 members 
Mstep: Class 8 contains 11082 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 30541 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 4360 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7923 members 
Mstep: Class 20 contains 4503 members 
Mstep: Class 21 contains 6525 members 
Mstep: Class 22 contains 6797 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817220.000000 Penalty: 48939.738281
Iteration 111Q: 25 clusters Score -2.481722e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 27364 members 
Mstep: Class 3 contains 10054 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 17478 members 
Mstep: Class 6 contains 18120 members 
Mstep: Class 7 contains 72427 members 
Mstep: Class 8 contains 11075 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 30536 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 4509 members 
Mstep: Class 21 contains 6585 members 
Mstep: Class 22 contains 6801 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817240.000000 Penalty: 48939.738281
Iteration 112Q: 25 clusters Score -2.481724e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 27500 members 
Mstep: Class 3 contains 10033 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 17491 members 
Mstep: Class 6 contains 18114 members 
Mstep: Class 7 contains 72353 members 
Mstep: Class 8 contains 11072 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 4018 members 
Mstep: Class 11 contains 30533 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4511 members 
Mstep: Class 21 contains 6628 members 
Mstep: Class 22 contains 6805 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817296.000000 Penalty: 48939.738281
Iteration 113Q: 25 clusters Score -2.48173e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 27635 members 
Mstep: Class 3 contains 10024 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17505 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 72279 members 
Mstep: Class 8 contains 11066 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3989 members 
Mstep: Class 11 contains 30527 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 4596 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 7921 members 
Mstep: Class 20 contains 4510 members 
Mstep: Class 21 contains 6663 members 
Mstep: Class 22 contains 6811 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817314.000000 Penalty: 48939.738281
Iteration 114Q: 25 clusters Score -2.481731e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 27729 members 
Mstep: Class 3 contains 10011 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17515 members 
Mstep: Class 6 contains 18117 members 
Mstep: Class 7 contains 72221 members 
Mstep: Class 8 contains 11063 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3957 members 
Mstep: Class 11 contains 30532 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 7922 members 
Mstep: Class 20 contains 4517 members 
Mstep: Class 21 contains 6695 members 
Mstep: Class 22 contains 6814 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817390.000000 Penalty: 48939.738281
Iteration 115Q: 25 clusters Score -2.481739e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 17530 members 
Mstep: Class 6 contains 18128 members 
Mstep: Class 7 contains 72165 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3919 members 
Mstep: Class 11 contains 30525 members 
Mstep: Class 12 contains 2392 members 
Mstep: Class 13 contains 4352 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 6728 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817306.000000 Penalty: 48939.738281
Iteration 116Q: 25 clusters Score -2.481731e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 27891 members 
Mstep: Class 3 contains 9986 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17546 members 
Mstep: Class 6 contains 18136 members 
Mstep: Class 7 contains 72108 members 
Mstep: Class 8 contains 11058 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 11 contains 30516 members 
Mstep: Class 12 contains 2394 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4545 members 
Mstep: Class 21 contains 6770 members 
Mstep: Class 22 contains 6821 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817332.000000 Penalty: 48939.738281
Iteration 117Q: 25 clusters Score -2.481733e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 27959 members 
Mstep: Class 3 contains 9977 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17550 members 
Mstep: Class 6 contains 18144 members 
Mstep: Class 7 contains 72076 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3836 members 
Mstep: Class 11 contains 30504 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 4577 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 7920 members 
Mstep: Class 20 contains 4550 members 
Mstep: Class 21 contains 6817 members 
Mstep: Class 22 contains 6819 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817412.000000 Penalty: 48939.738281
Iteration 118Q: 25 clusters Score -2.481741e+07 nChanged 226
Entering ConstructFrom: 
Score: -24817412.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (18497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Entering Unmasked Estep 
Score: -1676757.625000 Penalty: 1596.621704
	Iteration 0F: 2 clusters Score -1676758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1664257.125000 Penalty: 3193.243408
	Iteration 0F: 3 clusters Score -1664257 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1668989.875000 Penalty: 3193.243408
	Iteration 1F: 3 clusters Score -1668990 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1669695.125000 Penalty: 3193.243408
	Iteration 2F: 3 clusters Score -1669695 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1670568.125000 Penalty: 3193.243408
	Iteration 3F: 3 clusters Score -1670568 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1671677.250000 Penalty: 3193.243408
	Iteration 4F: 3 clusters Score -1671677 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1672827.750000 Penalty: 3193.243408
	Iteration 5F: 3 clusters Score -1672828 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -1673719.750000 Penalty: 3193.243408
	Iteration 6F: 3 clusters Score -1673720 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -1674383.500000 Penalty: 3193.243408
	Iteration 7Q: 3 clusters Score -1674384 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -1674795.875000 Penalty: 3193.243408
	Iteration 8Q: 3 clusters Score -1674796 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -1674999.750000 Penalty: 3193.243408
	Iteration 9Q: 3 clusters Score -1675000 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -1675115.375000 Penalty: 3193.243408
	Iteration 10Q: 3 clusters Score -1675115 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -1675167.750000 Penalty: 3193.243408
	Iteration 11Q: 3 clusters Score -1675168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -1675207.125000 Penalty: 3193.243408
	Iteration 12Q: 3 clusters Score -1675207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1675241.625000 Penalty: 3193.243408
	Iteration 13Q: 3 clusters Score -1675242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1675265.375000 Penalty: 3193.243408
	Iteration 14Q: 3 clusters Score -1675265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -1675293.750000 Penalty: 3193.243408
	Iteration 15Q: 3 clusters Score -1675294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1675307.125000 Penalty: 3193.243408
	Iteration 16Q: 3 clusters Score -1675307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1675318.500000 Penalty: 3193.243408
	Iteration 17Q: 3 clusters Score -1675318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -1675330.875000 Penalty: 3193.243408
	Iteration 18Q: 3 clusters Score -1675331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -1675343.500000 Penalty: 3193.243408
	Iteration 19Q: 3 clusters Score -1675344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -1675352.500000 Penalty: 3193.243408
	Iteration 20F: 3 clusters Score -1675352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1675357.000000 Penalty: 3193.243408
	Iteration 21Q: 3 clusters Score -1675357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -1675357.000000 Penalty: 3193.243408
	Iteration 22F: 3 clusters Score -1675357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Entering Unmasked Estep 
Score: -2613968.000000 Penalty: 1664.103638
	Iteration 0F: 2 clusters Score -2613968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2594943.000000 Penalty: 3328.207275
	Iteration 0F: 3 clusters Score -2594943 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2602067.250000 Penalty: 3328.207275
	Iteration 1F: 3 clusters Score -2602067 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -2602576.750000 Penalty: 3328.207275
	Iteration 2Q: 3 clusters Score -2602577 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2603231.000000 Penalty: 3328.207275
	Iteration 3F: 3 clusters Score -2603231 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -2603972.250000 Penalty: 3328.207275
	Iteration 4F: 3 clusters Score -2603972 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2604851.250000 Penalty: 3328.207275
	Iteration 5F: 3 clusters Score -2604851 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2605936.000000 Penalty: 3328.207275
	Iteration 6F: 3 clusters Score -2605936 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2607264.750000 Penalty: 3328.207275
	Iteration 7F: 3 clusters Score -2607265 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -2608583.250000 Penalty: 3328.207275
	Iteration 8F: 3 clusters Score -2608583 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2609841.000000 Penalty: 3328.207275
	Iteration 9F: 3 clusters Score -2609841 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2610895.750000 Penalty: 3328.207275
	Iteration 10Q: 3 clusters Score -2610896 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2611588.000000 Penalty: 3328.207275
	Iteration 11Q: 3 clusters Score -2611588 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2612013.000000 Penalty: 3328.207275
	Iteration 12Q: 3 clusters Score -2612013 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2612252.000000 Penalty: 3328.207275
	Iteration 13Q: 3 clusters Score -2612252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27459 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2612404.750000 Penalty: 3328.207275
	Iteration 14Q: 3 clusters Score -2612405 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2612475.750000 Penalty: 3328.207275
	Iteration 15Q: 3 clusters Score -2612476 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2612524.250000 Penalty: 3328.207275
	Iteration 16Q: 3 clusters Score -2612524 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2612548.500000 Penalty: 3328.207275
	Iteration 17Q: 3 clusters Score -2612548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2612566.250000 Penalty: 3328.207275
	Iteration 18Q: 3 clusters Score -2612566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2612581.750000 Penalty: 3328.207275
	Iteration 19Q: 3 clusters Score -2612582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2612590.000000 Penalty: 3328.207275
	Iteration 20F: 3 clusters Score -2612590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2612592.000000 Penalty: 3328.207275
	Iteration 21Q: 3 clusters Score -2612592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2612594.750000 Penalty: 3328.207275
	Iteration 22Q: 3 clusters Score -2612595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2612599.500000 Penalty: 3328.207275
	Iteration 23Q: 3 clusters Score -2612600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2612602.000000 Penalty: 3328.207275
	Iteration 24Q: 3 clusters Score -2612602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2612601.750000 Penalty: 3328.207275
	Iteration 25Q: 3 clusters Score -2612602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2612602.000000 Penalty: 3328.207275
	Iteration 26Q: 3 clusters Score -2612602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2612602.250000 Penalty: 3328.207275
	Iteration 27Q: 3 clusters Score -2612602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2612602.250000 Penalty: 3328.207275
	Iteration 28F: 3 clusters Score -2612602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Entering Unmasked Estep 
Score: -878443.312500 Penalty: 1496.078003
	Iteration 0F: 2 clusters Score -878443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -871396.812500 Penalty: 2992.156006
	Iteration 0F: 3 clusters Score -871396.8 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -873743.875000 Penalty: 2992.156006
	Iteration 1F: 3 clusters Score -873743.9 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -874148.312500 Penalty: 2992.156006
	Iteration 2F: 3 clusters Score -874148.3 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -874582.750000 Penalty: 2992.156006
	Iteration 3F: 3 clusters Score -874582.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -875011.125000 Penalty: 2992.156006
	Iteration 4F: 3 clusters Score -875011.1 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -875431.062500 Penalty: 2992.156006
	Iteration 5F: 3 clusters Score -875431.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -875793.687500 Penalty: 2992.156006
	Iteration 6Q: 3 clusters Score -875793.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -876141.000000 Penalty: 2992.156006
	Iteration 7Q: 3 clusters Score -876141 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -876446.125000 Penalty: 2992.156006
	Iteration 8Q: 3 clusters Score -876446.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -876652.000000 Penalty: 2992.156006
	Iteration 9Q: 3 clusters Score -876652 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -876806.062500 Penalty: 2992.156006
	Iteration 10Q: 3 clusters Score -876806.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -876917.312500 Penalty: 2992.156006
	Iteration 11Q: 3 clusters Score -876917.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -877005.375000 Penalty: 2992.156006
	Iteration 12Q: 3 clusters Score -877005.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -877082.625000 Penalty: 2992.156006
	Iteration 13Q: 3 clusters Score -877082.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -877141.687500 Penalty: 2992.156006
	Iteration 14Q: 3 clusters Score -877141.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -877177.812500 Penalty: 2992.156006
	Iteration 15Q: 3 clusters Score -877177.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -877203.687500 Penalty: 2992.156006
	Iteration 16Q: 3 clusters Score -877203.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -877218.312500 Penalty: 2992.156006
	Iteration 17Q: 3 clusters Score -877218.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -877231.562500 Penalty: 2992.156006
	Iteration 18Q: 3 clusters Score -877231.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -877241.562500 Penalty: 2992.156006
	Iteration 19Q: 3 clusters Score -877241.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -877248.875000 Penalty: 2992.156006
	Iteration 20F: 3 clusters Score -877248.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -877252.812500 Penalty: 2992.156006
	Iteration 21Q: 3 clusters Score -877252.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -877259.562500 Penalty: 2992.156006
	Iteration 22Q: 3 clusters Score -877259.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -877265.562500 Penalty: 2992.156006
	Iteration 23Q: 3 clusters Score -877265.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -877272.062500 Penalty: 2992.156006
	Iteration 24Q: 3 clusters Score -877272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -877281.937500 Penalty: 2992.156006
	Iteration 25Q: 3 clusters Score -877281.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -877290.250000 Penalty: 2992.156006
	Iteration 26Q: 3 clusters Score -877290.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -877302.375000 Penalty: 2992.156006
	Iteration 27Q: 3 clusters Score -877302.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -877309.500000 Penalty: 2992.156006
	Iteration 28Q: 3 clusters Score -877309.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -877319.437500 Penalty: 2992.156006
	Iteration 29Q: 3 clusters Score -877319.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -877327.875000 Penalty: 2992.156006
	Iteration 30Q: 3 clusters Score -877327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -877338.312500 Penalty: 2992.156006
	Iteration 31Q: 3 clusters Score -877338.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -877344.062500 Penalty: 2992.156006
	Iteration 32Q: 3 clusters Score -877344.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -877355.250000 Penalty: 2992.156006
	Iteration 33Q: 3 clusters Score -877355.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -877362.562500 Penalty: 2992.156006
	Iteration 34Q: 3 clusters Score -877362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -877364.437500 Penalty: 2992.156006
	Iteration 35Q: 3 clusters Score -877364.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -877366.750000 Penalty: 2992.156006
	Iteration 36Q: 3 clusters Score -877366.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -877369.812500 Penalty: 2992.156006
	Iteration 37Q: 3 clusters Score -877369.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -877367.750000 Penalty: 2992.156006
	Iteration 38Q: 3 clusters Score -877367.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -877371.187500 Penalty: 2992.156006
	Iteration 39Q: 3 clusters Score -877371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -877373.187500 Penalty: 2992.156006
	Iteration 40F: 3 clusters Score -877373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Entering Unmasked Estep 
Score: -453979.375000 Penalty: 1381.059082
	Iteration 0F: 2 clusters Score -453979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -450065.500000 Penalty: 2762.118164
	Iteration 0F: 3 clusters Score -450065.5 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -451166.750000 Penalty: 2762.118164
	Iteration 1F: 3 clusters Score -451166.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -451337.843750 Penalty: 2762.118164
	Iteration 2F: 3 clusters Score -451337.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -451455.812500 Penalty: 2762.118164
	Iteration 3Q: 3 clusters Score -451455.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -451545.593750 Penalty: 2762.118164
	Iteration 4Q: 3 clusters Score -451545.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -451617.187500 Penalty: 2762.118164
	Iteration 5Q: 3 clusters Score -451617.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -451665.312500 Penalty: 2762.118164
	Iteration 6Q: 3 clusters Score -451665.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -451717.375000 Penalty: 2762.118164
	Iteration 7Q: 3 clusters Score -451717.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -451765.875000 Penalty: 2762.118164
	Iteration 8Q: 3 clusters Score -451765.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -451815.125000 Penalty: 2762.118164
	Iteration 9Q: 3 clusters Score -451815.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -451866.906250 Penalty: 2762.118164
	Iteration 10Q: 3 clusters Score -451866.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -451919.750000 Penalty: 2762.118164
	Iteration 11Q: 3 clusters Score -451919.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -451973.281250 Penalty: 2762.118164
	Iteration 12Q: 3 clusters Score -451973.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -452024.531250 Penalty: 2762.118164
	Iteration 13Q: 3 clusters Score -452024.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -452085.156250 Penalty: 2762.118164
	Iteration 14Q: 3 clusters Score -452085.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -452142.687500 Penalty: 2762.118164
	Iteration 15Q: 3 clusters Score -452142.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -452200.812500 Penalty: 2762.118164
	Iteration 16Q: 3 clusters Score -452200.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -452259.562500 Penalty: 2762.118164
	Iteration 17Q: 3 clusters Score -452259.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -452324.218750 Penalty: 2762.118164
	Iteration 18Q: 3 clusters Score -452324.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -452399.062500 Penalty: 2762.118164
	Iteration 19Q: 3 clusters Score -452399.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -452480.968750 Penalty: 2762.118164
	Iteration 20F: 3 clusters Score -452481 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -452554.750000 Penalty: 2762.118164
	Iteration 21Q: 3 clusters Score -452554.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -452615.593750 Penalty: 2762.118164
	Iteration 22Q: 3 clusters Score -452615.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -452651.125000 Penalty: 2762.118164
	Iteration 23Q: 3 clusters Score -452651.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -452681.843750 Penalty: 2762.118164
	Iteration 24Q: 3 clusters Score -452681.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -452710.312500 Penalty: 2762.118164
	Iteration 25Q: 3 clusters Score -452710.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -452732.218750 Penalty: 2762.118164
	Iteration 26Q: 3 clusters Score -452732.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -452752.562500 Penalty: 2762.118164
	Iteration 27Q: 3 clusters Score -452752.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -452770.625000 Penalty: 2762.118164
	Iteration 28Q: 3 clusters Score -452770.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -452785.625000 Penalty: 2762.118164
	Iteration 29Q: 3 clusters Score -452785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -452793.406250 Penalty: 2762.118164
	Iteration 30Q: 3 clusters Score -452793.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -452797.437500 Penalty: 2762.118164
	Iteration 31Q: 3 clusters Score -452797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -452807.750000 Penalty: 2762.118164
	Iteration 32Q: 3 clusters Score -452807.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -452814.312500 Penalty: 2762.118164
	Iteration 33Q: 3 clusters Score -452814.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -452816.875000 Penalty: 2762.118164
	Iteration 34Q: 3 clusters Score -452816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -452819.906250 Penalty: 2762.118164
	Iteration 35Q: 3 clusters Score -452819.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -452824.968750 Penalty: 2762.118164
	Iteration 36Q: 3 clusters Score -452825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -452826.656250 Penalty: 2762.118164
	Iteration 37Q: 3 clusters Score -452826.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -452828.968750 Penalty: 2762.118164
	Iteration 38Q: 3 clusters Score -452829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -452829.875000 Penalty: 2762.118164
	Iteration 39Q: 3 clusters Score -452829.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -452830.250000 Penalty: 2762.118164
	Iteration 40F: 3 clusters Score -452830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -452830.406250 Penalty: 2762.118164
	Iteration 41Q: 3 clusters Score -452830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -452830.781250 Penalty: 2762.118164
	Iteration 42Q: 3 clusters Score -452830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -452830.781250 Penalty: 2762.118164
	Iteration 43F: 3 clusters Score -452830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (17559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Entering Unmasked Estep 
Score: -1600514.375000 Penalty: 1588.164795
	Iteration 0F: 2 clusters Score -1600514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1588434.625000 Penalty: 3176.329590
	Iteration 0F: 3 clusters Score -1588435 nChanged 7841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1592599.250000 Penalty: 3176.329590
	Iteration 1F: 3 clusters Score -1592599 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1592943.250000 Penalty: 3176.329590
	Iteration 2F: 3 clusters Score -1592943 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1593269.250000 Penalty: 3176.329590
	Iteration 3F: 3 clusters Score -1593269 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1593561.625000 Penalty: 3176.329590
	Iteration 4Q: 3 clusters Score -1593562 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1593913.750000 Penalty: 3176.329590
	Iteration 5Q: 3 clusters Score -1593914 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1594378.250000 Penalty: 3176.329590
	Iteration 6F: 3 clusters Score -1594378 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1594998.375000 Penalty: 3176.329590
	Iteration 7F: 3 clusters Score -1594998 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1595784.000000 Penalty: 3176.329590
	Iteration 8F: 3 clusters Score -1595784 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1596610.000000 Penalty: 3176.329590
	Iteration 9F: 3 clusters Score -1596610 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1597458.500000 Penalty: 3176.329590
	Iteration 10F: 3 clusters Score -1597458 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1598141.375000 Penalty: 3176.329590
	Iteration 11Q: 3 clusters Score -1598141 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1598565.500000 Penalty: 3176.329590
	Iteration 12Q: 3 clusters Score -1598566 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1598823.375000 Penalty: 3176.329590
	Iteration 13Q: 3 clusters Score -1598823 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1598947.000000 Penalty: 3176.329590
	Iteration 14Q: 3 clusters Score -1598947 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1599030.000000 Penalty: 3176.329590
	Iteration 15Q: 3 clusters Score -1599030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1599070.875000 Penalty: 3176.329590
	Iteration 16Q: 3 clusters Score -1599071 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1599085.625000 Penalty: 3176.329590
	Iteration 17Q: 3 clusters Score -1599086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1599090.000000 Penalty: 3176.329590
	Iteration 18Q: 3 clusters Score -1599090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1599090.500000 Penalty: 3176.329590
	Iteration 19Q: 3 clusters Score -1599090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1599091.625000 Penalty: 3176.329590
	Iteration 20F: 3 clusters Score -1599092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Entering Unmasked Estep 
Score: -1680595.500000 Penalty: 1593.624878
	Iteration 0F: 2 clusters Score -1680596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1668076.875000 Penalty: 3187.249756
	Iteration 0F: 3 clusters Score -1668077 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1672915.500000 Penalty: 3187.249756
	Iteration 1F: 3 clusters Score -1672916 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1673515.375000 Penalty: 3187.249756
	Iteration 2F: 3 clusters Score -1673515 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1674252.750000 Penalty: 3187.249756
	Iteration 3F: 3 clusters Score -1674253 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1675145.750000 Penalty: 3187.249756
	Iteration 4F: 3 clusters Score -1675146 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1676010.250000 Penalty: 3187.249756
	Iteration 5F: 3 clusters Score -1676010 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1676791.000000 Penalty: 3187.249756
	Iteration 6F: 3 clusters Score -1676791 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1677385.000000 Penalty: 3187.249756
	Iteration 7Q: 3 clusters Score -1677385 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1677843.125000 Penalty: 3187.249756
	Iteration 8Q: 3 clusters Score -1677843 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1678142.750000 Penalty: 3187.249756
	Iteration 9Q: 3 clusters Score -1678143 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1678367.750000 Penalty: 3187.249756
	Iteration 10Q: 3 clusters Score -1678368 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -1678538.000000 Penalty: 3187.249756
	Iteration 11Q: 3 clusters Score -1678538 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -1678717.500000 Penalty: 3187.249756
	Iteration 12Q: 3 clusters Score -1678718 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1678857.000000 Penalty: 3187.249756
	Iteration 13Q: 3 clusters Score -1678857 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -1678971.750000 Penalty: 3187.249756
	Iteration 14Q: 3 clusters Score -1678972 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1679045.000000 Penalty: 3187.249756
	Iteration 15Q: 3 clusters Score -1679045 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -1679087.875000 Penalty: 3187.249756
	Iteration 16Q: 3 clusters Score -1679088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -1679113.875000 Penalty: 3187.249756
	Iteration 17Q: 3 clusters Score -1679114 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1679133.000000 Penalty: 3187.249756
	Iteration 18Q: 3 clusters Score -1679133 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1679146.375000 Penalty: 3187.249756
	Iteration 19Q: 3 clusters Score -1679146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -1679156.375000 Penalty: 3187.249756
	Iteration 20F: 3 clusters Score -1679156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1679168.375000 Penalty: 3187.249756
	Iteration 21Q: 3 clusters Score -1679168 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1679176.500000 Penalty: 3187.249756
	Iteration 22Q: 3 clusters Score -1679176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -1679183.750000 Penalty: 3187.249756
	Iteration 23Q: 3 clusters Score -1679184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1679187.000000 Penalty: 3187.249756
	Iteration 24Q: 3 clusters Score -1679187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1679196.500000 Penalty: 3187.249756
	Iteration 25Q: 3 clusters Score -1679196 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -1679198.750000 Penalty: 3187.249756
	Iteration 26Q: 3 clusters Score -1679199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1679201.500000 Penalty: 3187.249756
	Iteration 27Q: 3 clusters Score -1679202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -1679200.250000 Penalty: 3187.249756
	Iteration 28Q: 3 clusters Score -1679200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1679203.375000 Penalty: 3187.249756
	Iteration 29Q: 3 clusters Score -1679203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1679206.500000 Penalty: 3187.249756
	Iteration 30Q: 3 clusters Score -1679206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1679204.000000 Penalty: 3187.249756
	Iteration 31Q: 3 clusters Score -1679204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1679208.500000 Penalty: 3187.249756
	Iteration 32Q: 3 clusters Score -1679208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1679212.125000 Penalty: 3187.249756
	Iteration 33Q: 3 clusters Score -1679212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1679209.750000 Penalty: 3187.249756
	Iteration 34Q: 3 clusters Score -1679210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1679212.000000 Penalty: 3187.249756
	Iteration 35Q: 3 clusters Score -1679212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -1679214.500000 Penalty: 3187.249756
	Iteration 36Q: 3 clusters Score -1679214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1679214.125000 Penalty: 3187.249756
	Iteration 37Q: 3 clusters Score -1679214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1679214.250000 Penalty: 3187.249756
	Iteration 38Q: 3 clusters Score -1679214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1679217.375000 Penalty: 3187.249756
	Iteration 39Q: 3 clusters Score -1679217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1679220.250000 Penalty: 3187.249756
	Iteration 40F: 3 clusters Score -1679220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -1679218.750000 Penalty: 3187.249756
	Iteration 41Q: 3 clusters Score -1679219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1679219.500000 Penalty: 3187.249756
	Iteration 42Q: 3 clusters Score -1679220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -1679221.000000 Penalty: 3187.249756
	Iteration 43Q: 3 clusters Score -1679221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -1679218.250000 Penalty: 3187.249756
	Iteration 44Q: 3 clusters Score -1679218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1679218.375000 Penalty: 3187.249756
	Iteration 45Q: 3 clusters Score -1679218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1679222.625000 Penalty: 3187.249756
	Iteration 46Q: 3 clusters Score -1679223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1679222.250000 Penalty: 3187.249756
	Iteration 47Q: 3 clusters Score -1679222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -1679222.250000 Penalty: 3187.249756
	Iteration 48F: 3 clusters Score -1679222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (72044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72044 members 
Entering Unmasked Estep 
Score: -6671051.500000 Penalty: 1817.567627
	Iteration 0F: 2 clusters Score -6671052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6623208.500000 Penalty: 3635.135254
	Iteration 0F: 3 clusters Score -6623208 nChanged 34355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -6644063.000000 Penalty: 3635.135254
	Iteration 1F: 3 clusters Score -6644063 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -6645690.000000 Penalty: 3635.135254
	Iteration 2F: 3 clusters Score -6645690 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -6648093.500000 Penalty: 3635.135254
	Iteration 3F: 3 clusters Score -6648094 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -6651504.500000 Penalty: 3635.135254
	Iteration 4F: 3 clusters Score -6651504 nChanged 5465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -6655723.500000 Penalty: 3635.135254
	Iteration 5F: 3 clusters Score -6655724 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -6660463.000000 Penalty: 3635.135254
	Iteration 6F: 3 clusters Score -6660463 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66670 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -6664540.500000 Penalty: 3635.135254
	Iteration 7F: 3 clusters Score -6664540 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69323 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -6667069.500000 Penalty: 3635.135254
	Iteration 8Q: 3 clusters Score -6667070 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70750 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -6668472.500000 Penalty: 3635.135254
	Iteration 9Q: 3 clusters Score -6668472 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71355 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6669070.000000 Penalty: 3635.135254
	Iteration 10Q: 3 clusters Score -6669070 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71557 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6669319.000000 Penalty: 3635.135254
	Iteration 11Q: 3 clusters Score -6669319 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6669427.000000 Penalty: 3635.135254
	Iteration 12Q: 3 clusters Score -6669427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71683 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6669484.000000 Penalty: 3635.135254
	Iteration 13Q: 3 clusters Score -6669484 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71706 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6669526.000000 Penalty: 3635.135254
	Iteration 14Q: 3 clusters Score -6669526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6669548.000000 Penalty: 3635.135254
	Iteration 15Q: 3 clusters Score -6669548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6669566.000000 Penalty: 3635.135254
	Iteration 16Q: 3 clusters Score -6669566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71735 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6669577.500000 Penalty: 3635.135254
	Iteration 17Q: 3 clusters Score -6669578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71729 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6669587.500000 Penalty: 3635.135254
	Iteration 18Q: 3 clusters Score -6669588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6669603.000000 Penalty: 3635.135254
	Iteration 19Q: 3 clusters Score -6669603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6669605.000000 Penalty: 3635.135254
	Iteration 20F: 3 clusters Score -6669605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6669613.000000 Penalty: 3635.135254
	Iteration 21Q: 3 clusters Score -6669613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6669619.000000 Penalty: 3635.135254
	Iteration 22Q: 3 clusters Score -6669619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71725 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -6669617.500000 Penalty: 3635.135254
	Iteration 23Q: 3 clusters Score -6669618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6669620.000000 Penalty: 3635.135254
	Iteration 24Q: 3 clusters Score -6669620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71723 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6669622.500000 Penalty: 3635.135254
	Iteration 25Q: 3 clusters Score -6669622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6669626.500000 Penalty: 3635.135254
	Iteration 26Q: 3 clusters Score -6669626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6669629.500000 Penalty: 3635.135254
	Iteration 27Q: 3 clusters Score -6669630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6669635.000000 Penalty: 3635.135254
	Iteration 28Q: 3 clusters Score -6669635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6669632.500000 Penalty: 3635.135254
	Iteration 29Q: 3 clusters Score -6669632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71718 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6669633.000000 Penalty: 3635.135254
	Iteration 30Q: 3 clusters Score -6669633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6669637.500000 Penalty: 3635.135254
	Iteration 31Q: 3 clusters Score -6669638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6669636.000000 Penalty: 3635.135254
	Iteration 32Q: 3 clusters Score -6669636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6669642.500000 Penalty: 3635.135254
	Iteration 33Q: 3 clusters Score -6669642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6669641.000000 Penalty: 3635.135254
	Iteration 34Q: 3 clusters Score -6669641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6669642.000000 Penalty: 3635.135254
	Iteration 35Q: 3 clusters Score -6669642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6669646.000000 Penalty: 3635.135254
	Iteration 36Q: 3 clusters Score -6669646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6669645.000000 Penalty: 3635.135254
	Iteration 37Q: 3 clusters Score -6669645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6669646.500000 Penalty: 3635.135254
	Iteration 38Q: 3 clusters Score -6669646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71719 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6669654.000000 Penalty: 3635.135254
	Iteration 39Q: 3 clusters Score -6669654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6669653.500000 Penalty: 3635.135254
	Iteration 40F: 3 clusters Score -6669654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71714 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6669653.500000 Penalty: 3635.135254
	Iteration 41Q: 3 clusters Score -6669654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71713 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6669656.000000 Penalty: 3635.135254
	Iteration 42Q: 3 clusters Score -6669656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6669657.000000 Penalty: 3635.135254
	Iteration 43Q: 3 clusters Score -6669657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6669657.000000 Penalty: 3635.135254
	Iteration 44F: 3 clusters Score -6669657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -974073.125000 Penalty: 1512.919800
	Iteration 0F: 2 clusters Score -974073.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -966271.750000 Penalty: 3025.839600
	Iteration 0F: 3 clusters Score -966271.8 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -968761.000000 Penalty: 3025.839600
	Iteration 1F: 3 clusters Score -968761 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -968999.000000 Penalty: 3025.839600
	Iteration 2F: 3 clusters Score -968999 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -969175.000000 Penalty: 3025.839600
	Iteration 3Q: 3 clusters Score -969175 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -969317.562500 Penalty: 3025.839600
	Iteration 4Q: 3 clusters Score -969317.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -969458.125000 Penalty: 3025.839600
	Iteration 5Q: 3 clusters Score -969458.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -969608.062500 Penalty: 3025.839600
	Iteration 6Q: 3 clusters Score -969608.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -969782.375000 Penalty: 3025.839600
	Iteration 7Q: 3 clusters Score -969782.4 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -969987.687500 Penalty: 3025.839600
	Iteration 8Q: 3 clusters Score -969987.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -970226.812500 Penalty: 3025.839600
	Iteration 9Q: 3 clusters Score -970226.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -970463.750000 Penalty: 3025.839600
	Iteration 10Q: 3 clusters Score -970463.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -970670.250000 Penalty: 3025.839600
	Iteration 11Q: 3 clusters Score -970670.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -970921.500000 Penalty: 3025.839600
	Iteration 12Q: 3 clusters Score -970921.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -971159.125000 Penalty: 3025.839600
	Iteration 13Q: 3 clusters Score -971159.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -971372.562500 Penalty: 3025.839600
	Iteration 14Q: 3 clusters Score -971372.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -971585.937500 Penalty: 3025.839600
	Iteration 15Q: 3 clusters Score -971585.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -971791.500000 Penalty: 3025.839600
	Iteration 16Q: 3 clusters Score -971791.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -971972.250000 Penalty: 3025.839600
	Iteration 17Q: 3 clusters Score -971972.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -972141.000000 Penalty: 3025.839600
	Iteration 18Q: 3 clusters Score -972141 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -972298.187500 Penalty: 3025.839600
	Iteration 19Q: 3 clusters Score -972298.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -972438.000000 Penalty: 3025.839600
	Iteration 20F: 3 clusters Score -972438 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -972542.375000 Penalty: 3025.839600
	Iteration 21Q: 3 clusters Score -972542.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -972616.812500 Penalty: 3025.839600
	Iteration 22Q: 3 clusters Score -972616.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -972661.500000 Penalty: 3025.839600
	Iteration 23Q: 3 clusters Score -972661.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -972698.000000 Penalty: 3025.839600
	Iteration 24Q: 3 clusters Score -972698 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -972725.625000 Penalty: 3025.839600
	Iteration 25Q: 3 clusters Score -972725.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -972736.437500 Penalty: 3025.839600
	Iteration 26Q: 3 clusters Score -972736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -972744.625000 Penalty: 3025.839600
	Iteration 27Q: 3 clusters Score -972744.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -972754.375000 Penalty: 3025.839600
	Iteration 28Q: 3 clusters Score -972754.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -972759.250000 Penalty: 3025.839600
	Iteration 29Q: 3 clusters Score -972759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -972761.000000 Penalty: 3025.839600
	Iteration 30Q: 3 clusters Score -972761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -972761.062500 Penalty: 3025.839600
	Iteration 31Q: 3 clusters Score -972761.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -972762.687500 Penalty: 3025.839600
	Iteration 32Q: 3 clusters Score -972762.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -972763.250000 Penalty: 3025.839600
	Iteration 33Q: 3 clusters Score -972763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -972763.125000 Penalty: 3025.839600
	Iteration 34Q: 3 clusters Score -972763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -972763.125000 Penalty: 3025.839600
	Iteration 35F: 3 clusters Score -972763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -62649.773438 Penalty: 1078.554443
	Iteration 0F: 2 clusters Score -62649.77 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 372 members 
Entering Unmasked Estep 
Score: -61362.453125 Penalty: 2157.108887
	Iteration 0F: 3 clusters Score -61362.45 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -61551.722656 Penalty: 2157.108887
	Iteration 1F: 3 clusters Score -61551.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61619.296875 Penalty: 2157.108887
	Iteration 2F: 3 clusters Score -61619.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61648.199219 Penalty: 2157.108887
	Iteration 3Q: 3 clusters Score -61648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -61666.195312 Penalty: 2157.108887
	Iteration 4Q: 3 clusters Score -61666.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61679.945312 Penalty: 2157.108887
	Iteration 5Q: 3 clusters Score -61679.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61692.968750 Penalty: 2157.108887
	Iteration 6Q: 3 clusters Score -61692.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -61697.824219 Penalty: 2157.108887
	Iteration 7Q: 3 clusters Score -61697.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -61706.707031 Penalty: 2157.108887
	Iteration 8Q: 3 clusters Score -61706.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61712.593750 Penalty: 2157.108887
	Iteration 9Q: 3 clusters Score -61712.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -61714.429688 Penalty: 2157.108887
	Iteration 10Q: 3 clusters Score -61714.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61717.312500 Penalty: 2157.108887
	Iteration 11Q: 3 clusters Score -61717.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -61717.312500 Penalty: 2157.108887
	Iteration 12F: 3 clusters Score -61717.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Entering Unmasked Estep 
Score: -338082.312500 Penalty: 1339.234009
	Iteration 0F: 2 clusters Score -338082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -334861.437500 Penalty: 2678.468018
	Iteration 0F: 3 clusters Score -334861.4 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -335688.625000 Penalty: 2678.468018
	Iteration 1F: 3 clusters Score -335688.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -335838.000000 Penalty: 2678.468018
	Iteration 2F: 3 clusters Score -335838 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -335944.500000 Penalty: 2678.468018
	Iteration 3Q: 3 clusters Score -335944.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -336040.968750 Penalty: 2678.468018
	Iteration 4Q: 3 clusters Score -336041 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -336140.406250 Penalty: 2678.468018
	Iteration 5Q: 3 clusters Score -336140.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -336221.531250 Penalty: 2678.468018
	Iteration 6Q: 3 clusters Score -336221.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -336287.968750 Penalty: 2678.468018
	Iteration 7Q: 3 clusters Score -336288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -336371.562500 Penalty: 2678.468018
	Iteration 8Q: 3 clusters Score -336371.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -336459.531250 Penalty: 2678.468018
	Iteration 9Q: 3 clusters Score -336459.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -336555.687500 Penalty: 2678.468018
	Iteration 10Q: 3 clusters Score -336555.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -336659.625000 Penalty: 2678.468018
	Iteration 11Q: 3 clusters Score -336659.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -336744.593750 Penalty: 2678.468018
	Iteration 12Q: 3 clusters Score -336744.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -336824.718750 Penalty: 2678.468018
	Iteration 13Q: 3 clusters Score -336824.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -336906.437500 Penalty: 2678.468018
	Iteration 14Q: 3 clusters Score -336906.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -336989.875000 Penalty: 2678.468018
	Iteration 15Q: 3 clusters Score -336989.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -337055.125000 Penalty: 2678.468018
	Iteration 16Q: 3 clusters Score -337055.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -337121.656250 Penalty: 2678.468018
	Iteration 17Q: 3 clusters Score -337121.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -337194.750000 Penalty: 2678.468018
	Iteration 18Q: 3 clusters Score -337194.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -337290.093750 Penalty: 2678.468018
	Iteration 19Q: 3 clusters Score -337290.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -337412.906250 Penalty: 2678.468018
	Iteration 20F: 3 clusters Score -337412.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -337520.437500 Penalty: 2678.468018
	Iteration 21Q: 3 clusters Score -337520.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -337579.250000 Penalty: 2678.468018
	Iteration 22Q: 3 clusters Score -337579.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -337609.000000 Penalty: 2678.468018
	Iteration 23Q: 3 clusters Score -337609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -337623.125000 Penalty: 2678.468018
	Iteration 24Q: 3 clusters Score -337623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -337628.843750 Penalty: 2678.468018
	Iteration 25Q: 3 clusters Score -337628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -337630.843750 Penalty: 2678.468018
	Iteration 26Q: 3 clusters Score -337630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -337630.875000 Penalty: 2678.468018
	Iteration 27Q: 3 clusters Score -337630.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -337631.031250 Penalty: 2678.468018
	Iteration 28Q: 3 clusters Score -337631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -337631.031250 Penalty: 2678.468018
	Iteration 29F: 3 clusters Score -337631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Entering Unmasked Estep 
Score: -2738866.500000 Penalty: 1677.837524
	Iteration 0F: 2 clusters Score -2738866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2718440.250000 Penalty: 3355.675049
	Iteration 0F: 3 clusters Score -2718440 nChanged 13919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2726083.750000 Penalty: 3355.675049
	Iteration 1F: 3 clusters Score -2726084 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2726465.000000 Penalty: 3355.675049
	Iteration 2Q: 3 clusters Score -2726465 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2726778.750000 Penalty: 3355.675049
	Iteration 3Q: 3 clusters Score -2726779 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2727115.500000 Penalty: 3355.675049
	Iteration 4Q: 3 clusters Score -2727116 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2727513.500000 Penalty: 3355.675049
	Iteration 5Q: 3 clusters Score -2727514 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -2727942.750000 Penalty: 3355.675049
	Iteration 6Q: 3 clusters Score -2727943 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2728445.250000 Penalty: 3355.675049
	Iteration 7Q: 3 clusters Score -2728445 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2729017.500000 Penalty: 3355.675049
	Iteration 8Q: 3 clusters Score -2729018 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2729764.000000 Penalty: 3355.675049
	Iteration 9Q: 3 clusters Score -2729764 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2730721.750000 Penalty: 3355.675049
	Iteration 10Q: 3 clusters Score -2730722 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -2731695.500000 Penalty: 3355.675049
	Iteration 11F: 3 clusters Score -2731696 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2732416.250000 Penalty: 3355.675049
	Iteration 12Q: 3 clusters Score -2732416 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -2732788.000000 Penalty: 3355.675049
	Iteration 13Q: 3 clusters Score -2732788 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2732925.000000 Penalty: 3355.675049
	Iteration 14Q: 3 clusters Score -2732925 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2733015.500000 Penalty: 3355.675049
	Iteration 15Q: 3 clusters Score -2733016 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2733089.250000 Penalty: 3355.675049
	Iteration 16Q: 3 clusters Score -2733089 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2733141.500000 Penalty: 3355.675049
	Iteration 17Q: 3 clusters Score -2733142 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2733194.250000 Penalty: 3355.675049
	Iteration 18Q: 3 clusters Score -2733194 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2733266.500000 Penalty: 3355.675049
	Iteration 19Q: 3 clusters Score -2733266 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2733326.750000 Penalty: 3355.675049
	Iteration 20F: 3 clusters Score -2733327 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2733397.000000 Penalty: 3355.675049
	Iteration 21Q: 3 clusters Score -2733397 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2733458.000000 Penalty: 3355.675049
	Iteration 22Q: 3 clusters Score -2733458 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2733545.500000 Penalty: 3355.675049
	Iteration 23Q: 3 clusters Score -2733546 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -2733626.750000 Penalty: 3355.675049
	Iteration 24Q: 3 clusters Score -2733627 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2733702.000000 Penalty: 3355.675049
	Iteration 25Q: 3 clusters Score -2733702 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2733789.500000 Penalty: 3355.675049
	Iteration 26Q: 3 clusters Score -2733790 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2733900.500000 Penalty: 3355.675049
	Iteration 27Q: 3 clusters Score -2733900 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2734021.500000 Penalty: 3355.675049
	Iteration 28Q: 3 clusters Score -2734022 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2734182.750000 Penalty: 3355.675049
	Iteration 29Q: 3 clusters Score -2734183 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2734343.500000 Penalty: 3355.675049
	Iteration 30Q: 3 clusters Score -2734344 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -2734544.000000 Penalty: 3355.675049
	Iteration 31Q: 3 clusters Score -2734544 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2734766.500000 Penalty: 3355.675049
	Iteration 32Q: 3 clusters Score -2734766 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -2734998.000000 Penalty: 3355.675049
	Iteration 33Q: 3 clusters Score -2734998 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2735257.000000 Penalty: 3355.675049
	Iteration 34Q: 3 clusters Score -2735257 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2735531.250000 Penalty: 3355.675049
	Iteration 35Q: 3 clusters Score -2735531 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2735805.000000 Penalty: 3355.675049
	Iteration 36Q: 3 clusters Score -2735805 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2736057.250000 Penalty: 3355.675049
	Iteration 37Q: 3 clusters Score -2736057 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2736295.750000 Penalty: 3355.675049
	Iteration 38Q: 3 clusters Score -2736296 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2736523.250000 Penalty: 3355.675049
	Iteration 39Q: 3 clusters Score -2736523 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2736746.750000 Penalty: 3355.675049
	Iteration 40F: 3 clusters Score -2736747 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2736921.750000 Penalty: 3355.675049
	Iteration 41Q: 3 clusters Score -2736922 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2737056.750000 Penalty: 3355.675049
	Iteration 42Q: 3 clusters Score -2737057 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28799 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2737185.750000 Penalty: 3355.675049
	Iteration 43Q: 3 clusters Score -2737186 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2737263.000000 Penalty: 3355.675049
	Iteration 44Q: 3 clusters Score -2737263 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2737327.000000 Penalty: 3355.675049
	Iteration 45Q: 3 clusters Score -2737327 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2737363.250000 Penalty: 3355.675049
	Iteration 46Q: 3 clusters Score -2737363 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29261 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2737390.000000 Penalty: 3355.675049
	Iteration 47Q: 3 clusters Score -2737390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2737421.750000 Penalty: 3355.675049
	Iteration 48Q: 3 clusters Score -2737422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2737443.750000 Penalty: 3355.675049
	Iteration 49Q: 3 clusters Score -2737444 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2737456.000000 Penalty: 3355.675049
	Iteration 50Q: 3 clusters Score -2737456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2737475.750000 Penalty: 3355.675049
	Iteration 51Q: 3 clusters Score -2737476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2737490.250000 Penalty: 3355.675049
	Iteration 52Q: 3 clusters Score -2737490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2737505.250000 Penalty: 3355.675049
	Iteration 53Q: 3 clusters Score -2737505 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2737518.500000 Penalty: 3355.675049
	Iteration 54Q: 3 clusters Score -2737518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2737521.250000 Penalty: 3355.675049
	Iteration 55Q: 3 clusters Score -2737521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2737521.500000 Penalty: 3355.675049
	Iteration 56Q: 3 clusters Score -2737522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2737524.250000 Penalty: 3355.675049
	Iteration 57Q: 3 clusters Score -2737524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2737536.250000 Penalty: 3355.675049
	Iteration 58Q: 3 clusters Score -2737536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2737541.750000 Penalty: 3355.675049
	Iteration 59Q: 3 clusters Score -2737542 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2737553.250000 Penalty: 3355.675049
	Iteration 60F: 3 clusters Score -2737553 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2737560.750000 Penalty: 3355.675049
	Iteration 61Q: 3 clusters Score -2737561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2737568.250000 Penalty: 3355.675049
	Iteration 62Q: 3 clusters Score -2737568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2737581.000000 Penalty: 3355.675049
	Iteration 63Q: 3 clusters Score -2737581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2737590.250000 Penalty: 3355.675049
	Iteration 64Q: 3 clusters Score -2737590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2737596.000000 Penalty: 3355.675049
	Iteration 65Q: 3 clusters Score -2737596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2737595.750000 Penalty: 3355.675049
	Iteration 66Q: 3 clusters Score -2737596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2737596.750000 Penalty: 3355.675049
	Iteration 67Q: 3 clusters Score -2737597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2737601.250000 Penalty: 3355.675049
	Iteration 68Q: 3 clusters Score -2737601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2737600.500000 Penalty: 3355.675049
	Iteration 69Q: 3 clusters Score -2737600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2737601.000000 Penalty: 3355.675049
	Iteration 70Q: 3 clusters Score -2737601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2737603.750000 Penalty: 3355.675049
	Iteration 71Q: 3 clusters Score -2737604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2737603.250000 Penalty: 3355.675049
	Iteration 72Q: 3 clusters Score -2737603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2737604.750000 Penalty: 3355.675049
	Iteration 73Q: 3 clusters Score -2737605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2737604.750000 Penalty: 3355.675049
	Iteration 74F: 3 clusters Score -2737605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -209745.281250 Penalty: 1264.570679
	Iteration 0F: 2 clusters Score -209745.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -207381.234375 Penalty: 2529.141357
	Iteration 0F: 3 clusters Score -207381.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -207888.859375 Penalty: 2529.141357
	Iteration 1F: 3 clusters Score -207888.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -208044.218750 Penalty: 2529.141357
	Iteration 2F: 3 clusters Score -208044.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -208142.906250 Penalty: 2529.141357
	Iteration 3F: 3 clusters Score -208142.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -208208.437500 Penalty: 2529.141357
	Iteration 4Q: 3 clusters Score -208208.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -208251.093750 Penalty: 2529.141357
	Iteration 5Q: 3 clusters Score -208251.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208290.578125 Penalty: 2529.141357
	Iteration 6Q: 3 clusters Score -208290.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -208322.187500 Penalty: 2529.141357
	Iteration 7Q: 3 clusters Score -208322.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -208355.968750 Penalty: 2529.141357
	Iteration 8Q: 3 clusters Score -208356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208390.140625 Penalty: 2529.141357
	Iteration 9Q: 3 clusters Score -208390.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -208419.968750 Penalty: 2529.141357
	Iteration 10Q: 3 clusters Score -208420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208438.796875 Penalty: 2529.141357
	Iteration 11Q: 3 clusters Score -208438.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -208460.859375 Penalty: 2529.141357
	Iteration 12Q: 3 clusters Score -208460.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -208491.109375 Penalty: 2529.141357
	Iteration 13Q: 3 clusters Score -208491.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -208521.593750 Penalty: 2529.141357
	Iteration 14Q: 3 clusters Score -208521.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208553.968750 Penalty: 2529.141357
	Iteration 15Q: 3 clusters Score -208554 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -208585.718750 Penalty: 2529.141357
	Iteration 16Q: 3 clusters Score -208585.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -208622.750000 Penalty: 2529.141357
	Iteration 17Q: 3 clusters Score -208622.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -208654.937500 Penalty: 2529.141357
	Iteration 18Q: 3 clusters Score -208654.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -208689.281250 Penalty: 2529.141357
	Iteration 19Q: 3 clusters Score -208689.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -208718.578125 Penalty: 2529.141357
	Iteration 20F: 3 clusters Score -208718.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208736.031250 Penalty: 2529.141357
	Iteration 21Q: 3 clusters Score -208736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -208755.796875 Penalty: 2529.141357
	Iteration 22Q: 3 clusters Score -208755.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -208780.875000 Penalty: 2529.141357
	Iteration 23Q: 3 clusters Score -208780.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -208797.531250 Penalty: 2529.141357
	Iteration 24Q: 3 clusters Score -208797.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -208811.937500 Penalty: 2529.141357
	Iteration 25Q: 3 clusters Score -208811.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -208821.296875 Penalty: 2529.141357
	Iteration 26Q: 3 clusters Score -208821.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -208831.000000 Penalty: 2529.141357
	Iteration 27Q: 3 clusters Score -208831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -208837.921875 Penalty: 2529.141357
	Iteration 28Q: 3 clusters Score -208837.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -208844.328125 Penalty: 2529.141357
	Iteration 29Q: 3 clusters Score -208844.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -208850.156250 Penalty: 2529.141357
	Iteration 30Q: 3 clusters Score -208850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -208853.937500 Penalty: 2529.141357
	Iteration 31Q: 3 clusters Score -208853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -208856.125000 Penalty: 2529.141357
	Iteration 32Q: 3 clusters Score -208856.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -208860.375000 Penalty: 2529.141357
	Iteration 33Q: 3 clusters Score -208860.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -208864.828125 Penalty: 2529.141357
	Iteration 34Q: 3 clusters Score -208864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -208865.265625 Penalty: 2529.141357
	Iteration 35Q: 3 clusters Score -208865.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -208865.890625 Penalty: 2529.141357
	Iteration 36Q: 3 clusters Score -208865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -208866.484375 Penalty: 2529.141357
	Iteration 37Q: 3 clusters Score -208866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -208867.234375 Penalty: 2529.141357
	Iteration 38Q: 3 clusters Score -208867.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -208867.234375 Penalty: 2529.141357
	Iteration 39F: 3 clusters Score -208867.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Entering Unmasked Estep 
Score: -384788.343750 Penalty: 1361.637817
	Iteration 0F: 2 clusters Score -384788.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -381231.062500 Penalty: 2723.275635
	Iteration 0F: 3 clusters Score -381231.1 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -382180.750000 Penalty: 2723.275635
	Iteration 1F: 3 clusters Score -382180.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -382342.750000 Penalty: 2723.275635
	Iteration 2F: 3 clusters Score -382342.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -382493.500000 Penalty: 2723.275635
	Iteration 3F: 3 clusters Score -382493.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -382649.406250 Penalty: 2723.275635
	Iteration 4F: 3 clusters Score -382649.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -382783.437500 Penalty: 2723.275635
	Iteration 5Q: 3 clusters Score -382783.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -382906.062500 Penalty: 2723.275635
	Iteration 6Q: 3 clusters Score -382906.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -383007.312500 Penalty: 2723.275635
	Iteration 7Q: 3 clusters Score -383007.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -383123.468750 Penalty: 2723.275635
	Iteration 8Q: 3 clusters Score -383123.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -383223.968750 Penalty: 2723.275635
	Iteration 9Q: 3 clusters Score -383224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -383310.812500 Penalty: 2723.275635
	Iteration 10Q: 3 clusters Score -383310.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -383382.750000 Penalty: 2723.275635
	Iteration 11Q: 3 clusters Score -383382.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -383444.281250 Penalty: 2723.275635
	Iteration 12Q: 3 clusters Score -383444.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -383490.375000 Penalty: 2723.275635
	Iteration 13Q: 3 clusters Score -383490.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -383549.406250 Penalty: 2723.275635
	Iteration 14Q: 3 clusters Score -383549.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -383641.968750 Penalty: 2723.275635
	Iteration 15Q: 3 clusters Score -383642 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -383716.718750 Penalty: 2723.275635
	Iteration 16Q: 3 clusters Score -383716.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -383773.968750 Penalty: 2723.275635
	Iteration 17Q: 3 clusters Score -383774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -383816.312500 Penalty: 2723.275635
	Iteration 18Q: 3 clusters Score -383816.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -383848.062500 Penalty: 2723.275635
	Iteration 19Q: 3 clusters Score -383848.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -383878.968750 Penalty: 2723.275635
	Iteration 20F: 3 clusters Score -383879 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -383909.250000 Penalty: 2723.275635
	Iteration 21Q: 3 clusters Score -383909.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -383933.125000 Penalty: 2723.275635
	Iteration 22Q: 3 clusters Score -383933.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -383952.593750 Penalty: 2723.275635
	Iteration 23Q: 3 clusters Score -383952.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -383961.062500 Penalty: 2723.275635
	Iteration 24Q: 3 clusters Score -383961.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -383968.343750 Penalty: 2723.275635
	Iteration 25Q: 3 clusters Score -383968.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -383983.781250 Penalty: 2723.275635
	Iteration 26Q: 3 clusters Score -383983.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -383996.687500 Penalty: 2723.275635
	Iteration 27Q: 3 clusters Score -383996.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -384005.031250 Penalty: 2723.275635
	Iteration 28Q: 3 clusters Score -384005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -384008.593750 Penalty: 2723.275635
	Iteration 29Q: 3 clusters Score -384008.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -384013.718750 Penalty: 2723.275635
	Iteration 30Q: 3 clusters Score -384013.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -384020.000000 Penalty: 2723.275635
	Iteration 31Q: 3 clusters Score -384020 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -384026.812500 Penalty: 2723.275635
	Iteration 32Q: 3 clusters Score -384026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -384030.468750 Penalty: 2723.275635
	Iteration 33Q: 3 clusters Score -384030.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -384034.187500 Penalty: 2723.275635
	Iteration 34Q: 3 clusters Score -384034.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -384038.281250 Penalty: 2723.275635
	Iteration 35Q: 3 clusters Score -384038.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -384042.875000 Penalty: 2723.275635
	Iteration 36Q: 3 clusters Score -384042.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -384045.406250 Penalty: 2723.275635
	Iteration 37Q: 3 clusters Score -384045.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -384045.406250 Penalty: 2723.275635
	Iteration 38F: 3 clusters Score -384045.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -413150.531250 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -413150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -409392.156250 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -409392.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -410420.437500 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -410420.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -410616.625000 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -410616.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -410738.281250 Penalty: 2739.430664
	Iteration 3F: 3 clusters Score -410738.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -410847.500000 Penalty: 2739.430664
	Iteration 4Q: 3 clusters Score -410847.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -410938.656250 Penalty: 2739.430664
	Iteration 5Q: 3 clusters Score -410938.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -411025.750000 Penalty: 2739.430664
	Iteration 6Q: 3 clusters Score -411025.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -411098.062500 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -411098.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -411152.250000 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -411152.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -411213.812500 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -411213.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -411259.656250 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -411259.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -411291.125000 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -411291.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -411325.218750 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -411325.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -411362.500000 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -411362.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -411401.906250 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -411401.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -411437.875000 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -411437.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -411464.812500 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -411464.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -411490.718750 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -411490.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -411512.687500 Penalty: 2739.430664
	Iteration 18Q: 3 clusters Score -411512.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -411534.843750 Penalty: 2739.430664
	Iteration 19Q: 3 clusters Score -411534.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -411550.468750 Penalty: 2739.430664
	Iteration 20F: 3 clusters Score -411550.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -411567.031250 Penalty: 2739.430664
	Iteration 21Q: 3 clusters Score -411567 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -411582.312500 Penalty: 2739.430664
	Iteration 22Q: 3 clusters Score -411582.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -411602.968750 Penalty: 2739.430664
	Iteration 23Q: 3 clusters Score -411603 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -411632.625000 Penalty: 2739.430664
	Iteration 24Q: 3 clusters Score -411632.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -411661.875000 Penalty: 2739.430664
	Iteration 25Q: 3 clusters Score -411661.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -411692.031250 Penalty: 2739.430664
	Iteration 26Q: 3 clusters Score -411692 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -411723.125000 Penalty: 2739.430664
	Iteration 27Q: 3 clusters Score -411723.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -411753.875000 Penalty: 2739.430664
	Iteration 28Q: 3 clusters Score -411753.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -411784.125000 Penalty: 2739.430664
	Iteration 29Q: 3 clusters Score -411784.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -411825.281250 Penalty: 2739.430664
	Iteration 30Q: 3 clusters Score -411825.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -411860.937500 Penalty: 2739.430664
	Iteration 31Q: 3 clusters Score -411860.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -411889.031250 Penalty: 2739.430664
	Iteration 32Q: 3 clusters Score -411889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -411911.343750 Penalty: 2739.430664
	Iteration 33Q: 3 clusters Score -411911.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -411930.625000 Penalty: 2739.430664
	Iteration 34Q: 3 clusters Score -411930.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -411948.812500 Penalty: 2739.430664
	Iteration 35Q: 3 clusters Score -411948.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -411964.812500 Penalty: 2739.430664
	Iteration 36Q: 3 clusters Score -411964.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -411980.093750 Penalty: 2739.430664
	Iteration 37Q: 3 clusters Score -411980.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -411995.687500 Penalty: 2739.430664
	Iteration 38Q: 3 clusters Score -411995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -412004.937500 Penalty: 2739.430664
	Iteration 39Q: 3 clusters Score -412004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -412012.375000 Penalty: 2739.430664
	Iteration 40F: 3 clusters Score -412012.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -412016.875000 Penalty: 2739.430664
	Iteration 41Q: 3 clusters Score -412016.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -412019.468750 Penalty: 2739.430664
	Iteration 42Q: 3 clusters Score -412019.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -412024.812500 Penalty: 2739.430664
	Iteration 43Q: 3 clusters Score -412024.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -412028.156250 Penalty: 2739.430664
	Iteration 44Q: 3 clusters Score -412028.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -412030.625000 Penalty: 2739.430664
	Iteration 45Q: 3 clusters Score -412030.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -412034.000000 Penalty: 2739.430664
	Iteration 46Q: 3 clusters Score -412034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -412035.812500 Penalty: 2739.430664
	Iteration 47Q: 3 clusters Score -412035.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -412037.468750 Penalty: 2739.430664
	Iteration 48Q: 3 clusters Score -412037.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -412037.562500 Penalty: 2739.430664
	Iteration 49Q: 3 clusters Score -412037.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -412037.750000 Penalty: 2739.430664
	Iteration 50Q: 3 clusters Score -412037.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -412039.125000 Penalty: 2739.430664
	Iteration 51Q: 3 clusters Score -412039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -412040.375000 Penalty: 2739.430664
	Iteration 52Q: 3 clusters Score -412040.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -412040.343750 Penalty: 2739.430664
	Iteration 53Q: 3 clusters Score -412040.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -412040.343750 Penalty: 2739.430664
	Iteration 54F: 3 clusters Score -412040.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Entering Unmasked Estep 
Score: -491066.031250 Penalty: 1399.295288
	Iteration 0F: 2 clusters Score -491066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -486734.437500 Penalty: 2798.590576
	Iteration 0F: 3 clusters Score -486734.4 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -488054.156250 Penalty: 2798.590576
	Iteration 1F: 3 clusters Score -488054.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -488352.625000 Penalty: 2798.590576
	Iteration 2F: 3 clusters Score -488352.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -488663.375000 Penalty: 2798.590576
	Iteration 3F: 3 clusters Score -488663.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -488945.062500 Penalty: 2798.590576
	Iteration 4F: 3 clusters Score -488945.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -489190.687500 Penalty: 2798.590576
	Iteration 5F: 3 clusters Score -489190.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -489404.218750 Penalty: 2798.590576
	Iteration 6Q: 3 clusters Score -489404.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -489535.781250 Penalty: 2798.590576
	Iteration 7Q: 3 clusters Score -489535.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -489628.718750 Penalty: 2798.590576
	Iteration 8Q: 3 clusters Score -489628.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -489679.812500 Penalty: 2798.590576
	Iteration 9Q: 3 clusters Score -489679.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -489709.062500 Penalty: 2798.590576
	Iteration 10Q: 3 clusters Score -489709.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -489727.562500 Penalty: 2798.590576
	Iteration 11Q: 3 clusters Score -489727.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -489741.281250 Penalty: 2798.590576
	Iteration 12Q: 3 clusters Score -489741.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -489754.750000 Penalty: 2798.590576
	Iteration 13Q: 3 clusters Score -489754.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -489765.468750 Penalty: 2798.590576
	Iteration 14Q: 3 clusters Score -489765.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -489771.812500 Penalty: 2798.590576
	Iteration 15Q: 3 clusters Score -489771.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -489780.187500 Penalty: 2798.590576
	Iteration 16Q: 3 clusters Score -489780.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -489787.593750 Penalty: 2798.590576
	Iteration 17Q: 3 clusters Score -489787.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -489789.812500 Penalty: 2798.590576
	Iteration 18Q: 3 clusters Score -489789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -489793.593750 Penalty: 2798.590576
	Iteration 19Q: 3 clusters Score -489793.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -489796.281250 Penalty: 2798.590576
	Iteration 20F: 3 clusters Score -489796.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -489798.500000 Penalty: 2798.590576
	Iteration 21Q: 3 clusters Score -489798.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -489800.500000 Penalty: 2798.590576
	Iteration 22Q: 3 clusters Score -489800.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -489801.781250 Penalty: 2798.590576
	Iteration 23Q: 3 clusters Score -489801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -489803.406250 Penalty: 2798.590576
	Iteration 24Q: 3 clusters Score -489803.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -489803.312500 Penalty: 2798.590576
	Iteration 25Q: 3 clusters Score -489803.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -489804.031250 Penalty: 2798.590576
	Iteration 26Q: 3 clusters Score -489804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -489805.281250 Penalty: 2798.590576
	Iteration 27Q: 3 clusters Score -489805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -489805.000000 Penalty: 2798.590576
	Iteration 28Q: 3 clusters Score -489805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -489805.562500 Penalty: 2798.590576
	Iteration 29Q: 3 clusters Score -489805.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -489805.562500 Penalty: 2798.590576
	Iteration 30F: 3 clusters Score -489805.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -128622.296875 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -128622.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -126785.953125 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -126786 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -127249.882812 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -127249.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -127440.523438 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -127440.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -127601.179688 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -127601.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -127730.304688 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -127730.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -127865.023438 Penalty: 2408.559326
	Iteration 5Q: 3 clusters Score -127865 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -127932.375000 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -127932.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -127981.460938 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -127981.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -128041.382812 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -128041.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128093.234375 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -128093.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -128126.375000 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -128126.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -128144.632812 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -128144.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -128161.375000 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -128161.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -128177.750000 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -128177.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -128202.195312 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -128202.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -128226.250000 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -128226.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -128234.125000 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -128234.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -128241.992188 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -128242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -128267.226562 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -128267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -128280.453125 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -128280.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -128291.632812 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -128291.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -128297.921875 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -128297.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -128301.914062 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -128301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -128303.429688 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -128303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -128305.742188 Penalty: 2408.559326
	Iteration 24Q: 3 clusters Score -128305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -128307.968750 Penalty: 2408.559326
	Iteration 25Q: 3 clusters Score -128308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128309.031250 Penalty: 2408.559326
	Iteration 26Q: 3 clusters Score -128309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128309.960938 Penalty: 2408.559326
	Iteration 27Q: 3 clusters Score -128310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128310.656250 Penalty: 2408.559326
	Iteration 28Q: 3 clusters Score -128310.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -128310.656250 Penalty: 2408.559326
	Iteration 29F: 3 clusters Score -128310.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Entering Unmasked Estep 
Score: -258694.734375 Penalty: 1301.467407
	Iteration 0F: 2 clusters Score -258694.7 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 1481 members 
Entering Unmasked Estep 
Score: -255956.046875 Penalty: 2602.934814
	Iteration 0F: 3 clusters Score -255956 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -256690.750000 Penalty: 2602.934814
	Iteration 1F: 3 clusters Score -256690.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -256866.062500 Penalty: 2602.934814
	Iteration 2F: 3 clusters Score -256866.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -256993.843750 Penalty: 2602.934814
	Iteration 3F: 3 clusters Score -256993.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -257148.437500 Penalty: 2602.934814
	Iteration 4F: 3 clusters Score -257148.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -257301.578125 Penalty: 2602.934814
	Iteration 5F: 3 clusters Score -257301.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -257432.953125 Penalty: 2602.934814
	Iteration 6F: 3 clusters Score -257433 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -257525.562500 Penalty: 2602.934814
	Iteration 7Q: 3 clusters Score -257525.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -257603.156250 Penalty: 2602.934814
	Iteration 8Q: 3 clusters Score -257603.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -257658.531250 Penalty: 2602.934814
	Iteration 9Q: 3 clusters Score -257658.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -257704.140625 Penalty: 2602.934814
	Iteration 10Q: 3 clusters Score -257704.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -257744.593750 Penalty: 2602.934814
	Iteration 11Q: 3 clusters Score -257744.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -257779.078125 Penalty: 2602.934814
	Iteration 12Q: 3 clusters Score -257779.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -257809.078125 Penalty: 2602.934814
	Iteration 13Q: 3 clusters Score -257809.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -257829.421875 Penalty: 2602.934814
	Iteration 14Q: 3 clusters Score -257829.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -257843.343750 Penalty: 2602.934814
	Iteration 15Q: 3 clusters Score -257843.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -257857.218750 Penalty: 2602.934814
	Iteration 16Q: 3 clusters Score -257857.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -257867.546875 Penalty: 2602.934814
	Iteration 17Q: 3 clusters Score -257867.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -257873.500000 Penalty: 2602.934814
	Iteration 18Q: 3 clusters Score -257873.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -257878.046875 Penalty: 2602.934814
	Iteration 19Q: 3 clusters Score -257878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -257883.078125 Penalty: 2602.934814
	Iteration 20F: 3 clusters Score -257883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -257886.828125 Penalty: 2602.934814
	Iteration 21Q: 3 clusters Score -257886.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -257888.390625 Penalty: 2602.934814
	Iteration 22Q: 3 clusters Score -257888.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -257889.718750 Penalty: 2602.934814
	Iteration 23Q: 3 clusters Score -257889.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -257890.328125 Penalty: 2602.934814
	Iteration 24Q: 3 clusters Score -257890.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -257890.328125 Penalty: 2602.934814
	Iteration 25F: 3 clusters Score -257890.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Entering Unmasked Estep 
Score: -901894.375000 Penalty: 1492.999023
	Iteration 0F: 2 clusters Score -901894.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -894871.937500 Penalty: 2985.998047
	Iteration 0F: 3 clusters Score -894871.9 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -897127.187500 Penalty: 2985.998047
	Iteration 1F: 3 clusters Score -897127.2 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -897408.312500 Penalty: 2985.998047
	Iteration 2F: 3 clusters Score -897408.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -897701.875000 Penalty: 2985.998047
	Iteration 3F: 3 clusters Score -897701.9 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -898008.687500 Penalty: 2985.998047
	Iteration 4F: 3 clusters Score -898008.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -898311.312500 Penalty: 2985.998047
	Iteration 5F: 3 clusters Score -898311.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -898627.187500 Penalty: 2985.998047
	Iteration 6F: 3 clusters Score -898627.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -898931.375000 Penalty: 2985.998047
	Iteration 7F: 3 clusters Score -898931.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -899261.937500 Penalty: 2985.998047
	Iteration 8F: 3 clusters Score -899261.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -899584.937500 Penalty: 2985.998047
	Iteration 9Q: 3 clusters Score -899584.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -899846.375000 Penalty: 2985.998047
	Iteration 10Q: 3 clusters Score -899846.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -900063.500000 Penalty: 2985.998047
	Iteration 11Q: 3 clusters Score -900063.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -900241.062500 Penalty: 2985.998047
	Iteration 12Q: 3 clusters Score -900241.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -900407.812500 Penalty: 2985.998047
	Iteration 13Q: 3 clusters Score -900407.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -900519.875000 Penalty: 2985.998047
	Iteration 14Q: 3 clusters Score -900519.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -900575.312500 Penalty: 2985.998047
	Iteration 15Q: 3 clusters Score -900575.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -900614.062500 Penalty: 2985.998047
	Iteration 16Q: 3 clusters Score -900614.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -900648.437500 Penalty: 2985.998047
	Iteration 17Q: 3 clusters Score -900648.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -900677.562500 Penalty: 2985.998047
	Iteration 18Q: 3 clusters Score -900677.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -900697.375000 Penalty: 2985.998047
	Iteration 19Q: 3 clusters Score -900697.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -900713.750000 Penalty: 2985.998047
	Iteration 20F: 3 clusters Score -900713.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -900724.625000 Penalty: 2985.998047
	Iteration 21Q: 3 clusters Score -900724.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -900733.187500 Penalty: 2985.998047
	Iteration 22Q: 3 clusters Score -900733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -900742.187500 Penalty: 2985.998047
	Iteration 23Q: 3 clusters Score -900742.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -900742.375000 Penalty: 2985.998047
	Iteration 24Q: 3 clusters Score -900742.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -900751.500000 Penalty: 2985.998047
	Iteration 25Q: 3 clusters Score -900751.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -900752.875000 Penalty: 2985.998047
	Iteration 26Q: 3 clusters Score -900752.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -900755.312500 Penalty: 2985.998047
	Iteration 27Q: 3 clusters Score -900755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -900756.562500 Penalty: 2985.998047
	Iteration 28Q: 3 clusters Score -900756.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -900757.500000 Penalty: 2985.998047
	Iteration 29Q: 3 clusters Score -900757.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -900759.812500 Penalty: 2985.998047
	Iteration 30Q: 3 clusters Score -900759.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -900762.062500 Penalty: 2985.998047
	Iteration 31Q: 3 clusters Score -900762.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -900764.750000 Penalty: 2985.998047
	Iteration 32Q: 3 clusters Score -900764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -900766.062500 Penalty: 2985.998047
	Iteration 33Q: 3 clusters Score -900766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -900766.687500 Penalty: 2985.998047
	Iteration 34Q: 3 clusters Score -900766.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -900765.062500 Penalty: 2985.998047
	Iteration 35Q: 3 clusters Score -900765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -900768.375000 Penalty: 2985.998047
	Iteration 36Q: 3 clusters Score -900768.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -900770.437500 Penalty: 2985.998047
	Iteration 37Q: 3 clusters Score -900770.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -900768.625000 Penalty: 2985.998047
	Iteration 38Q: 3 clusters Score -900768.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -900768.687500 Penalty: 2985.998047
	Iteration 39Q: 3 clusters Score -900768.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -900771.875000 Penalty: 2985.998047
	Iteration 40F: 3 clusters Score -900771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -900770.687500 Penalty: 2985.998047
	Iteration 41Q: 3 clusters Score -900770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -900771.937500 Penalty: 2985.998047
	Iteration 42Q: 3 clusters Score -900771.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -900774.125000 Penalty: 2985.998047
	Iteration 43Q: 3 clusters Score -900774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -900775.562500 Penalty: 2985.998047
	Iteration 44Q: 3 clusters Score -900775.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -900778.500000 Penalty: 2985.998047
	Iteration 45Q: 3 clusters Score -900778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -900779.000000 Penalty: 2985.998047
	Iteration 46Q: 3 clusters Score -900779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -900779.937500 Penalty: 2985.998047
	Iteration 47Q: 3 clusters Score -900779.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -900778.625000 Penalty: 2985.998047
	Iteration 48Q: 3 clusters Score -900778.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -900782.750000 Penalty: 2985.998047
	Iteration 49Q: 3 clusters Score -900782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -900781.687500 Penalty: 2985.998047
	Iteration 50Q: 3 clusters Score -900781.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -900781.687500 Penalty: 2985.998047
	Iteration 51F: 3 clusters Score -900781.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Entering Unmasked Estep 
Score: -702552.875000 Penalty: 1458.704224
	Iteration 0F: 2 clusters Score -702552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -696669.812500 Penalty: 2917.408447
	Iteration 0F: 3 clusters Score -696669.8 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -698505.937500 Penalty: 2917.408447
	Iteration 1F: 3 clusters Score -698505.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -698858.312500 Penalty: 2917.408447
	Iteration 2F: 3 clusters Score -698858.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -699270.937500 Penalty: 2917.408447
	Iteration 3F: 3 clusters Score -699270.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -699743.437500 Penalty: 2917.408447
	Iteration 4F: 3 clusters Score -699743.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -700262.000000 Penalty: 2917.408447
	Iteration 5F: 3 clusters Score -700262 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -700716.875000 Penalty: 2917.408447
	Iteration 6F: 3 clusters Score -700716.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -700971.562500 Penalty: 2917.408447
	Iteration 7F: 3 clusters Score -700971.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -701117.250000 Penalty: 2917.408447
	Iteration 8Q: 3 clusters Score -701117.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -701201.187500 Penalty: 2917.408447
	Iteration 9Q: 3 clusters Score -701201.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -701249.750000 Penalty: 2917.408447
	Iteration 10Q: 3 clusters Score -701249.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -701284.937500 Penalty: 2917.408447
	Iteration 11Q: 3 clusters Score -701284.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -701304.562500 Penalty: 2917.408447
	Iteration 12Q: 3 clusters Score -701304.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -701320.562500 Penalty: 2917.408447
	Iteration 13Q: 3 clusters Score -701320.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -701332.375000 Penalty: 2917.408447
	Iteration 14Q: 3 clusters Score -701332.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -701350.625000 Penalty: 2917.408447
	Iteration 15Q: 3 clusters Score -701350.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -701371.125000 Penalty: 2917.408447
	Iteration 16Q: 3 clusters Score -701371.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -701390.812500 Penalty: 2917.408447
	Iteration 17Q: 3 clusters Score -701390.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -701408.625000 Penalty: 2917.408447
	Iteration 18Q: 3 clusters Score -701408.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -701425.062500 Penalty: 2917.408447
	Iteration 19Q: 3 clusters Score -701425.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -701435.312500 Penalty: 2917.408447
	Iteration 20F: 3 clusters Score -701435.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -701447.750000 Penalty: 2917.408447
	Iteration 21Q: 3 clusters Score -701447.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -701458.187500 Penalty: 2917.408447
	Iteration 22Q: 3 clusters Score -701458.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -701469.562500 Penalty: 2917.408447
	Iteration 23Q: 3 clusters Score -701469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -701475.437500 Penalty: 2917.408447
	Iteration 24Q: 3 clusters Score -701475.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -701485.312500 Penalty: 2917.408447
	Iteration 25Q: 3 clusters Score -701485.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -701494.062500 Penalty: 2917.408447
	Iteration 26Q: 3 clusters Score -701494.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -701500.687500 Penalty: 2917.408447
	Iteration 27Q: 3 clusters Score -701500.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -701512.875000 Penalty: 2917.408447
	Iteration 28Q: 3 clusters Score -701512.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -701523.812500 Penalty: 2917.408447
	Iteration 29Q: 3 clusters Score -701523.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -701529.437500 Penalty: 2917.408447
	Iteration 30Q: 3 clusters Score -701529.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -701539.187500 Penalty: 2917.408447
	Iteration 31Q: 3 clusters Score -701539.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -701549.875000 Penalty: 2917.408447
	Iteration 32Q: 3 clusters Score -701549.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -701553.125000 Penalty: 2917.408447
	Iteration 33Q: 3 clusters Score -701553.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -701559.875000 Penalty: 2917.408447
	Iteration 34Q: 3 clusters Score -701559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -701561.937500 Penalty: 2917.408447
	Iteration 35Q: 3 clusters Score -701561.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -701564.687500 Penalty: 2917.408447
	Iteration 36Q: 3 clusters Score -701564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -701565.250000 Penalty: 2917.408447
	Iteration 37Q: 3 clusters Score -701565.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -701564.937500 Penalty: 2917.408447
	Iteration 38Q: 3 clusters Score -701564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -701564.375000 Penalty: 2917.408447
	Iteration 39Q: 3 clusters Score -701564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -701565.687500 Penalty: 2917.408447
	Iteration 40F: 3 clusters Score -701565.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Entering Unmasked Estep 
Score: -405213.906250 Penalty: 1368.825562
	Iteration 0F: 2 clusters Score -405213.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -401512.375000 Penalty: 2737.651123
	Iteration 0F: 3 clusters Score -401512.4 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -402797.843750 Penalty: 2737.651123
	Iteration 1F: 3 clusters Score -402797.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -403259.750000 Penalty: 2737.651123
	Iteration 2F: 3 clusters Score -403259.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -403662.781250 Penalty: 2737.651123
	Iteration 3F: 3 clusters Score -403662.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -404023.250000 Penalty: 2737.651123
	Iteration 4F: 3 clusters Score -404023.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -404381.000000 Penalty: 2737.651123
	Iteration 5F: 3 clusters Score -404381 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -404675.468750 Penalty: 2737.651123
	Iteration 6F: 3 clusters Score -404675.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -404918.125000 Penalty: 2737.651123
	Iteration 7Q: 3 clusters Score -404918.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -405089.406250 Penalty: 2737.651123
	Iteration 8Q: 3 clusters Score -405089.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -405163.875000 Penalty: 2737.651123
	Iteration 9Q: 3 clusters Score -405163.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -405197.687500 Penalty: 2737.651123
	Iteration 10Q: 3 clusters Score -405197.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -405222.437500 Penalty: 2737.651123
	Iteration 11Q: 3 clusters Score -405222.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -405241.000000 Penalty: 2737.651123
	Iteration 12Q: 3 clusters Score -405241 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -405261.625000 Penalty: 2737.651123
	Iteration 13Q: 3 clusters Score -405261.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -405272.718750 Penalty: 2737.651123
	Iteration 14Q: 3 clusters Score -405272.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -405283.156250 Penalty: 2737.651123
	Iteration 15Q: 3 clusters Score -405283.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -405291.468750 Penalty: 2737.651123
	Iteration 16Q: 3 clusters Score -405291.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -405299.781250 Penalty: 2737.651123
	Iteration 17Q: 3 clusters Score -405299.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -405306.187500 Penalty: 2737.651123
	Iteration 18Q: 3 clusters Score -405306.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -405308.468750 Penalty: 2737.651123
	Iteration 19Q: 3 clusters Score -405308.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -405309.875000 Penalty: 2737.651123
	Iteration 20F: 3 clusters Score -405309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -405311.468750 Penalty: 2737.651123
	Iteration 21Q: 3 clusters Score -405311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -405312.593750 Penalty: 2737.651123
	Iteration 22Q: 3 clusters Score -405312.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -405313.656250 Penalty: 2737.651123
	Iteration 23Q: 3 clusters Score -405313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -405314.656250 Penalty: 2737.651123
	Iteration 24Q: 3 clusters Score -405314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -405314.593750 Penalty: 2737.651123
	Iteration 25Q: 3 clusters Score -405314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -405315.406250 Penalty: 2737.651123
	Iteration 26Q: 3 clusters Score -405315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -405315.468750 Penalty: 2737.651123
	Iteration 27Q: 3 clusters Score -405315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -405315.906250 Penalty: 2737.651123
	Iteration 28Q: 3 clusters Score -405315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -405316.000000 Penalty: 2737.651123
	Iteration 29Q: 3 clusters Score -405316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -405316.000000 Penalty: 2737.651123
	Iteration 30F: 3 clusters Score -405316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 28019 members 
Mstep: Class 3 contains 9963 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 6 contains 18159 members 
Mstep: Class 7 contains 72044 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 30490 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 7916 members 
Mstep: Class 20 contains 1570 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 4133 members 
Mstep: Class 25 contains 2983 members 
Entering Unmasked Estep 
Score: -24816894.000000 Penalty: 50978.894531
Splitting cluster 20 changes total score from -24817412.000000 to -24816894.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -621533.625000 Penalty: 1435.342896
	Iteration 0F: 2 clusters Score -621533.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -616360.250000 Penalty: 2870.685791
	Iteration 0F: 3 clusters Score -616360.2 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -617951.687500 Penalty: 2870.685791
	Iteration 1F: 3 clusters Score -617951.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -618174.750000 Penalty: 2870.685791
	Iteration 2F: 3 clusters Score -618174.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -618339.000000 Penalty: 2870.685791
	Iteration 3F: 3 clusters Score -618339 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -618484.812500 Penalty: 2870.685791
	Iteration 4Q: 3 clusters Score -618484.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -618601.875000 Penalty: 2870.685791
	Iteration 5Q: 3 clusters Score -618601.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -618707.937500 Penalty: 2870.685791
	Iteration 6Q: 3 clusters Score -618707.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -618812.625000 Penalty: 2870.685791
	Iteration 7Q: 3 clusters Score -618812.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -618943.437500 Penalty: 2870.685791
	Iteration 8Q: 3 clusters Score -618943.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -619099.062500 Penalty: 2870.685791
	Iteration 9Q: 3 clusters Score -619099.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -619271.000000 Penalty: 2870.685791
	Iteration 10Q: 3 clusters Score -619271 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -619471.000000 Penalty: 2870.685791
	Iteration 11Q: 3 clusters Score -619471 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -619636.500000 Penalty: 2870.685791
	Iteration 12Q: 3 clusters Score -619636.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -619786.250000 Penalty: 2870.685791
	Iteration 13Q: 3 clusters Score -619786.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -619897.125000 Penalty: 2870.685791
	Iteration 14Q: 3 clusters Score -619897.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -619991.625000 Penalty: 2870.685791
	Iteration 15Q: 3 clusters Score -619991.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -620060.250000 Penalty: 2870.685791
	Iteration 16Q: 3 clusters Score -620060.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -620119.312500 Penalty: 2870.685791
	Iteration 17Q: 3 clusters Score -620119.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -620158.937500 Penalty: 2870.685791
	Iteration 18Q: 3 clusters Score -620158.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -620182.437500 Penalty: 2870.685791
	Iteration 19Q: 3 clusters Score -620182.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -620201.562500 Penalty: 2870.685791
	Iteration 20F: 3 clusters Score -620201.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -620219.000000 Penalty: 2870.685791
	Iteration 21Q: 3 clusters Score -620219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -620233.062500 Penalty: 2870.685791
	Iteration 22Q: 3 clusters Score -620233.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -620245.000000 Penalty: 2870.685791
	Iteration 23Q: 3 clusters Score -620245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -620254.875000 Penalty: 2870.685791
	Iteration 24Q: 3 clusters Score -620254.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -620267.750000 Penalty: 2870.685791
	Iteration 25Q: 3 clusters Score -620267.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -620281.562500 Penalty: 2870.685791
	Iteration 26Q: 3 clusters Score -620281.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -620292.437500 Penalty: 2870.685791
	Iteration 27Q: 3 clusters Score -620292.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -620304.562500 Penalty: 2870.685791
	Iteration 28Q: 3 clusters Score -620304.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -620318.000000 Penalty: 2870.685791
	Iteration 29Q: 3 clusters Score -620318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -620323.437500 Penalty: 2870.685791
	Iteration 30Q: 3 clusters Score -620323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -620327.875000 Penalty: 2870.685791
	Iteration 31Q: 3 clusters Score -620327.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -620327.875000 Penalty: 2870.685791
	Iteration 32Q: 3 clusters Score -620327.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -620329.250000 Penalty: 2870.685791
	Iteration 33Q: 3 clusters Score -620329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -620329.125000 Penalty: 2870.685791
	Iteration 34Q: 3 clusters Score -620329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -620330.312500 Penalty: 2870.685791
	Iteration 35Q: 3 clusters Score -620330.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -620330.062500 Penalty: 2870.685791
	Iteration 36Q: 3 clusters Score -620330.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -620331.937500 Penalty: 2870.685791
	Iteration 37Q: 3 clusters Score -620331.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -620335.812500 Penalty: 2870.685791
	Iteration 38Q: 3 clusters Score -620335.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -620337.312500 Penalty: 2870.685791
	Iteration 39Q: 3 clusters Score -620337.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -620338.500000 Penalty: 2870.685791
	Iteration 40F: 3 clusters Score -620338.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -620340.937500 Penalty: 2870.685791
	Iteration 41Q: 3 clusters Score -620340.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -620343.000000 Penalty: 2870.685791
	Iteration 42Q: 3 clusters Score -620343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -620343.250000 Penalty: 2870.685791
	Iteration 43Q: 3 clusters Score -620343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -620343.250000 Penalty: 2870.685791
	Iteration 44F: 3 clusters Score -620343.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Entering Unmasked Estep 
Score: -610933.062500 Penalty: 1434.487427
	Iteration 0F: 2 clusters Score -610933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -605776.750000 Penalty: 2868.974854
	Iteration 0F: 3 clusters Score -605776.8 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -607486.687500 Penalty: 2868.974854
	Iteration 1F: 3 clusters Score -607486.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -607953.625000 Penalty: 2868.974854
	Iteration 2F: 3 clusters Score -607953.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -608383.937500 Penalty: 2868.974854
	Iteration 3F: 3 clusters Score -608383.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -608831.562500 Penalty: 2868.974854
	Iteration 4F: 3 clusters Score -608831.6 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -609368.937500 Penalty: 2868.974854
	Iteration 5F: 3 clusters Score -609368.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -609785.000000 Penalty: 2868.974854
	Iteration 6F: 3 clusters Score -609785 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -610058.687500 Penalty: 2868.974854
	Iteration 7Q: 3 clusters Score -610058.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -610225.750000 Penalty: 2868.974854
	Iteration 8Q: 3 clusters Score -610225.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -610321.625000 Penalty: 2868.974854
	Iteration 9Q: 3 clusters Score -610321.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -610406.187500 Penalty: 2868.974854
	Iteration 10Q: 3 clusters Score -610406.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -610465.750000 Penalty: 2868.974854
	Iteration 11Q: 3 clusters Score -610465.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -610529.687500 Penalty: 2868.974854
	Iteration 12Q: 3 clusters Score -610529.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -610598.875000 Penalty: 2868.974854
	Iteration 13Q: 3 clusters Score -610598.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -610616.687500 Penalty: 2868.974854
	Iteration 14Q: 3 clusters Score -610616.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -610623.312500 Penalty: 2868.974854
	Iteration 15Q: 3 clusters Score -610623.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -610628.187500 Penalty: 2868.974854
	Iteration 16Q: 3 clusters Score -610628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -610633.812500 Penalty: 2868.974854
	Iteration 17Q: 3 clusters Score -610633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -610638.000000 Penalty: 2868.974854
	Iteration 18Q: 3 clusters Score -610638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -610640.062500 Penalty: 2868.974854
	Iteration 19Q: 3 clusters Score -610640.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -610642.375000 Penalty: 2868.974854
	Iteration 20F: 3 clusters Score -610642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -610645.687500 Penalty: 2868.974854
	Iteration 21Q: 3 clusters Score -610645.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -610645.375000 Penalty: 2868.974854
	Iteration 22Q: 3 clusters Score -610645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -610648.000000 Penalty: 2868.974854
	Iteration 23Q: 3 clusters Score -610648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -610648.437500 Penalty: 2868.974854
	Iteration 24Q: 3 clusters Score -610648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -610649.437500 Penalty: 2868.974854
	Iteration 25Q: 3 clusters Score -610649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -610649.125000 Penalty: 2868.974854
	Iteration 26Q: 3 clusters Score -610649.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -610651.875000 Penalty: 2868.974854
	Iteration 27Q: 3 clusters Score -610651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -610652.937500 Penalty: 2868.974854
	Iteration 28Q: 3 clusters Score -610652.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -610654.562500 Penalty: 2868.974854
	Iteration 29Q: 3 clusters Score -610654.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -610657.500000 Penalty: 2868.974854
	Iteration 30Q: 3 clusters Score -610657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -610659.562500 Penalty: 2868.974854
	Iteration 31Q: 3 clusters Score -610659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -610659.187500 Penalty: 2868.974854
	Iteration 32Q: 3 clusters Score -610659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -610661.312500 Penalty: 2868.974854
	Iteration 33Q: 3 clusters Score -610661.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -610661.000000 Penalty: 2868.974854
	Iteration 34Q: 3 clusters Score -610661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -610662.250000 Penalty: 2868.974854
	Iteration 35Q: 3 clusters Score -610662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -610662.500000 Penalty: 2868.974854
	Iteration 36Q: 3 clusters Score -610662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -610663.375000 Penalty: 2868.974854
	Iteration 37Q: 3 clusters Score -610663.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -610663.625000 Penalty: 2868.974854
	Iteration 38Q: 3 clusters Score -610663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -610663.625000 Penalty: 2868.974854
	Iteration 39F: 3 clusters Score -610663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Entering Unmasked Estep 
Score: -432324.937500 Penalty: 1381.356812
	Iteration 0F: 2 clusters Score -432324.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -428370.218750 Penalty: 2762.713623
	Iteration 0F: 3 clusters Score -428370.2 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -429481.281250 Penalty: 2762.713623
	Iteration 1F: 3 clusters Score -429481.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -429645.406250 Penalty: 2762.713623
	Iteration 2F: 3 clusters Score -429645.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -429753.875000 Penalty: 2762.713623
	Iteration 3Q: 3 clusters Score -429753.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -429861.656250 Penalty: 2762.713623
	Iteration 4Q: 3 clusters Score -429861.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -429954.281250 Penalty: 2762.713623
	Iteration 5Q: 3 clusters Score -429954.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -430016.625000 Penalty: 2762.713623
	Iteration 6Q: 3 clusters Score -430016.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -430065.406250 Penalty: 2762.713623
	Iteration 7Q: 3 clusters Score -430065.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -430112.562500 Penalty: 2762.713623
	Iteration 8Q: 3 clusters Score -430112.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -430156.218750 Penalty: 2762.713623
	Iteration 9Q: 3 clusters Score -430156.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -430206.906250 Penalty: 2762.713623
	Iteration 10Q: 3 clusters Score -430206.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -430265.906250 Penalty: 2762.713623
	Iteration 11Q: 3 clusters Score -430265.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -430330.343750 Penalty: 2762.713623
	Iteration 12Q: 3 clusters Score -430330.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -430400.593750 Penalty: 2762.713623
	Iteration 13Q: 3 clusters Score -430400.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -430470.750000 Penalty: 2762.713623
	Iteration 14Q: 3 clusters Score -430470.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -430538.625000 Penalty: 2762.713623
	Iteration 15Q: 3 clusters Score -430538.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -430608.593750 Penalty: 2762.713623
	Iteration 16Q: 3 clusters Score -430608.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -430668.437500 Penalty: 2762.713623
	Iteration 17Q: 3 clusters Score -430668.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -430711.906250 Penalty: 2762.713623
	Iteration 18Q: 3 clusters Score -430711.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430736.312500 Penalty: 2762.713623
	Iteration 19Q: 3 clusters Score -430736.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430751.281250 Penalty: 2762.713623
	Iteration 20F: 3 clusters Score -430751.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -430764.125000 Penalty: 2762.713623
	Iteration 21Q: 3 clusters Score -430764.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -430772.312500 Penalty: 2762.713623
	Iteration 22Q: 3 clusters Score -430772.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -430783.000000 Penalty: 2762.713623
	Iteration 23Q: 3 clusters Score -430783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -430794.125000 Penalty: 2762.713623
	Iteration 24Q: 3 clusters Score -430794.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -430807.250000 Penalty: 2762.713623
	Iteration 25Q: 3 clusters Score -430807.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -430818.562500 Penalty: 2762.713623
	Iteration 26Q: 3 clusters Score -430818.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -430827.812500 Penalty: 2762.713623
	Iteration 27Q: 3 clusters Score -430827.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -430833.593750 Penalty: 2762.713623
	Iteration 28Q: 3 clusters Score -430833.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -430845.000000 Penalty: 2762.713623
	Iteration 29Q: 3 clusters Score -430845 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -430857.718750 Penalty: 2762.713623
	Iteration 30Q: 3 clusters Score -430857.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -430868.500000 Penalty: 2762.713623
	Iteration 31Q: 3 clusters Score -430868.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -430876.375000 Penalty: 2762.713623
	Iteration 32Q: 3 clusters Score -430876.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -430882.625000 Penalty: 2762.713623
	Iteration 33Q: 3 clusters Score -430882.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -430886.968750 Penalty: 2762.713623
	Iteration 34Q: 3 clusters Score -430887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -430895.000000 Penalty: 2762.713623
	Iteration 35Q: 3 clusters Score -430895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -430902.593750 Penalty: 2762.713623
	Iteration 36Q: 3 clusters Score -430902.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -430911.875000 Penalty: 2762.713623
	Iteration 37Q: 3 clusters Score -430911.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -430923.593750 Penalty: 2762.713623
	Iteration 38Q: 3 clusters Score -430923.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -430933.656250 Penalty: 2762.713623
	Iteration 39Q: 3 clusters Score -430933.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -430943.156250 Penalty: 2762.713623
	Iteration 40F: 3 clusters Score -430943.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -430950.312500 Penalty: 2762.713623
	Iteration 41Q: 3 clusters Score -430950.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -430960.906250 Penalty: 2762.713623
	Iteration 42Q: 3 clusters Score -430960.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -430969.343750 Penalty: 2762.713623
	Iteration 43Q: 3 clusters Score -430969.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -430976.437500 Penalty: 2762.713623
	Iteration 44Q: 3 clusters Score -430976.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -430984.437500 Penalty: 2762.713623
	Iteration 45Q: 3 clusters Score -430984.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -430996.593750 Penalty: 2762.713623
	Iteration 46Q: 3 clusters Score -430996.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -431009.687500 Penalty: 2762.713623
	Iteration 47Q: 3 clusters Score -431009.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -431020.468750 Penalty: 2762.713623
	Iteration 48Q: 3 clusters Score -431020.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -431028.406250 Penalty: 2762.713623
	Iteration 49Q: 3 clusters Score -431028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -431032.750000 Penalty: 2762.713623
	Iteration 50Q: 3 clusters Score -431032.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -431040.062500 Penalty: 2762.713623
	Iteration 51Q: 3 clusters Score -431040.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -431046.843750 Penalty: 2762.713623
	Iteration 52Q: 3 clusters Score -431046.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -431057.781250 Penalty: 2762.713623
	Iteration 53Q: 3 clusters Score -431057.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -431066.468750 Penalty: 2762.713623
	Iteration 54Q: 3 clusters Score -431066.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -431076.468750 Penalty: 2762.713623
	Iteration 55Q: 3 clusters Score -431076.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -431085.843750 Penalty: 2762.713623
	Iteration 56Q: 3 clusters Score -431085.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -431089.968750 Penalty: 2762.713623
	Iteration 57Q: 3 clusters Score -431090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -431096.000000 Penalty: 2762.713623
	Iteration 58Q: 3 clusters Score -431096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -431105.468750 Penalty: 2762.713623
	Iteration 59Q: 3 clusters Score -431105.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -431114.875000 Penalty: 2762.713623
	Iteration 60F: 3 clusters Score -431114.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -431121.687500 Penalty: 2762.713623
	Iteration 61Q: 3 clusters Score -431121.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -431129.062500 Penalty: 2762.713623
	Iteration 62Q: 3 clusters Score -431129.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -431135.375000 Penalty: 2762.713623
	Iteration 63Q: 3 clusters Score -431135.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -431139.156250 Penalty: 2762.713623
	Iteration 64Q: 3 clusters Score -431139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -431142.625000 Penalty: 2762.713623
	Iteration 65Q: 3 clusters Score -431142.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -431146.625000 Penalty: 2762.713623
	Iteration 66Q: 3 clusters Score -431146.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -431151.031250 Penalty: 2762.713623
	Iteration 67Q: 3 clusters Score -431151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -431154.250000 Penalty: 2762.713623
	Iteration 68Q: 3 clusters Score -431154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -431157.187500 Penalty: 2762.713623
	Iteration 69Q: 3 clusters Score -431157.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -431160.281250 Penalty: 2762.713623
	Iteration 70Q: 3 clusters Score -431160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -431162.406250 Penalty: 2762.713623
	Iteration 71Q: 3 clusters Score -431162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -431163.375000 Penalty: 2762.713623
	Iteration 72Q: 3 clusters Score -431163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -431166.656250 Penalty: 2762.713623
	Iteration 73Q: 3 clusters Score -431166.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -431169.562500 Penalty: 2762.713623
	Iteration 74Q: 3 clusters Score -431169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -431172.625000 Penalty: 2762.713623
	Iteration 75Q: 3 clusters Score -431172.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -431173.906250 Penalty: 2762.713623
	Iteration 76Q: 3 clusters Score -431173.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -431174.187500 Penalty: 2762.713623
	Iteration 77Q: 3 clusters Score -431174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -431176.593750 Penalty: 2762.713623
	Iteration 78Q: 3 clusters Score -431176.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -431178.000000 Penalty: 2762.713623
	Iteration 79Q: 3 clusters Score -431178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -431178.031250 Penalty: 2762.713623
	Iteration 80F: 3 clusters Score -431178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -431178.437500 Penalty: 2762.713623
	Iteration 81Q: 3 clusters Score -431178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -431178.312500 Penalty: 2762.713623
	Iteration 82Q: 3 clusters Score -431178.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -431178.781250 Penalty: 2762.713623
	Iteration 83Q: 3 clusters Score -431178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -431178.781250 Penalty: 2762.713623
	Iteration 84F: 3 clusters Score -431178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Entering Unmasked Estep 
Score: -332265.125000 Penalty: 1353.098267
	Iteration 0F: 2 clusters Score -332265.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -328861.000000 Penalty: 2706.196533
	Iteration 0F: 3 clusters Score -328861 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -330111.468750 Penalty: 2706.196533
	Iteration 1F: 3 clusters Score -330111.5 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -330480.843750 Penalty: 2706.196533
	Iteration 2F: 3 clusters Score -330480.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -330770.562500 Penalty: 2706.196533
	Iteration 3F: 3 clusters Score -330770.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -330952.343750 Penalty: 2706.196533
	Iteration 4F: 3 clusters Score -330952.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -331045.437500 Penalty: 2706.196533
	Iteration 5Q: 3 clusters Score -331045.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -331103.625000 Penalty: 2706.196533
	Iteration 6Q: 3 clusters Score -331103.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -331150.437500 Penalty: 2706.196533
	Iteration 7Q: 3 clusters Score -331150.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -331207.468750 Penalty: 2706.196533
	Iteration 8Q: 3 clusters Score -331207.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -331257.031250 Penalty: 2706.196533
	Iteration 9Q: 3 clusters Score -331257 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -331292.062500 Penalty: 2706.196533
	Iteration 10Q: 3 clusters Score -331292.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -331314.093750 Penalty: 2706.196533
	Iteration 11Q: 3 clusters Score -331314.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -331327.531250 Penalty: 2706.196533
	Iteration 12Q: 3 clusters Score -331327.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -331346.156250 Penalty: 2706.196533
	Iteration 13Q: 3 clusters Score -331346.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -331358.875000 Penalty: 2706.196533
	Iteration 14Q: 3 clusters Score -331358.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -331367.875000 Penalty: 2706.196533
	Iteration 15Q: 3 clusters Score -331367.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -331374.875000 Penalty: 2706.196533
	Iteration 16Q: 3 clusters Score -331374.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -331381.187500 Penalty: 2706.196533
	Iteration 17Q: 3 clusters Score -331381.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -331391.250000 Penalty: 2706.196533
	Iteration 18Q: 3 clusters Score -331391.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -331398.093750 Penalty: 2706.196533
	Iteration 19Q: 3 clusters Score -331398.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -331411.406250 Penalty: 2706.196533
	Iteration 20F: 3 clusters Score -331411.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -331420.843750 Penalty: 2706.196533
	Iteration 21Q: 3 clusters Score -331420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -331430.062500 Penalty: 2706.196533
	Iteration 22Q: 3 clusters Score -331430.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -331439.281250 Penalty: 2706.196533
	Iteration 23Q: 3 clusters Score -331439.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -331447.281250 Penalty: 2706.196533
	Iteration 24Q: 3 clusters Score -331447.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -331453.500000 Penalty: 2706.196533
	Iteration 25Q: 3 clusters Score -331453.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -331459.531250 Penalty: 2706.196533
	Iteration 26Q: 3 clusters Score -331459.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -331462.781250 Penalty: 2706.196533
	Iteration 27Q: 3 clusters Score -331462.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -331465.593750 Penalty: 2706.196533
	Iteration 28Q: 3 clusters Score -331465.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -331467.187500 Penalty: 2706.196533
	Iteration 29Q: 3 clusters Score -331467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -331468.375000 Penalty: 2706.196533
	Iteration 30Q: 3 clusters Score -331468.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -331469.468750 Penalty: 2706.196533
	Iteration 31Q: 3 clusters Score -331469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -331470.937500 Penalty: 2706.196533
	Iteration 32Q: 3 clusters Score -331470.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -331472.593750 Penalty: 2706.196533
	Iteration 33Q: 3 clusters Score -331472.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -331473.437500 Penalty: 2706.196533
	Iteration 34Q: 3 clusters Score -331473.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -331476.125000 Penalty: 2706.196533
	Iteration 35Q: 3 clusters Score -331476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -331478.093750 Penalty: 2706.196533
	Iteration 36Q: 3 clusters Score -331478.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -331479.343750 Penalty: 2706.196533
	Iteration 37Q: 3 clusters Score -331479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -331479.562500 Penalty: 2706.196533
	Iteration 38Q: 3 clusters Score -331479.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -331481.625000 Penalty: 2706.196533
	Iteration 39Q: 3 clusters Score -331481.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -331482.031250 Penalty: 2706.196533
	Iteration 40F: 3 clusters Score -331482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -331482.156250 Penalty: 2706.196533
	Iteration 41Q: 3 clusters Score -331482.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -331482.312500 Penalty: 2706.196533
	Iteration 42Q: 3 clusters Score -331482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -331482.312500 Penalty: 2706.196533
	Iteration 43F: 3 clusters Score -331482.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 28019 members 
Mstep: Class 3 contains 9963 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17559 members 
Mstep: Class 6 contains 18159 members 
Mstep: Class 7 contains 72044 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3795 members 
Mstep: Class 11 contains 30490 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 9776 members 
Mstep: Class 19 contains 7916 members 
Mstep: Class 20 contains 4553 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 4918 members 
Mstep: Class 24 contains 4133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817486.000000 Penalty: 48939.738281
Iteration 119Q: 25 clusters Score -2.481749e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 28069 members 
Mstep: Class 3 contains 9944 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 17563 members 
Mstep: Class 6 contains 18166 members 
Mstep: Class 7 contains 72022 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 763 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 11 contains 30479 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 3009 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 7918 members 
Mstep: Class 20 contains 4563 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 4917 members 
Mstep: Class 24 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817470.000000 Penalty: 48939.738281
Iteration 120F: 25 clusters Score -2.481747e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 28106 members 
Mstep: Class 3 contains 9920 members 
Mstep: Class 4 contains 4910 members 
Mstep: Class 5 contains 17571 members 
Mstep: Class 6 contains 18175 members 
Mstep: Class 7 contains 72006 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3717 members 
Mstep: Class 11 contains 30472 members 
Mstep: Class 12 contains 2396 members 
Mstep: Class 13 contains 4355 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3011 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 7919 members 
Mstep: Class 20 contains 4571 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 6822 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 4135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817418.000000 Penalty: 48939.738281
Iteration 121Q: 25 clusters Score -2.481742e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 28139 members 
Mstep: Class 3 contains 9896 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 17587 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 71988 members 
Mstep: Class 8 contains 11053 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3672 members 
Mstep: Class 11 contains 30462 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 4568 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 4574 members 
Mstep: Class 21 contains 7007 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817484.000000 Penalty: 48939.738281
Iteration 122Q: 25 clusters Score -2.481748e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 28170 members 
Mstep: Class 3 contains 9886 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 17606 members 
Mstep: Class 6 contains 18171 members 
Mstep: Class 7 contains 71967 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3618 members 
Mstep: Class 11 contains 30457 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 4575 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817518.000000 Penalty: 48939.738281
Iteration 123Q: 25 clusters Score -2.481752e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 28192 members 
Mstep: Class 3 contains 9869 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 17624 members 
Mstep: Class 6 contains 18170 members 
Mstep: Class 7 contains 71950 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 11 contains 30450 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 7917 members 
Mstep: Class 20 contains 4576 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817536.000000 Penalty: 48939.738281
Iteration 124Q: 25 clusters Score -2.481754e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 28220 members 
Mstep: Class 3 contains 9861 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 17635 members 
Mstep: Class 6 contains 18176 members 
Mstep: Class 7 contains 71943 members 
Mstep: Class 8 contains 11057 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3495 members 
Mstep: Class 11 contains 30446 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 4357 members 
Mstep: Class 14 contains 4561 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 7185 members 
Mstep: Class 22 contains 6824 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817564.000000 Penalty: 48939.738281
Iteration 125Q: 25 clusters Score -2.481756e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 28236 members 
Mstep: Class 3 contains 9851 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 17640 members 
Mstep: Class 6 contains 18183 members 
Mstep: Class 7 contains 71931 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 11 contains 30446 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3016 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 7907 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 6824 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817630.000000 Penalty: 48939.738281
Iteration 126Q: 25 clusters Score -2.481763e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 28245 members 
Mstep: Class 3 contains 9835 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 17651 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 71914 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3385 members 
Mstep: Class 11 contains 30447 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 7904 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 6823 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817626.000000 Penalty: 48939.738281
Iteration 127Q: 25 clusters Score -2.481763e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 9814 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 17664 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 71900 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3333 members 
Mstep: Class 11 contains 30446 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9777 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7350 members 
Mstep: Class 22 contains 6825 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817678.000000 Penalty: 48939.738281
Iteration 128Q: 25 clusters Score -2.481768e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 9799 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17682 members 
Mstep: Class 6 contains 18193 members 
Mstep: Class 7 contains 71888 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3289 members 
Mstep: Class 11 contains 30443 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9774 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 4592 members 
Mstep: Class 21 contains 7391 members 
Mstep: Class 22 contains 6827 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817700.000000 Penalty: 48939.738281
Iteration 129Q: 25 clusters Score -2.48177e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 28294 members 
Mstep: Class 3 contains 9777 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17710 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71874 members 
Mstep: Class 8 contains 11056 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3243 members 
Mstep: Class 11 contains 30441 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 4356 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 7438 members 
Mstep: Class 22 contains 6830 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817744.000000 Penalty: 48939.738281
Iteration 130Q: 25 clusters Score -2.481774e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 28303 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17740 members 
Mstep: Class 6 contains 18186 members 
Mstep: Class 7 contains 71861 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3197 members 
Mstep: Class 11 contains 30439 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9769 members 
Mstep: Class 19 contains 7899 members 
Mstep: Class 20 contains 4594 members 
Mstep: Class 21 contains 7464 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817778.000000 Penalty: 48939.738281
Iteration 131Q: 25 clusters Score -2.481778e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 28316 members 
Mstep: Class 3 contains 9776 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17756 members 
Mstep: Class 6 contains 18189 members 
Mstep: Class 7 contains 71850 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3147 members 
Mstep: Class 11 contains 30438 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 4596 members 
Mstep: Class 21 contains 7506 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817806.000000 Penalty: 48939.738281
Iteration 132Q: 25 clusters Score -2.481781e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 28322 members 
Mstep: Class 3 contains 9764 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17774 members 
Mstep: Class 6 contains 18201 members 
Mstep: Class 7 contains 71844 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3101 members 
Mstep: Class 11 contains 30436 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 4597 members 
Mstep: Class 21 contains 7543 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817784.000000 Penalty: 48939.738281
Iteration 133Q: 25 clusters Score -2.481778e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 28327 members 
Mstep: Class 3 contains 9752 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17792 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 71841 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3062 members 
Mstep: Class 11 contains 30430 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 4595 members 
Mstep: Class 21 contains 7579 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817798.000000 Penalty: 48939.738281
Iteration 134Q: 25 clusters Score -2.48178e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 28336 members 
Mstep: Class 3 contains 9740 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17804 members 
Mstep: Class 6 contains 18202 members 
Mstep: Class 7 contains 71836 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 3020 members 
Mstep: Class 11 contains 30433 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 7903 members 
Mstep: Class 20 contains 4593 members 
Mstep: Class 21 contains 7622 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817770.000000 Penalty: 48939.738281
Iteration 135Q: 25 clusters Score -2.481777e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 28343 members 
Mstep: Class 3 contains 9722 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17826 members 
Mstep: Class 6 contains 18198 members 
Mstep: Class 7 contains 71831 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2990 members 
Mstep: Class 11 contains 30427 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 4591 members 
Mstep: Class 21 contains 7659 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817810.000000 Penalty: 48939.738281
Iteration 136Q: 25 clusters Score -2.481781e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 28347 members 
Mstep: Class 3 contains 9692 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 17854 members 
Mstep: Class 6 contains 18194 members 
Mstep: Class 7 contains 71827 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2953 members 
Mstep: Class 11 contains 30422 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 7902 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817822.000000 Penalty: 48939.738281
Iteration 137Q: 25 clusters Score -2.481782e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 28351 members 
Mstep: Class 3 contains 9664 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 17878 members 
Mstep: Class 6 contains 18191 members 
Mstep: Class 7 contains 71828 members 
Mstep: Class 8 contains 11055 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2917 members 
Mstep: Class 11 contains 30421 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 7900 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 6831 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817876.000000 Penalty: 48939.738281
Iteration 138Q: 25 clusters Score -2.481788e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 28359 members 
Mstep: Class 3 contains 9652 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 17896 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 71827 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2888 members 
Mstep: Class 11 contains 30417 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4354 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9766 members 
Mstep: Class 19 contains 7898 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7781 members 
Mstep: Class 22 contains 6832 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817902.000000 Penalty: 48939.738281
Iteration 139Q: 25 clusters Score -2.48179e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 28368 members 
Mstep: Class 3 contains 9640 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 17923 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71822 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2855 members 
Mstep: Class 11 contains 30414 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9765 members 
Mstep: Class 19 contains 7897 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7803 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817954.000000 Penalty: 48939.738281
Iteration 140F: 25 clusters Score -2.481795e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 28375 members 
Mstep: Class 3 contains 9631 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17945 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 30414 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7896 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 7829 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817968.000000 Penalty: 48939.738281
Iteration 141Q: 25 clusters Score -2.481797e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 28377 members 
Mstep: Class 3 contains 9624 members 
Mstep: Class 4 contains 4913 members 
Mstep: Class 5 contains 17960 members 
Mstep: Class 6 contains 18185 members 
Mstep: Class 7 contains 71819 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 30412 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 7862 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817956.000000 Penalty: 48939.738281
Iteration 142Q: 25 clusters Score -2.481796e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 28380 members 
Mstep: Class 3 contains 9612 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 17976 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 71820 members 
Mstep: Class 8 contains 11054 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2757 members 
Mstep: Class 11 contains 30407 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4353 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9764 members 
Mstep: Class 19 contains 7891 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 7898 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817996.000000 Penalty: 48939.738281
Iteration 143Q: 25 clusters Score -2.4818e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 28383 members 
Mstep: Class 3 contains 9600 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 17990 members 
Mstep: Class 6 contains 18203 members 
Mstep: Class 7 contains 71826 members 
Mstep: Class 8 contains 11053 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2731 members 
Mstep: Class 11 contains 30407 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 20 contains 4585 members 
Mstep: Class 21 contains 7911 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818016.000000 Penalty: 48939.738281
Iteration 144Q: 25 clusters Score -2.481802e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 9581 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 17999 members 
Mstep: Class 6 contains 18220 members 
Mstep: Class 7 contains 71829 members 
Mstep: Class 8 contains 11053 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2695 members 
Mstep: Class 11 contains 30409 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 7889 members 
Mstep: Class 20 contains 4586 members 
Mstep: Class 21 contains 7938 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24817998.000000 Penalty: 48939.738281
Iteration 145Q: 25 clusters Score -2.4818e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 28385 members 
Mstep: Class 3 contains 9561 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 18020 members 
Mstep: Class 6 contains 18215 members 
Mstep: Class 7 contains 71828 members 
Mstep: Class 8 contains 11053 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2672 members 
Mstep: Class 11 contains 30410 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 7888 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7970 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818014.000000 Penalty: 48939.738281
Iteration 146Q: 25 clusters Score -2.481801e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 28383 members 
Mstep: Class 3 contains 9538 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 18036 members 
Mstep: Class 6 contains 18223 members 
Mstep: Class 7 contains 71831 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2657 members 
Mstep: Class 11 contains 30410 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3027 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 7885 members 
Mstep: Class 20 contains 4588 members 
Mstep: Class 21 contains 7996 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 4174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818030.000000 Penalty: 48939.738281
Iteration 147Q: 25 clusters Score -2.481803e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 28380 members 
Mstep: Class 3 contains 9522 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 18054 members 
Mstep: Class 6 contains 18222 members 
Mstep: Class 7 contains 71833 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2637 members 
Mstep: Class 11 contains 30408 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 9757 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 8025 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818066.000000 Penalty: 48939.738281
Iteration 148Q: 25 clusters Score -2.481807e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 28386 members 
Mstep: Class 3 contains 9508 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 18078 members 
Mstep: Class 6 contains 18215 members 
Mstep: Class 7 contains 71826 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 30408 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3025 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 7881 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 8056 members 
Mstep: Class 22 contains 6835 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818118.000000 Penalty: 48939.738281
Iteration 149Q: 25 clusters Score -2.481812e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 28388 members 
Mstep: Class 3 contains 9506 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 18095 members 
Mstep: Class 6 contains 18212 members 
Mstep: Class 7 contains 71824 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2598 members 
Mstep: Class 11 contains 30408 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4343 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3024 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 4587 members 
Mstep: Class 21 contains 8080 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818090.000000 Penalty: 48939.738281
Iteration 150Q: 25 clusters Score -2.481809e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 28388 members 
Mstep: Class 3 contains 9493 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18114 members 
Mstep: Class 6 contains 18212 members 
Mstep: Class 7 contains 71822 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 30408 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7878 members 
Mstep: Class 20 contains 4584 members 
Mstep: Class 21 contains 8097 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818148.000000 Penalty: 48939.738281
Iteration 151Q: 25 clusters Score -2.481815e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 28389 members 
Mstep: Class 3 contains 9483 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18142 members 
Mstep: Class 6 contains 18205 members 
Mstep: Class 7 contains 71814 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2562 members 
Mstep: Class 11 contains 30405 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 7878 members 
Mstep: Class 20 contains 4583 members 
Mstep: Class 21 contains 8107 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818164.000000 Penalty: 48939.738281
Iteration 152Q: 25 clusters Score -2.481816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 28393 members 
Mstep: Class 3 contains 9472 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18155 members 
Mstep: Class 6 contains 18199 members 
Mstep: Class 7 contains 71813 members 
Mstep: Class 8 contains 11052 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2547 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 4344 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5481 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 7878 members 
Mstep: Class 20 contains 4582 members 
Mstep: Class 21 contains 8128 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818124.000000 Penalty: 48939.738281
Iteration 153Q: 25 clusters Score -2.481812e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 28397 members 
Mstep: Class 3 contains 9463 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18166 members 
Mstep: Class 6 contains 18188 members 
Mstep: Class 7 contains 71811 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2534 members 
Mstep: Class 11 contains 30399 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 7880 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818122.000000 Penalty: 48939.738281
Iteration 154Q: 25 clusters Score -2.481812e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 28401 members 
Mstep: Class 3 contains 9452 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18176 members 
Mstep: Class 6 contains 18184 members 
Mstep: Class 7 contains 71813 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 4345 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5482 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3017 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 7878 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 8176 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818132.000000 Penalty: 48939.738281
Iteration 155Q: 25 clusters Score -2.481813e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 28406 members 
Mstep: Class 3 contains 9441 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18190 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 7 contains 71812 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2520 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7874 members 
Mstep: Class 20 contains 4580 members 
Mstep: Class 21 contains 8184 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818102.000000 Penalty: 48939.738281
Iteration 156Q: 25 clusters Score -2.48181e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 9432 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18208 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 7 contains 71813 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 30397 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4346 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9763 members 
Mstep: Class 19 contains 7872 members 
Mstep: Class 20 contains 4580 members 
Mstep: Class 21 contains 8186 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 4922 members 
Mstep: Class 24 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818132.000000 Penalty: 48939.738281
Iteration 157Q: 25 clusters Score -2.481813e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 28410 members 
Mstep: Class 3 contains 9427 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18223 members 
Mstep: Class 6 contains 18186 members 
Mstep: Class 7 contains 71811 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 30397 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4347 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9763 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 4581 members 
Mstep: Class 21 contains 8177 members 
Mstep: Class 22 contains 6836 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818134.000000 Penalty: 48939.738281
Iteration 158Q: 25 clusters Score -2.481813e+07 nChanged 61
Entering ConstructFrom: 
Score: -24818134.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (18198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Entering Unmasked Estep 
Score: -1650136.125000 Penalty: 1593.973389
	Iteration 0F: 2 clusters Score -1650136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1637699.250000 Penalty: 3187.946777
	Iteration 0F: 3 clusters Score -1637699 nChanged 8077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1642166.625000 Penalty: 3187.946777
	Iteration 1F: 3 clusters Score -1642167 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -1642634.375000 Penalty: 3187.946777
	Iteration 2F: 3 clusters Score -1642634 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1643232.875000 Penalty: 3187.946777
	Iteration 3F: 3 clusters Score -1643233 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1643995.125000 Penalty: 3187.946777
	Iteration 4F: 3 clusters Score -1643995 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1644923.625000 Penalty: 3187.946777
	Iteration 5F: 3 clusters Score -1644924 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -1645929.375000 Penalty: 3187.946777
	Iteration 6F: 3 clusters Score -1645929 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -1646831.625000 Penalty: 3187.946777
	Iteration 7F: 3 clusters Score -1646832 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1647492.250000 Penalty: 3187.946777
	Iteration 8Q: 3 clusters Score -1647492 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -1647960.750000 Penalty: 3187.946777
	Iteration 9Q: 3 clusters Score -1647961 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1648283.000000 Penalty: 3187.946777
	Iteration 10Q: 3 clusters Score -1648283 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -1648458.375000 Penalty: 3187.946777
	Iteration 11Q: 3 clusters Score -1648458 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1648568.750000 Penalty: 3187.946777
	Iteration 12Q: 3 clusters Score -1648569 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1648641.000000 Penalty: 3187.946777
	Iteration 13Q: 3 clusters Score -1648641 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -1648676.375000 Penalty: 3187.946777
	Iteration 14Q: 3 clusters Score -1648676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1648694.000000 Penalty: 3187.946777
	Iteration 15Q: 3 clusters Score -1648694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1648711.250000 Penalty: 3187.946777
	Iteration 16Q: 3 clusters Score -1648711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -1648716.500000 Penalty: 3187.946777
	Iteration 17Q: 3 clusters Score -1648716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1648722.625000 Penalty: 3187.946777
	Iteration 18Q: 3 clusters Score -1648723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1648726.875000 Penalty: 3187.946777
	Iteration 19Q: 3 clusters Score -1648727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -1648727.250000 Penalty: 3187.946777
	Iteration 20F: 3 clusters Score -1648727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Entering Unmasked Estep 
Score: -2649776.000000 Penalty: 1666.367188
	Iteration 0F: 2 clusters Score -2649776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2630647.250000 Penalty: 3332.734375
	Iteration 0F: 3 clusters Score -2630647 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2637815.000000 Penalty: 3332.734375
	Iteration 1F: 3 clusters Score -2637815 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2638176.750000 Penalty: 3332.734375
	Iteration 2Q: 3 clusters Score -2638177 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2638562.250000 Penalty: 3332.734375
	Iteration 3Q: 3 clusters Score -2638562 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2639009.250000 Penalty: 3332.734375
	Iteration 4Q: 3 clusters Score -2639009 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2639466.500000 Penalty: 3332.734375
	Iteration 5Q: 3 clusters Score -2639466 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2640034.500000 Penalty: 3332.734375
	Iteration 6Q: 3 clusters Score -2640034 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2640759.500000 Penalty: 3332.734375
	Iteration 7Q: 3 clusters Score -2640760 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2641729.250000 Penalty: 3332.734375
	Iteration 8F: 3 clusters Score -2641729 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2642872.750000 Penalty: 3332.734375
	Iteration 9F: 3 clusters Score -2642873 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2644033.250000 Penalty: 3332.734375
	Iteration 10F: 3 clusters Score -2644033 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2645019.000000 Penalty: 3332.734375
	Iteration 11Q: 3 clusters Score -2645019 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2645760.000000 Penalty: 3332.734375
	Iteration 12Q: 3 clusters Score -2645760 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2646320.000000 Penalty: 3332.734375
	Iteration 13Q: 3 clusters Score -2646320 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2646765.750000 Penalty: 3332.734375
	Iteration 14Q: 3 clusters Score -2646766 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -2647109.250000 Penalty: 3332.734375
	Iteration 15Q: 3 clusters Score -2647109 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -2647390.750000 Penalty: 3332.734375
	Iteration 16Q: 3 clusters Score -2647391 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2647661.000000 Penalty: 3332.734375
	Iteration 17Q: 3 clusters Score -2647661 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -2647872.500000 Penalty: 3332.734375
	Iteration 18Q: 3 clusters Score -2647872 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -2648057.250000 Penalty: 3332.734375
	Iteration 19Q: 3 clusters Score -2648057 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -2648233.000000 Penalty: 3332.734375
	Iteration 20F: 3 clusters Score -2648233 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -2648380.000000 Penalty: 3332.734375
	Iteration 21Q: 3 clusters Score -2648380 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -2648470.500000 Penalty: 3332.734375
	Iteration 22Q: 3 clusters Score -2648470 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -2648548.750000 Penalty: 3332.734375
	Iteration 23Q: 3 clusters Score -2648549 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -2648582.250000 Penalty: 3332.734375
	Iteration 24Q: 3 clusters Score -2648582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -2648615.250000 Penalty: 3332.734375
	Iteration 25Q: 3 clusters Score -2648615 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -2648637.750000 Penalty: 3332.734375
	Iteration 26Q: 3 clusters Score -2648638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -2648646.750000 Penalty: 3332.734375
	Iteration 27Q: 3 clusters Score -2648647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2648651.750000 Penalty: 3332.734375
	Iteration 28Q: 3 clusters Score -2648652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2648664.000000 Penalty: 3332.734375
	Iteration 29Q: 3 clusters Score -2648664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2648665.250000 Penalty: 3332.734375
	Iteration 30Q: 3 clusters Score -2648665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2648671.750000 Penalty: 3332.734375
	Iteration 31Q: 3 clusters Score -2648672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2648668.250000 Penalty: 3332.734375
	Iteration 32Q: 3 clusters Score -2648668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -2648669.000000 Penalty: 3332.734375
	Iteration 33Q: 3 clusters Score -2648669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -2648670.000000 Penalty: 3332.734375
	Iteration 34Q: 3 clusters Score -2648670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -2648674.000000 Penalty: 3332.734375
	Iteration 35Q: 3 clusters Score -2648674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -2648674.000000 Penalty: 3332.734375
	Iteration 36Q: 3 clusters Score -2648674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -2648674.750000 Penalty: 3332.734375
	Iteration 37Q: 3 clusters Score -2648675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -2648675.750000 Penalty: 3332.734375
	Iteration 38Q: 3 clusters Score -2648676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -2648675.750000 Penalty: 3332.734375
	Iteration 39Q: 3 clusters Score -2648676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -2648678.000000 Penalty: 3332.734375
	Iteration 40F: 3 clusters Score -2648678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -830537.812500 Penalty: 1487.005371
	Iteration 0F: 2 clusters Score -830537.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -823699.687500 Penalty: 2974.010742
	Iteration 0F: 3 clusters Score -823699.7 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -826104.562500 Penalty: 2974.010742
	Iteration 1F: 3 clusters Score -826104.6 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -826481.312500 Penalty: 2974.010742
	Iteration 2F: 3 clusters Score -826481.3 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -826919.437500 Penalty: 2974.010742
	Iteration 3F: 3 clusters Score -826919.4 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -827381.125000 Penalty: 2974.010742
	Iteration 4F: 3 clusters Score -827381.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -827801.125000 Penalty: 2974.010742
	Iteration 5F: 3 clusters Score -827801.1 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -828102.750000 Penalty: 2974.010742
	Iteration 6F: 3 clusters Score -828102.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -828341.187500 Penalty: 2974.010742
	Iteration 7Q: 3 clusters Score -828341.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -828542.812500 Penalty: 2974.010742
	Iteration 8Q: 3 clusters Score -828542.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -828677.937500 Penalty: 2974.010742
	Iteration 9Q: 3 clusters Score -828677.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -828756.000000 Penalty: 2974.010742
	Iteration 10Q: 3 clusters Score -828756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -828825.250000 Penalty: 2974.010742
	Iteration 11Q: 3 clusters Score -828825.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -828871.375000 Penalty: 2974.010742
	Iteration 12Q: 3 clusters Score -828871.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -828902.937500 Penalty: 2974.010742
	Iteration 13Q: 3 clusters Score -828902.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -828922.000000 Penalty: 2974.010742
	Iteration 14Q: 3 clusters Score -828922 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -828938.750000 Penalty: 2974.010742
	Iteration 15Q: 3 clusters Score -828938.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -828954.437500 Penalty: 2974.010742
	Iteration 16Q: 3 clusters Score -828954.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -828975.062500 Penalty: 2974.010742
	Iteration 17Q: 3 clusters Score -828975.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -828995.312500 Penalty: 2974.010742
	Iteration 18Q: 3 clusters Score -828995.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -829017.312500 Penalty: 2974.010742
	Iteration 19Q: 3 clusters Score -829017.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -829052.125000 Penalty: 2974.010742
	Iteration 20F: 3 clusters Score -829052.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -829098.375000 Penalty: 2974.010742
	Iteration 21Q: 3 clusters Score -829098.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -829143.250000 Penalty: 2974.010742
	Iteration 22Q: 3 clusters Score -829143.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -829178.875000 Penalty: 2974.010742
	Iteration 23Q: 3 clusters Score -829178.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -829208.125000 Penalty: 2974.010742
	Iteration 24Q: 3 clusters Score -829208.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -829235.812500 Penalty: 2974.010742
	Iteration 25Q: 3 clusters Score -829235.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -829264.375000 Penalty: 2974.010742
	Iteration 26Q: 3 clusters Score -829264.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -829287.000000 Penalty: 2974.010742
	Iteration 27Q: 3 clusters Score -829287 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -829303.562500 Penalty: 2974.010742
	Iteration 28Q: 3 clusters Score -829303.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -829323.375000 Penalty: 2974.010742
	Iteration 29Q: 3 clusters Score -829323.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -829334.000000 Penalty: 2974.010742
	Iteration 30Q: 3 clusters Score -829334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -829347.437500 Penalty: 2974.010742
	Iteration 31Q: 3 clusters Score -829347.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -829362.062500 Penalty: 2974.010742
	Iteration 32Q: 3 clusters Score -829362.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -829375.687500 Penalty: 2974.010742
	Iteration 33Q: 3 clusters Score -829375.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -829380.937500 Penalty: 2974.010742
	Iteration 34Q: 3 clusters Score -829380.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -829389.375000 Penalty: 2974.010742
	Iteration 35Q: 3 clusters Score -829389.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -829394.375000 Penalty: 2974.010742
	Iteration 36Q: 3 clusters Score -829394.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -829396.750000 Penalty: 2974.010742
	Iteration 37Q: 3 clusters Score -829396.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -829400.687500 Penalty: 2974.010742
	Iteration 38Q: 3 clusters Score -829400.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -829400.500000 Penalty: 2974.010742
	Iteration 39Q: 3 clusters Score -829400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -829401.437500 Penalty: 2974.010742
	Iteration 40F: 3 clusters Score -829401.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -829403.125000 Penalty: 2974.010742
	Iteration 41Q: 3 clusters Score -829403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -829405.250000 Penalty: 2974.010742
	Iteration 42Q: 3 clusters Score -829405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -829405.187500 Penalty: 2974.010742
	Iteration 43Q: 3 clusters Score -829405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -829405.937500 Penalty: 2974.010742
	Iteration 44Q: 3 clusters Score -829405.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -829406.437500 Penalty: 2974.010742
	Iteration 45Q: 3 clusters Score -829406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -829407.625000 Penalty: 2974.010742
	Iteration 46Q: 3 clusters Score -829407.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -829407.750000 Penalty: 2974.010742
	Iteration 47Q: 3 clusters Score -829407.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -829409.750000 Penalty: 2974.010742
	Iteration 48Q: 3 clusters Score -829409.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -829409.437500 Penalty: 2974.010742
	Iteration 49Q: 3 clusters Score -829409.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -829410.437500 Penalty: 2974.010742
	Iteration 50Q: 3 clusters Score -829410.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -829412.000000 Penalty: 2974.010742
	Iteration 51Q: 3 clusters Score -829412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -829411.437500 Penalty: 2974.010742
	Iteration 52Q: 3 clusters Score -829411.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -829413.750000 Penalty: 2974.010742
	Iteration 53Q: 3 clusters Score -829413.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -829412.625000 Penalty: 2974.010742
	Iteration 54Q: 3 clusters Score -829412.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -829415.000000 Penalty: 2974.010742
	Iteration 55Q: 3 clusters Score -829415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -829415.250000 Penalty: 2974.010742
	Iteration 56Q: 3 clusters Score -829415.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -829415.375000 Penalty: 2974.010742
	Iteration 57Q: 3 clusters Score -829415.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -829418.062500 Penalty: 2974.010742
	Iteration 58Q: 3 clusters Score -829418.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -829419.875000 Penalty: 2974.010742
	Iteration 59Q: 3 clusters Score -829419.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -829418.875000 Penalty: 2974.010742
	Iteration 60F: 3 clusters Score -829418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -829418.937500 Penalty: 2974.010742
	Iteration 61Q: 3 clusters Score -829418.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -829418.375000 Penalty: 2974.010742
	Iteration 62Q: 3 clusters Score -829418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -829419.437500 Penalty: 2974.010742
	Iteration 63Q: 3 clusters Score -829419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -829419.187500 Penalty: 2974.010742
	Iteration 64Q: 3 clusters Score -829419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -829419.812500 Penalty: 2974.010742
	Iteration 65Q: 3 clusters Score -829419.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -829419.812500 Penalty: 2974.010742
	Iteration 66F: 3 clusters Score -829419.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Entering Unmasked Estep 
Score: -455415.875000 Penalty: 1381.588013
	Iteration 0F: 2 clusters Score -455415.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -451527.156250 Penalty: 2763.176025
	Iteration 0F: 3 clusters Score -451527.2 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -452651.468750 Penalty: 2763.176025
	Iteration 1F: 3 clusters Score -452651.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -452864.062500 Penalty: 2763.176025
	Iteration 2F: 3 clusters Score -452864.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -452991.062500 Penalty: 2763.176025
	Iteration 3F: 3 clusters Score -452991.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -453063.718750 Penalty: 2763.176025
	Iteration 4Q: 3 clusters Score -453063.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -453122.406250 Penalty: 2763.176025
	Iteration 5Q: 3 clusters Score -453122.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -453171.718750 Penalty: 2763.176025
	Iteration 6Q: 3 clusters Score -453171.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -453222.968750 Penalty: 2763.176025
	Iteration 7Q: 3 clusters Score -453223 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -453273.093750 Penalty: 2763.176025
	Iteration 8Q: 3 clusters Score -453273.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -453328.968750 Penalty: 2763.176025
	Iteration 9Q: 3 clusters Score -453329 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -453398.625000 Penalty: 2763.176025
	Iteration 10Q: 3 clusters Score -453398.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -453469.250000 Penalty: 2763.176025
	Iteration 11Q: 3 clusters Score -453469.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -453541.968750 Penalty: 2763.176025
	Iteration 12Q: 3 clusters Score -453542 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -453612.843750 Penalty: 2763.176025
	Iteration 13Q: 3 clusters Score -453612.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -453681.187500 Penalty: 2763.176025
	Iteration 14Q: 3 clusters Score -453681.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -453749.375000 Penalty: 2763.176025
	Iteration 15Q: 3 clusters Score -453749.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -453814.437500 Penalty: 2763.176025
	Iteration 16Q: 3 clusters Score -453814.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -453891.281250 Penalty: 2763.176025
	Iteration 17Q: 3 clusters Score -453891.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -453969.437500 Penalty: 2763.176025
	Iteration 18Q: 3 clusters Score -453969.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -454047.687500 Penalty: 2763.176025
	Iteration 19Q: 3 clusters Score -454047.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -454119.187500 Penalty: 2763.176025
	Iteration 20F: 3 clusters Score -454119.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -454177.093750 Penalty: 2763.176025
	Iteration 21Q: 3 clusters Score -454177.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -454210.500000 Penalty: 2763.176025
	Iteration 22Q: 3 clusters Score -454210.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -454238.375000 Penalty: 2763.176025
	Iteration 23Q: 3 clusters Score -454238.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -454264.812500 Penalty: 2763.176025
	Iteration 24Q: 3 clusters Score -454264.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -454282.218750 Penalty: 2763.176025
	Iteration 25Q: 3 clusters Score -454282.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -454291.562500 Penalty: 2763.176025
	Iteration 26Q: 3 clusters Score -454291.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -454305.218750 Penalty: 2763.176025
	Iteration 27Q: 3 clusters Score -454305.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -454311.593750 Penalty: 2763.176025
	Iteration 28Q: 3 clusters Score -454311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -454315.968750 Penalty: 2763.176025
	Iteration 29Q: 3 clusters Score -454316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -454317.218750 Penalty: 2763.176025
	Iteration 30Q: 3 clusters Score -454317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -454319.125000 Penalty: 2763.176025
	Iteration 31Q: 3 clusters Score -454319.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -454321.062500 Penalty: 2763.176025
	Iteration 32Q: 3 clusters Score -454321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -454322.312500 Penalty: 2763.176025
	Iteration 33Q: 3 clusters Score -454322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -454322.468750 Penalty: 2763.176025
	Iteration 34Q: 3 clusters Score -454322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -454323.687500 Penalty: 2763.176025
	Iteration 35Q: 3 clusters Score -454323.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -454324.531250 Penalty: 2763.176025
	Iteration 36Q: 3 clusters Score -454324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -454327.718750 Penalty: 2763.176025
	Iteration 37Q: 3 clusters Score -454327.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -454329.375000 Penalty: 2763.176025
	Iteration 38Q: 3 clusters Score -454329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -454330.843750 Penalty: 2763.176025
	Iteration 39Q: 3 clusters Score -454330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -454330.843750 Penalty: 2763.176025
	Iteration 40F: 3 clusters Score -454330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Entering Unmasked Estep 
Score: -1662356.375000 Penalty: 1594.330078
	Iteration 0F: 2 clusters Score -1662356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1649844.000000 Penalty: 3188.660156
	Iteration 0F: 3 clusters Score -1649844 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1654295.625000 Penalty: 3188.660156
	Iteration 1F: 3 clusters Score -1654296 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1654623.500000 Penalty: 3188.660156
	Iteration 2F: 3 clusters Score -1654624 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1654902.250000 Penalty: 3188.660156
	Iteration 3Q: 3 clusters Score -1654902 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1655202.875000 Penalty: 3188.660156
	Iteration 4Q: 3 clusters Score -1655203 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1655528.125000 Penalty: 3188.660156
	Iteration 5Q: 3 clusters Score -1655528 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1655897.750000 Penalty: 3188.660156
	Iteration 6Q: 3 clusters Score -1655898 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1656356.375000 Penalty: 3188.660156
	Iteration 7Q: 3 clusters Score -1656356 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1656946.750000 Penalty: 3188.660156
	Iteration 8F: 3 clusters Score -1656947 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1657623.125000 Penalty: 3188.660156
	Iteration 9F: 3 clusters Score -1657623 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -1658381.125000 Penalty: 3188.660156
	Iteration 10F: 3 clusters Score -1658381 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -1659078.375000 Penalty: 3188.660156
	Iteration 11Q: 3 clusters Score -1659078 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1659642.750000 Penalty: 3188.660156
	Iteration 12Q: 3 clusters Score -1659643 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -1660134.125000 Penalty: 3188.660156
	Iteration 13Q: 3 clusters Score -1660134 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1660560.250000 Penalty: 3188.660156
	Iteration 14Q: 3 clusters Score -1660560 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -1660795.000000 Penalty: 3188.660156
	Iteration 15Q: 3 clusters Score -1660795 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -1660898.875000 Penalty: 3188.660156
	Iteration 16Q: 3 clusters Score -1660899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1660960.250000 Penalty: 3188.660156
	Iteration 17Q: 3 clusters Score -1660960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -1661004.125000 Penalty: 3188.660156
	Iteration 18Q: 3 clusters Score -1661004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -1661036.250000 Penalty: 3188.660156
	Iteration 19Q: 3 clusters Score -1661036 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1661051.125000 Penalty: 3188.660156
	Iteration 20F: 3 clusters Score -1661051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -1661064.750000 Penalty: 3188.660156
	Iteration 21Q: 3 clusters Score -1661065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -1661076.250000 Penalty: 3188.660156
	Iteration 22Q: 3 clusters Score -1661076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1661084.750000 Penalty: 3188.660156
	Iteration 23Q: 3 clusters Score -1661085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -1661093.125000 Penalty: 3188.660156
	Iteration 24Q: 3 clusters Score -1661093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1661095.125000 Penalty: 3188.660156
	Iteration 25Q: 3 clusters Score -1661095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1661097.750000 Penalty: 3188.660156
	Iteration 26Q: 3 clusters Score -1661098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -1661101.125000 Penalty: 3188.660156
	Iteration 27Q: 3 clusters Score -1661101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -1661103.375000 Penalty: 3188.660156
	Iteration 28Q: 3 clusters Score -1661103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1661103.625000 Penalty: 3188.660156
	Iteration 29Q: 3 clusters Score -1661104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -1661111.000000 Penalty: 3188.660156
	Iteration 30Q: 3 clusters Score -1661111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1661113.625000 Penalty: 3188.660156
	Iteration 31Q: 3 clusters Score -1661114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -1661119.000000 Penalty: 3188.660156
	Iteration 32Q: 3 clusters Score -1661119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1661119.000000 Penalty: 3188.660156
	Iteration 33Q: 3 clusters Score -1661119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1661124.000000 Penalty: 3188.660156
	Iteration 34Q: 3 clusters Score -1661124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661121.750000 Penalty: 3188.660156
	Iteration 35Q: 3 clusters Score -1661122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -1661123.875000 Penalty: 3188.660156
	Iteration 36Q: 3 clusters Score -1661124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1661123.375000 Penalty: 3188.660156
	Iteration 37Q: 3 clusters Score -1661123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1661126.500000 Penalty: 3188.660156
	Iteration 38Q: 3 clusters Score -1661126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -1661127.750000 Penalty: 3188.660156
	Iteration 39Q: 3 clusters Score -1661128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1661125.125000 Penalty: 3188.660156
	Iteration 40F: 3 clusters Score -1661125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -1661127.125000 Penalty: 3188.660156
	Iteration 41Q: 3 clusters Score -1661127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -1661129.000000 Penalty: 3188.660156
	Iteration 42Q: 3 clusters Score -1661129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661130.000000 Penalty: 3188.660156
	Iteration 43Q: 3 clusters Score -1661130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661132.750000 Penalty: 3188.660156
	Iteration 44Q: 3 clusters Score -1661133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661131.250000 Penalty: 3188.660156
	Iteration 45Q: 3 clusters Score -1661131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661133.250000 Penalty: 3188.660156
	Iteration 46Q: 3 clusters Score -1661133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1661133.250000 Penalty: 3188.660156
	Iteration 47F: 3 clusters Score -1661133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Entering Unmasked Estep 
Score: -1682181.125000 Penalty: 1593.875122
	Iteration 0F: 2 clusters Score -1682181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1669727.625000 Penalty: 3187.750244
	Iteration 0F: 3 clusters Score -1669728 nChanged 8155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1674169.250000 Penalty: 3187.750244
	Iteration 1F: 3 clusters Score -1674169 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1674563.875000 Penalty: 3187.750244
	Iteration 2F: 3 clusters Score -1674564 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1674941.125000 Penalty: 3187.750244
	Iteration 3Q: 3 clusters Score -1674941 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1675357.375000 Penalty: 3187.750244
	Iteration 4Q: 3 clusters Score -1675357 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1675855.875000 Penalty: 3187.750244
	Iteration 5Q: 3 clusters Score -1675856 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1676424.125000 Penalty: 3187.750244
	Iteration 6F: 3 clusters Score -1676424 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1677035.750000 Penalty: 3187.750244
	Iteration 7F: 3 clusters Score -1677036 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1677735.125000 Penalty: 3187.750244
	Iteration 8F: 3 clusters Score -1677735 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1678399.750000 Penalty: 3187.750244
	Iteration 9F: 3 clusters Score -1678400 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1679026.750000 Penalty: 3187.750244
	Iteration 10Q: 3 clusters Score -1679027 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1679591.750000 Penalty: 3187.750244
	Iteration 11Q: 3 clusters Score -1679592 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1680027.375000 Penalty: 3187.750244
	Iteration 12Q: 3 clusters Score -1680027 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1680337.250000 Penalty: 3187.750244
	Iteration 13Q: 3 clusters Score -1680337 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1680541.875000 Penalty: 3187.750244
	Iteration 14Q: 3 clusters Score -1680542 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1680683.250000 Penalty: 3187.750244
	Iteration 15Q: 3 clusters Score -1680683 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1680756.500000 Penalty: 3187.750244
	Iteration 16Q: 3 clusters Score -1680756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1680822.125000 Penalty: 3187.750244
	Iteration 17Q: 3 clusters Score -1680822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1680862.250000 Penalty: 3187.750244
	Iteration 18Q: 3 clusters Score -1680862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1680894.375000 Penalty: 3187.750244
	Iteration 19Q: 3 clusters Score -1680894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1680917.250000 Penalty: 3187.750244
	Iteration 20F: 3 clusters Score -1680917 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1680929.750000 Penalty: 3187.750244
	Iteration 21Q: 3 clusters Score -1680930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1680936.500000 Penalty: 3187.750244
	Iteration 22Q: 3 clusters Score -1680936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1680940.625000 Penalty: 3187.750244
	Iteration 23Q: 3 clusters Score -1680941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1680947.250000 Penalty: 3187.750244
	Iteration 24Q: 3 clusters Score -1680947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1680951.250000 Penalty: 3187.750244
	Iteration 25Q: 3 clusters Score -1680951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1680950.125000 Penalty: 3187.750244
	Iteration 26Q: 3 clusters Score -1680950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1680953.125000 Penalty: 3187.750244
	Iteration 27Q: 3 clusters Score -1680953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1680956.375000 Penalty: 3187.750244
	Iteration 28Q: 3 clusters Score -1680956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1680959.000000 Penalty: 3187.750244
	Iteration 29Q: 3 clusters Score -1680959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1680961.875000 Penalty: 3187.750244
	Iteration 30Q: 3 clusters Score -1680962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1680962.375000 Penalty: 3187.750244
	Iteration 31Q: 3 clusters Score -1680962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1680963.125000 Penalty: 3187.750244
	Iteration 32Q: 3 clusters Score -1680963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1680963.250000 Penalty: 3187.750244
	Iteration 33Q: 3 clusters Score -1680963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1680963.500000 Penalty: 3187.750244
	Iteration 34Q: 3 clusters Score -1680964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1680963.500000 Penalty: 3187.750244
	Iteration 35F: 3 clusters Score -1680964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71810 members 
Entering Unmasked Estep 
Score: -6649693.500000 Penalty: 1817.039062
	Iteration 0F: 2 clusters Score -6649694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -6602176.500000 Penalty: 3634.078125
	Iteration 0F: 3 clusters Score -6602176 nChanged 34029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 34257 members 
Entering Unmasked Estep 
Score: -6622043.000000 Penalty: 3634.078125
	Iteration 1F: 3 clusters Score -6622043 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -6623204.500000 Penalty: 3634.078125
	Iteration 2Q: 3 clusters Score -6623204 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -6624672.000000 Penalty: 3634.078125
	Iteration 3Q: 3 clusters Score -6624672 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -6626739.000000 Penalty: 3634.078125
	Iteration 4F: 3 clusters Score -6626739 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -6629107.500000 Penalty: 3634.078125
	Iteration 5F: 3 clusters Score -6629108 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47095 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -6631760.500000 Penalty: 3634.078125
	Iteration 6F: 3 clusters Score -6631760 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -6634612.000000 Penalty: 3634.078125
	Iteration 7F: 3 clusters Score -6634612 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53305 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -6637329.000000 Penalty: 3634.078125
	Iteration 8F: 3 clusters Score -6637329 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6639642.000000 Penalty: 3634.078125
	Iteration 9Q: 3 clusters Score -6639642 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58262 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -6641389.000000 Penalty: 3634.078125
	Iteration 10Q: 3 clusters Score -6641389 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -6642643.500000 Penalty: 3634.078125
	Iteration 11Q: 3 clusters Score -6642644 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61700 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -6643607.000000 Penalty: 3634.078125
	Iteration 12Q: 3 clusters Score -6643607 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63075 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -6644373.500000 Penalty: 3634.078125
	Iteration 13Q: 3 clusters Score -6644374 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -6645044.000000 Penalty: 3634.078125
	Iteration 14Q: 3 clusters Score -6645044 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -6645722.000000 Penalty: 3634.078125
	Iteration 15Q: 3 clusters Score -6645722 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66474 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -6646378.000000 Penalty: 3634.078125
	Iteration 16Q: 3 clusters Score -6646378 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67305 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -6646817.500000 Penalty: 3634.078125
	Iteration 17Q: 3 clusters Score -6646818 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6647180.500000 Penalty: 3634.078125
	Iteration 18Q: 3 clusters Score -6647180 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68502 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -6647484.000000 Penalty: 3634.078125
	Iteration 19Q: 3 clusters Score -6647484 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68953 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6647748.500000 Penalty: 3634.078125
	Iteration 20F: 3 clusters Score -6647748 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69303 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -6647935.500000 Penalty: 3634.078125
	Iteration 21Q: 3 clusters Score -6647936 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69572 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6648034.500000 Penalty: 3634.078125
	Iteration 22Q: 3 clusters Score -6648034 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69770 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6648149.000000 Penalty: 3634.078125
	Iteration 23Q: 3 clusters Score -6648149 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69939 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6648224.000000 Penalty: 3634.078125
	Iteration 24Q: 3 clusters Score -6648224 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6648281.000000 Penalty: 3634.078125
	Iteration 25Q: 3 clusters Score -6648281 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70149 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6648309.500000 Penalty: 3634.078125
	Iteration 26Q: 3 clusters Score -6648310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70226 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6648343.000000 Penalty: 3634.078125
	Iteration 27Q: 3 clusters Score -6648343 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70292 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -6648379.000000 Penalty: 3634.078125
	Iteration 28Q: 3 clusters Score -6648379 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6648387.000000 Penalty: 3634.078125
	Iteration 29Q: 3 clusters Score -6648387 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6648399.000000 Penalty: 3634.078125
	Iteration 30Q: 3 clusters Score -6648399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70417 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6648398.000000 Penalty: 3634.078125
	Iteration 31Q: 3 clusters Score -6648398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70433 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6648400.500000 Penalty: 3634.078125
	Iteration 32Q: 3 clusters Score -6648400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70452 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -6648409.500000 Penalty: 3634.078125
	Iteration 33Q: 3 clusters Score -6648410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70470 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6648407.500000 Penalty: 3634.078125
	Iteration 34Q: 3 clusters Score -6648408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -6648415.500000 Penalty: 3634.078125
	Iteration 35Q: 3 clusters Score -6648416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6648417.500000 Penalty: 3634.078125
	Iteration 36Q: 3 clusters Score -6648418 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70524 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6648414.500000 Penalty: 3634.078125
	Iteration 37Q: 3 clusters Score -6648414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70545 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6648427.500000 Penalty: 3634.078125
	Iteration 38Q: 3 clusters Score -6648428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70565 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6648437.000000 Penalty: 3634.078125
	Iteration 39Q: 3 clusters Score -6648437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70580 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6648433.000000 Penalty: 3634.078125
	Iteration 40F: 3 clusters Score -6648433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6648446.500000 Penalty: 3634.078125
	Iteration 41Q: 3 clusters Score -6648446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6648449.000000 Penalty: 3634.078125
	Iteration 42Q: 3 clusters Score -6648449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70622 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6648449.500000 Penalty: 3634.078125
	Iteration 43Q: 3 clusters Score -6648450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6648463.500000 Penalty: 3634.078125
	Iteration 44Q: 3 clusters Score -6648464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -6648476.500000 Penalty: 3634.078125
	Iteration 45Q: 3 clusters Score -6648476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70665 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6648482.500000 Penalty: 3634.078125
	Iteration 46Q: 3 clusters Score -6648482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70674 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6648481.500000 Penalty: 3634.078125
	Iteration 47Q: 3 clusters Score -6648482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70679 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6648480.000000 Penalty: 3634.078125
	Iteration 48Q: 3 clusters Score -6648480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -6648477.500000 Penalty: 3634.078125
	Iteration 49Q: 3 clusters Score -6648478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70689 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -6648480.500000 Penalty: 3634.078125
	Iteration 50Q: 3 clusters Score -6648480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6648482.000000 Penalty: 3634.078125
	Iteration 51Q: 3 clusters Score -6648482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70701 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6648488.000000 Penalty: 3634.078125
	Iteration 52Q: 3 clusters Score -6648488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6648486.500000 Penalty: 3634.078125
	Iteration 53Q: 3 clusters Score -6648486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70706 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6648483.000000 Penalty: 3634.078125
	Iteration 54Q: 3 clusters Score -6648483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6648483.500000 Penalty: 3634.078125
	Iteration 55Q: 3 clusters Score -6648484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6648487.000000 Penalty: 3634.078125
	Iteration 56Q: 3 clusters Score -6648487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70707 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6648487.000000 Penalty: 3634.078125
	Iteration 57Q: 3 clusters Score -6648487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6648482.500000 Penalty: 3634.078125
	Iteration 58Q: 3 clusters Score -6648482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70708 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6648482.500000 Penalty: 3634.078125
	Iteration 59F: 3 clusters Score -6648482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Entering Unmasked Estep 
Score: -974052.187500 Penalty: 1512.919800
	Iteration 0F: 2 clusters Score -974052.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -966270.625000 Penalty: 3025.839600
	Iteration 0F: 3 clusters Score -966270.6 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -968905.250000 Penalty: 3025.839600
	Iteration 1F: 3 clusters Score -968905.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -969163.500000 Penalty: 3025.839600
	Iteration 2F: 3 clusters Score -969163.5 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -969435.125000 Penalty: 3025.839600
	Iteration 3F: 3 clusters Score -969435.1 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -969758.687500 Penalty: 3025.839600
	Iteration 4F: 3 clusters Score -969758.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -970116.187500 Penalty: 3025.839600
	Iteration 5F: 3 clusters Score -970116.2 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -970496.187500 Penalty: 3025.839600
	Iteration 6F: 3 clusters Score -970496.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -970854.750000 Penalty: 3025.839600
	Iteration 7F: 3 clusters Score -970854.8 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -971168.625000 Penalty: 3025.839600
	Iteration 8Q: 3 clusters Score -971168.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -971425.562500 Penalty: 3025.839600
	Iteration 9Q: 3 clusters Score -971425.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -971618.687500 Penalty: 3025.839600
	Iteration 10Q: 3 clusters Score -971618.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -971784.000000 Penalty: 3025.839600
	Iteration 11Q: 3 clusters Score -971784 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -971912.937500 Penalty: 3025.839600
	Iteration 12Q: 3 clusters Score -971912.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -972031.812500 Penalty: 3025.839600
	Iteration 13Q: 3 clusters Score -972031.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -972148.437500 Penalty: 3025.839600
	Iteration 14Q: 3 clusters Score -972148.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -972278.875000 Penalty: 3025.839600
	Iteration 15Q: 3 clusters Score -972278.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -972400.500000 Penalty: 3025.839600
	Iteration 16Q: 3 clusters Score -972400.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -972485.125000 Penalty: 3025.839600
	Iteration 17Q: 3 clusters Score -972485.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -972533.125000 Penalty: 3025.839600
	Iteration 18Q: 3 clusters Score -972533.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -972578.187500 Penalty: 3025.839600
	Iteration 19Q: 3 clusters Score -972578.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -972604.062500 Penalty: 3025.839600
	Iteration 20F: 3 clusters Score -972604.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -972619.812500 Penalty: 3025.839600
	Iteration 21Q: 3 clusters Score -972619.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -972636.812500 Penalty: 3025.839600
	Iteration 22Q: 3 clusters Score -972636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -972646.750000 Penalty: 3025.839600
	Iteration 23Q: 3 clusters Score -972646.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -972658.375000 Penalty: 3025.839600
	Iteration 24Q: 3 clusters Score -972658.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -972671.250000 Penalty: 3025.839600
	Iteration 25Q: 3 clusters Score -972671.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -972681.250000 Penalty: 3025.839600
	Iteration 26Q: 3 clusters Score -972681.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -972689.562500 Penalty: 3025.839600
	Iteration 27Q: 3 clusters Score -972689.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -972696.500000 Penalty: 3025.839600
	Iteration 28Q: 3 clusters Score -972696.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -972704.562500 Penalty: 3025.839600
	Iteration 29Q: 3 clusters Score -972704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -972708.062500 Penalty: 3025.839600
	Iteration 30Q: 3 clusters Score -972708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -972713.750000 Penalty: 3025.839600
	Iteration 31Q: 3 clusters Score -972713.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -972713.875000 Penalty: 3025.839600
	Iteration 32Q: 3 clusters Score -972713.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -972715.937500 Penalty: 3025.839600
	Iteration 33Q: 3 clusters Score -972715.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -972722.625000 Penalty: 3025.839600
	Iteration 34Q: 3 clusters Score -972722.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -972723.812500 Penalty: 3025.839600
	Iteration 35Q: 3 clusters Score -972723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -972724.812500 Penalty: 3025.839600
	Iteration 36Q: 3 clusters Score -972724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -972725.812500 Penalty: 3025.839600
	Iteration 37Q: 3 clusters Score -972725.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -972729.562500 Penalty: 3025.839600
	Iteration 38Q: 3 clusters Score -972729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -972735.312500 Penalty: 3025.839600
	Iteration 39Q: 3 clusters Score -972735.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -972737.125000 Penalty: 3025.839600
	Iteration 40F: 3 clusters Score -972737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -972738.750000 Penalty: 3025.839600
	Iteration 41Q: 3 clusters Score -972738.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -972742.375000 Penalty: 3025.839600
	Iteration 42Q: 3 clusters Score -972742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -972745.750000 Penalty: 3025.839600
	Iteration 43Q: 3 clusters Score -972745.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -972746.187500 Penalty: 3025.839600
	Iteration 44Q: 3 clusters Score -972746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -972747.937500 Penalty: 3025.839600
	Iteration 45Q: 3 clusters Score -972747.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -972749.062500 Penalty: 3025.839600
	Iteration 46Q: 3 clusters Score -972749.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -972749.062500 Penalty: 3025.839600
	Iteration 47F: 3 clusters Score -972749.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -62735.867188 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -62735.87 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 383 members 
Entering Unmasked Estep 
Score: -61440.585938 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -61440.59 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61696.117188 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -61696.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61774.792969 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -61774.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61817.183594 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -61817.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -61840.132812 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -61840.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -61855.144531 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -61855.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61866.003906 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -61866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -61872.117188 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -61872.12 nChanged 1
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: -61872.406250 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -61872.41 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: -61872.406250 Penalty: 2157.534668
	Iteration 9F: 3 clusters Score -61872.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Entering Unmasked Estep 
Score: -222838.546875 Penalty: 1271.082153
	Iteration 0F: 2 clusters Score -222838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -220440.703125 Penalty: 2542.164307
	Iteration 0F: 3 clusters Score -220440.7 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -220958.296875 Penalty: 2542.164307
	Iteration 1F: 3 clusters Score -220958.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -221144.031250 Penalty: 2542.164307
	Iteration 2F: 3 clusters Score -221144 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221292.843750 Penalty: 2542.164307
	Iteration 3F: 3 clusters Score -221292.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -221384.843750 Penalty: 2542.164307
	Iteration 4F: 3 clusters Score -221384.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221438.750000 Penalty: 2542.164307
	Iteration 5Q: 3 clusters Score -221438.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -221478.515625 Penalty: 2542.164307
	Iteration 6Q: 3 clusters Score -221478.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -221503.312500 Penalty: 2542.164307
	Iteration 7Q: 3 clusters Score -221503.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221520.796875 Penalty: 2542.164307
	Iteration 8Q: 3 clusters Score -221520.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -221538.312500 Penalty: 2542.164307
	Iteration 9Q: 3 clusters Score -221538.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221547.281250 Penalty: 2542.164307
	Iteration 10Q: 3 clusters Score -221547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -221551.437500 Penalty: 2542.164307
	Iteration 11Q: 3 clusters Score -221551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -221554.984375 Penalty: 2542.164307
	Iteration 12Q: 3 clusters Score -221555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221558.156250 Penalty: 2542.164307
	Iteration 13Q: 3 clusters Score -221558.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -221560.234375 Penalty: 2542.164307
	Iteration 14Q: 3 clusters Score -221560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221561.625000 Penalty: 2542.164307
	Iteration 15Q: 3 clusters Score -221561.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -221563.156250 Penalty: 2542.164307
	Iteration 16Q: 3 clusters Score -221563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -221564.703125 Penalty: 2542.164307
	Iteration 17Q: 3 clusters Score -221564.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -221567.218750 Penalty: 2542.164307
	Iteration 18Q: 3 clusters Score -221567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -221570.953125 Penalty: 2542.164307
	Iteration 19Q: 3 clusters Score -221571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -221574.718750 Penalty: 2542.164307
	Iteration 20F: 3 clusters Score -221574.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -221576.875000 Penalty: 2542.164307
	Iteration 21Q: 3 clusters Score -221576.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -221581.109375 Penalty: 2542.164307
	Iteration 22Q: 3 clusters Score -221581.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -221582.890625 Penalty: 2542.164307
	Iteration 23Q: 3 clusters Score -221582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221584.234375 Penalty: 2542.164307
	Iteration 24Q: 3 clusters Score -221584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -221584.593750 Penalty: 2542.164307
	Iteration 25Q: 3 clusters Score -221584.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -221585.296875 Penalty: 2542.164307
	Iteration 26Q: 3 clusters Score -221585.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -221585.671875 Penalty: 2542.164307
	Iteration 27Q: 3 clusters Score -221585.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -221585.671875 Penalty: 2542.164307
	Iteration 28F: 3 clusters Score -221585.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Entering Unmasked Estep 
Score: -2730357.500000 Penalty: 1677.335815
	Iteration 0F: 2 clusters Score -2730358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2709985.500000 Penalty: 3354.671631
	Iteration 0F: 3 clusters Score -2709986 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2717672.500000 Penalty: 3354.671631
	Iteration 1F: 3 clusters Score -2717672 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2718075.750000 Penalty: 3354.671631
	Iteration 2Q: 3 clusters Score -2718076 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2718435.250000 Penalty: 3354.671631
	Iteration 3Q: 3 clusters Score -2718435 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2718849.750000 Penalty: 3354.671631
	Iteration 4Q: 3 clusters Score -2718850 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2719343.750000 Penalty: 3354.671631
	Iteration 5Q: 3 clusters Score -2719344 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -2720008.750000 Penalty: 3354.671631
	Iteration 6Q: 3 clusters Score -2720009 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2720910.000000 Penalty: 3354.671631
	Iteration 7F: 3 clusters Score -2720910 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -2722131.250000 Penalty: 3354.671631
	Iteration 8F: 3 clusters Score -2722131 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2723609.250000 Penalty: 3354.671631
	Iteration 9F: 3 clusters Score -2723609 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2725071.750000 Penalty: 3354.671631
	Iteration 10F: 3 clusters Score -2725072 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2726142.000000 Penalty: 3354.671631
	Iteration 11Q: 3 clusters Score -2726142 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -2726840.500000 Penalty: 3354.671631
	Iteration 12Q: 3 clusters Score -2726840 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2727300.000000 Penalty: 3354.671631
	Iteration 13Q: 3 clusters Score -2727300 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2727646.500000 Penalty: 3354.671631
	Iteration 14Q: 3 clusters Score -2727646 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2727952.750000 Penalty: 3354.671631
	Iteration 15Q: 3 clusters Score -2727953 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2728178.500000 Penalty: 3354.671631
	Iteration 16Q: 3 clusters Score -2728178 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2728342.000000 Penalty: 3354.671631
	Iteration 17Q: 3 clusters Score -2728342 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2728495.000000 Penalty: 3354.671631
	Iteration 18Q: 3 clusters Score -2728495 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2728625.500000 Penalty: 3354.671631
	Iteration 19Q: 3 clusters Score -2728626 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2728720.000000 Penalty: 3354.671631
	Iteration 20F: 3 clusters Score -2728720 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2728804.250000 Penalty: 3354.671631
	Iteration 21Q: 3 clusters Score -2728804 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2728897.500000 Penalty: 3354.671631
	Iteration 22Q: 3 clusters Score -2728898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2728940.000000 Penalty: 3354.671631
	Iteration 23Q: 3 clusters Score -2728940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2728969.500000 Penalty: 3354.671631
	Iteration 24Q: 3 clusters Score -2728970 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2728991.000000 Penalty: 3354.671631
	Iteration 25Q: 3 clusters Score -2728991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2729020.000000 Penalty: 3354.671631
	Iteration 26Q: 3 clusters Score -2729020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2729036.250000 Penalty: 3354.671631
	Iteration 27Q: 3 clusters Score -2729036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2729047.750000 Penalty: 3354.671631
	Iteration 28Q: 3 clusters Score -2729048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2729055.250000 Penalty: 3354.671631
	Iteration 29Q: 3 clusters Score -2729055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2729069.250000 Penalty: 3354.671631
	Iteration 30Q: 3 clusters Score -2729069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -2729076.000000 Penalty: 3354.671631
	Iteration 31Q: 3 clusters Score -2729076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2729083.500000 Penalty: 3354.671631
	Iteration 32Q: 3 clusters Score -2729084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2729087.000000 Penalty: 3354.671631
	Iteration 33Q: 3 clusters Score -2729087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2729090.250000 Penalty: 3354.671631
	Iteration 34Q: 3 clusters Score -2729090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2729092.250000 Penalty: 3354.671631
	Iteration 35Q: 3 clusters Score -2729092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2729091.500000 Penalty: 3354.671631
	Iteration 36Q: 3 clusters Score -2729092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2729092.500000 Penalty: 3354.671631
	Iteration 37Q: 3 clusters Score -2729092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2729092.500000 Penalty: 3354.671631
	Iteration 38F: 3 clusters Score -2729092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Entering Unmasked Estep 
Score: -209826.750000 Penalty: 1264.638428
	Iteration 0F: 2 clusters Score -209826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -207484.671875 Penalty: 2529.276855
	Iteration 0F: 3 clusters Score -207484.7 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208039.859375 Penalty: 2529.276855
	Iteration 1F: 3 clusters Score -208039.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -208183.515625 Penalty: 2529.276855
	Iteration 2F: 3 clusters Score -208183.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -208262.984375 Penalty: 2529.276855
	Iteration 3Q: 3 clusters Score -208263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -208332.875000 Penalty: 2529.276855
	Iteration 4Q: 3 clusters Score -208332.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -208369.625000 Penalty: 2529.276855
	Iteration 5Q: 3 clusters Score -208369.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -208396.562500 Penalty: 2529.276855
	Iteration 6Q: 3 clusters Score -208396.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -208415.234375 Penalty: 2529.276855
	Iteration 7Q: 3 clusters Score -208415.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -208426.968750 Penalty: 2529.276855
	Iteration 8Q: 3 clusters Score -208427 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -208435.671875 Penalty: 2529.276855
	Iteration 9Q: 3 clusters Score -208435.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -208443.187500 Penalty: 2529.276855
	Iteration 10Q: 3 clusters Score -208443.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -208448.125000 Penalty: 2529.276855
	Iteration 11Q: 3 clusters Score -208448.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -208452.343750 Penalty: 2529.276855
	Iteration 12Q: 3 clusters Score -208452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -208456.828125 Penalty: 2529.276855
	Iteration 13Q: 3 clusters Score -208456.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -208465.281250 Penalty: 2529.276855
	Iteration 14Q: 3 clusters Score -208465.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -208471.859375 Penalty: 2529.276855
	Iteration 15Q: 3 clusters Score -208471.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -208478.578125 Penalty: 2529.276855
	Iteration 16Q: 3 clusters Score -208478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -208483.906250 Penalty: 2529.276855
	Iteration 17Q: 3 clusters Score -208483.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208490.890625 Penalty: 2529.276855
	Iteration 18Q: 3 clusters Score -208490.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -208497.812500 Penalty: 2529.276855
	Iteration 19Q: 3 clusters Score -208497.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -208501.500000 Penalty: 2529.276855
	Iteration 20F: 3 clusters Score -208501.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -208507.312500 Penalty: 2529.276855
	Iteration 21Q: 3 clusters Score -208507.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -208512.484375 Penalty: 2529.276855
	Iteration 22Q: 3 clusters Score -208512.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -208515.734375 Penalty: 2529.276855
	Iteration 23Q: 3 clusters Score -208515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -208521.937500 Penalty: 2529.276855
	Iteration 24Q: 3 clusters Score -208521.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -208528.656250 Penalty: 2529.276855
	Iteration 25Q: 3 clusters Score -208528.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -208531.453125 Penalty: 2529.276855
	Iteration 26Q: 3 clusters Score -208531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208532.500000 Penalty: 2529.276855
	Iteration 27Q: 3 clusters Score -208532.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208535.203125 Penalty: 2529.276855
	Iteration 28Q: 3 clusters Score -208535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208537.843750 Penalty: 2529.276855
	Iteration 29Q: 3 clusters Score -208537.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -208543.515625 Penalty: 2529.276855
	Iteration 30Q: 3 clusters Score -208543.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -208550.078125 Penalty: 2529.276855
	Iteration 31Q: 3 clusters Score -208550.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -208557.546875 Penalty: 2529.276855
	Iteration 32Q: 3 clusters Score -208557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -208569.906250 Penalty: 2529.276855
	Iteration 33Q: 3 clusters Score -208569.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -208585.812500 Penalty: 2529.276855
	Iteration 34Q: 3 clusters Score -208585.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -208596.000000 Penalty: 2529.276855
	Iteration 35Q: 3 clusters Score -208596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -208609.484375 Penalty: 2529.276855
	Iteration 36Q: 3 clusters Score -208609.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -208627.468750 Penalty: 2529.276855
	Iteration 37Q: 3 clusters Score -208627.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -208645.359375 Penalty: 2529.276855
	Iteration 38Q: 3 clusters Score -208645.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -208670.406250 Penalty: 2529.276855
	Iteration 39Q: 3 clusters Score -208670.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -208697.515625 Penalty: 2529.276855
	Iteration 40F: 3 clusters Score -208697.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208723.875000 Penalty: 2529.276855
	Iteration 41Q: 3 clusters Score -208723.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -208753.562500 Penalty: 2529.276855
	Iteration 42Q: 3 clusters Score -208753.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -208780.500000 Penalty: 2529.276855
	Iteration 43Q: 3 clusters Score -208780.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -208813.453125 Penalty: 2529.276855
	Iteration 44Q: 3 clusters Score -208813.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -208834.625000 Penalty: 2529.276855
	Iteration 45Q: 3 clusters Score -208834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208848.250000 Penalty: 2529.276855
	Iteration 46Q: 3 clusters Score -208848.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -208863.437500 Penalty: 2529.276855
	Iteration 47Q: 3 clusters Score -208863.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -208874.265625 Penalty: 2529.276855
	Iteration 48Q: 3 clusters Score -208874.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -208884.468750 Penalty: 2529.276855
	Iteration 49Q: 3 clusters Score -208884.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -208895.718750 Penalty: 2529.276855
	Iteration 50Q: 3 clusters Score -208895.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208906.984375 Penalty: 2529.276855
	Iteration 51Q: 3 clusters Score -208907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -208914.640625 Penalty: 2529.276855
	Iteration 52Q: 3 clusters Score -208914.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -208922.390625 Penalty: 2529.276855
	Iteration 53Q: 3 clusters Score -208922.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208928.937500 Penalty: 2529.276855
	Iteration 54Q: 3 clusters Score -208928.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208934.515625 Penalty: 2529.276855
	Iteration 55Q: 3 clusters Score -208934.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208939.640625 Penalty: 2529.276855
	Iteration 56Q: 3 clusters Score -208939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208946.593750 Penalty: 2529.276855
	Iteration 57Q: 3 clusters Score -208946.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -208960.078125 Penalty: 2529.276855
	Iteration 58Q: 3 clusters Score -208960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -208971.750000 Penalty: 2529.276855
	Iteration 59Q: 3 clusters Score -208971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208987.671875 Penalty: 2529.276855
	Iteration 60F: 3 clusters Score -208987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -209004.140625 Penalty: 2529.276855
	Iteration 61Q: 3 clusters Score -209004.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -209010.093750 Penalty: 2529.276855
	Iteration 62Q: 3 clusters Score -209010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -209015.031250 Penalty: 2529.276855
	Iteration 63Q: 3 clusters Score -209015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -209019.765625 Penalty: 2529.276855
	Iteration 64Q: 3 clusters Score -209019.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -209022.000000 Penalty: 2529.276855
	Iteration 65Q: 3 clusters Score -209022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -209022.046875 Penalty: 2529.276855
	Iteration 66Q: 3 clusters Score -209022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -209022.046875 Penalty: 2529.276855
	Iteration 67F: 3 clusters Score -209022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -384089.343750 Penalty: 1361.376343
	Iteration 0F: 2 clusters Score -384089.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -380513.843750 Penalty: 2722.752686
	Iteration 0F: 3 clusters Score -380513.8 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -381497.656250 Penalty: 2722.752686
	Iteration 1F: 3 clusters Score -381497.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -381723.062500 Penalty: 2722.752686
	Iteration 2F: 3 clusters Score -381723.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -381877.000000 Penalty: 2722.752686
	Iteration 3F: 3 clusters Score -381877 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -382030.656250 Penalty: 2722.752686
	Iteration 4F: 3 clusters Score -382030.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -382190.750000 Penalty: 2722.752686
	Iteration 5F: 3 clusters Score -382190.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -382374.093750 Penalty: 2722.752686
	Iteration 6F: 3 clusters Score -382374.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -382548.375000 Penalty: 2722.752686
	Iteration 7Q: 3 clusters Score -382548.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -382716.062500 Penalty: 2722.752686
	Iteration 8Q: 3 clusters Score -382716.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -382834.718750 Penalty: 2722.752686
	Iteration 9Q: 3 clusters Score -382834.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -382930.500000 Penalty: 2722.752686
	Iteration 10Q: 3 clusters Score -382930.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -382988.375000 Penalty: 2722.752686
	Iteration 11Q: 3 clusters Score -382988.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -383029.625000 Penalty: 2722.752686
	Iteration 12Q: 3 clusters Score -383029.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -383054.031250 Penalty: 2722.752686
	Iteration 13Q: 3 clusters Score -383054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -383070.187500 Penalty: 2722.752686
	Iteration 14Q: 3 clusters Score -383070.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -383078.906250 Penalty: 2722.752686
	Iteration 15Q: 3 clusters Score -383078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -383086.968750 Penalty: 2722.752686
	Iteration 16Q: 3 clusters Score -383087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -383094.656250 Penalty: 2722.752686
	Iteration 17Q: 3 clusters Score -383094.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -383100.281250 Penalty: 2722.752686
	Iteration 18Q: 3 clusters Score -383100.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -383104.875000 Penalty: 2722.752686
	Iteration 19Q: 3 clusters Score -383104.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -383107.750000 Penalty: 2722.752686
	Iteration 20F: 3 clusters Score -383107.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -383110.812500 Penalty: 2722.752686
	Iteration 21Q: 3 clusters Score -383110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -383112.468750 Penalty: 2722.752686
	Iteration 22Q: 3 clusters Score -383112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -383113.312500 Penalty: 2722.752686
	Iteration 23Q: 3 clusters Score -383113.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -383113.312500 Penalty: 2722.752686
	Iteration 24F: 3 clusters Score -383113.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -412139.281250 Penalty: 1369.253296
	Iteration 0F: 2 clusters Score -412139.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -408363.437500 Penalty: 2738.506592
	Iteration 0F: 3 clusters Score -408363.4 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -409383.031250 Penalty: 2738.506592
	Iteration 1F: 3 clusters Score -409383 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -409554.125000 Penalty: 2738.506592
	Iteration 2F: 3 clusters Score -409554.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -409708.875000 Penalty: 2738.506592
	Iteration 3F: 3 clusters Score -409708.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -409833.718750 Penalty: 2738.506592
	Iteration 4Q: 3 clusters Score -409833.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -409929.125000 Penalty: 2738.506592
	Iteration 5Q: 3 clusters Score -409929.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -409999.593750 Penalty: 2738.506592
	Iteration 6Q: 3 clusters Score -409999.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -410047.031250 Penalty: 2738.506592
	Iteration 7Q: 3 clusters Score -410047 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -410097.093750 Penalty: 2738.506592
	Iteration 8Q: 3 clusters Score -410097.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -410138.125000 Penalty: 2738.506592
	Iteration 9Q: 3 clusters Score -410138.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -410176.531250 Penalty: 2738.506592
	Iteration 10Q: 3 clusters Score -410176.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -410212.781250 Penalty: 2738.506592
	Iteration 11Q: 3 clusters Score -410212.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -410245.937500 Penalty: 2738.506592
	Iteration 12Q: 3 clusters Score -410245.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -410273.218750 Penalty: 2738.506592
	Iteration 13Q: 3 clusters Score -410273.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -410299.593750 Penalty: 2738.506592
	Iteration 14Q: 3 clusters Score -410299.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -410346.437500 Penalty: 2738.506592
	Iteration 15Q: 3 clusters Score -410346.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -410391.281250 Penalty: 2738.506592
	Iteration 16Q: 3 clusters Score -410391.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -410436.218750 Penalty: 2738.506592
	Iteration 17Q: 3 clusters Score -410436.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -410482.781250 Penalty: 2738.506592
	Iteration 18Q: 3 clusters Score -410482.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -410512.375000 Penalty: 2738.506592
	Iteration 19Q: 3 clusters Score -410512.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -410533.437500 Penalty: 2738.506592
	Iteration 20F: 3 clusters Score -410533.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -410551.531250 Penalty: 2738.506592
	Iteration 21Q: 3 clusters Score -410551.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -410572.000000 Penalty: 2738.506592
	Iteration 22Q: 3 clusters Score -410572 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -410591.968750 Penalty: 2738.506592
	Iteration 23Q: 3 clusters Score -410592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -410613.562500 Penalty: 2738.506592
	Iteration 24Q: 3 clusters Score -410613.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -410645.406250 Penalty: 2738.506592
	Iteration 25Q: 3 clusters Score -410645.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -410669.156250 Penalty: 2738.506592
	Iteration 26Q: 3 clusters Score -410669.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -410684.187500 Penalty: 2738.506592
	Iteration 27Q: 3 clusters Score -410684.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -410692.000000 Penalty: 2738.506592
	Iteration 28Q: 3 clusters Score -410692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -410698.281250 Penalty: 2738.506592
	Iteration 29Q: 3 clusters Score -410698.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -410701.281250 Penalty: 2738.506592
	Iteration 30Q: 3 clusters Score -410701.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -410706.000000 Penalty: 2738.506592
	Iteration 31Q: 3 clusters Score -410706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -410708.687500 Penalty: 2738.506592
	Iteration 32Q: 3 clusters Score -410708.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -410712.093750 Penalty: 2738.506592
	Iteration 33Q: 3 clusters Score -410712.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -410718.750000 Penalty: 2738.506592
	Iteration 34Q: 3 clusters Score -410718.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410727.718750 Penalty: 2738.506592
	Iteration 35Q: 3 clusters Score -410727.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -410738.562500 Penalty: 2738.506592
	Iteration 36Q: 3 clusters Score -410738.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -410743.250000 Penalty: 2738.506592
	Iteration 37Q: 3 clusters Score -410743.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -410745.968750 Penalty: 2738.506592
	Iteration 38Q: 3 clusters Score -410746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -410748.906250 Penalty: 2738.506592
	Iteration 39Q: 3 clusters Score -410748.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -410752.968750 Penalty: 2738.506592
	Iteration 40F: 3 clusters Score -410753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -410756.312500 Penalty: 2738.506592
	Iteration 41Q: 3 clusters Score -410756.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -410758.062500 Penalty: 2738.506592
	Iteration 42Q: 3 clusters Score -410758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -410759.500000 Penalty: 2738.506592
	Iteration 43Q: 3 clusters Score -410759.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -410758.656250 Penalty: 2738.506592
	Iteration 44Q: 3 clusters Score -410758.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -410759.218750 Penalty: 2738.506592
	Iteration 45Q: 3 clusters Score -410759.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -410759.218750 Penalty: 2738.506592
	Iteration 46F: 3 clusters Score -410759.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Entering Unmasked Estep 
Score: -490282.562500 Penalty: 1399.028687
	Iteration 0F: 2 clusters Score -490282.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -486055.093750 Penalty: 2798.057373
	Iteration 0F: 3 clusters Score -486055.1 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -487462.531250 Penalty: 2798.057373
	Iteration 1F: 3 clusters Score -487462.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -487880.656250 Penalty: 2798.057373
	Iteration 2F: 3 clusters Score -487880.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -488285.812500 Penalty: 2798.057373
	Iteration 3F: 3 clusters Score -488285.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -488569.468750 Penalty: 2798.057373
	Iteration 4F: 3 clusters Score -488569.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -488746.156250 Penalty: 2798.057373
	Iteration 5F: 3 clusters Score -488746.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -488865.031250 Penalty: 2798.057373
	Iteration 6Q: 3 clusters Score -488865 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -488940.437500 Penalty: 2798.057373
	Iteration 7Q: 3 clusters Score -488940.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -489024.562500 Penalty: 2798.057373
	Iteration 8Q: 3 clusters Score -489024.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -489076.687500 Penalty: 2798.057373
	Iteration 9Q: 3 clusters Score -489076.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -489118.562500 Penalty: 2798.057373
	Iteration 10Q: 3 clusters Score -489118.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -489160.000000 Penalty: 2798.057373
	Iteration 11Q: 3 clusters Score -489160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -489201.375000 Penalty: 2798.057373
	Iteration 12Q: 3 clusters Score -489201.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -489236.031250 Penalty: 2798.057373
	Iteration 13Q: 3 clusters Score -489236 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -489266.812500 Penalty: 2798.057373
	Iteration 14Q: 3 clusters Score -489266.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -489293.781250 Penalty: 2798.057373
	Iteration 15Q: 3 clusters Score -489293.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -489319.781250 Penalty: 2798.057373
	Iteration 16Q: 3 clusters Score -489319.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -489343.437500 Penalty: 2798.057373
	Iteration 17Q: 3 clusters Score -489343.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -489370.718750 Penalty: 2798.057373
	Iteration 18Q: 3 clusters Score -489370.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -489401.000000 Penalty: 2798.057373
	Iteration 19Q: 3 clusters Score -489401 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -489428.000000 Penalty: 2798.057373
	Iteration 20F: 3 clusters Score -489428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -489454.781250 Penalty: 2798.057373
	Iteration 21Q: 3 clusters Score -489454.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -489477.000000 Penalty: 2798.057373
	Iteration 22Q: 3 clusters Score -489477 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -489495.906250 Penalty: 2798.057373
	Iteration 23Q: 3 clusters Score -489495.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -489507.093750 Penalty: 2798.057373
	Iteration 24Q: 3 clusters Score -489507.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -489515.406250 Penalty: 2798.057373
	Iteration 25Q: 3 clusters Score -489515.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -489524.968750 Penalty: 2798.057373
	Iteration 26Q: 3 clusters Score -489525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -489534.562500 Penalty: 2798.057373
	Iteration 27Q: 3 clusters Score -489534.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -489542.468750 Penalty: 2798.057373
	Iteration 28Q: 3 clusters Score -489542.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -489548.500000 Penalty: 2798.057373
	Iteration 29Q: 3 clusters Score -489548.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -489555.000000 Penalty: 2798.057373
	Iteration 30Q: 3 clusters Score -489555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -489563.250000 Penalty: 2798.057373
	Iteration 31Q: 3 clusters Score -489563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -489572.250000 Penalty: 2798.057373
	Iteration 32Q: 3 clusters Score -489572.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -489581.156250 Penalty: 2798.057373
	Iteration 33Q: 3 clusters Score -489581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -489588.312500 Penalty: 2798.057373
	Iteration 34Q: 3 clusters Score -489588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -489593.281250 Penalty: 2798.057373
	Iteration 35Q: 3 clusters Score -489593.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -489598.937500 Penalty: 2798.057373
	Iteration 36Q: 3 clusters Score -489598.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -489600.562500 Penalty: 2798.057373
	Iteration 37Q: 3 clusters Score -489600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -489602.062500 Penalty: 2798.057373
	Iteration 38Q: 3 clusters Score -489602.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -489603.843750 Penalty: 2798.057373
	Iteration 39Q: 3 clusters Score -489603.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -489604.281250 Penalty: 2798.057373
	Iteration 40F: 3 clusters Score -489604.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -489604.218750 Penalty: 2798.057373
	Iteration 41Q: 3 clusters Score -489604.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -489604.218750 Penalty: 2798.057373
	Iteration 42F: 3 clusters Score -489604.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -128612.234375 Penalty: 1204.279663
	Iteration 0F: 2 clusters Score -128612.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -126826.789062 Penalty: 2408.559326
	Iteration 0F: 3 clusters Score -126826.8 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -127259.500000 Penalty: 2408.559326
	Iteration 1F: 3 clusters Score -127259.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -127472.343750 Penalty: 2408.559326
	Iteration 2F: 3 clusters Score -127472.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -127715.937500 Penalty: 2408.559326
	Iteration 3F: 3 clusters Score -127715.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -127914.664062 Penalty: 2408.559326
	Iteration 4F: 3 clusters Score -127914.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -128016.265625 Penalty: 2408.559326
	Iteration 5F: 3 clusters Score -128016.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128073.789062 Penalty: 2408.559326
	Iteration 6Q: 3 clusters Score -128073.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128104.375000 Penalty: 2408.559326
	Iteration 7Q: 3 clusters Score -128104.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -128134.828125 Penalty: 2408.559326
	Iteration 8Q: 3 clusters Score -128134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -128152.195312 Penalty: 2408.559326
	Iteration 9Q: 3 clusters Score -128152.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -128162.570312 Penalty: 2408.559326
	Iteration 10Q: 3 clusters Score -128162.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -128172.468750 Penalty: 2408.559326
	Iteration 11Q: 3 clusters Score -128172.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -128179.695312 Penalty: 2408.559326
	Iteration 12Q: 3 clusters Score -128179.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -128185.914062 Penalty: 2408.559326
	Iteration 13Q: 3 clusters Score -128185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -128189.617188 Penalty: 2408.559326
	Iteration 14Q: 3 clusters Score -128189.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -128193.656250 Penalty: 2408.559326
	Iteration 15Q: 3 clusters Score -128193.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -128195.695312 Penalty: 2408.559326
	Iteration 16Q: 3 clusters Score -128195.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -128200.484375 Penalty: 2408.559326
	Iteration 17Q: 3 clusters Score -128200.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -128208.054688 Penalty: 2408.559326
	Iteration 18Q: 3 clusters Score -128208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -128219.687500 Penalty: 2408.559326
	Iteration 19Q: 3 clusters Score -128219.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128221.375000 Penalty: 2408.559326
	Iteration 20F: 3 clusters Score -128221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128221.804688 Penalty: 2408.559326
	Iteration 21Q: 3 clusters Score -128221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -128222.437500 Penalty: 2408.559326
	Iteration 22Q: 3 clusters Score -128222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128222.640625 Penalty: 2408.559326
	Iteration 23Q: 3 clusters Score -128222.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -128222.640625 Penalty: 2408.559326
	Iteration 24F: 3 clusters Score -128222.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Entering Unmasked Estep 
Score: -259718.890625 Penalty: 1302.168213
	Iteration 0F: 2 clusters Score -259718.9 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 1522 members 
Entering Unmasked Estep 
Score: -257024.843750 Penalty: 2604.336426
	Iteration 0F: 3 clusters Score -257024.8 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -257715.031250 Penalty: 2604.336426
	Iteration 1F: 3 clusters Score -257715 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -257886.312500 Penalty: 2604.336426
	Iteration 2F: 3 clusters Score -257886.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -258000.343750 Penalty: 2604.336426
	Iteration 3F: 3 clusters Score -258000.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -258092.171875 Penalty: 2604.336426
	Iteration 4Q: 3 clusters Score -258092.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -258159.718750 Penalty: 2604.336426
	Iteration 5Q: 3 clusters Score -258159.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258211.671875 Penalty: 2604.336426
	Iteration 6Q: 3 clusters Score -258211.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258269.328125 Penalty: 2604.336426
	Iteration 7Q: 3 clusters Score -258269.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -258316.843750 Penalty: 2604.336426
	Iteration 8Q: 3 clusters Score -258316.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -258352.640625 Penalty: 2604.336426
	Iteration 9Q: 3 clusters Score -258352.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258374.140625 Penalty: 2604.336426
	Iteration 10Q: 3 clusters Score -258374.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -258386.906250 Penalty: 2604.336426
	Iteration 11Q: 3 clusters Score -258386.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -258399.296875 Penalty: 2604.336426
	Iteration 12Q: 3 clusters Score -258399.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -258407.812500 Penalty: 2604.336426
	Iteration 13Q: 3 clusters Score -258407.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -258415.875000 Penalty: 2604.336426
	Iteration 14Q: 3 clusters Score -258415.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258423.687500 Penalty: 2604.336426
	Iteration 15Q: 3 clusters Score -258423.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258431.453125 Penalty: 2604.336426
	Iteration 16Q: 3 clusters Score -258431.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -258437.515625 Penalty: 2604.336426
	Iteration 17Q: 3 clusters Score -258437.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -258444.203125 Penalty: 2604.336426
	Iteration 18Q: 3 clusters Score -258444.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -258451.687500 Penalty: 2604.336426
	Iteration 19Q: 3 clusters Score -258451.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258457.765625 Penalty: 2604.336426
	Iteration 20F: 3 clusters Score -258457.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -258463.609375 Penalty: 2604.336426
	Iteration 21Q: 3 clusters Score -258463.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -258474.234375 Penalty: 2604.336426
	Iteration 22Q: 3 clusters Score -258474.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -258487.453125 Penalty: 2604.336426
	Iteration 23Q: 3 clusters Score -258487.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258505.593750 Penalty: 2604.336426
	Iteration 24Q: 3 clusters Score -258505.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -258527.156250 Penalty: 2604.336426
	Iteration 25Q: 3 clusters Score -258527.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -258550.046875 Penalty: 2604.336426
	Iteration 26Q: 3 clusters Score -258550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -258569.609375 Penalty: 2604.336426
	Iteration 27Q: 3 clusters Score -258569.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -258593.140625 Penalty: 2604.336426
	Iteration 28Q: 3 clusters Score -258593.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -258616.484375 Penalty: 2604.336426
	Iteration 29Q: 3 clusters Score -258616.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258645.953125 Penalty: 2604.336426
	Iteration 30Q: 3 clusters Score -258646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -258690.609375 Penalty: 2604.336426
	Iteration 31Q: 3 clusters Score -258690.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258751.062500 Penalty: 2604.336426
	Iteration 32Q: 3 clusters Score -258751.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -258803.593750 Penalty: 2604.336426
	Iteration 33Q: 3 clusters Score -258803.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -258834.281250 Penalty: 2604.336426
	Iteration 34Q: 3 clusters Score -258834.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -258849.062500 Penalty: 2604.336426
	Iteration 35Q: 3 clusters Score -258849.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -258862.750000 Penalty: 2604.336426
	Iteration 36Q: 3 clusters Score -258862.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -258873.390625 Penalty: 2604.336426
	Iteration 37Q: 3 clusters Score -258873.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -258877.687500 Penalty: 2604.336426
	Iteration 38Q: 3 clusters Score -258877.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258884.187500 Penalty: 2604.336426
	Iteration 39Q: 3 clusters Score -258884.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258889.062500 Penalty: 2604.336426
	Iteration 40F: 3 clusters Score -258889.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -258891.687500 Penalty: 2604.336426
	Iteration 41Q: 3 clusters Score -258891.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -258894.734375 Penalty: 2604.336426
	Iteration 42Q: 3 clusters Score -258894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -258897.031250 Penalty: 2604.336426
	Iteration 43Q: 3 clusters Score -258897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258899.593750 Penalty: 2604.336426
	Iteration 44Q: 3 clusters Score -258899.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -258903.281250 Penalty: 2604.336426
	Iteration 45Q: 3 clusters Score -258903.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -258905.281250 Penalty: 2604.336426
	Iteration 46Q: 3 clusters Score -258905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -258906.546875 Penalty: 2604.336426
	Iteration 47Q: 3 clusters Score -258906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -258906.921875 Penalty: 2604.336426
	Iteration 48Q: 3 clusters Score -258906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -258908.156250 Penalty: 2604.336426
	Iteration 49Q: 3 clusters Score -258908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -258908.843750 Penalty: 2604.336426
	Iteration 50Q: 3 clusters Score -258908.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -258910.515625 Penalty: 2604.336426
	Iteration 51Q: 3 clusters Score -258910.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -258911.109375 Penalty: 2604.336426
	Iteration 52Q: 3 clusters Score -258911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -258911.765625 Penalty: 2604.336426
	Iteration 53Q: 3 clusters Score -258911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -258913.953125 Penalty: 2604.336426
	Iteration 54Q: 3 clusters Score -258914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -258916.062500 Penalty: 2604.336426
	Iteration 55Q: 3 clusters Score -258916.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -258916.718750 Penalty: 2604.336426
	Iteration 56Q: 3 clusters Score -258916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -258917.140625 Penalty: 2604.336426
	Iteration 57Q: 3 clusters Score -258917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -258919.921875 Penalty: 2604.336426
	Iteration 58Q: 3 clusters Score -258919.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -258922.015625 Penalty: 2604.336426
	Iteration 59Q: 3 clusters Score -258922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -258925.531250 Penalty: 2604.336426
	Iteration 60F: 3 clusters Score -258925.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -258927.359375 Penalty: 2604.336426
	Iteration 61Q: 3 clusters Score -258927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -258929.046875 Penalty: 2604.336426
	Iteration 62Q: 3 clusters Score -258929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -258930.031250 Penalty: 2604.336426
	Iteration 63Q: 3 clusters Score -258930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -258931.000000 Penalty: 2604.336426
	Iteration 64Q: 3 clusters Score -258931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -258932.015625 Penalty: 2604.336426
	Iteration 65Q: 3 clusters Score -258932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -258934.296875 Penalty: 2604.336426
	Iteration 66Q: 3 clusters Score -258934.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -258935.906250 Penalty: 2604.336426
	Iteration 67Q: 3 clusters Score -258935.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -258941.875000 Penalty: 2604.336426
	Iteration 68Q: 3 clusters Score -258941.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -258947.640625 Penalty: 2604.336426
	Iteration 69Q: 3 clusters Score -258947.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -258949.890625 Penalty: 2604.336426
	Iteration 70Q: 3 clusters Score -258949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -258952.750000 Penalty: 2604.336426
	Iteration 71Q: 3 clusters Score -258952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258955.906250 Penalty: 2604.336426
	Iteration 72Q: 3 clusters Score -258955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -258957.703125 Penalty: 2604.336426
	Iteration 73Q: 3 clusters Score -258957.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -258959.125000 Penalty: 2604.336426
	Iteration 74Q: 3 clusters Score -258959.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -258959.921875 Penalty: 2604.336426
	Iteration 75Q: 3 clusters Score -258959.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258960.515625 Penalty: 2604.336426
	Iteration 76Q: 3 clusters Score -258960.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -258960.515625 Penalty: 2604.336426
	Iteration 77F: 3 clusters Score -258960.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Entering Unmasked Estep 
Score: -900573.937500 Penalty: 1492.765991
	Iteration 0F: 2 clusters Score -900573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -893539.000000 Penalty: 2985.531982
	Iteration 0F: 3 clusters Score -893539 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -895827.812500 Penalty: 2985.531982
	Iteration 1F: 3 clusters Score -895827.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -896076.312500 Penalty: 2985.531982
	Iteration 2F: 3 clusters Score -896076.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -896271.375000 Penalty: 2985.531982
	Iteration 3Q: 3 clusters Score -896271.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -896414.437500 Penalty: 2985.531982
	Iteration 4Q: 3 clusters Score -896414.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -896516.250000 Penalty: 2985.531982
	Iteration 5Q: 3 clusters Score -896516.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -896607.250000 Penalty: 2985.531982
	Iteration 6Q: 3 clusters Score -896607.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -896686.062500 Penalty: 2985.531982
	Iteration 7Q: 3 clusters Score -896686.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -896757.750000 Penalty: 2985.531982
	Iteration 8Q: 3 clusters Score -896757.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -896809.750000 Penalty: 2985.531982
	Iteration 9Q: 3 clusters Score -896809.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -896848.687500 Penalty: 2985.531982
	Iteration 10Q: 3 clusters Score -896848.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -896891.500000 Penalty: 2985.531982
	Iteration 11Q: 3 clusters Score -896891.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -896922.562500 Penalty: 2985.531982
	Iteration 12Q: 3 clusters Score -896922.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -896951.875000 Penalty: 2985.531982
	Iteration 13Q: 3 clusters Score -896951.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -896986.187500 Penalty: 2985.531982
	Iteration 14Q: 3 clusters Score -896986.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -897027.062500 Penalty: 2985.531982
	Iteration 15Q: 3 clusters Score -897027.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -897069.500000 Penalty: 2985.531982
	Iteration 16Q: 3 clusters Score -897069.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -897118.062500 Penalty: 2985.531982
	Iteration 17Q: 3 clusters Score -897118.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -897180.312500 Penalty: 2985.531982
	Iteration 18Q: 3 clusters Score -897180.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -897255.062500 Penalty: 2985.531982
	Iteration 19Q: 3 clusters Score -897255.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -897359.312500 Penalty: 2985.531982
	Iteration 20F: 3 clusters Score -897359.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -897487.250000 Penalty: 2985.531982
	Iteration 21Q: 3 clusters Score -897487.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -897660.687500 Penalty: 2985.531982
	Iteration 22Q: 3 clusters Score -897660.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -897886.562500 Penalty: 2985.531982
	Iteration 23Q: 3 clusters Score -897886.6 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -898135.562500 Penalty: 2985.531982
	Iteration 24Q: 3 clusters Score -898135.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -898389.187500 Penalty: 2985.531982
	Iteration 25Q: 3 clusters Score -898389.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -898641.562500 Penalty: 2985.531982
	Iteration 26Q: 3 clusters Score -898641.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -898863.937500 Penalty: 2985.531982
	Iteration 27Q: 3 clusters Score -898863.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -899041.625000 Penalty: 2985.531982
	Iteration 28Q: 3 clusters Score -899041.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -899174.687500 Penalty: 2985.531982
	Iteration 29Q: 3 clusters Score -899174.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -899263.312500 Penalty: 2985.531982
	Iteration 30Q: 3 clusters Score -899263.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -899316.875000 Penalty: 2985.531982
	Iteration 31Q: 3 clusters Score -899316.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -899350.187500 Penalty: 2985.531982
	Iteration 32Q: 3 clusters Score -899350.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -899369.562500 Penalty: 2985.531982
	Iteration 33Q: 3 clusters Score -899369.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -899384.312500 Penalty: 2985.531982
	Iteration 34Q: 3 clusters Score -899384.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -899394.562500 Penalty: 2985.531982
	Iteration 35Q: 3 clusters Score -899394.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -899403.875000 Penalty: 2985.531982
	Iteration 36Q: 3 clusters Score -899403.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -899410.500000 Penalty: 2985.531982
	Iteration 37Q: 3 clusters Score -899410.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -899417.812500 Penalty: 2985.531982
	Iteration 38Q: 3 clusters Score -899417.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -899420.062500 Penalty: 2985.531982
	Iteration 39Q: 3 clusters Score -899420.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -899419.750000 Penalty: 2985.531982
	Iteration 40F: 3 clusters Score -899419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -899421.625000 Penalty: 2985.531982
	Iteration 41Q: 3 clusters Score -899421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -899423.187500 Penalty: 2985.531982
	Iteration 42Q: 3 clusters Score -899423.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -899423.062500 Penalty: 2985.531982
	Iteration 43Q: 3 clusters Score -899423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -899422.250000 Penalty: 2985.531982
	Iteration 44Q: 3 clusters Score -899422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -899423.062500 Penalty: 2985.531982
	Iteration 45Q: 3 clusters Score -899423.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -899424.000000 Penalty: 2985.531982
	Iteration 46Q: 3 clusters Score -899424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -899424.875000 Penalty: 2985.531982
	Iteration 47Q: 3 clusters Score -899424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -899424.875000 Penalty: 2985.531982
	Iteration 48F: 3 clusters Score -899424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Entering Unmasked Estep 
Score: -698567.875000 Penalty: 1457.777832
	Iteration 0F: 2 clusters Score -698567.9 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 3926 members 
Entering Unmasked Estep 
Score: -692750.125000 Penalty: 2915.555664
	Iteration 0F: 3 clusters Score -692750.1 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -694541.187500 Penalty: 2915.555664
	Iteration 1F: 3 clusters Score -694541.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -694842.875000 Penalty: 2915.555664
	Iteration 2F: 3 clusters Score -694842.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -695144.812500 Penalty: 2915.555664
	Iteration 3F: 3 clusters Score -695144.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -695445.812500 Penalty: 2915.555664
	Iteration 4F: 3 clusters Score -695445.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -695740.375000 Penalty: 2915.555664
	Iteration 5F: 3 clusters Score -695740.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -696078.250000 Penalty: 2915.555664
	Iteration 6F: 3 clusters Score -696078.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -696433.500000 Penalty: 2915.555664
	Iteration 7F: 3 clusters Score -696433.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -696796.125000 Penalty: 2915.555664
	Iteration 8F: 3 clusters Score -696796.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -697051.687500 Penalty: 2915.555664
	Iteration 9Q: 3 clusters Score -697051.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -697231.500000 Penalty: 2915.555664
	Iteration 10Q: 3 clusters Score -697231.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -697333.500000 Penalty: 2915.555664
	Iteration 11Q: 3 clusters Score -697333.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -697387.187500 Penalty: 2915.555664
	Iteration 12Q: 3 clusters Score -697387.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -697418.125000 Penalty: 2915.555664
	Iteration 13Q: 3 clusters Score -697418.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -697442.750000 Penalty: 2915.555664
	Iteration 14Q: 3 clusters Score -697442.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -697462.750000 Penalty: 2915.555664
	Iteration 15Q: 3 clusters Score -697462.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -697486.312500 Penalty: 2915.555664
	Iteration 16Q: 3 clusters Score -697486.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -697498.125000 Penalty: 2915.555664
	Iteration 17Q: 3 clusters Score -697498.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -697508.750000 Penalty: 2915.555664
	Iteration 18Q: 3 clusters Score -697508.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -697525.125000 Penalty: 2915.555664
	Iteration 19Q: 3 clusters Score -697525.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -697535.250000 Penalty: 2915.555664
	Iteration 20F: 3 clusters Score -697535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -697547.375000 Penalty: 2915.555664
	Iteration 21Q: 3 clusters Score -697547.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -697554.125000 Penalty: 2915.555664
	Iteration 22Q: 3 clusters Score -697554.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -697559.375000 Penalty: 2915.555664
	Iteration 23Q: 3 clusters Score -697559.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -697565.562500 Penalty: 2915.555664
	Iteration 24Q: 3 clusters Score -697565.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -697575.375000 Penalty: 2915.555664
	Iteration 25Q: 3 clusters Score -697575.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -697584.750000 Penalty: 2915.555664
	Iteration 26Q: 3 clusters Score -697584.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -697589.375000 Penalty: 2915.555664
	Iteration 27Q: 3 clusters Score -697589.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -697590.187500 Penalty: 2915.555664
	Iteration 28Q: 3 clusters Score -697590.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -697593.375000 Penalty: 2915.555664
	Iteration 29Q: 3 clusters Score -697593.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -697594.687500 Penalty: 2915.555664
	Iteration 30Q: 3 clusters Score -697594.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -697595.812500 Penalty: 2915.555664
	Iteration 31Q: 3 clusters Score -697595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -697596.625000 Penalty: 2915.555664
	Iteration 32Q: 3 clusters Score -697596.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -697597.375000 Penalty: 2915.555664
	Iteration 33Q: 3 clusters Score -697597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -697598.500000 Penalty: 2915.555664
	Iteration 34Q: 3 clusters Score -697598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -697598.000000 Penalty: 2915.555664
	Iteration 35Q: 3 clusters Score -697598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -697597.687500 Penalty: 2915.555664
	Iteration 36Q: 3 clusters Score -697597.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -697597.687500 Penalty: 2915.555664
	Iteration 37F: 3 clusters Score -697597.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Entering Unmasked Estep 
Score: -407909.250000 Penalty: 1369.786255
	Iteration 0F: 2 clusters Score -407909.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -404163.375000 Penalty: 2739.572510
	Iteration 0F: 3 clusters Score -404163.4 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -405268.218750 Penalty: 2739.572510
	Iteration 1F: 3 clusters Score -405268.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -405547.375000 Penalty: 2739.572510
	Iteration 2F: 3 clusters Score -405547.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -405812.062500 Penalty: 2739.572510
	Iteration 3F: 3 clusters Score -405812.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -406067.250000 Penalty: 2739.572510
	Iteration 4F: 3 clusters Score -406067.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -406275.093750 Penalty: 2739.572510
	Iteration 5F: 3 clusters Score -406275.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -406506.875000 Penalty: 2739.572510
	Iteration 6F: 3 clusters Score -406506.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -406778.656250 Penalty: 2739.572510
	Iteration 7Q: 3 clusters Score -406778.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -407048.218750 Penalty: 2739.572510
	Iteration 8F: 3 clusters Score -407048.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -407261.093750 Penalty: 2739.572510
	Iteration 9Q: 3 clusters Score -407261.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -407422.156250 Penalty: 2739.572510
	Iteration 10Q: 3 clusters Score -407422.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -407537.968750 Penalty: 2739.572510
	Iteration 11Q: 3 clusters Score -407538 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -407618.093750 Penalty: 2739.572510
	Iteration 12Q: 3 clusters Score -407618.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -407676.906250 Penalty: 2739.572510
	Iteration 13Q: 3 clusters Score -407676.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -407727.812500 Penalty: 2739.572510
	Iteration 14Q: 3 clusters Score -407727.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -407774.968750 Penalty: 2739.572510
	Iteration 15Q: 3 clusters Score -407775 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -407828.812500 Penalty: 2739.572510
	Iteration 16Q: 3 clusters Score -407828.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -407885.781250 Penalty: 2739.572510
	Iteration 17Q: 3 clusters Score -407885.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -407925.656250 Penalty: 2739.572510
	Iteration 18Q: 3 clusters Score -407925.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -407954.968750 Penalty: 2739.572510
	Iteration 19Q: 3 clusters Score -407955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -407974.218750 Penalty: 2739.572510
	Iteration 20F: 3 clusters Score -407974.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -407986.718750 Penalty: 2739.572510
	Iteration 21Q: 3 clusters Score -407986.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -407992.750000 Penalty: 2739.572510
	Iteration 22Q: 3 clusters Score -407992.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -407999.062500 Penalty: 2739.572510
	Iteration 23Q: 3 clusters Score -407999.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -408001.687500 Penalty: 2739.572510
	Iteration 24Q: 3 clusters Score -408001.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -408002.812500 Penalty: 2739.572510
	Iteration 25Q: 3 clusters Score -408002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -408004.437500 Penalty: 2739.572510
	Iteration 26Q: 3 clusters Score -408004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -408005.843750 Penalty: 2739.572510
	Iteration 27Q: 3 clusters Score -408005.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -408007.218750 Penalty: 2739.572510
	Iteration 28Q: 3 clusters Score -408007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -408007.062500 Penalty: 2739.572510
	Iteration 29Q: 3 clusters Score -408007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -408007.062500 Penalty: 2739.572510
	Iteration 30F: 3 clusters Score -408007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 28412 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18238 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71810 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 2897 members 
Entering Unmasked Estep 
Score: -24817496.000000 Penalty: 50978.894531
Splitting cluster 20 changes total score from -24818134.000000 to -24817496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Entering Unmasked Estep 
Score: -737564.937500 Penalty: 1463.995483
	Iteration 0F: 2 clusters Score -737564.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -731588.187500 Penalty: 2927.990967
	Iteration 0F: 3 clusters Score -731588.2 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -733488.812500 Penalty: 2927.990967
	Iteration 1F: 3 clusters Score -733488.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -733771.812500 Penalty: 2927.990967
	Iteration 2F: 3 clusters Score -733771.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -734036.812500 Penalty: 2927.990967
	Iteration 3F: 3 clusters Score -734036.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -734310.750000 Penalty: 2927.990967
	Iteration 4F: 3 clusters Score -734310.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -734667.875000 Penalty: 2927.990967
	Iteration 5F: 3 clusters Score -734667.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -735115.437500 Penalty: 2927.990967
	Iteration 6F: 3 clusters Score -735115.4 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -735477.812500 Penalty: 2927.990967
	Iteration 7F: 3 clusters Score -735477.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -735733.875000 Penalty: 2927.990967
	Iteration 8Q: 3 clusters Score -735733.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -735910.625000 Penalty: 2927.990967
	Iteration 9Q: 3 clusters Score -735910.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -736033.062500 Penalty: 2927.990967
	Iteration 10Q: 3 clusters Score -736033.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -736121.312500 Penalty: 2927.990967
	Iteration 11Q: 3 clusters Score -736121.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -736177.562500 Penalty: 2927.990967
	Iteration 12Q: 3 clusters Score -736177.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -736209.750000 Penalty: 2927.990967
	Iteration 13Q: 3 clusters Score -736209.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -736229.250000 Penalty: 2927.990967
	Iteration 14Q: 3 clusters Score -736229.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -736261.562500 Penalty: 2927.990967
	Iteration 15Q: 3 clusters Score -736261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -736283.000000 Penalty: 2927.990967
	Iteration 16Q: 3 clusters Score -736283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -736301.562500 Penalty: 2927.990967
	Iteration 17Q: 3 clusters Score -736301.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -736314.062500 Penalty: 2927.990967
	Iteration 18Q: 3 clusters Score -736314.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -736325.562500 Penalty: 2927.990967
	Iteration 19Q: 3 clusters Score -736325.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -736339.687500 Penalty: 2927.990967
	Iteration 20F: 3 clusters Score -736339.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -736348.125000 Penalty: 2927.990967
	Iteration 21Q: 3 clusters Score -736348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -736352.562500 Penalty: 2927.990967
	Iteration 22Q: 3 clusters Score -736352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -736355.875000 Penalty: 2927.990967
	Iteration 23Q: 3 clusters Score -736355.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -736357.062500 Penalty: 2927.990967
	Iteration 24Q: 3 clusters Score -736357.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -736357.062500 Penalty: 2927.990967
	Iteration 25F: 3 clusters Score -736357.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -612207.500000 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -612207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -607055.750000 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -607055.8 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -608729.312500 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -608729.3 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -609251.437500 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -609251.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -609769.687500 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -609769.7 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -610244.562500 Penalty: 2869.641113
	Iteration 4F: 3 clusters Score -610244.6 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -610636.250000 Penalty: 2869.641113
	Iteration 5F: 3 clusters Score -610636.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -610948.000000 Penalty: 2869.641113
	Iteration 6F: 3 clusters Score -610948 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -611189.562500 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -611189.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -611364.250000 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -611364.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -611515.187500 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -611515.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -611650.062500 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -611650.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -611753.750000 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -611753.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -611851.875000 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -611851.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -611898.750000 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -611898.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -611924.125000 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -611924.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -611934.937500 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -611934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -611939.312500 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -611939.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -611942.875000 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -611942.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -611944.312500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -611944.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -611945.062500 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -611945.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -611944.875000 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -611944.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -611945.437500 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -611945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -611948.437500 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -611948.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -611950.687500 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -611950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -611950.250000 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -611950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -611950.437500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -611950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -611952.062500 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -611952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -611952.875000 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -611952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -611952.812500 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -611952.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -611953.875000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -611953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -611953.875000 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -611953.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -611953.875000 Penalty: 2869.641113
	Iteration 31F: 3 clusters Score -611953.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -432763.281250 Penalty: 1381.521973
	Iteration 0F: 2 clusters Score -432763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -428831.031250 Penalty: 2763.043945
	Iteration 0F: 3 clusters Score -428831 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -429912.718750 Penalty: 2763.043945
	Iteration 1F: 3 clusters Score -429912.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -430082.093750 Penalty: 2763.043945
	Iteration 2F: 3 clusters Score -430082.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -430196.968750 Penalty: 2763.043945
	Iteration 3Q: 3 clusters Score -430197 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -430300.937500 Penalty: 2763.043945
	Iteration 4Q: 3 clusters Score -430300.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -430385.031250 Penalty: 2763.043945
	Iteration 5Q: 3 clusters Score -430385 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -430461.625000 Penalty: 2763.043945
	Iteration 6Q: 3 clusters Score -430461.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -430519.312500 Penalty: 2763.043945
	Iteration 7Q: 3 clusters Score -430519.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -430556.875000 Penalty: 2763.043945
	Iteration 8Q: 3 clusters Score -430556.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -430586.250000 Penalty: 2763.043945
	Iteration 9Q: 3 clusters Score -430586.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -430615.781250 Penalty: 2763.043945
	Iteration 10Q: 3 clusters Score -430615.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -430648.500000 Penalty: 2763.043945
	Iteration 11Q: 3 clusters Score -430648.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -430684.312500 Penalty: 2763.043945
	Iteration 12Q: 3 clusters Score -430684.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -430717.000000 Penalty: 2763.043945
	Iteration 13Q: 3 clusters Score -430717 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -430749.531250 Penalty: 2763.043945
	Iteration 14Q: 3 clusters Score -430749.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -430789.062500 Penalty: 2763.043945
	Iteration 15Q: 3 clusters Score -430789.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -430828.156250 Penalty: 2763.043945
	Iteration 16Q: 3 clusters Score -430828.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -430869.375000 Penalty: 2763.043945
	Iteration 17Q: 3 clusters Score -430869.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -430908.312500 Penalty: 2763.043945
	Iteration 18Q: 3 clusters Score -430908.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -430942.500000 Penalty: 2763.043945
	Iteration 19Q: 3 clusters Score -430942.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -430975.343750 Penalty: 2763.043945
	Iteration 20F: 3 clusters Score -430975.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -431011.656250 Penalty: 2763.043945
	Iteration 21Q: 3 clusters Score -431011.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -431051.875000 Penalty: 2763.043945
	Iteration 22Q: 3 clusters Score -431051.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -431088.656250 Penalty: 2763.043945
	Iteration 23Q: 3 clusters Score -431088.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -431113.625000 Penalty: 2763.043945
	Iteration 24Q: 3 clusters Score -431113.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -431137.937500 Penalty: 2763.043945
	Iteration 25Q: 3 clusters Score -431137.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -431159.812500 Penalty: 2763.043945
	Iteration 26Q: 3 clusters Score -431159.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -431179.750000 Penalty: 2763.043945
	Iteration 27Q: 3 clusters Score -431179.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -431204.843750 Penalty: 2763.043945
	Iteration 28Q: 3 clusters Score -431204.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -431228.375000 Penalty: 2763.043945
	Iteration 29Q: 3 clusters Score -431228.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -431255.125000 Penalty: 2763.043945
	Iteration 30Q: 3 clusters Score -431255.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -431281.437500 Penalty: 2763.043945
	Iteration 31Q: 3 clusters Score -431281.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -431305.281250 Penalty: 2763.043945
	Iteration 32Q: 3 clusters Score -431305.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -431325.000000 Penalty: 2763.043945
	Iteration 33Q: 3 clusters Score -431325 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -431341.156250 Penalty: 2763.043945
	Iteration 34Q: 3 clusters Score -431341.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -431354.281250 Penalty: 2763.043945
	Iteration 35Q: 3 clusters Score -431354.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -431367.312500 Penalty: 2763.043945
	Iteration 36Q: 3 clusters Score -431367.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -431380.812500 Penalty: 2763.043945
	Iteration 37Q: 3 clusters Score -431380.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -431393.906250 Penalty: 2763.043945
	Iteration 38Q: 3 clusters Score -431393.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -431405.281250 Penalty: 2763.043945
	Iteration 39Q: 3 clusters Score -431405.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -431417.593750 Penalty: 2763.043945
	Iteration 40F: 3 clusters Score -431417.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -431431.125000 Penalty: 2763.043945
	Iteration 41Q: 3 clusters Score -431431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -431442.500000 Penalty: 2763.043945
	Iteration 42Q: 3 clusters Score -431442.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -431455.562500 Penalty: 2763.043945
	Iteration 43Q: 3 clusters Score -431455.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -431464.968750 Penalty: 2763.043945
	Iteration 44Q: 3 clusters Score -431465 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -431475.000000 Penalty: 2763.043945
	Iteration 45Q: 3 clusters Score -431475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -431489.718750 Penalty: 2763.043945
	Iteration 46Q: 3 clusters Score -431489.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -431499.406250 Penalty: 2763.043945
	Iteration 47Q: 3 clusters Score -431499.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -431510.250000 Penalty: 2763.043945
	Iteration 48Q: 3 clusters Score -431510.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -431520.250000 Penalty: 2763.043945
	Iteration 49Q: 3 clusters Score -431520.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -431528.843750 Penalty: 2763.043945
	Iteration 50Q: 3 clusters Score -431528.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -431539.750000 Penalty: 2763.043945
	Iteration 51Q: 3 clusters Score -431539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -431548.687500 Penalty: 2763.043945
	Iteration 52Q: 3 clusters Score -431548.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -431556.781250 Penalty: 2763.043945
	Iteration 53Q: 3 clusters Score -431556.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -431563.312500 Penalty: 2763.043945
	Iteration 54Q: 3 clusters Score -431563.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -431567.281250 Penalty: 2763.043945
	Iteration 55Q: 3 clusters Score -431567.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -431572.718750 Penalty: 2763.043945
	Iteration 56Q: 3 clusters Score -431572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -431578.906250 Penalty: 2763.043945
	Iteration 57Q: 3 clusters Score -431578.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -431586.156250 Penalty: 2763.043945
	Iteration 58Q: 3 clusters Score -431586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -431594.687500 Penalty: 2763.043945
	Iteration 59Q: 3 clusters Score -431594.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -431601.906250 Penalty: 2763.043945
	Iteration 60F: 3 clusters Score -431601.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -431606.781250 Penalty: 2763.043945
	Iteration 61Q: 3 clusters Score -431606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -431613.562500 Penalty: 2763.043945
	Iteration 62Q: 3 clusters Score -431613.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -431618.937500 Penalty: 2763.043945
	Iteration 63Q: 3 clusters Score -431618.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -431623.093750 Penalty: 2763.043945
	Iteration 64Q: 3 clusters Score -431623.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -431626.906250 Penalty: 2763.043945
	Iteration 65Q: 3 clusters Score -431626.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -431630.437500 Penalty: 2763.043945
	Iteration 66Q: 3 clusters Score -431630.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -431636.125000 Penalty: 2763.043945
	Iteration 67Q: 3 clusters Score -431636.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -431640.875000 Penalty: 2763.043945
	Iteration 68Q: 3 clusters Score -431640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -431647.031250 Penalty: 2763.043945
	Iteration 69Q: 3 clusters Score -431647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -431650.968750 Penalty: 2763.043945
	Iteration 70Q: 3 clusters Score -431651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -431654.218750 Penalty: 2763.043945
	Iteration 71Q: 3 clusters Score -431654.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -431657.406250 Penalty: 2763.043945
	Iteration 72Q: 3 clusters Score -431657.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -431658.125000 Penalty: 2763.043945
	Iteration 73Q: 3 clusters Score -431658.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -431660.937500 Penalty: 2763.043945
	Iteration 74Q: 3 clusters Score -431660.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -431663.187500 Penalty: 2763.043945
	Iteration 75Q: 3 clusters Score -431663.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -431667.843750 Penalty: 2763.043945
	Iteration 76Q: 3 clusters Score -431667.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -431672.218750 Penalty: 2763.043945
	Iteration 77Q: 3 clusters Score -431672.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -431676.875000 Penalty: 2763.043945
	Iteration 78Q: 3 clusters Score -431676.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -431682.250000 Penalty: 2763.043945
	Iteration 79Q: 3 clusters Score -431682.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -431683.625000 Penalty: 2763.043945
	Iteration 80F: 3 clusters Score -431683.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -431684.843750 Penalty: 2763.043945
	Iteration 81Q: 3 clusters Score -431684.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -431686.468750 Penalty: 2763.043945
	Iteration 82Q: 3 clusters Score -431686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -431687.218750 Penalty: 2763.043945
	Iteration 83Q: 3 clusters Score -431687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -431686.906250 Penalty: 2763.043945
	Iteration 84Q: 3 clusters Score -431686.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -431686.906250 Penalty: 2763.043945
	Iteration 85F: 3 clusters Score -431686.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -336928.687500 Penalty: 1355.324097
	Iteration 0F: 2 clusters Score -336928.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -333549.968750 Penalty: 2710.648193
	Iteration 0F: 3 clusters Score -333550 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -334706.875000 Penalty: 2710.648193
	Iteration 1F: 3 clusters Score -334706.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -335053.937500 Penalty: 2710.648193
	Iteration 2F: 3 clusters Score -335053.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -335281.843750 Penalty: 2710.648193
	Iteration 3F: 3 clusters Score -335281.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -335457.656250 Penalty: 2710.648193
	Iteration 4F: 3 clusters Score -335457.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -335564.500000 Penalty: 2710.648193
	Iteration 5Q: 3 clusters Score -335564.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -335645.656250 Penalty: 2710.648193
	Iteration 6Q: 3 clusters Score -335645.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -335723.437500 Penalty: 2710.648193
	Iteration 7Q: 3 clusters Score -335723.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -335793.312500 Penalty: 2710.648193
	Iteration 8Q: 3 clusters Score -335793.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -335860.093750 Penalty: 2710.648193
	Iteration 9Q: 3 clusters Score -335860.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -335905.875000 Penalty: 2710.648193
	Iteration 10Q: 3 clusters Score -335905.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -335940.406250 Penalty: 2710.648193
	Iteration 11Q: 3 clusters Score -335940.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -335976.187500 Penalty: 2710.648193
	Iteration 12Q: 3 clusters Score -335976.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -336000.968750 Penalty: 2710.648193
	Iteration 13Q: 3 clusters Score -336001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -336023.062500 Penalty: 2710.648193
	Iteration 14Q: 3 clusters Score -336023.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -336036.281250 Penalty: 2710.648193
	Iteration 15Q: 3 clusters Score -336036.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -336051.000000 Penalty: 2710.648193
	Iteration 16Q: 3 clusters Score -336051 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -336062.468750 Penalty: 2710.648193
	Iteration 17Q: 3 clusters Score -336062.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -336070.281250 Penalty: 2710.648193
	Iteration 18Q: 3 clusters Score -336070.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -336077.625000 Penalty: 2710.648193
	Iteration 19Q: 3 clusters Score -336077.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -336085.187500 Penalty: 2710.648193
	Iteration 20F: 3 clusters Score -336085.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -336093.750000 Penalty: 2710.648193
	Iteration 21Q: 3 clusters Score -336093.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -336102.187500 Penalty: 2710.648193
	Iteration 22Q: 3 clusters Score -336102.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -336108.312500 Penalty: 2710.648193
	Iteration 23Q: 3 clusters Score -336108.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -336112.593750 Penalty: 2710.648193
	Iteration 24Q: 3 clusters Score -336112.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -336115.562500 Penalty: 2710.648193
	Iteration 25Q: 3 clusters Score -336115.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -336120.062500 Penalty: 2710.648193
	Iteration 26Q: 3 clusters Score -336120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -336126.125000 Penalty: 2710.648193
	Iteration 27Q: 3 clusters Score -336126.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -336134.718750 Penalty: 2710.648193
	Iteration 28Q: 3 clusters Score -336134.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -336146.843750 Penalty: 2710.648193
	Iteration 29Q: 3 clusters Score -336146.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -336156.187500 Penalty: 2710.648193
	Iteration 30Q: 3 clusters Score -336156.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -336161.031250 Penalty: 2710.648193
	Iteration 31Q: 3 clusters Score -336161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -336166.750000 Penalty: 2710.648193
	Iteration 32Q: 3 clusters Score -336166.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -336169.125000 Penalty: 2710.648193
	Iteration 33Q: 3 clusters Score -336169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -336172.593750 Penalty: 2710.648193
	Iteration 34Q: 3 clusters Score -336172.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -336175.718750 Penalty: 2710.648193
	Iteration 35Q: 3 clusters Score -336175.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -336180.750000 Penalty: 2710.648193
	Iteration 36Q: 3 clusters Score -336180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -336187.000000 Penalty: 2710.648193
	Iteration 37Q: 3 clusters Score -336187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -336194.281250 Penalty: 2710.648193
	Iteration 38Q: 3 clusters Score -336194.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -336202.281250 Penalty: 2710.648193
	Iteration 39Q: 3 clusters Score -336202.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -336209.343750 Penalty: 2710.648193
	Iteration 40F: 3 clusters Score -336209.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -336215.218750 Penalty: 2710.648193
	Iteration 41Q: 3 clusters Score -336215.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -336219.812500 Penalty: 2710.648193
	Iteration 42Q: 3 clusters Score -336219.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -336227.000000 Penalty: 2710.648193
	Iteration 43Q: 3 clusters Score -336227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -336229.500000 Penalty: 2710.648193
	Iteration 44Q: 3 clusters Score -336229.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -336230.562500 Penalty: 2710.648193
	Iteration 45Q: 3 clusters Score -336230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -336232.343750 Penalty: 2710.648193
	Iteration 46Q: 3 clusters Score -336232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -336233.062500 Penalty: 2710.648193
	Iteration 47Q: 3 clusters Score -336233.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -336234.031250 Penalty: 2710.648193
	Iteration 48Q: 3 clusters Score -336234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -336233.843750 Penalty: 2710.648193
	Iteration 49Q: 3 clusters Score -336233.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -336234.406250 Penalty: 2710.648193
	Iteration 50Q: 3 clusters Score -336234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -336234.656250 Penalty: 2710.648193
	Iteration 51Q: 3 clusters Score -336234.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -336235.312500 Penalty: 2710.648193
	Iteration 52Q: 3 clusters Score -336235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -336235.312500 Penalty: 2710.648193
	Iteration 53F: 3 clusters Score -336235.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 28412 members 
Mstep: Class 3 contains 9422 members 
Mstep: Class 4 contains 4925 members 
Mstep: Class 5 contains 18238 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71810 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2495 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7871 members 
Mstep: Class 20 contains 4580 members 
Mstep: Class 21 contains 8178 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818128.000000 Penalty: 48939.738281
Iteration 159Q: 25 clusters Score -2.481813e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 28413 members 
Mstep: Class 3 contains 9414 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 18252 members 
Mstep: Class 6 contains 18187 members 
Mstep: Class 7 contains 71811 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2488 members 
Mstep: Class 11 contains 30395 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7868 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818146.000000 Penalty: 48939.738281
Iteration 160F: 25 clusters Score -2.481815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 28414 members 
Mstep: Class 3 contains 9412 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 18260 members 
Mstep: Class 6 contains 18190 members 
Mstep: Class 7 contains 71812 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 7862 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818150.000000 Penalty: 48939.738281
Iteration 161Q: 25 clusters Score -2.481815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 9406 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 18269 members 
Mstep: Class 6 contains 18184 members 
Mstep: Class 7 contains 71815 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9760 members 
Mstep: Class 19 contains 7859 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818196.000000 Penalty: 48939.738281
Iteration 162Q: 25 clusters Score -2.48182e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 9401 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 18284 members 
Mstep: Class 6 contains 18183 members 
Mstep: Class 7 contains 71815 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2467 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5483 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818228.000000 Penalty: 48939.738281
Iteration 163Q: 25 clusters Score -2.481823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 9390 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18304 members 
Mstep: Class 6 contains 18184 members 
Mstep: Class 7 contains 71814 members 
Mstep: Class 8 contains 11051 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2460 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5484 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 7858 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8191 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818186.000000 Penalty: 48939.738281
Iteration 164Q: 25 clusters Score -2.481819e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 28415 members 
Mstep: Class 3 contains 9384 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18319 members 
Mstep: Class 6 contains 18178 members 
Mstep: Class 7 contains 71817 members 
Mstep: Class 8 contains 11050 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5485 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3021 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7855 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8196 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818202.000000 Penalty: 48939.738281
Iteration 165Q: 25 clusters Score -2.48182e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 28417 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18329 members 
Mstep: Class 6 contains 18173 members 
Mstep: Class 7 contains 71819 members 
Mstep: Class 8 contains 11048 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8203 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818222.000000 Penalty: 48939.738281
Iteration 166Q: 25 clusters Score -2.481822e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 28420 members 
Mstep: Class 3 contains 9368 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18345 members 
Mstep: Class 6 contains 18162 members 
Mstep: Class 7 contains 71821 members 
Mstep: Class 8 contains 11046 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818222.000000 Penalty: 48939.738281
Iteration 167Q: 25 clusters Score -2.481822e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 28422 members 
Mstep: Class 3 contains 9366 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18364 members 
Mstep: Class 6 contains 18155 members 
Mstep: Class 7 contains 71819 members 
Mstep: Class 8 contains 11045 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7849 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8205 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818202.000000 Penalty: 48939.738281
Iteration 168Q: 25 clusters Score -2.48182e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 28423 members 
Mstep: Class 3 contains 9371 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18378 members 
Mstep: Class 6 contains 18154 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 7845 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8195 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818202.000000 Penalty: 48939.738281
Iteration 169Q: 25 clusters Score -2.48182e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 28427 members 
Mstep: Class 3 contains 9370 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18390 members 
Mstep: Class 6 contains 18150 members 
Mstep: Class 7 contains 71820 members 
Mstep: Class 8 contains 11043 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8190 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818206.000000 Penalty: 48939.738281
Iteration 170Q: 25 clusters Score -2.481821e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 28431 members 
Mstep: Class 3 contains 9373 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18397 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 71819 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 30402 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 7843 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8187 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818198.000000 Penalty: 48939.738281
Iteration 171Q: 25 clusters Score -2.48182e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 28435 members 
Mstep: Class 3 contains 9374 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18405 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 71817 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 30404 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9749 members 
Mstep: Class 19 contains 7839 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8182 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818190.000000 Penalty: 48939.738281
Iteration 172Q: 25 clusters Score -2.481819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 28438 members 
Mstep: Class 3 contains 9372 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18411 members 
Mstep: Class 6 contains 18146 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 30404 members 
Mstep: Class 12 contains 2398 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 7835 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8179 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 173Q: 25 clusters Score -2.481819e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 28438 members 
Mstep: Class 3 contains 9369 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18423 members 
Mstep: Class 6 contains 18143 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 30403 members 
Mstep: Class 12 contains 2399 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9750 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8175 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818178.000000 Penalty: 48939.738281
Iteration 174Q: 25 clusters Score -2.481818e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 28438 members 
Mstep: Class 3 contains 9367 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18426 members 
Mstep: Class 6 contains 18142 members 
Mstep: Class 7 contains 71822 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 5487 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 7833 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8172 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818158.000000 Penalty: 48939.738281
Iteration 175Q: 25 clusters Score -2.481816e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 28442 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18434 members 
Mstep: Class 6 contains 18139 members 
Mstep: Class 7 contains 71822 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4564 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7830 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8168 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 176Q: 25 clusters Score -2.481819e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28446 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18445 members 
Mstep: Class 6 contains 18137 members 
Mstep: Class 7 contains 71819 members 
Mstep: Class 8 contains 11044 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7829 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8162 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818200.000000 Penalty: 48939.738281
Iteration 177Q: 25 clusters Score -2.48182e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28449 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18454 members 
Mstep: Class 6 contains 18134 members 
Mstep: Class 7 contains 71818 members 
Mstep: Class 8 contains 11043 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 30398 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4351 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3020 members 
Mstep: Class 18 contains 9752 members 
Mstep: Class 19 contains 7828 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818166.000000 Penalty: 48939.738281
Iteration 178Q: 25 clusters Score -2.481817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28454 members 
Mstep: Class 3 contains 9365 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18457 members 
Mstep: Class 6 contains 18133 members 
Mstep: Class 7 contains 71814 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4566 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9753 members 
Mstep: Class 19 contains 7826 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8152 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818166.000000 Penalty: 48939.738281
Iteration 179Q: 25 clusters Score -2.481817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28456 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18455 members 
Mstep: Class 6 contains 18134 members 
Mstep: Class 7 contains 71814 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4350 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 7827 members 
Mstep: Class 20 contains 4579 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818166.000000 Penalty: 48939.738281
Iteration 180F: 25 clusters Score -2.481817e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 28457 members 
Mstep: Class 3 contains 9363 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 18132 members 
Mstep: Class 7 contains 71812 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9755 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 6833 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818156.000000 Penalty: 48939.738281
Iteration 181Q: 25 clusters Score -2.481816e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 28460 members 
Mstep: Class 3 contains 9359 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 18131 members 
Mstep: Class 7 contains 71810 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9756 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8156 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818182.000000 Penalty: 48939.738281
Iteration 182Q: 25 clusters Score -2.481818e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28461 members 
Mstep: Class 3 contains 9358 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18457 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 7 contains 71810 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30400 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9757 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8158 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818174.000000 Penalty: 48939.738281
Iteration 183Q: 25 clusters Score -2.481817e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28463 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18458 members 
Mstep: Class 6 contains 18130 members 
Mstep: Class 7 contains 71808 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818190.000000 Penalty: 48939.738281
Iteration 184Q: 25 clusters Score -2.481819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28463 members 
Mstep: Class 3 contains 9356 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18459 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 71808 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818184.000000 Penalty: 48939.738281
Iteration 185Q: 25 clusters Score -2.481818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 28464 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18459 members 
Mstep: Class 6 contains 18129 members 
Mstep: Class 7 contains 71808 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818196.000000 Penalty: 48939.738281
Iteration 186Q: 25 clusters Score -2.48182e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 28465 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18460 members 
Mstep: Class 6 contains 18128 members 
Mstep: Class 7 contains 71808 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 187Q: 25 clusters Score -2.481819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28466 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18460 members 
Mstep: Class 6 contains 18127 members 
Mstep: Class 7 contains 71807 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8158 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818190.000000 Penalty: 48939.738281
Iteration 188Q: 25 clusters Score -2.481819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18461 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 71806 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8157 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 189Q: 25 clusters Score -2.481819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18462 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8155 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818190.000000 Penalty: 48939.738281
Iteration 190Q: 25 clusters Score -2.481819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18465 members 
Mstep: Class 6 contains 18127 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 191Q: 25 clusters Score -2.481819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9355 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8150 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818192.000000 Penalty: 48939.738281
Iteration 192Q: 25 clusters Score -2.481819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9354 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18126 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7824 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8151 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818182.000000 Penalty: 48939.738281
Iteration 193Q: 25 clusters Score -2.481818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818188.000000 Penalty: 48939.738281
Iteration 194Q: 25 clusters Score -2.481819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18124 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8154 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818178.000000 Penalty: 48939.738281
Iteration 195Q: 25 clusters Score -2.481818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818182.000000 Penalty: 48939.738281
Iteration 196Q: 25 clusters Score -2.481818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 4578 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24818182.000000 Penalty: 48939.738281
Iteration 197F: 25 clusters Score -2.481818e+07 nChanged 0
Entering ConstructFrom: 
Score: -24818182.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (18160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Entering Unmasked Estep 
Score: -1646779.125000 Penalty: 1593.633667
	Iteration 0F: 2 clusters Score -1646779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1634350.125000 Penalty: 3187.267334
	Iteration 0F: 3 clusters Score -1634350 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1638807.250000 Penalty: 3187.267334
	Iteration 1F: 3 clusters Score -1638807 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1639134.250000 Penalty: 3187.267334
	Iteration 2F: 3 clusters Score -1639134 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1639462.500000 Penalty: 3187.267334
	Iteration 3Q: 3 clusters Score -1639462 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1639886.500000 Penalty: 3187.267334
	Iteration 4Q: 3 clusters Score -1639886 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1640510.750000 Penalty: 3187.267334
	Iteration 5F: 3 clusters Score -1640511 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1641360.125000 Penalty: 3187.267334
	Iteration 6F: 3 clusters Score -1641360 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1642438.375000 Penalty: 3187.267334
	Iteration 7F: 3 clusters Score -1642438 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1643475.875000 Penalty: 3187.267334
	Iteration 8F: 3 clusters Score -1643476 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1644307.000000 Penalty: 3187.267334
	Iteration 9Q: 3 clusters Score -1644307 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1644828.375000 Penalty: 3187.267334
	Iteration 10Q: 3 clusters Score -1644828 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1645091.625000 Penalty: 3187.267334
	Iteration 11Q: 3 clusters Score -1645092 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1645245.625000 Penalty: 3187.267334
	Iteration 12Q: 3 clusters Score -1645246 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1645321.875000 Penalty: 3187.267334
	Iteration 13Q: 3 clusters Score -1645322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1645347.125000 Penalty: 3187.267334
	Iteration 14Q: 3 clusters Score -1645347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1645373.625000 Penalty: 3187.267334
	Iteration 15Q: 3 clusters Score -1645374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1645391.250000 Penalty: 3187.267334
	Iteration 16Q: 3 clusters Score -1645391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1645400.750000 Penalty: 3187.267334
	Iteration 17Q: 3 clusters Score -1645401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1645412.250000 Penalty: 3187.267334
	Iteration 18Q: 3 clusters Score -1645412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1645417.875000 Penalty: 3187.267334
	Iteration 19Q: 3 clusters Score -1645418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1645416.500000 Penalty: 3187.267334
	Iteration 20F: 3 clusters Score -1645416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1645419.000000 Penalty: 3187.267334
	Iteration 21Q: 3 clusters Score -1645419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1645422.500000 Penalty: 3187.267334
	Iteration 22Q: 3 clusters Score -1645422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1645423.875000 Penalty: 3187.267334
	Iteration 23Q: 3 clusters Score -1645424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1645430.750000 Penalty: 3187.267334
	Iteration 24Q: 3 clusters Score -1645431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1645431.250000 Penalty: 3187.267334
	Iteration 25Q: 3 clusters Score -1645431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1645438.000000 Penalty: 3187.267334
	Iteration 26Q: 3 clusters Score -1645438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1645440.250000 Penalty: 3187.267334
	Iteration 27Q: 3 clusters Score -1645440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1645441.125000 Penalty: 3187.267334
	Iteration 28Q: 3 clusters Score -1645441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1645443.875000 Penalty: 3187.267334
	Iteration 29Q: 3 clusters Score -1645444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1645443.750000 Penalty: 3187.267334
	Iteration 30Q: 3 clusters Score -1645444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1645443.750000 Penalty: 3187.267334
	Iteration 31F: 3 clusters Score -1645444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Entering Unmasked Estep 
Score: -2655051.250000 Penalty: 1666.692749
	Iteration 0F: 2 clusters Score -2655051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2635786.000000 Penalty: 3333.385498
	Iteration 0F: 3 clusters Score -2635786 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2643100.500000 Penalty: 3333.385498
	Iteration 1F: 3 clusters Score -2643100 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -2643528.250000 Penalty: 3333.385498
	Iteration 2Q: 3 clusters Score -2643528 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2643979.750000 Penalty: 3333.385498
	Iteration 3Q: 3 clusters Score -2643980 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2644472.500000 Penalty: 3333.385498
	Iteration 4Q: 3 clusters Score -2644472 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2645064.000000 Penalty: 3333.385498
	Iteration 5Q: 3 clusters Score -2645064 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2645800.750000 Penalty: 3333.385498
	Iteration 6F: 3 clusters Score -2645801 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2646752.250000 Penalty: 3333.385498
	Iteration 7F: 3 clusters Score -2646752 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -2647890.000000 Penalty: 3333.385498
	Iteration 8F: 3 clusters Score -2647890 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2649024.500000 Penalty: 3333.385498
	Iteration 9F: 3 clusters Score -2649024 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -2650050.250000 Penalty: 3333.385498
	Iteration 10Q: 3 clusters Score -2650050 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -2650858.500000 Penalty: 3333.385498
	Iteration 11Q: 3 clusters Score -2650858 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -2651476.250000 Penalty: 3333.385498
	Iteration 12Q: 3 clusters Score -2651476 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -2651914.750000 Penalty: 3333.385498
	Iteration 13Q: 3 clusters Score -2651915 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -2652281.250000 Penalty: 3333.385498
	Iteration 14Q: 3 clusters Score -2652281 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -2652589.000000 Penalty: 3333.385498
	Iteration 15Q: 3 clusters Score -2652589 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -2652828.500000 Penalty: 3333.385498
	Iteration 16Q: 3 clusters Score -2652828 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -2653012.000000 Penalty: 3333.385498
	Iteration 17Q: 3 clusters Score -2653012 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -2653158.750000 Penalty: 3333.385498
	Iteration 18Q: 3 clusters Score -2653159 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -2653252.250000 Penalty: 3333.385498
	Iteration 19Q: 3 clusters Score -2653252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -2653335.250000 Penalty: 3333.385498
	Iteration 20F: 3 clusters Score -2653335 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -2653386.750000 Penalty: 3333.385498
	Iteration 21Q: 3 clusters Score -2653387 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -2653439.000000 Penalty: 3333.385498
	Iteration 22Q: 3 clusters Score -2653439 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2653484.000000 Penalty: 3333.385498
	Iteration 23Q: 3 clusters Score -2653484 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2653513.750000 Penalty: 3333.385498
	Iteration 24Q: 3 clusters Score -2653514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2653533.750000 Penalty: 3333.385498
	Iteration 25Q: 3 clusters Score -2653534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -2653555.250000 Penalty: 3333.385498
	Iteration 26Q: 3 clusters Score -2653555 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -2653574.500000 Penalty: 3333.385498
	Iteration 27Q: 3 clusters Score -2653574 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -2653588.000000 Penalty: 3333.385498
	Iteration 28Q: 3 clusters Score -2653588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -2653605.500000 Penalty: 3333.385498
	Iteration 29Q: 3 clusters Score -2653606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -2653624.250000 Penalty: 3333.385498
	Iteration 30Q: 3 clusters Score -2653624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -2653624.750000 Penalty: 3333.385498
	Iteration 31Q: 3 clusters Score -2653625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -2653639.000000 Penalty: 3333.385498
	Iteration 32Q: 3 clusters Score -2653639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -2653649.500000 Penalty: 3333.385498
	Iteration 33Q: 3 clusters Score -2653650 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -2653658.750000 Penalty: 3333.385498
	Iteration 34Q: 3 clusters Score -2653659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -2653660.000000 Penalty: 3333.385498
	Iteration 35Q: 3 clusters Score -2653660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -2653662.500000 Penalty: 3333.385498
	Iteration 36Q: 3 clusters Score -2653662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -2653666.000000 Penalty: 3333.385498
	Iteration 37Q: 3 clusters Score -2653666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2653665.250000 Penalty: 3333.385498
	Iteration 38Q: 3 clusters Score -2653665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -2653665.250000 Penalty: 3333.385498
	Iteration 39F: 3 clusters Score -2653665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -824368.687500 Penalty: 1485.793701
	Iteration 0F: 2 clusters Score -824368.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -817693.562500 Penalty: 2971.587402
	Iteration 0F: 3 clusters Score -817693.6 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -820008.937500 Penalty: 2971.587402
	Iteration 1F: 3 clusters Score -820008.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -820321.312500 Penalty: 2971.587402
	Iteration 2F: 3 clusters Score -820321.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -820614.812500 Penalty: 2971.587402
	Iteration 3F: 3 clusters Score -820614.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -820938.437500 Penalty: 2971.587402
	Iteration 4F: 3 clusters Score -820938.4 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -821253.625000 Penalty: 2971.587402
	Iteration 5F: 3 clusters Score -821253.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -821532.687500 Penalty: 2971.587402
	Iteration 6Q: 3 clusters Score -821532.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -821756.875000 Penalty: 2971.587402
	Iteration 7Q: 3 clusters Score -821756.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -821927.687500 Penalty: 2971.587402
	Iteration 8Q: 3 clusters Score -821927.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -822088.687500 Penalty: 2971.587402
	Iteration 9Q: 3 clusters Score -822088.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -822249.062500 Penalty: 2971.587402
	Iteration 10Q: 3 clusters Score -822249.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -822386.875000 Penalty: 2971.587402
	Iteration 11Q: 3 clusters Score -822386.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -822507.562500 Penalty: 2971.587402
	Iteration 12Q: 3 clusters Score -822507.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -822602.875000 Penalty: 2971.587402
	Iteration 13Q: 3 clusters Score -822602.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -822694.937500 Penalty: 2971.587402
	Iteration 14Q: 3 clusters Score -822694.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -822791.062500 Penalty: 2971.587402
	Iteration 15Q: 3 clusters Score -822791.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -822875.250000 Penalty: 2971.587402
	Iteration 16Q: 3 clusters Score -822875.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -822942.562500 Penalty: 2971.587402
	Iteration 17Q: 3 clusters Score -822942.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -822972.937500 Penalty: 2971.587402
	Iteration 18Q: 3 clusters Score -822972.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -822987.000000 Penalty: 2971.587402
	Iteration 19Q: 3 clusters Score -822987 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -822996.812500 Penalty: 2971.587402
	Iteration 20F: 3 clusters Score -822996.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -822999.812500 Penalty: 2971.587402
	Iteration 21Q: 3 clusters Score -822999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -823002.062500 Penalty: 2971.587402
	Iteration 22Q: 3 clusters Score -823002.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -823004.500000 Penalty: 2971.587402
	Iteration 23Q: 3 clusters Score -823004.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -823002.687500 Penalty: 2971.587402
	Iteration 24Q: 3 clusters Score -823002.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -823008.062500 Penalty: 2971.587402
	Iteration 25Q: 3 clusters Score -823008.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -823010.000000 Penalty: 2971.587402
	Iteration 26Q: 3 clusters Score -823010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -823012.625000 Penalty: 2971.587402
	Iteration 27Q: 3 clusters Score -823012.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -823014.062500 Penalty: 2971.587402
	Iteration 28Q: 3 clusters Score -823014.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -823017.625000 Penalty: 2971.587402
	Iteration 29Q: 3 clusters Score -823017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -823018.437500 Penalty: 2971.587402
	Iteration 30Q: 3 clusters Score -823018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -823021.000000 Penalty: 2971.587402
	Iteration 31Q: 3 clusters Score -823021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -823019.875000 Penalty: 2971.587402
	Iteration 32Q: 3 clusters Score -823019.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -823020.312500 Penalty: 2971.587402
	Iteration 33Q: 3 clusters Score -823020.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -823022.312500 Penalty: 2971.587402
	Iteration 34Q: 3 clusters Score -823022.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -823022.125000 Penalty: 2971.587402
	Iteration 35Q: 3 clusters Score -823022.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -823021.687500 Penalty: 2971.587402
	Iteration 36Q: 3 clusters Score -823021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -823023.250000 Penalty: 2971.587402
	Iteration 37Q: 3 clusters Score -823023.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -823023.250000 Penalty: 2971.587402
	Iteration 38F: 3 clusters Score -823023.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Entering Unmasked Estep 
Score: -455060.031250 Penalty: 1381.455933
	Iteration 0F: 2 clusters Score -455060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -451093.468750 Penalty: 2762.911865
	Iteration 0F: 3 clusters Score -451093.5 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -452167.781250 Penalty: 2762.911865
	Iteration 1F: 3 clusters Score -452167.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -452328.562500 Penalty: 2762.911865
	Iteration 2F: 3 clusters Score -452328.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -452445.218750 Penalty: 2762.911865
	Iteration 3F: 3 clusters Score -452445.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -452525.281250 Penalty: 2762.911865
	Iteration 4Q: 3 clusters Score -452525.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -452585.187500 Penalty: 2762.911865
	Iteration 5Q: 3 clusters Score -452585.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -452643.093750 Penalty: 2762.911865
	Iteration 6Q: 3 clusters Score -452643.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -452709.187500 Penalty: 2762.911865
	Iteration 7Q: 3 clusters Score -452709.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -452768.593750 Penalty: 2762.911865
	Iteration 8Q: 3 clusters Score -452768.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -452823.250000 Penalty: 2762.911865
	Iteration 9Q: 3 clusters Score -452823.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -452866.468750 Penalty: 2762.911865
	Iteration 10Q: 3 clusters Score -452866.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -452908.656250 Penalty: 2762.911865
	Iteration 11Q: 3 clusters Score -452908.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -452943.000000 Penalty: 2762.911865
	Iteration 12Q: 3 clusters Score -452943 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -452976.937500 Penalty: 2762.911865
	Iteration 13Q: 3 clusters Score -452976.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -453007.593750 Penalty: 2762.911865
	Iteration 14Q: 3 clusters Score -453007.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -453041.437500 Penalty: 2762.911865
	Iteration 15Q: 3 clusters Score -453041.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -453080.406250 Penalty: 2762.911865
	Iteration 16Q: 3 clusters Score -453080.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -453126.781250 Penalty: 2762.911865
	Iteration 17Q: 3 clusters Score -453126.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -453175.750000 Penalty: 2762.911865
	Iteration 18Q: 3 clusters Score -453175.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -453220.593750 Penalty: 2762.911865
	Iteration 19Q: 3 clusters Score -453220.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -453261.000000 Penalty: 2762.911865
	Iteration 20F: 3 clusters Score -453261 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -453305.187500 Penalty: 2762.911865
	Iteration 21Q: 3 clusters Score -453305.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -453348.031250 Penalty: 2762.911865
	Iteration 22Q: 3 clusters Score -453348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -453393.062500 Penalty: 2762.911865
	Iteration 23Q: 3 clusters Score -453393.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -453447.968750 Penalty: 2762.911865
	Iteration 24Q: 3 clusters Score -453448 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -453507.156250 Penalty: 2762.911865
	Iteration 25Q: 3 clusters Score -453507.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -453569.062500 Penalty: 2762.911865
	Iteration 26Q: 3 clusters Score -453569.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -453618.562500 Penalty: 2762.911865
	Iteration 27Q: 3 clusters Score -453618.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -453662.656250 Penalty: 2762.911865
	Iteration 28Q: 3 clusters Score -453662.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -453704.312500 Penalty: 2762.911865
	Iteration 29Q: 3 clusters Score -453704.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -453740.218750 Penalty: 2762.911865
	Iteration 30Q: 3 clusters Score -453740.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -453777.437500 Penalty: 2762.911865
	Iteration 31Q: 3 clusters Score -453777.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -453807.500000 Penalty: 2762.911865
	Iteration 32Q: 3 clusters Score -453807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -453831.562500 Penalty: 2762.911865
	Iteration 33Q: 3 clusters Score -453831.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -453850.468750 Penalty: 2762.911865
	Iteration 34Q: 3 clusters Score -453850.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -453864.437500 Penalty: 2762.911865
	Iteration 35Q: 3 clusters Score -453864.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -453875.406250 Penalty: 2762.911865
	Iteration 36Q: 3 clusters Score -453875.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -453889.093750 Penalty: 2762.911865
	Iteration 37Q: 3 clusters Score -453889.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -453897.562500 Penalty: 2762.911865
	Iteration 38Q: 3 clusters Score -453897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -453903.687500 Penalty: 2762.911865
	Iteration 39Q: 3 clusters Score -453903.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -453907.250000 Penalty: 2762.911865
	Iteration 40F: 3 clusters Score -453907.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -453915.343750 Penalty: 2762.911865
	Iteration 41Q: 3 clusters Score -453915.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -453921.812500 Penalty: 2762.911865
	Iteration 42Q: 3 clusters Score -453921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -453927.218750 Penalty: 2762.911865
	Iteration 43Q: 3 clusters Score -453927.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -453930.625000 Penalty: 2762.911865
	Iteration 44Q: 3 clusters Score -453930.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -453933.687500 Penalty: 2762.911865
	Iteration 45Q: 3 clusters Score -453933.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -453939.906250 Penalty: 2762.911865
	Iteration 46Q: 3 clusters Score -453939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -453942.437500 Penalty: 2762.911865
	Iteration 47Q: 3 clusters Score -453942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -453944.562500 Penalty: 2762.911865
	Iteration 48Q: 3 clusters Score -453944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -453948.156250 Penalty: 2762.911865
	Iteration 49Q: 3 clusters Score -453948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -453951.343750 Penalty: 2762.911865
	Iteration 50Q: 3 clusters Score -453951.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -453951.562500 Penalty: 2762.911865
	Iteration 51Q: 3 clusters Score -453951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -453951.562500 Penalty: 2762.911865
	Iteration 52F: 3 clusters Score -453951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -1682849.750000 Penalty: 1596.357910
	Iteration 0F: 2 clusters Score -1682850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1670202.750000 Penalty: 3192.715820
	Iteration 0F: 3 clusters Score -1670203 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1674725.750000 Penalty: 3192.715820
	Iteration 1F: 3 clusters Score -1674726 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1674993.500000 Penalty: 3192.715820
	Iteration 2Q: 3 clusters Score -1674994 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1675205.875000 Penalty: 3192.715820
	Iteration 3Q: 3 clusters Score -1675206 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1675424.750000 Penalty: 3192.715820
	Iteration 4Q: 3 clusters Score -1675425 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1675634.875000 Penalty: 3192.715820
	Iteration 5Q: 3 clusters Score -1675635 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1675933.125000 Penalty: 3192.715820
	Iteration 6Q: 3 clusters Score -1675933 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1676363.625000 Penalty: 3192.715820
	Iteration 7Q: 3 clusters Score -1676364 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1677024.875000 Penalty: 3192.715820
	Iteration 8F: 3 clusters Score -1677025 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1677934.875000 Penalty: 3192.715820
	Iteration 9F: 3 clusters Score -1677935 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1679027.125000 Penalty: 3192.715820
	Iteration 10F: 3 clusters Score -1679027 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1680020.750000 Penalty: 3192.715820
	Iteration 11F: 3 clusters Score -1680021 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1680727.250000 Penalty: 3192.715820
	Iteration 12Q: 3 clusters Score -1680727 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1681099.000000 Penalty: 3192.715820
	Iteration 13Q: 3 clusters Score -1681099 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1681287.125000 Penalty: 3192.715820
	Iteration 14Q: 3 clusters Score -1681287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1681351.500000 Penalty: 3192.715820
	Iteration 15Q: 3 clusters Score -1681352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1681398.750000 Penalty: 3192.715820
	Iteration 16Q: 3 clusters Score -1681399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -1681420.750000 Penalty: 3192.715820
	Iteration 17Q: 3 clusters Score -1681421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1681425.125000 Penalty: 3192.715820
	Iteration 18Q: 3 clusters Score -1681425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1681430.375000 Penalty: 3192.715820
	Iteration 19Q: 3 clusters Score -1681430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1681430.375000 Penalty: 3192.715820
	Iteration 20F: 3 clusters Score -1681430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Entering Unmasked Estep 
Score: -1676479.750000 Penalty: 1593.320190
	Iteration 0F: 2 clusters Score -1676480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1664044.875000 Penalty: 3186.640381
	Iteration 0F: 3 clusters Score -1664045 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1668361.625000 Penalty: 3186.640381
	Iteration 1F: 3 clusters Score -1668362 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1668783.250000 Penalty: 3186.640381
	Iteration 2F: 3 clusters Score -1668783 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1669306.375000 Penalty: 3186.640381
	Iteration 3F: 3 clusters Score -1669306 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1670051.125000 Penalty: 3186.640381
	Iteration 4F: 3 clusters Score -1670051 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -1670972.125000 Penalty: 3186.640381
	Iteration 5F: 3 clusters Score -1670972 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1671933.375000 Penalty: 3186.640381
	Iteration 6F: 3 clusters Score -1671933 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -1672797.625000 Penalty: 3186.640381
	Iteration 7F: 3 clusters Score -1672798 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -1673575.250000 Penalty: 3186.640381
	Iteration 8F: 3 clusters Score -1673575 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1674150.625000 Penalty: 3186.640381
	Iteration 9Q: 3 clusters Score -1674151 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -1674520.000000 Penalty: 3186.640381
	Iteration 10Q: 3 clusters Score -1674520 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1674758.125000 Penalty: 3186.640381
	Iteration 11Q: 3 clusters Score -1674758 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1674894.125000 Penalty: 3186.640381
	Iteration 12Q: 3 clusters Score -1674894 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -1674975.000000 Penalty: 3186.640381
	Iteration 13Q: 3 clusters Score -1674975 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -1675027.500000 Penalty: 3186.640381
	Iteration 14Q: 3 clusters Score -1675028 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -1675066.375000 Penalty: 3186.640381
	Iteration 15Q: 3 clusters Score -1675066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1675087.625000 Penalty: 3186.640381
	Iteration 16Q: 3 clusters Score -1675088 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -1675104.000000 Penalty: 3186.640381
	Iteration 17Q: 3 clusters Score -1675104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1675125.250000 Penalty: 3186.640381
	Iteration 18Q: 3 clusters Score -1675125 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -1675142.375000 Penalty: 3186.640381
	Iteration 19Q: 3 clusters Score -1675142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -1675156.875000 Penalty: 3186.640381
	Iteration 20F: 3 clusters Score -1675157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1675164.875000 Penalty: 3186.640381
	Iteration 21Q: 3 clusters Score -1675165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -1675173.125000 Penalty: 3186.640381
	Iteration 22Q: 3 clusters Score -1675173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -1675179.125000 Penalty: 3186.640381
	Iteration 23Q: 3 clusters Score -1675179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1675183.250000 Penalty: 3186.640381
	Iteration 24Q: 3 clusters Score -1675183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -1675187.750000 Penalty: 3186.640381
	Iteration 25Q: 3 clusters Score -1675188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1675185.750000 Penalty: 3186.640381
	Iteration 26Q: 3 clusters Score -1675186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1675187.875000 Penalty: 3186.640381
	Iteration 27Q: 3 clusters Score -1675188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1675189.250000 Penalty: 3186.640381
	Iteration 28Q: 3 clusters Score -1675189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1675189.875000 Penalty: 3186.640381
	Iteration 29Q: 3 clusters Score -1675190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -1675191.625000 Penalty: 3186.640381
	Iteration 30Q: 3 clusters Score -1675192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -1675193.750000 Penalty: 3186.640381
	Iteration 31Q: 3 clusters Score -1675194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -1675195.125000 Penalty: 3186.640381
	Iteration 32Q: 3 clusters Score -1675195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1675194.750000 Penalty: 3186.640381
	Iteration 33Q: 3 clusters Score -1675195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1675195.750000 Penalty: 3186.640381
	Iteration 34Q: 3 clusters Score -1675196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -1675195.875000 Penalty: 3186.640381
	Iteration 35Q: 3 clusters Score -1675196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1675196.750000 Penalty: 3186.640381
	Iteration 36Q: 3 clusters Score -1675197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -1675196.750000 Penalty: 3186.640381
	Iteration 37F: 3 clusters Score -1675197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (71805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Entering Unmasked Estep 
Score: -6649198.500000 Penalty: 1817.027710
	Iteration 0F: 2 clusters Score -6649198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -6601668.500000 Penalty: 3634.055420
	Iteration 0F: 3 clusters Score -6601668 nChanged 33939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -6621640.500000 Penalty: 3634.055420
	Iteration 1F: 3 clusters Score -6621640 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -6622704.500000 Penalty: 3634.055420
	Iteration 2Q: 3 clusters Score -6622704 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -6624188.000000 Penalty: 3634.055420
	Iteration 3Q: 3 clusters Score -6624188 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6626155.500000 Penalty: 3634.055420
	Iteration 4F: 3 clusters Score -6626156 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -6628725.500000 Penalty: 3634.055420
	Iteration 5F: 3 clusters Score -6628726 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -6631916.500000 Penalty: 3634.055420
	Iteration 6F: 3 clusters Score -6631916 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -6634986.000000 Penalty: 3634.055420
	Iteration 7F: 3 clusters Score -6634986 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -6637214.000000 Penalty: 3634.055420
	Iteration 8F: 3 clusters Score -6637214 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -6638478.000000 Penalty: 3634.055420
	Iteration 9Q: 3 clusters Score -6638478 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -6639043.500000 Penalty: 3634.055420
	Iteration 10Q: 3 clusters Score -6639044 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6639439.500000 Penalty: 3634.055420
	Iteration 11Q: 3 clusters Score -6639440 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -6639742.500000 Penalty: 3634.055420
	Iteration 12Q: 3 clusters Score -6639742 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -6640047.500000 Penalty: 3634.055420
	Iteration 13Q: 3 clusters Score -6640048 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 55817 members 
Entering Unmasked Estep 
Score: -6640381.500000 Penalty: 3634.055420
	Iteration 14Q: 3 clusters Score -6640382 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -6640679.500000 Penalty: 3634.055420
	Iteration 15Q: 3 clusters Score -6640680 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -6640955.000000 Penalty: 3634.055420
	Iteration 16Q: 3 clusters Score -6640955 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -6641202.000000 Penalty: 3634.055420
	Iteration 17Q: 3 clusters Score -6641202 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 59251 members 
Entering Unmasked Estep 
Score: -6641574.500000 Penalty: 3634.055420
	Iteration 18Q: 3 clusters Score -6641574 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 60129 members 
Entering Unmasked Estep 
Score: -6641922.500000 Penalty: 3634.055420
	Iteration 19Q: 3 clusters Score -6641922 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -6642263.000000 Penalty: 3634.055420
	Iteration 20F: 3 clusters Score -6642263 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 61880 members 
Entering Unmasked Estep 
Score: -6642694.000000 Penalty: 3634.055420
	Iteration 21Q: 3 clusters Score -6642694 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 62747 members 
Entering Unmasked Estep 
Score: -6643169.000000 Penalty: 3634.055420
	Iteration 22Q: 3 clusters Score -6643169 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 63577 members 
Entering Unmasked Estep 
Score: -6643630.500000 Penalty: 3634.055420
	Iteration 23Q: 3 clusters Score -6643630 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 64385 members 
Entering Unmasked Estep 
Score: -6644110.000000 Penalty: 3634.055420
	Iteration 24Q: 3 clusters Score -6644110 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 65150 members 
Entering Unmasked Estep 
Score: -6644559.500000 Penalty: 3634.055420
	Iteration 25Q: 3 clusters Score -6644560 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -6645045.000000 Penalty: 3634.055420
	Iteration 26Q: 3 clusters Score -6645045 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 66472 members 
Entering Unmasked Estep 
Score: -6645474.000000 Penalty: 3634.055420
	Iteration 27Q: 3 clusters Score -6645474 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 66983 members 
Entering Unmasked Estep 
Score: -6645842.500000 Penalty: 3634.055420
	Iteration 28Q: 3 clusters Score -6645842 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 67416 members 
Entering Unmasked Estep 
Score: -6646136.500000 Penalty: 3634.055420
	Iteration 29Q: 3 clusters Score -6646136 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 67813 members 
Entering Unmasked Estep 
Score: -6646360.000000 Penalty: 3634.055420
	Iteration 30Q: 3 clusters Score -6646360 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -6646576.000000 Penalty: 3634.055420
	Iteration 31Q: 3 clusters Score -6646576 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 68504 members 
Entering Unmasked Estep 
Score: -6646704.500000 Penalty: 3634.055420
	Iteration 32Q: 3 clusters Score -6646704 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 68786 members 
Entering Unmasked Estep 
Score: -6646856.000000 Penalty: 3634.055420
	Iteration 33Q: 3 clusters Score -6646856 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 69044 members 
Entering Unmasked Estep 
Score: -6646968.500000 Penalty: 3634.055420
	Iteration 34Q: 3 clusters Score -6646968 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -6647075.000000 Penalty: 3634.055420
	Iteration 35Q: 3 clusters Score -6647075 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 69464 members 
Entering Unmasked Estep 
Score: -6647168.000000 Penalty: 3634.055420
	Iteration 36Q: 3 clusters Score -6647168 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -6647240.000000 Penalty: 3634.055420
	Iteration 37Q: 3 clusters Score -6647240 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 69777 members 
Entering Unmasked Estep 
Score: -6647291.500000 Penalty: 3634.055420
	Iteration 38Q: 3 clusters Score -6647292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 69916 members 
Entering Unmasked Estep 
Score: -6647352.500000 Penalty: 3634.055420
	Iteration 39Q: 3 clusters Score -6647352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 70036 members 
Entering Unmasked Estep 
Score: -6647396.000000 Penalty: 3634.055420
	Iteration 40F: 3 clusters Score -6647396 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 70149 members 
Entering Unmasked Estep 
Score: -6647437.000000 Penalty: 3634.055420
	Iteration 41Q: 3 clusters Score -6647437 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 70248 members 
Entering Unmasked Estep 
Score: -6647490.000000 Penalty: 3634.055420
	Iteration 42Q: 3 clusters Score -6647490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 70307 members 
Entering Unmasked Estep 
Score: -6647512.500000 Penalty: 3634.055420
	Iteration 43Q: 3 clusters Score -6647512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 70360 members 
Entering Unmasked Estep 
Score: -6647515.500000 Penalty: 3634.055420
	Iteration 44Q: 3 clusters Score -6647516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 70407 members 
Entering Unmasked Estep 
Score: -6647532.500000 Penalty: 3634.055420
	Iteration 45Q: 3 clusters Score -6647532 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -6647538.000000 Penalty: 3634.055420
	Iteration 46Q: 3 clusters Score -6647538 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 70485 members 
Entering Unmasked Estep 
Score: -6647557.500000 Penalty: 3634.055420
	Iteration 47Q: 3 clusters Score -6647558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 70514 members 
Entering Unmasked Estep 
Score: -6647569.000000 Penalty: 3634.055420
	Iteration 48Q: 3 clusters Score -6647569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -6647589.000000 Penalty: 3634.055420
	Iteration 49Q: 3 clusters Score -6647589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 70566 members 
Entering Unmasked Estep 
Score: -6647588.500000 Penalty: 3634.055420
	Iteration 50Q: 3 clusters Score -6647588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 70589 members 
Entering Unmasked Estep 
Score: -6647601.500000 Penalty: 3634.055420
	Iteration 51Q: 3 clusters Score -6647602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
Score: -6647615.500000 Penalty: 3634.055420
	Iteration 52Q: 3 clusters Score -6647616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 70634 members 
Entering Unmasked Estep 
Score: -6647623.000000 Penalty: 3634.055420
	Iteration 53Q: 3 clusters Score -6647623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -6647628.000000 Penalty: 3634.055420
	Iteration 54Q: 3 clusters Score -6647628 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 70661 members 
Entering Unmasked Estep 
Score: -6647638.500000 Penalty: 3634.055420
	Iteration 55Q: 3 clusters Score -6647638 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 70668 members 
Entering Unmasked Estep 
Score: -6647661.000000 Penalty: 3634.055420
	Iteration 56Q: 3 clusters Score -6647661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 70680 members 
Entering Unmasked Estep 
Score: -6647673.500000 Penalty: 3634.055420
	Iteration 57Q: 3 clusters Score -6647674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -6647676.500000 Penalty: 3634.055420
	Iteration 58Q: 3 clusters Score -6647676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 70702 members 
Entering Unmasked Estep 
Score: -6647674.500000 Penalty: 3634.055420
	Iteration 59Q: 3 clusters Score -6647674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -6647672.500000 Penalty: 3634.055420
	Iteration 60F: 3 clusters Score -6647672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 70704 members 
Entering Unmasked Estep 
Score: -6647668.500000 Penalty: 3634.055420
	Iteration 61Q: 3 clusters Score -6647668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 70706 members 
Entering Unmasked Estep 
Score: -6647673.500000 Penalty: 3634.055420
	Iteration 62Q: 3 clusters Score -6647674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -6647674.500000 Penalty: 3634.055420
	Iteration 63Q: 3 clusters Score -6647674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 70707 members 
Entering Unmasked Estep 
Score: -6647674.500000 Penalty: 3634.055420
	Iteration 64F: 3 clusters Score -6647674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Entering Unmasked Estep 
Score: -973270.812500 Penalty: 1512.787476
	Iteration 0F: 2 clusters Score -973270.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -965383.312500 Penalty: 3025.574951
	Iteration 0F: 3 clusters Score -965383.3 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -968007.875000 Penalty: 3025.574951
	Iteration 1F: 3 clusters Score -968007.9 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -968271.250000 Penalty: 3025.574951
	Iteration 2F: 3 clusters Score -968271.2 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -968473.250000 Penalty: 3025.574951
	Iteration 3Q: 3 clusters Score -968473.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -968656.062500 Penalty: 3025.574951
	Iteration 4Q: 3 clusters Score -968656.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -968879.875000 Penalty: 3025.574951
	Iteration 5Q: 3 clusters Score -968879.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -969179.437500 Penalty: 3025.574951
	Iteration 6Q: 3 clusters Score -969179.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -969563.937500 Penalty: 3025.574951
	Iteration 7F: 3 clusters Score -969563.9 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -969992.625000 Penalty: 3025.574951
	Iteration 8F: 3 clusters Score -969992.6 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -970475.437500 Penalty: 3025.574951
	Iteration 9F: 3 clusters Score -970475.4 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -970933.937500 Penalty: 3025.574951
	Iteration 10F: 3 clusters Score -970933.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -971347.812500 Penalty: 3025.574951
	Iteration 11Q: 3 clusters Score -971347.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -971702.000000 Penalty: 3025.574951
	Iteration 12Q: 3 clusters Score -971702 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -971974.687500 Penalty: 3025.574951
	Iteration 13Q: 3 clusters Score -971974.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -972182.562500 Penalty: 3025.574951
	Iteration 14Q: 3 clusters Score -972182.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -972343.750000 Penalty: 3025.574951
	Iteration 15Q: 3 clusters Score -972343.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -972470.937500 Penalty: 3025.574951
	Iteration 16Q: 3 clusters Score -972470.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -972578.750000 Penalty: 3025.574951
	Iteration 17Q: 3 clusters Score -972578.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -972656.687500 Penalty: 3025.574951
	Iteration 18Q: 3 clusters Score -972656.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -972714.125000 Penalty: 3025.574951
	Iteration 19Q: 3 clusters Score -972714.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -972750.125000 Penalty: 3025.574951
	Iteration 20F: 3 clusters Score -972750.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -972783.062500 Penalty: 3025.574951
	Iteration 21Q: 3 clusters Score -972783.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -972805.687500 Penalty: 3025.574951
	Iteration 22Q: 3 clusters Score -972805.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -972821.312500 Penalty: 3025.574951
	Iteration 23Q: 3 clusters Score -972821.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -972841.000000 Penalty: 3025.574951
	Iteration 24Q: 3 clusters Score -972841 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -972853.250000 Penalty: 3025.574951
	Iteration 25Q: 3 clusters Score -972853.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -972866.937500 Penalty: 3025.574951
	Iteration 26Q: 3 clusters Score -972866.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -972872.750000 Penalty: 3025.574951
	Iteration 27Q: 3 clusters Score -972872.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -972876.187500 Penalty: 3025.574951
	Iteration 28Q: 3 clusters Score -972876.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -972881.375000 Penalty: 3025.574951
	Iteration 29Q: 3 clusters Score -972881.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -972884.625000 Penalty: 3025.574951
	Iteration 30Q: 3 clusters Score -972884.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -972890.562500 Penalty: 3025.574951
	Iteration 31Q: 3 clusters Score -972890.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -972891.500000 Penalty: 3025.574951
	Iteration 32Q: 3 clusters Score -972891.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -972893.500000 Penalty: 3025.574951
	Iteration 33Q: 3 clusters Score -972893.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -972894.875000 Penalty: 3025.574951
	Iteration 34Q: 3 clusters Score -972894.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -972895.625000 Penalty: 3025.574951
	Iteration 35Q: 3 clusters Score -972895.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -972897.937500 Penalty: 3025.574951
	Iteration 36Q: 3 clusters Score -972897.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -972901.125000 Penalty: 3025.574951
	Iteration 37Q: 3 clusters Score -972901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -972900.062500 Penalty: 3025.574951
	Iteration 38Q: 3 clusters Score -972900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -972900.125000 Penalty: 3025.574951
	Iteration 39Q: 3 clusters Score -972900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -972899.687500 Penalty: 3025.574951
	Iteration 40F: 3 clusters Score -972899.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -972903.000000 Penalty: 3025.574951
	Iteration 41Q: 3 clusters Score -972903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -972903.750000 Penalty: 3025.574951
	Iteration 42Q: 3 clusters Score -972903.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -972902.437500 Penalty: 3025.574951
	Iteration 43Q: 3 clusters Score -972902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -972904.062500 Penalty: 3025.574951
	Iteration 44Q: 3 clusters Score -972904.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -972904.000000 Penalty: 3025.574951
	Iteration 45Q: 3 clusters Score -972904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -972904.875000 Penalty: 3025.574951
	Iteration 46Q: 3 clusters Score -972904.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -972905.562500 Penalty: 3025.574951
	Iteration 47Q: 3 clusters Score -972905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -972907.562500 Penalty: 3025.574951
	Iteration 48Q: 3 clusters Score -972907.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -972910.062500 Penalty: 3025.574951
	Iteration 49Q: 3 clusters Score -972910.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -972911.187500 Penalty: 3025.574951
	Iteration 50Q: 3 clusters Score -972911.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -972910.187500 Penalty: 3025.574951
	Iteration 51Q: 3 clusters Score -972910.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -972915.125000 Penalty: 3025.574951
	Iteration 52Q: 3 clusters Score -972915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -972916.750000 Penalty: 3025.574951
	Iteration 53Q: 3 clusters Score -972916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -972916.312500 Penalty: 3025.574951
	Iteration 54Q: 3 clusters Score -972916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -972916.500000 Penalty: 3025.574951
	Iteration 55Q: 3 clusters Score -972916.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -972917.687500 Penalty: 3025.574951
	Iteration 56Q: 3 clusters Score -972917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -972917.125000 Penalty: 3025.574951
	Iteration 57Q: 3 clusters Score -972917.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -972916.750000 Penalty: 3025.574951
	Iteration 58Q: 3 clusters Score -972916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -972917.000000 Penalty: 3025.574951
	Iteration 59Q: 3 clusters Score -972917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -972916.687500 Penalty: 3025.574951
	Iteration 60F: 3 clusters Score -972916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -972917.812500 Penalty: 3025.574951
	Iteration 61Q: 3 clusters Score -972917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -972918.000000 Penalty: 3025.574951
	Iteration 62Q: 3 clusters Score -972918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -972918.000000 Penalty: 3025.574951
	Iteration 63F: 3 clusters Score -972918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -62735.867188 Penalty: 1078.767334
	Iteration 0F: 2 clusters Score -62735.87 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 375 members 
Entering Unmasked Estep 
Score: -61472.234375 Penalty: 2157.534668
	Iteration 0F: 3 clusters Score -61472.23 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -61685.277344 Penalty: 2157.534668
	Iteration 1F: 3 clusters Score -61685.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61763.789062 Penalty: 2157.534668
	Iteration 2F: 3 clusters Score -61763.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -61805.613281 Penalty: 2157.534668
	Iteration 3Q: 3 clusters Score -61805.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61830.144531 Penalty: 2157.534668
	Iteration 4Q: 3 clusters Score -61830.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61838.683594 Penalty: 2157.534668
	Iteration 5Q: 3 clusters Score -61838.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61842.128906 Penalty: 2157.534668
	Iteration 6Q: 3 clusters Score -61842.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61846.738281 Penalty: 2157.534668
	Iteration 7Q: 3 clusters Score -61846.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61849.984375 Penalty: 2157.534668
	Iteration 8Q: 3 clusters Score -61849.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61857.082031 Penalty: 2157.534668
	Iteration 9Q: 3 clusters Score -61857.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -61859.800781 Penalty: 2157.534668
	Iteration 10Q: 3 clusters Score -61859.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61860.828125 Penalty: 2157.534668
	Iteration 11Q: 3 clusters Score -61860.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61860.828125 Penalty: 2157.534668
	Iteration 12F: 3 clusters Score -61860.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -218370.546875 Penalty: 1267.726074
	Iteration 0F: 2 clusters Score -218370.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215970.843750 Penalty: 2535.452148
	Iteration 0F: 3 clusters Score -215970.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -216532.921875 Penalty: 2535.452148
	Iteration 1F: 3 clusters Score -216532.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -216675.890625 Penalty: 2535.452148
	Iteration 2F: 3 clusters Score -216675.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -216744.125000 Penalty: 2535.452148
	Iteration 3Q: 3 clusters Score -216744.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -216807.687500 Penalty: 2535.452148
	Iteration 4Q: 3 clusters Score -216807.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -216872.625000 Penalty: 2535.452148
	Iteration 5Q: 3 clusters Score -216872.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -216940.078125 Penalty: 2535.452148
	Iteration 6Q: 3 clusters Score -216940.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -216989.250000 Penalty: 2535.452148
	Iteration 7Q: 3 clusters Score -216989.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -217041.578125 Penalty: 2535.452148
	Iteration 8Q: 3 clusters Score -217041.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -217079.453125 Penalty: 2535.452148
	Iteration 9Q: 3 clusters Score -217079.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -217118.281250 Penalty: 2535.452148
	Iteration 10Q: 3 clusters Score -217118.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -217140.531250 Penalty: 2535.452148
	Iteration 11Q: 3 clusters Score -217140.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -217163.812500 Penalty: 2535.452148
	Iteration 12Q: 3 clusters Score -217163.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -217187.046875 Penalty: 2535.452148
	Iteration 13Q: 3 clusters Score -217187 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -217203.250000 Penalty: 2535.452148
	Iteration 14Q: 3 clusters Score -217203.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -217213.406250 Penalty: 2535.452148
	Iteration 15Q: 3 clusters Score -217213.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -217224.406250 Penalty: 2535.452148
	Iteration 16Q: 3 clusters Score -217224.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -217234.296875 Penalty: 2535.452148
	Iteration 17Q: 3 clusters Score -217234.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -217244.906250 Penalty: 2535.452148
	Iteration 18Q: 3 clusters Score -217244.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -217255.187500 Penalty: 2535.452148
	Iteration 19Q: 3 clusters Score -217255.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -217262.453125 Penalty: 2535.452148
	Iteration 20F: 3 clusters Score -217262.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -217270.515625 Penalty: 2535.452148
	Iteration 21Q: 3 clusters Score -217270.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -217277.625000 Penalty: 2535.452148
	Iteration 22Q: 3 clusters Score -217277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -217282.906250 Penalty: 2535.452148
	Iteration 23Q: 3 clusters Score -217282.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -217292.187500 Penalty: 2535.452148
	Iteration 24Q: 3 clusters Score -217292.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -217301.203125 Penalty: 2535.452148
	Iteration 25Q: 3 clusters Score -217301.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -217319.125000 Penalty: 2535.452148
	Iteration 26Q: 3 clusters Score -217319.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -217351.593750 Penalty: 2535.452148
	Iteration 27Q: 3 clusters Score -217351.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -217407.921875 Penalty: 2535.452148
	Iteration 28Q: 3 clusters Score -217407.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -217468.031250 Penalty: 2535.452148
	Iteration 29Q: 3 clusters Score -217468 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -217523.734375 Penalty: 2535.452148
	Iteration 30Q: 3 clusters Score -217523.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -217567.250000 Penalty: 2535.452148
	Iteration 31Q: 3 clusters Score -217567.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -217589.312500 Penalty: 2535.452148
	Iteration 32Q: 3 clusters Score -217589.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -217599.250000 Penalty: 2535.452148
	Iteration 33Q: 3 clusters Score -217599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -217604.390625 Penalty: 2535.452148
	Iteration 34Q: 3 clusters Score -217604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -217607.062500 Penalty: 2535.452148
	Iteration 35Q: 3 clusters Score -217607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -217608.765625 Penalty: 2535.452148
	Iteration 36Q: 3 clusters Score -217608.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -217611.953125 Penalty: 2535.452148
	Iteration 37Q: 3 clusters Score -217612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -217613.312500 Penalty: 2535.452148
	Iteration 38Q: 3 clusters Score -217613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -217614.109375 Penalty: 2535.452148
	Iteration 39Q: 3 clusters Score -217614.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -217615.671875 Penalty: 2535.452148
	Iteration 40F: 3 clusters Score -217615.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -217616.843750 Penalty: 2535.452148
	Iteration 41Q: 3 clusters Score -217616.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -217617.625000 Penalty: 2535.452148
	Iteration 42Q: 3 clusters Score -217617.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -217617.750000 Penalty: 2535.452148
	Iteration 43Q: 3 clusters Score -217617.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -217618.609375 Penalty: 2535.452148
	Iteration 44Q: 3 clusters Score -217618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217618.500000 Penalty: 2535.452148
	Iteration 45Q: 3 clusters Score -217618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -217618.500000 Penalty: 2535.452148
	Iteration 46F: 3 clusters Score -217618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Entering Unmasked Estep 
Score: -2730811.000000 Penalty: 1677.362427
	Iteration 0F: 2 clusters Score -2730811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2710285.250000 Penalty: 3354.724854
	Iteration 0F: 3 clusters Score -2710285 nChanged 13959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2718421.000000 Penalty: 3354.724854
	Iteration 1F: 3 clusters Score -2718421 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2718950.500000 Penalty: 3354.724854
	Iteration 2Q: 3 clusters Score -2718950 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2719510.250000 Penalty: 3354.724854
	Iteration 3Q: 3 clusters Score -2719510 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -2720200.500000 Penalty: 3354.724854
	Iteration 4Q: 3 clusters Score -2720200 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2721097.000000 Penalty: 3354.724854
	Iteration 5F: 3 clusters Score -2721097 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2722317.500000 Penalty: 3354.724854
	Iteration 6F: 3 clusters Score -2722318 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2723835.500000 Penalty: 3354.724854
	Iteration 7F: 3 clusters Score -2723836 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -2725352.750000 Penalty: 3354.724854
	Iteration 8F: 3 clusters Score -2725353 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -2726369.750000 Penalty: 3354.724854
	Iteration 9Q: 3 clusters Score -2726370 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -2726883.250000 Penalty: 3354.724854
	Iteration 10Q: 3 clusters Score -2726883 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -2727183.250000 Penalty: 3354.724854
	Iteration 11Q: 3 clusters Score -2727183 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2727405.250000 Penalty: 3354.724854
	Iteration 12Q: 3 clusters Score -2727405 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -2727609.500000 Penalty: 3354.724854
	Iteration 13Q: 3 clusters Score -2727610 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -2727793.000000 Penalty: 3354.724854
	Iteration 14Q: 3 clusters Score -2727793 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2727962.000000 Penalty: 3354.724854
	Iteration 15Q: 3 clusters Score -2727962 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -2728138.000000 Penalty: 3354.724854
	Iteration 16Q: 3 clusters Score -2728138 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 26209 members 
Entering Unmasked Estep 
Score: -2728327.500000 Penalty: 3354.724854
	Iteration 17Q: 3 clusters Score -2728328 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -2728477.500000 Penalty: 3354.724854
	Iteration 18Q: 3 clusters Score -2728478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -2728608.000000 Penalty: 3354.724854
	Iteration 19Q: 3 clusters Score -2728608 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -2728753.000000 Penalty: 3354.724854
	Iteration 20F: 3 clusters Score -2728753 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -2728885.750000 Penalty: 3354.724854
	Iteration 21Q: 3 clusters Score -2728886 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -2729002.250000 Penalty: 3354.724854
	Iteration 22Q: 3 clusters Score -2729002 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -2729129.750000 Penalty: 3354.724854
	Iteration 23Q: 3 clusters Score -2729130 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -2729209.250000 Penalty: 3354.724854
	Iteration 24Q: 3 clusters Score -2729209 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -2729285.750000 Penalty: 3354.724854
	Iteration 25Q: 3 clusters Score -2729286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -2729350.500000 Penalty: 3354.724854
	Iteration 26Q: 3 clusters Score -2729350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -2729398.500000 Penalty: 3354.724854
	Iteration 27Q: 3 clusters Score -2729398 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -2729430.750000 Penalty: 3354.724854
	Iteration 28Q: 3 clusters Score -2729431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -2729460.500000 Penalty: 3354.724854
	Iteration 29Q: 3 clusters Score -2729460 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -2729491.750000 Penalty: 3354.724854
	Iteration 30Q: 3 clusters Score -2729492 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -2729517.000000 Penalty: 3354.724854
	Iteration 31Q: 3 clusters Score -2729517 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -2729523.500000 Penalty: 3354.724854
	Iteration 32Q: 3 clusters Score -2729524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 29187 members 
Entering Unmasked Estep 
Score: -2729534.250000 Penalty: 3354.724854
	Iteration 33Q: 3 clusters Score -2729534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -2729542.000000 Penalty: 3354.724854
	Iteration 34Q: 3 clusters Score -2729542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -2729551.750000 Penalty: 3354.724854
	Iteration 35Q: 3 clusters Score -2729552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -2729558.000000 Penalty: 3354.724854
	Iteration 36Q: 3 clusters Score -2729558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -2729563.750000 Penalty: 3354.724854
	Iteration 37Q: 3 clusters Score -2729564 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -2729570.750000 Penalty: 3354.724854
	Iteration 38Q: 3 clusters Score -2729571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -2729573.500000 Penalty: 3354.724854
	Iteration 39Q: 3 clusters Score -2729574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -2729584.750000 Penalty: 3354.724854
	Iteration 40F: 3 clusters Score -2729585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 29363 members 
Entering Unmasked Estep 
Score: -2729588.250000 Penalty: 3354.724854
	Iteration 41Q: 3 clusters Score -2729588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -2729592.000000 Penalty: 3354.724854
	Iteration 42Q: 3 clusters Score -2729592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 29388 members 
Entering Unmasked Estep 
Score: -2729592.000000 Penalty: 3354.724854
	Iteration 43Q: 3 clusters Score -2729592 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -2729601.250000 Penalty: 3354.724854
	Iteration 44Q: 3 clusters Score -2729601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -2729608.000000 Penalty: 3354.724854
	Iteration 45Q: 3 clusters Score -2729608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -2729614.250000 Penalty: 3354.724854
	Iteration 46Q: 3 clusters Score -2729614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -2729614.250000 Penalty: 3354.724854
	Iteration 47Q: 3 clusters Score -2729614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -2729618.500000 Penalty: 3354.724854
	Iteration 48Q: 3 clusters Score -2729618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -2729619.750000 Penalty: 3354.724854
	Iteration 49Q: 3 clusters Score -2729620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -2729620.750000 Penalty: 3354.724854
	Iteration 50Q: 3 clusters Score -2729621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -2729622.500000 Penalty: 3354.724854
	Iteration 51Q: 3 clusters Score -2729622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 29449 members 
Entering Unmasked Estep 
Score: -2729621.500000 Penalty: 3354.724854
	Iteration 52Q: 3 clusters Score -2729622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -2729620.000000 Penalty: 3354.724854
	Iteration 53Q: 3 clusters Score -2729620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -2729624.750000 Penalty: 3354.724854
	Iteration 54Q: 3 clusters Score -2729625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2729626.500000 Penalty: 3354.724854
	Iteration 55Q: 3 clusters Score -2729626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 29464 members 
Entering Unmasked Estep 
Score: -2729626.500000 Penalty: 3354.724854
	Iteration 56F: 3 clusters Score -2729626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -210072.734375 Penalty: 1264.841553
	Iteration 0F: 2 clusters Score -210072.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -207759.453125 Penalty: 2529.683105
	Iteration 0F: 3 clusters Score -207759.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -208307.000000 Penalty: 2529.683105
	Iteration 1F: 3 clusters Score -208307 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -208476.828125 Penalty: 2529.683105
	Iteration 2F: 3 clusters Score -208476.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -208610.703125 Penalty: 2529.683105
	Iteration 3F: 3 clusters Score -208610.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -208727.015625 Penalty: 2529.683105
	Iteration 4F: 3 clusters Score -208727 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -208807.140625 Penalty: 2529.683105
	Iteration 5Q: 3 clusters Score -208807.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -208869.281250 Penalty: 2529.683105
	Iteration 6Q: 3 clusters Score -208869.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -208907.031250 Penalty: 2529.683105
	Iteration 7Q: 3 clusters Score -208907 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208934.812500 Penalty: 2529.683105
	Iteration 8Q: 3 clusters Score -208934.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -208959.687500 Penalty: 2529.683105
	Iteration 9Q: 3 clusters Score -208959.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -208984.718750 Penalty: 2529.683105
	Iteration 10Q: 3 clusters Score -208984.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209014.593750 Penalty: 2529.683105
	Iteration 11Q: 3 clusters Score -209014.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -209040.500000 Penalty: 2529.683105
	Iteration 12Q: 3 clusters Score -209040.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -209066.890625 Penalty: 2529.683105
	Iteration 13Q: 3 clusters Score -209066.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -209091.062500 Penalty: 2529.683105
	Iteration 14Q: 3 clusters Score -209091.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -209116.656250 Penalty: 2529.683105
	Iteration 15Q: 3 clusters Score -209116.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -209129.781250 Penalty: 2529.683105
	Iteration 16Q: 3 clusters Score -209129.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -209140.968750 Penalty: 2529.683105
	Iteration 17Q: 3 clusters Score -209141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -209147.203125 Penalty: 2529.683105
	Iteration 18Q: 3 clusters Score -209147.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -209153.796875 Penalty: 2529.683105
	Iteration 19Q: 3 clusters Score -209153.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -209161.156250 Penalty: 2529.683105
	Iteration 20F: 3 clusters Score -209161.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -209165.093750 Penalty: 2529.683105
	Iteration 21Q: 3 clusters Score -209165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -209168.875000 Penalty: 2529.683105
	Iteration 22Q: 3 clusters Score -209168.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -209170.906250 Penalty: 2529.683105
	Iteration 23Q: 3 clusters Score -209170.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -209171.375000 Penalty: 2529.683105
	Iteration 24Q: 3 clusters Score -209171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -209171.375000 Penalty: 2529.683105
	Iteration 25F: 3 clusters Score -209171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -384002.062500 Penalty: 1361.338989
	Iteration 0F: 2 clusters Score -384002.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -380401.125000 Penalty: 2722.677979
	Iteration 0F: 3 clusters Score -380401.1 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -381478.750000 Penalty: 2722.677979
	Iteration 1F: 3 clusters Score -381478.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -381687.000000 Penalty: 2722.677979
	Iteration 2F: 3 clusters Score -381687 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -381810.687500 Penalty: 2722.677979
	Iteration 3F: 3 clusters Score -381810.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -381905.562500 Penalty: 2722.677979
	Iteration 4Q: 3 clusters Score -381905.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -381973.625000 Penalty: 2722.677979
	Iteration 5Q: 3 clusters Score -381973.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -382031.968750 Penalty: 2722.677979
	Iteration 6Q: 3 clusters Score -382032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -382091.125000 Penalty: 2722.677979
	Iteration 7Q: 3 clusters Score -382091.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -382159.406250 Penalty: 2722.677979
	Iteration 8Q: 3 clusters Score -382159.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -382222.031250 Penalty: 2722.677979
	Iteration 9Q: 3 clusters Score -382222 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -382290.375000 Penalty: 2722.677979
	Iteration 10Q: 3 clusters Score -382290.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -382346.312500 Penalty: 2722.677979
	Iteration 11Q: 3 clusters Score -382346.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -382385.968750 Penalty: 2722.677979
	Iteration 12Q: 3 clusters Score -382386 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -382429.156250 Penalty: 2722.677979
	Iteration 13Q: 3 clusters Score -382429.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -382466.625000 Penalty: 2722.677979
	Iteration 14Q: 3 clusters Score -382466.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -382517.625000 Penalty: 2722.677979
	Iteration 15Q: 3 clusters Score -382517.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -382580.125000 Penalty: 2722.677979
	Iteration 16Q: 3 clusters Score -382580.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -382635.937500 Penalty: 2722.677979
	Iteration 17Q: 3 clusters Score -382635.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -382683.000000 Penalty: 2722.677979
	Iteration 18Q: 3 clusters Score -382683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -382720.656250 Penalty: 2722.677979
	Iteration 19Q: 3 clusters Score -382720.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -382752.687500 Penalty: 2722.677979
	Iteration 20F: 3 clusters Score -382752.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -382784.968750 Penalty: 2722.677979
	Iteration 21Q: 3 clusters Score -382785 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -382815.875000 Penalty: 2722.677979
	Iteration 22Q: 3 clusters Score -382815.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -382854.250000 Penalty: 2722.677979
	Iteration 23Q: 3 clusters Score -382854.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -382881.281250 Penalty: 2722.677979
	Iteration 24Q: 3 clusters Score -382881.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -382901.531250 Penalty: 2722.677979
	Iteration 25Q: 3 clusters Score -382901.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -382917.718750 Penalty: 2722.677979
	Iteration 26Q: 3 clusters Score -382917.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -382931.343750 Penalty: 2722.677979
	Iteration 27Q: 3 clusters Score -382931.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -382942.562500 Penalty: 2722.677979
	Iteration 28Q: 3 clusters Score -382942.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -382951.968750 Penalty: 2722.677979
	Iteration 29Q: 3 clusters Score -382952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -382956.093750 Penalty: 2722.677979
	Iteration 30Q: 3 clusters Score -382956.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -382961.562500 Penalty: 2722.677979
	Iteration 31Q: 3 clusters Score -382961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -382965.281250 Penalty: 2722.677979
	Iteration 32Q: 3 clusters Score -382965.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -382971.812500 Penalty: 2722.677979
	Iteration 33Q: 3 clusters Score -382971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -382975.812500 Penalty: 2722.677979
	Iteration 34Q: 3 clusters Score -382975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -382980.968750 Penalty: 2722.677979
	Iteration 35Q: 3 clusters Score -382981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -382988.125000 Penalty: 2722.677979
	Iteration 36Q: 3 clusters Score -382988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -382998.406250 Penalty: 2722.677979
	Iteration 37Q: 3 clusters Score -382998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -383002.500000 Penalty: 2722.677979
	Iteration 38Q: 3 clusters Score -383002.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -383004.562500 Penalty: 2722.677979
	Iteration 39Q: 3 clusters Score -383004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -383006.281250 Penalty: 2722.677979
	Iteration 40F: 3 clusters Score -383006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -383009.312500 Penalty: 2722.677979
	Iteration 41Q: 3 clusters Score -383009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -383010.406250 Penalty: 2722.677979
	Iteration 42Q: 3 clusters Score -383010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -383011.875000 Penalty: 2722.677979
	Iteration 43Q: 3 clusters Score -383011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -383013.781250 Penalty: 2722.677979
	Iteration 44Q: 3 clusters Score -383013.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -383017.281250 Penalty: 2722.677979
	Iteration 45Q: 3 clusters Score -383017.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -383017.656250 Penalty: 2722.677979
	Iteration 46Q: 3 clusters Score -383017.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -383018.750000 Penalty: 2722.677979
	Iteration 47Q: 3 clusters Score -383018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -383019.531250 Penalty: 2722.677979
	Iteration 48Q: 3 clusters Score -383019.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -383021.500000 Penalty: 2722.677979
	Iteration 49Q: 3 clusters Score -383021.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -383023.375000 Penalty: 2722.677979
	Iteration 50Q: 3 clusters Score -383023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -383024.218750 Penalty: 2722.677979
	Iteration 51Q: 3 clusters Score -383024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -383025.468750 Penalty: 2722.677979
	Iteration 52Q: 3 clusters Score -383025.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -383026.343750 Penalty: 2722.677979
	Iteration 53Q: 3 clusters Score -383026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -383026.093750 Penalty: 2722.677979
	Iteration 54Q: 3 clusters Score -383026.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -383026.093750 Penalty: 2722.677979
	Iteration 55F: 3 clusters Score -383026.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Entering Unmasked Estep 
Score: -412316.312500 Penalty: 1369.324463
	Iteration 0F: 2 clusters Score -412316.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -408618.125000 Penalty: 2738.648926
	Iteration 0F: 3 clusters Score -408618.1 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -409644.468750 Penalty: 2738.648926
	Iteration 1F: 3 clusters Score -409644.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -409847.875000 Penalty: 2738.648926
	Iteration 2F: 3 clusters Score -409847.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -410003.437500 Penalty: 2738.648926
	Iteration 3F: 3 clusters Score -410003.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -410106.781250 Penalty: 2738.648926
	Iteration 4Q: 3 clusters Score -410106.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -410180.312500 Penalty: 2738.648926
	Iteration 5Q: 3 clusters Score -410180.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -410251.593750 Penalty: 2738.648926
	Iteration 6Q: 3 clusters Score -410251.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -410331.437500 Penalty: 2738.648926
	Iteration 7Q: 3 clusters Score -410331.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -410419.218750 Penalty: 2738.648926
	Iteration 8Q: 3 clusters Score -410419.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -410486.656250 Penalty: 2738.648926
	Iteration 9Q: 3 clusters Score -410486.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -410540.406250 Penalty: 2738.648926
	Iteration 10Q: 3 clusters Score -410540.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -410590.875000 Penalty: 2738.648926
	Iteration 11Q: 3 clusters Score -410590.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -410630.312500 Penalty: 2738.648926
	Iteration 12Q: 3 clusters Score -410630.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -410662.562500 Penalty: 2738.648926
	Iteration 13Q: 3 clusters Score -410662.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -410687.468750 Penalty: 2738.648926
	Iteration 14Q: 3 clusters Score -410687.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -410707.281250 Penalty: 2738.648926
	Iteration 15Q: 3 clusters Score -410707.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -410728.187500 Penalty: 2738.648926
	Iteration 16Q: 3 clusters Score -410728.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -410745.750000 Penalty: 2738.648926
	Iteration 17Q: 3 clusters Score -410745.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -410762.031250 Penalty: 2738.648926
	Iteration 18Q: 3 clusters Score -410762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -410786.031250 Penalty: 2738.648926
	Iteration 19Q: 3 clusters Score -410786 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -410811.375000 Penalty: 2738.648926
	Iteration 20F: 3 clusters Score -410811.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -410833.062500 Penalty: 2738.648926
	Iteration 21Q: 3 clusters Score -410833.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -410853.968750 Penalty: 2738.648926
	Iteration 22Q: 3 clusters Score -410854 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -410876.812500 Penalty: 2738.648926
	Iteration 23Q: 3 clusters Score -410876.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -410894.625000 Penalty: 2738.648926
	Iteration 24Q: 3 clusters Score -410894.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -410914.562500 Penalty: 2738.648926
	Iteration 25Q: 3 clusters Score -410914.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -410929.781250 Penalty: 2738.648926
	Iteration 26Q: 3 clusters Score -410929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -410937.937500 Penalty: 2738.648926
	Iteration 27Q: 3 clusters Score -410937.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -410946.718750 Penalty: 2738.648926
	Iteration 28Q: 3 clusters Score -410946.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -410954.156250 Penalty: 2738.648926
	Iteration 29Q: 3 clusters Score -410954.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -410960.812500 Penalty: 2738.648926
	Iteration 30Q: 3 clusters Score -410960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410967.718750 Penalty: 2738.648926
	Iteration 31Q: 3 clusters Score -410967.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -410974.437500 Penalty: 2738.648926
	Iteration 32Q: 3 clusters Score -410974.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -410981.562500 Penalty: 2738.648926
	Iteration 33Q: 3 clusters Score -410981.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -410990.531250 Penalty: 2738.648926
	Iteration 34Q: 3 clusters Score -410990.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -410997.656250 Penalty: 2738.648926
	Iteration 35Q: 3 clusters Score -410997.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -411004.593750 Penalty: 2738.648926
	Iteration 36Q: 3 clusters Score -411004.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -411009.656250 Penalty: 2738.648926
	Iteration 37Q: 3 clusters Score -411009.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -411012.656250 Penalty: 2738.648926
	Iteration 38Q: 3 clusters Score -411012.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -411016.156250 Penalty: 2738.648926
	Iteration 39Q: 3 clusters Score -411016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -411018.875000 Penalty: 2738.648926
	Iteration 40F: 3 clusters Score -411018.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -411025.750000 Penalty: 2738.648926
	Iteration 41Q: 3 clusters Score -411025.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -411031.281250 Penalty: 2738.648926
	Iteration 42Q: 3 clusters Score -411031.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -411041.062500 Penalty: 2738.648926
	Iteration 43Q: 3 clusters Score -411041.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -411054.218750 Penalty: 2738.648926
	Iteration 44Q: 3 clusters Score -411054.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -411065.250000 Penalty: 2738.648926
	Iteration 45Q: 3 clusters Score -411065.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -411073.187500 Penalty: 2738.648926
	Iteration 46Q: 3 clusters Score -411073.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -411079.281250 Penalty: 2738.648926
	Iteration 47Q: 3 clusters Score -411079.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -411089.093750 Penalty: 2738.648926
	Iteration 48Q: 3 clusters Score -411089.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -411102.937500 Penalty: 2738.648926
	Iteration 49Q: 3 clusters Score -411102.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -411113.937500 Penalty: 2738.648926
	Iteration 50Q: 3 clusters Score -411113.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -411124.906250 Penalty: 2738.648926
	Iteration 51Q: 3 clusters Score -411124.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -411136.468750 Penalty: 2738.648926
	Iteration 52Q: 3 clusters Score -411136.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -411149.781250 Penalty: 2738.648926
	Iteration 53Q: 3 clusters Score -411149.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -411163.375000 Penalty: 2738.648926
	Iteration 54Q: 3 clusters Score -411163.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -411177.031250 Penalty: 2738.648926
	Iteration 55Q: 3 clusters Score -411177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -411195.593750 Penalty: 2738.648926
	Iteration 56Q: 3 clusters Score -411195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -411206.406250 Penalty: 2738.648926
	Iteration 57Q: 3 clusters Score -411206.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -411216.593750 Penalty: 2738.648926
	Iteration 58Q: 3 clusters Score -411216.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -411224.125000 Penalty: 2738.648926
	Iteration 59Q: 3 clusters Score -411224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -411233.000000 Penalty: 2738.648926
	Iteration 60F: 3 clusters Score -411233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -411240.062500 Penalty: 2738.648926
	Iteration 61Q: 3 clusters Score -411240.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -411247.000000 Penalty: 2738.648926
	Iteration 62Q: 3 clusters Score -411247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -411253.593750 Penalty: 2738.648926
	Iteration 63Q: 3 clusters Score -411253.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -411261.781250 Penalty: 2738.648926
	Iteration 64Q: 3 clusters Score -411261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -411266.656250 Penalty: 2738.648926
	Iteration 65Q: 3 clusters Score -411266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -411270.343750 Penalty: 2738.648926
	Iteration 66Q: 3 clusters Score -411270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -411273.125000 Penalty: 2738.648926
	Iteration 67Q: 3 clusters Score -411273.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -411276.718750 Penalty: 2738.648926
	Iteration 68Q: 3 clusters Score -411276.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -411279.562500 Penalty: 2738.648926
	Iteration 69Q: 3 clusters Score -411279.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -411285.687500 Penalty: 2738.648926
	Iteration 70Q: 3 clusters Score -411285.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -411290.531250 Penalty: 2738.648926
	Iteration 71Q: 3 clusters Score -411290.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -411296.781250 Penalty: 2738.648926
	Iteration 72Q: 3 clusters Score -411296.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -411299.531250 Penalty: 2738.648926
	Iteration 73Q: 3 clusters Score -411299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -411302.375000 Penalty: 2738.648926
	Iteration 74Q: 3 clusters Score -411302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -411302.187500 Penalty: 2738.648926
	Iteration 75Q: 3 clusters Score -411302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -411304.687500 Penalty: 2738.648926
	Iteration 76Q: 3 clusters Score -411304.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -411305.125000 Penalty: 2738.648926
	Iteration 77Q: 3 clusters Score -411305.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -411305.375000 Penalty: 2738.648926
	Iteration 78Q: 3 clusters Score -411305.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -411306.093750 Penalty: 2738.648926
	Iteration 79Q: 3 clusters Score -411306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -411306.187500 Penalty: 2738.648926
	Iteration 80F: 3 clusters Score -411306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -411306.187500 Penalty: 2738.648926
	Iteration 81Q: 3 clusters Score -411306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -411307.406250 Penalty: 2738.648926
	Iteration 82Q: 3 clusters Score -411307.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -411310.781250 Penalty: 2738.648926
	Iteration 83Q: 3 clusters Score -411310.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -411313.625000 Penalty: 2738.648926
	Iteration 84Q: 3 clusters Score -411313.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -411316.468750 Penalty: 2738.648926
	Iteration 85Q: 3 clusters Score -411316.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -411319.781250 Penalty: 2738.648926
	Iteration 86Q: 3 clusters Score -411319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -411322.343750 Penalty: 2738.648926
	Iteration 87Q: 3 clusters Score -411322.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -411323.000000 Penalty: 2738.648926
	Iteration 88Q: 3 clusters Score -411323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -411323.062500 Penalty: 2738.648926
	Iteration 89Q: 3 clusters Score -411323.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -411327.343750 Penalty: 2738.648926
	Iteration 90Q: 3 clusters Score -411327.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -411332.593750 Penalty: 2738.648926
	Iteration 91Q: 3 clusters Score -411332.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -411335.937500 Penalty: 2738.648926
	Iteration 92Q: 3 clusters Score -411335.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -411339.625000 Penalty: 2738.648926
	Iteration 93Q: 3 clusters Score -411339.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -411344.125000 Penalty: 2738.648926
	Iteration 94Q: 3 clusters Score -411344.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -411346.343750 Penalty: 2738.648926
	Iteration 95Q: 3 clusters Score -411346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -411347.718750 Penalty: 2738.648926
	Iteration 96Q: 3 clusters Score -411347.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -411348.718750 Penalty: 2738.648926
	Iteration 97Q: 3 clusters Score -411348.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -411349.468750 Penalty: 2738.648926
	Iteration 98Q: 3 clusters Score -411349.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -411350.750000 Penalty: 2738.648926
	Iteration 99Q: 3 clusters Score -411350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -411356.937500 Penalty: 2738.648926
	Iteration 100F: 3 clusters Score -411356.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -411362.437500 Penalty: 2738.648926
	Iteration 101Q: 3 clusters Score -411362.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -411375.281250 Penalty: 2738.648926
	Iteration 102Q: 3 clusters Score -411375.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -411388.062500 Penalty: 2738.648926
	Iteration 103Q: 3 clusters Score -411388.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -411401.000000 Penalty: 2738.648926
	Iteration 104Q: 3 clusters Score -411401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -411415.750000 Penalty: 2738.648926
	Iteration 105Q: 3 clusters Score -411415.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -411427.000000 Penalty: 2738.648926
	Iteration 106Q: 3 clusters Score -411427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -411435.500000 Penalty: 2738.648926
	Iteration 107Q: 3 clusters Score -411435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -411442.281250 Penalty: 2738.648926
	Iteration 108Q: 3 clusters Score -411442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -411447.500000 Penalty: 2738.648926
	Iteration 109Q: 3 clusters Score -411447.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -411449.437500 Penalty: 2738.648926
	Iteration 110Q: 3 clusters Score -411449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -411451.156250 Penalty: 2738.648926
	Iteration 111Q: 3 clusters Score -411451.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -411452.906250 Penalty: 2738.648926
	Iteration 112Q: 3 clusters Score -411452.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -411454.250000 Penalty: 2738.648926
	Iteration 113Q: 3 clusters Score -411454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -411456.531250 Penalty: 2738.648926
	Iteration 114Q: 3 clusters Score -411456.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -411458.093750 Penalty: 2738.648926
	Iteration 115Q: 3 clusters Score -411458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -411458.093750 Penalty: 2738.648926
	Iteration 116F: 3 clusters Score -411458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Entering Unmasked Estep 
Score: -490545.406250 Penalty: 1399.117676
	Iteration 0F: 2 clusters Score -490545.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -486225.031250 Penalty: 2798.235352
	Iteration 0F: 3 clusters Score -486225 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -487408.531250 Penalty: 2798.235352
	Iteration 1F: 3 clusters Score -487408.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -487611.312500 Penalty: 2798.235352
	Iteration 2F: 3 clusters Score -487611.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -487781.312500 Penalty: 2798.235352
	Iteration 3F: 3 clusters Score -487781.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -487964.625000 Penalty: 2798.235352
	Iteration 4F: 3 clusters Score -487964.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -488134.593750 Penalty: 2798.235352
	Iteration 5Q: 3 clusters Score -488134.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -488353.937500 Penalty: 2798.235352
	Iteration 6Q: 3 clusters Score -488353.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -488616.093750 Penalty: 2798.235352
	Iteration 7F: 3 clusters Score -488616.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -488851.093750 Penalty: 2798.235352
	Iteration 8F: 3 clusters Score -488851.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -489001.500000 Penalty: 2798.235352
	Iteration 9Q: 3 clusters Score -489001.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -489095.843750 Penalty: 2798.235352
	Iteration 10Q: 3 clusters Score -489095.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -489151.593750 Penalty: 2798.235352
	Iteration 11Q: 3 clusters Score -489151.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -489180.062500 Penalty: 2798.235352
	Iteration 12Q: 3 clusters Score -489180.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -489194.718750 Penalty: 2798.235352
	Iteration 13Q: 3 clusters Score -489194.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -489205.312500 Penalty: 2798.235352
	Iteration 14Q: 3 clusters Score -489205.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -489213.375000 Penalty: 2798.235352
	Iteration 15Q: 3 clusters Score -489213.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -489221.312500 Penalty: 2798.235352
	Iteration 16Q: 3 clusters Score -489221.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -489228.437500 Penalty: 2798.235352
	Iteration 17Q: 3 clusters Score -489228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -489234.875000 Penalty: 2798.235352
	Iteration 18Q: 3 clusters Score -489234.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -489240.406250 Penalty: 2798.235352
	Iteration 19Q: 3 clusters Score -489240.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -489248.156250 Penalty: 2798.235352
	Iteration 20F: 3 clusters Score -489248.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -489254.687500 Penalty: 2798.235352
	Iteration 21Q: 3 clusters Score -489254.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -489258.218750 Penalty: 2798.235352
	Iteration 22Q: 3 clusters Score -489258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -489260.906250 Penalty: 2798.235352
	Iteration 23Q: 3 clusters Score -489260.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -489261.937500 Penalty: 2798.235352
	Iteration 24Q: 3 clusters Score -489261.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -489264.656250 Penalty: 2798.235352
	Iteration 25Q: 3 clusters Score -489264.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -489268.468750 Penalty: 2798.235352
	Iteration 26Q: 3 clusters Score -489268.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -489271.281250 Penalty: 2798.235352
	Iteration 27Q: 3 clusters Score -489271.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -489273.375000 Penalty: 2798.235352
	Iteration 28Q: 3 clusters Score -489273.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -489275.187500 Penalty: 2798.235352
	Iteration 29Q: 3 clusters Score -489275.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -489279.250000 Penalty: 2798.235352
	Iteration 30Q: 3 clusters Score -489279.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -489281.968750 Penalty: 2798.235352
	Iteration 31Q: 3 clusters Score -489282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -489285.718750 Penalty: 2798.235352
	Iteration 32Q: 3 clusters Score -489285.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -489289.968750 Penalty: 2798.235352
	Iteration 33Q: 3 clusters Score -489290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -489295.218750 Penalty: 2798.235352
	Iteration 34Q: 3 clusters Score -489295.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -489300.812500 Penalty: 2798.235352
	Iteration 35Q: 3 clusters Score -489300.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -489303.437500 Penalty: 2798.235352
	Iteration 36Q: 3 clusters Score -489303.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -489307.968750 Penalty: 2798.235352
	Iteration 37Q: 3 clusters Score -489308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -489311.500000 Penalty: 2798.235352
	Iteration 38Q: 3 clusters Score -489311.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -489315.562500 Penalty: 2798.235352
	Iteration 39Q: 3 clusters Score -489315.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -489318.781250 Penalty: 2798.235352
	Iteration 40F: 3 clusters Score -489318.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -489321.625000 Penalty: 2798.235352
	Iteration 41Q: 3 clusters Score -489321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -489322.843750 Penalty: 2798.235352
	Iteration 42Q: 3 clusters Score -489322.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -489323.906250 Penalty: 2798.235352
	Iteration 43Q: 3 clusters Score -489323.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -489326.843750 Penalty: 2798.235352
	Iteration 44Q: 3 clusters Score -489326.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -489329.000000 Penalty: 2798.235352
	Iteration 45Q: 3 clusters Score -489329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -489330.250000 Penalty: 2798.235352
	Iteration 46Q: 3 clusters Score -489330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -489332.406250 Penalty: 2798.235352
	Iteration 47Q: 3 clusters Score -489332.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -489333.468750 Penalty: 2798.235352
	Iteration 48Q: 3 clusters Score -489333.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -489334.218750 Penalty: 2798.235352
	Iteration 49Q: 3 clusters Score -489334.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -489334.031250 Penalty: 2798.235352
	Iteration 50Q: 3 clusters Score -489334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -489336.031250 Penalty: 2798.235352
	Iteration 51Q: 3 clusters Score -489336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -489336.750000 Penalty: 2798.235352
	Iteration 52Q: 3 clusters Score -489336.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -489337.437500 Penalty: 2798.235352
	Iteration 53Q: 3 clusters Score -489337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -489337.968750 Penalty: 2798.235352
	Iteration 54Q: 3 clusters Score -489338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -489338.156250 Penalty: 2798.235352
	Iteration 55Q: 3 clusters Score -489338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -489339.031250 Penalty: 2798.235352
	Iteration 56Q: 3 clusters Score -489339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -489339.031250 Penalty: 2798.235352
	Iteration 57F: 3 clusters Score -489339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -128528.695312 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -128528.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -126667.382812 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -126667.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -127069.601562 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -127069.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -127209.992188 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -127210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -127318.101562 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -127318.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -127417.523438 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -127417.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -127544.781250 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -127544.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -127672.015625 Penalty: 2408.362793
	Iteration 6F: 3 clusters Score -127672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -127811.156250 Penalty: 2408.362793
	Iteration 7F: 3 clusters Score -127811.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -127931.000000 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -127931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -128005.507812 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -128005.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -128051.671875 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -128051.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -128081.679688 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -128081.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -128104.695312 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -128104.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -128116.843750 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -128116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128124.429688 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -128124.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -128130.937500 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -128130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -128134.843750 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -128134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -128137.460938 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -128137.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -128140.492188 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -128140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -128142.632812 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -128142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -128144.203125 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -128144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128144.546875 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -128144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -128144.546875 Penalty: 2408.362793
	Iteration 22F: 3 clusters Score -128144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -259860.562500 Penalty: 1302.275757
	Iteration 0F: 2 clusters Score -259860.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -257176.687500 Penalty: 2604.551514
	Iteration 0F: 3 clusters Score -257176.7 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -257870.453125 Penalty: 2604.551514
	Iteration 1F: 3 clusters Score -257870.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -258067.328125 Penalty: 2604.551514
	Iteration 2F: 3 clusters Score -258067.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -258236.890625 Penalty: 2604.551514
	Iteration 3F: 3 clusters Score -258236.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -258381.671875 Penalty: 2604.551514
	Iteration 4F: 3 clusters Score -258381.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258487.468750 Penalty: 2604.551514
	Iteration 5Q: 3 clusters Score -258487.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258575.734375 Penalty: 2604.551514
	Iteration 6Q: 3 clusters Score -258575.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258627.359375 Penalty: 2604.551514
	Iteration 7Q: 3 clusters Score -258627.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -258660.015625 Penalty: 2604.551514
	Iteration 8Q: 3 clusters Score -258660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -258692.796875 Penalty: 2604.551514
	Iteration 9Q: 3 clusters Score -258692.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -258727.875000 Penalty: 2604.551514
	Iteration 10Q: 3 clusters Score -258727.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -258755.359375 Penalty: 2604.551514
	Iteration 11Q: 3 clusters Score -258755.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -258779.093750 Penalty: 2604.551514
	Iteration 12Q: 3 clusters Score -258779.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -258796.156250 Penalty: 2604.551514
	Iteration 13Q: 3 clusters Score -258796.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -258810.609375 Penalty: 2604.551514
	Iteration 14Q: 3 clusters Score -258810.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -258818.765625 Penalty: 2604.551514
	Iteration 15Q: 3 clusters Score -258818.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -258824.640625 Penalty: 2604.551514
	Iteration 16Q: 3 clusters Score -258824.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -258828.953125 Penalty: 2604.551514
	Iteration 17Q: 3 clusters Score -258829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -258832.953125 Penalty: 2604.551514
	Iteration 18Q: 3 clusters Score -258833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -258835.046875 Penalty: 2604.551514
	Iteration 19Q: 3 clusters Score -258835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -258835.906250 Penalty: 2604.551514
	Iteration 20F: 3 clusters Score -258835.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -258837.062500 Penalty: 2604.551514
	Iteration 21Q: 3 clusters Score -258837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -258840.171875 Penalty: 2604.551514
	Iteration 22Q: 3 clusters Score -258840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -258842.734375 Penalty: 2604.551514
	Iteration 23Q: 3 clusters Score -258842.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -258844.125000 Penalty: 2604.551514
	Iteration 24Q: 3 clusters Score -258844.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -258844.984375 Penalty: 2604.551514
	Iteration 25Q: 3 clusters Score -258845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -258847.453125 Penalty: 2604.551514
	Iteration 26Q: 3 clusters Score -258847.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -258851.421875 Penalty: 2604.551514
	Iteration 27Q: 3 clusters Score -258851.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -258854.109375 Penalty: 2604.551514
	Iteration 28Q: 3 clusters Score -258854.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -258857.000000 Penalty: 2604.551514
	Iteration 29Q: 3 clusters Score -258857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -258857.875000 Penalty: 2604.551514
	Iteration 30Q: 3 clusters Score -258857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -258860.484375 Penalty: 2604.551514
	Iteration 31Q: 3 clusters Score -258860.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -258861.312500 Penalty: 2604.551514
	Iteration 32Q: 3 clusters Score -258861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -258862.406250 Penalty: 2604.551514
	Iteration 33Q: 3 clusters Score -258862.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -258863.687500 Penalty: 2604.551514
	Iteration 34Q: 3 clusters Score -258863.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -258863.906250 Penalty: 2604.551514
	Iteration 35Q: 3 clusters Score -258863.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -258863.906250 Penalty: 2604.551514
	Iteration 36F: 3 clusters Score -258863.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Entering Unmasked Estep 
Score: -900272.687500 Penalty: 1492.699463
	Iteration 0F: 2 clusters Score -900272.7 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 4820 members 
Entering Unmasked Estep 
Score: -893283.500000 Penalty: 2985.398926
	Iteration 0F: 3 clusters Score -893283.5 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -895543.625000 Penalty: 2985.398926
	Iteration 1F: 3 clusters Score -895543.6 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -896099.625000 Penalty: 2985.398926
	Iteration 2F: 3 clusters Score -896099.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -896726.062500 Penalty: 2985.398926
	Iteration 3F: 3 clusters Score -896726.1 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -897395.562500 Penalty: 2985.398926
	Iteration 4F: 3 clusters Score -897395.6 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -897950.062500 Penalty: 2985.398926
	Iteration 5F: 3 clusters Score -897950.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -898320.562500 Penalty: 2985.398926
	Iteration 6F: 3 clusters Score -898320.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -898580.437500 Penalty: 2985.398926
	Iteration 7Q: 3 clusters Score -898580.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -898755.062500 Penalty: 2985.398926
	Iteration 8Q: 3 clusters Score -898755.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -898876.187500 Penalty: 2985.398926
	Iteration 9Q: 3 clusters Score -898876.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -898969.125000 Penalty: 2985.398926
	Iteration 10Q: 3 clusters Score -898969.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -899032.750000 Penalty: 2985.398926
	Iteration 11Q: 3 clusters Score -899032.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -899067.687500 Penalty: 2985.398926
	Iteration 12Q: 3 clusters Score -899067.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -899093.500000 Penalty: 2985.398926
	Iteration 13Q: 3 clusters Score -899093.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -899117.812500 Penalty: 2985.398926
	Iteration 14Q: 3 clusters Score -899117.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -899149.562500 Penalty: 2985.398926
	Iteration 15Q: 3 clusters Score -899149.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -899177.500000 Penalty: 2985.398926
	Iteration 16Q: 3 clusters Score -899177.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -899196.062500 Penalty: 2985.398926
	Iteration 17Q: 3 clusters Score -899196.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -899207.562500 Penalty: 2985.398926
	Iteration 18Q: 3 clusters Score -899207.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -899220.437500 Penalty: 2985.398926
	Iteration 19Q: 3 clusters Score -899220.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -899229.500000 Penalty: 2985.398926
	Iteration 20F: 3 clusters Score -899229.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -899238.875000 Penalty: 2985.398926
	Iteration 21Q: 3 clusters Score -899238.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -899247.875000 Penalty: 2985.398926
	Iteration 22Q: 3 clusters Score -899247.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -899253.812500 Penalty: 2985.398926
	Iteration 23Q: 3 clusters Score -899253.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -899262.562500 Penalty: 2985.398926
	Iteration 24Q: 3 clusters Score -899262.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -899270.750000 Penalty: 2985.398926
	Iteration 25Q: 3 clusters Score -899270.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -899273.562500 Penalty: 2985.398926
	Iteration 26Q: 3 clusters Score -899273.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -899279.000000 Penalty: 2985.398926
	Iteration 27Q: 3 clusters Score -899279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -899282.125000 Penalty: 2985.398926
	Iteration 28Q: 3 clusters Score -899282.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -899288.062500 Penalty: 2985.398926
	Iteration 29Q: 3 clusters Score -899288.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -899299.500000 Penalty: 2985.398926
	Iteration 30Q: 3 clusters Score -899299.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -899317.125000 Penalty: 2985.398926
	Iteration 31Q: 3 clusters Score -899317.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -899331.875000 Penalty: 2985.398926
	Iteration 32Q: 3 clusters Score -899331.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -899343.812500 Penalty: 2985.398926
	Iteration 33Q: 3 clusters Score -899343.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -899350.875000 Penalty: 2985.398926
	Iteration 34Q: 3 clusters Score -899350.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -899359.000000 Penalty: 2985.398926
	Iteration 35Q: 3 clusters Score -899359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -899364.187500 Penalty: 2985.398926
	Iteration 36Q: 3 clusters Score -899364.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -899367.937500 Penalty: 2985.398926
	Iteration 37Q: 3 clusters Score -899367.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -899372.000000 Penalty: 2985.398926
	Iteration 38Q: 3 clusters Score -899372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -899382.062500 Penalty: 2985.398926
	Iteration 39Q: 3 clusters Score -899382.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -899387.062500 Penalty: 2985.398926
	Iteration 40F: 3 clusters Score -899387.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -899397.437500 Penalty: 2985.398926
	Iteration 41Q: 3 clusters Score -899397.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -899401.750000 Penalty: 2985.398926
	Iteration 42Q: 3 clusters Score -899401.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -899408.750000 Penalty: 2985.398926
	Iteration 43Q: 3 clusters Score -899408.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -899414.312500 Penalty: 2985.398926
	Iteration 44Q: 3 clusters Score -899414.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -899418.687500 Penalty: 2985.398926
	Iteration 45Q: 3 clusters Score -899418.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -899420.500000 Penalty: 2985.398926
	Iteration 46Q: 3 clusters Score -899420.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -899420.812500 Penalty: 2985.398926
	Iteration 47Q: 3 clusters Score -899420.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -899423.250000 Penalty: 2985.398926
	Iteration 48Q: 3 clusters Score -899423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -899424.500000 Penalty: 2985.398926
	Iteration 49Q: 3 clusters Score -899424.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -899424.625000 Penalty: 2985.398926
	Iteration 50Q: 3 clusters Score -899424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -899426.250000 Penalty: 2985.398926
	Iteration 51Q: 3 clusters Score -899426.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -899426.687500 Penalty: 2985.398926
	Iteration 52Q: 3 clusters Score -899426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -899427.437500 Penalty: 2985.398926
	Iteration 53Q: 3 clusters Score -899427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -899428.375000 Penalty: 2985.398926
	Iteration 54Q: 3 clusters Score -899428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -899426.812500 Penalty: 2985.398926
	Iteration 55Q: 3 clusters Score -899426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -899428.812500 Penalty: 2985.398926
	Iteration 56Q: 3 clusters Score -899428.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -899430.437500 Penalty: 2985.398926
	Iteration 57Q: 3 clusters Score -899430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -899429.750000 Penalty: 2985.398926
	Iteration 58Q: 3 clusters Score -899429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -899434.687500 Penalty: 2985.398926
	Iteration 59Q: 3 clusters Score -899434.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -899434.062500 Penalty: 2985.398926
	Iteration 60F: 3 clusters Score -899434.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -899436.875000 Penalty: 2985.398926
	Iteration 61Q: 3 clusters Score -899436.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -899439.812500 Penalty: 2985.398926
	Iteration 62Q: 3 clusters Score -899439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -899438.187500 Penalty: 2985.398926
	Iteration 63Q: 3 clusters Score -899438.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -899439.437500 Penalty: 2985.398926
	Iteration 64Q: 3 clusters Score -899439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -899442.500000 Penalty: 2985.398926
	Iteration 65Q: 3 clusters Score -899442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -899445.500000 Penalty: 2985.398926
	Iteration 66Q: 3 clusters Score -899445.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -899448.312500 Penalty: 2985.398926
	Iteration 67Q: 3 clusters Score -899448.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -899448.500000 Penalty: 2985.398926
	Iteration 68Q: 3 clusters Score -899448.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -899449.312500 Penalty: 2985.398926
	Iteration 69Q: 3 clusters Score -899449.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -899449.062500 Penalty: 2985.398926
	Iteration 70Q: 3 clusters Score -899449.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -899449.062500 Penalty: 2985.398926
	Iteration 71F: 3 clusters Score -899449.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Entering Unmasked Estep 
Score: -694500.187500 Penalty: 1456.825439
	Iteration 0F: 2 clusters Score -694500.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -688671.875000 Penalty: 2913.650879
	Iteration 0F: 3 clusters Score -688671.9 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -690484.437500 Penalty: 2913.650879
	Iteration 1F: 3 clusters Score -690484.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -690758.062500 Penalty: 2913.650879
	Iteration 2F: 3 clusters Score -690758.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -690977.000000 Penalty: 2913.650879
	Iteration 3F: 3 clusters Score -690977 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -691178.562500 Penalty: 2913.650879
	Iteration 4Q: 3 clusters Score -691178.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -691397.875000 Penalty: 2913.650879
	Iteration 5Q: 3 clusters Score -691397.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -691642.312500 Penalty: 2913.650879
	Iteration 6Q: 3 clusters Score -691642.3 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -691919.250000 Penalty: 2913.650879
	Iteration 7Q: 3 clusters Score -691919.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -692168.312500 Penalty: 2913.650879
	Iteration 8F: 3 clusters Score -692168.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -692385.812500 Penalty: 2913.650879
	Iteration 9Q: 3 clusters Score -692385.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -692554.187500 Penalty: 2913.650879
	Iteration 10Q: 3 clusters Score -692554.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -692677.812500 Penalty: 2913.650879
	Iteration 11Q: 3 clusters Score -692677.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -692835.562500 Penalty: 2913.650879
	Iteration 12Q: 3 clusters Score -692835.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -692998.562500 Penalty: 2913.650879
	Iteration 13Q: 3 clusters Score -692998.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -693141.000000 Penalty: 2913.650879
	Iteration 14Q: 3 clusters Score -693141 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -693266.437500 Penalty: 2913.650879
	Iteration 15Q: 3 clusters Score -693266.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -693368.687500 Penalty: 2913.650879
	Iteration 16Q: 3 clusters Score -693368.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -693441.937500 Penalty: 2913.650879
	Iteration 17Q: 3 clusters Score -693441.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -693497.000000 Penalty: 2913.650879
	Iteration 18Q: 3 clusters Score -693497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -693543.875000 Penalty: 2913.650879
	Iteration 19Q: 3 clusters Score -693543.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -693584.937500 Penalty: 2913.650879
	Iteration 20F: 3 clusters Score -693584.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -693615.562500 Penalty: 2913.650879
	Iteration 21Q: 3 clusters Score -693615.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -693637.062500 Penalty: 2913.650879
	Iteration 22Q: 3 clusters Score -693637.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -693674.812500 Penalty: 2913.650879
	Iteration 23Q: 3 clusters Score -693674.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -693705.500000 Penalty: 2913.650879
	Iteration 24Q: 3 clusters Score -693705.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -693722.375000 Penalty: 2913.650879
	Iteration 25Q: 3 clusters Score -693722.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -693746.000000 Penalty: 2913.650879
	Iteration 26Q: 3 clusters Score -693746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -693789.875000 Penalty: 2913.650879
	Iteration 27Q: 3 clusters Score -693789.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -693860.375000 Penalty: 2913.650879
	Iteration 28Q: 3 clusters Score -693860.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -694011.000000 Penalty: 2913.650879
	Iteration 29Q: 3 clusters Score -694011 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -694129.687500 Penalty: 2913.650879
	Iteration 30Q: 3 clusters Score -694129.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -694166.250000 Penalty: 2913.650879
	Iteration 31Q: 3 clusters Score -694166.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -694189.125000 Penalty: 2913.650879
	Iteration 32Q: 3 clusters Score -694189.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -694198.750000 Penalty: 2913.650879
	Iteration 33Q: 3 clusters Score -694198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -694202.312500 Penalty: 2913.650879
	Iteration 34Q: 3 clusters Score -694202.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -694206.187500 Penalty: 2913.650879
	Iteration 35Q: 3 clusters Score -694206.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -694206.187500 Penalty: 2913.650879
	Iteration 36F: 3 clusters Score -694206.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Entering Unmasked Estep 
Score: -407730.906250 Penalty: 1369.715332
	Iteration 0F: 2 clusters Score -407730.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -404037.750000 Penalty: 2739.430664
	Iteration 0F: 3 clusters Score -404037.8 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -405296.031250 Penalty: 2739.430664
	Iteration 1F: 3 clusters Score -405296 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -405766.343750 Penalty: 2739.430664
	Iteration 2F: 3 clusters Score -405766.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -406203.781250 Penalty: 2739.430664
	Iteration 3F: 3 clusters Score -406203.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -406670.156250 Penalty: 2739.430664
	Iteration 4F: 3 clusters Score -406670.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -407156.343750 Penalty: 2739.430664
	Iteration 5F: 3 clusters Score -407156.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -407500.812500 Penalty: 2739.430664
	Iteration 6F: 3 clusters Score -407500.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -407685.437500 Penalty: 2739.430664
	Iteration 7Q: 3 clusters Score -407685.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -407774.468750 Penalty: 2739.430664
	Iteration 8Q: 3 clusters Score -407774.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -407805.875000 Penalty: 2739.430664
	Iteration 9Q: 3 clusters Score -407805.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -407820.000000 Penalty: 2739.430664
	Iteration 10Q: 3 clusters Score -407820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -407828.062500 Penalty: 2739.430664
	Iteration 11Q: 3 clusters Score -407828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -407833.218750 Penalty: 2739.430664
	Iteration 12Q: 3 clusters Score -407833.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -407835.750000 Penalty: 2739.430664
	Iteration 13Q: 3 clusters Score -407835.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -407837.312500 Penalty: 2739.430664
	Iteration 14Q: 3 clusters Score -407837.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -407837.625000 Penalty: 2739.430664
	Iteration 15Q: 3 clusters Score -407837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -407837.718750 Penalty: 2739.430664
	Iteration 16Q: 3 clusters Score -407837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -407838.843750 Penalty: 2739.430664
	Iteration 17Q: 3 clusters Score -407838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -407838.843750 Penalty: 2739.430664
	Iteration 18F: 3 clusters Score -407838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 9352 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 18467 members 
Mstep: Class 6 contains 18125 members 
Mstep: Class 7 contains 71805 members 
Mstep: Class 8 contains 11042 members 
Mstep: Class 9 contains 764 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 30401 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 4348 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 3023 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 7825 members 
Mstep: Class 20 contains 1592 members 
Mstep: Class 21 contains 8153 members 
Mstep: Class 22 contains 6834 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 4207 members 
Mstep: Class 25 contains 2986 members 
Entering Unmasked Estep 
Score: -24817624.000000 Penalty: 50978.894531
Splitting cluster 20 changes total score from -24818182.000000 to -24817624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (8153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Entering Unmasked Estep 
Score: -735023.687500 Penalty: 1463.498047
	Iteration 0F: 2 clusters Score -735023.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -728983.062500 Penalty: 2926.996094
	Iteration 0F: 3 clusters Score -728983.1 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -730847.187500 Penalty: 2926.996094
	Iteration 1F: 3 clusters Score -730847.2 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -731065.625000 Penalty: 2926.996094
	Iteration 2F: 3 clusters Score -731065.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -731227.687500 Penalty: 2926.996094
	Iteration 3Q: 3 clusters Score -731227.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -731366.062500 Penalty: 2926.996094
	Iteration 4Q: 3 clusters Score -731366.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -731487.750000 Penalty: 2926.996094
	Iteration 5Q: 3 clusters Score -731487.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -731601.125000 Penalty: 2926.996094
	Iteration 6Q: 3 clusters Score -731601.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -731688.062500 Penalty: 2926.996094
	Iteration 7Q: 3 clusters Score -731688.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -731766.500000 Penalty: 2926.996094
	Iteration 8Q: 3 clusters Score -731766.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -731859.500000 Penalty: 2926.996094
	Iteration 9Q: 3 clusters Score -731859.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -731964.500000 Penalty: 2926.996094
	Iteration 10Q: 3 clusters Score -731964.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -732081.062500 Penalty: 2926.996094
	Iteration 11Q: 3 clusters Score -732081.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -732194.437500 Penalty: 2926.996094
	Iteration 12Q: 3 clusters Score -732194.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -732305.062500 Penalty: 2926.996094
	Iteration 13Q: 3 clusters Score -732305.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -732424.437500 Penalty: 2926.996094
	Iteration 14Q: 3 clusters Score -732424.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -732549.375000 Penalty: 2926.996094
	Iteration 15Q: 3 clusters Score -732549.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -732666.750000 Penalty: 2926.996094
	Iteration 16Q: 3 clusters Score -732666.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -732770.250000 Penalty: 2926.996094
	Iteration 17Q: 3 clusters Score -732770.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -732856.250000 Penalty: 2926.996094
	Iteration 18Q: 3 clusters Score -732856.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -732927.375000 Penalty: 2926.996094
	Iteration 19Q: 3 clusters Score -732927.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -732994.687500 Penalty: 2926.996094
	Iteration 20F: 3 clusters Score -732994.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -733047.937500 Penalty: 2926.996094
	Iteration 21Q: 3 clusters Score -733047.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -733088.500000 Penalty: 2926.996094
	Iteration 22Q: 3 clusters Score -733088.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -733127.250000 Penalty: 2926.996094
	Iteration 23Q: 3 clusters Score -733127.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -733149.812500 Penalty: 2926.996094
	Iteration 24Q: 3 clusters Score -733149.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -733174.687500 Penalty: 2926.996094
	Iteration 25Q: 3 clusters Score -733174.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -733198.125000 Penalty: 2926.996094
	Iteration 26Q: 3 clusters Score -733198.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -733217.625000 Penalty: 2926.996094
	Iteration 27Q: 3 clusters Score -733217.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -733234.187500 Penalty: 2926.996094
	Iteration 28Q: 3 clusters Score -733234.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -733250.687500 Penalty: 2926.996094
	Iteration 29Q: 3 clusters Score -733250.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -733263.000000 Penalty: 2926.996094
	Iteration 30Q: 3 clusters Score -733263 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -733279.187500 Penalty: 2926.996094
	Iteration 31Q: 3 clusters Score -733279.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -733294.125000 Penalty: 2926.996094
	Iteration 32Q: 3 clusters Score -733294.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -733310.812500 Penalty: 2926.996094
	Iteration 33Q: 3 clusters Score -733310.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -733323.562500 Penalty: 2926.996094
	Iteration 34Q: 3 clusters Score -733323.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -733333.125000 Penalty: 2926.996094
	Iteration 35Q: 3 clusters Score -733333.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -733342.312500 Penalty: 2926.996094
	Iteration 36Q: 3 clusters Score -733342.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -733350.625000 Penalty: 2926.996094
	Iteration 37Q: 3 clusters Score -733350.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -733360.937500 Penalty: 2926.996094
	Iteration 38Q: 3 clusters Score -733360.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -733374.125000 Penalty: 2926.996094
	Iteration 39Q: 3 clusters Score -733374.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -733386.000000 Penalty: 2926.996094
	Iteration 40F: 3 clusters Score -733386 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -733398.562500 Penalty: 2926.996094
	Iteration 41Q: 3 clusters Score -733398.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -733407.437500 Penalty: 2926.996094
	Iteration 42Q: 3 clusters Score -733407.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -733422.062500 Penalty: 2926.996094
	Iteration 43Q: 3 clusters Score -733422.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -733431.875000 Penalty: 2926.996094
	Iteration 44Q: 3 clusters Score -733431.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -733441.375000 Penalty: 2926.996094
	Iteration 45Q: 3 clusters Score -733441.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -733452.187500 Penalty: 2926.996094
	Iteration 46Q: 3 clusters Score -733452.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -733464.437500 Penalty: 2926.996094
	Iteration 47Q: 3 clusters Score -733464.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -733469.375000 Penalty: 2926.996094
	Iteration 48Q: 3 clusters Score -733469.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -733473.375000 Penalty: 2926.996094
	Iteration 49Q: 3 clusters Score -733473.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -733484.062500 Penalty: 2926.996094
	Iteration 50Q: 3 clusters Score -733484.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -733492.000000 Penalty: 2926.996094
	Iteration 51Q: 3 clusters Score -733492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -733498.062500 Penalty: 2926.996094
	Iteration 52Q: 3 clusters Score -733498.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -733503.375000 Penalty: 2926.996094
	Iteration 53Q: 3 clusters Score -733503.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -733511.437500 Penalty: 2926.996094
	Iteration 54Q: 3 clusters Score -733511.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -733515.625000 Penalty: 2926.996094
	Iteration 55Q: 3 clusters Score -733515.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -733526.125000 Penalty: 2926.996094
	Iteration 56Q: 3 clusters Score -733526.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -733533.000000 Penalty: 2926.996094
	Iteration 57Q: 3 clusters Score -733533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -733536.625000 Penalty: 2926.996094
	Iteration 58Q: 3 clusters Score -733536.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -733541.625000 Penalty: 2926.996094
	Iteration 59Q: 3 clusters Score -733541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -733544.437500 Penalty: 2926.996094
	Iteration 60F: 3 clusters Score -733544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -733549.625000 Penalty: 2926.996094
	Iteration 61Q: 3 clusters Score -733549.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -733549.250000 Penalty: 2926.996094
	Iteration 62Q: 3 clusters Score -733549.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -733554.625000 Penalty: 2926.996094
	Iteration 63Q: 3 clusters Score -733554.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -733559.625000 Penalty: 2926.996094
	Iteration 64Q: 3 clusters Score -733559.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -733569.250000 Penalty: 2926.996094
	Iteration 65Q: 3 clusters Score -733569.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -733575.562500 Penalty: 2926.996094
	Iteration 66Q: 3 clusters Score -733575.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -733579.937500 Penalty: 2926.996094
	Iteration 67Q: 3 clusters Score -733579.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -733585.187500 Penalty: 2926.996094
	Iteration 68Q: 3 clusters Score -733585.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -733595.250000 Penalty: 2926.996094
	Iteration 69Q: 3 clusters Score -733595.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -733602.062500 Penalty: 2926.996094
	Iteration 70Q: 3 clusters Score -733602.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -733607.562500 Penalty: 2926.996094
	Iteration 71Q: 3 clusters Score -733607.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -733609.812500 Penalty: 2926.996094
	Iteration 72Q: 3 clusters Score -733609.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -733616.812500 Penalty: 2926.996094
	Iteration 73Q: 3 clusters Score -733616.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -733622.187500 Penalty: 2926.996094
	Iteration 74Q: 3 clusters Score -733622.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -733626.187500 Penalty: 2926.996094
	Iteration 75Q: 3 clusters Score -733626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -733628.375000 Penalty: 2926.996094
	Iteration 76Q: 3 clusters Score -733628.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -733631.687500 Penalty: 2926.996094
	Iteration 77Q: 3 clusters Score -733631.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -733633.750000 Penalty: 2926.996094
	Iteration 78Q: 3 clusters Score -733633.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -733637.937500 Penalty: 2926.996094
	Iteration 79Q: 3 clusters Score -733637.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -733641.687500 Penalty: 2926.996094
	Iteration 80F: 3 clusters Score -733641.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -733647.000000 Penalty: 2926.996094
	Iteration 81Q: 3 clusters Score -733647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -733649.937500 Penalty: 2926.996094
	Iteration 82Q: 3 clusters Score -733649.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -733650.250000 Penalty: 2926.996094
	Iteration 83Q: 3 clusters Score -733650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -733651.375000 Penalty: 2926.996094
	Iteration 84Q: 3 clusters Score -733651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -733651.375000 Penalty: 2926.996094
	Iteration 85F: 3 clusters Score -733651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -612204.562500 Penalty: 1434.820557
	Iteration 0F: 2 clusters Score -612204.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -607084.562500 Penalty: 2869.641113
	Iteration 0F: 3 clusters Score -607084.6 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -608832.562500 Penalty: 2869.641113
	Iteration 1F: 3 clusters Score -608832.6 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -609189.375000 Penalty: 2869.641113
	Iteration 2F: 3 clusters Score -609189.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -609454.250000 Penalty: 2869.641113
	Iteration 3F: 3 clusters Score -609454.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -609653.812500 Penalty: 2869.641113
	Iteration 4F: 3 clusters Score -609653.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -609802.000000 Penalty: 2869.641113
	Iteration 5Q: 3 clusters Score -609802 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -609929.000000 Penalty: 2869.641113
	Iteration 6Q: 3 clusters Score -609929 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -610084.187500 Penalty: 2869.641113
	Iteration 7Q: 3 clusters Score -610084.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -610297.187500 Penalty: 2869.641113
	Iteration 8Q: 3 clusters Score -610297.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -610568.437500 Penalty: 2869.641113
	Iteration 9Q: 3 clusters Score -610568.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -610910.875000 Penalty: 2869.641113
	Iteration 10Q: 3 clusters Score -610910.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -611303.562500 Penalty: 2869.641113
	Iteration 11Q: 3 clusters Score -611303.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -611612.750000 Penalty: 2869.641113
	Iteration 12Q: 3 clusters Score -611612.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -611759.562500 Penalty: 2869.641113
	Iteration 13Q: 3 clusters Score -611759.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -611828.687500 Penalty: 2869.641113
	Iteration 14Q: 3 clusters Score -611828.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -611875.250000 Penalty: 2869.641113
	Iteration 15Q: 3 clusters Score -611875.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -611912.250000 Penalty: 2869.641113
	Iteration 16Q: 3 clusters Score -611912.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -611932.375000 Penalty: 2869.641113
	Iteration 17Q: 3 clusters Score -611932.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -611942.937500 Penalty: 2869.641113
	Iteration 18Q: 3 clusters Score -611942.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -611948.312500 Penalty: 2869.641113
	Iteration 19Q: 3 clusters Score -611948.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -611955.187500 Penalty: 2869.641113
	Iteration 20F: 3 clusters Score -611955.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -611955.875000 Penalty: 2869.641113
	Iteration 21Q: 3 clusters Score -611955.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -611958.125000 Penalty: 2869.641113
	Iteration 22Q: 3 clusters Score -611958.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -611961.562500 Penalty: 2869.641113
	Iteration 23Q: 3 clusters Score -611961.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -611963.000000 Penalty: 2869.641113
	Iteration 24Q: 3 clusters Score -611963 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -611964.187500 Penalty: 2869.641113
	Iteration 25Q: 3 clusters Score -611964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -611964.875000 Penalty: 2869.641113
	Iteration 26Q: 3 clusters Score -611964.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -611965.812500 Penalty: 2869.641113
	Iteration 27Q: 3 clusters Score -611965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -611967.062500 Penalty: 2869.641113
	Iteration 28Q: 3 clusters Score -611967.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -611966.750000 Penalty: 2869.641113
	Iteration 29Q: 3 clusters Score -611966.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -611967.250000 Penalty: 2869.641113
	Iteration 30Q: 3 clusters Score -611967.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -611968.312500 Penalty: 2869.641113
	Iteration 31Q: 3 clusters Score -611968.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -611969.437500 Penalty: 2869.641113
	Iteration 32Q: 3 clusters Score -611969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -611970.437500 Penalty: 2869.641113
	Iteration 33Q: 3 clusters Score -611970.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -611969.437500 Penalty: 2869.641113
	Iteration 34Q: 3 clusters Score -611969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -611969.125000 Penalty: 2869.641113
	Iteration 35Q: 3 clusters Score -611969.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -611970.062500 Penalty: 2869.641113
	Iteration 36Q: 3 clusters Score -611970.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -611970.062500 Penalty: 2869.641113
	Iteration 37F: 3 clusters Score -611970.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Entering Unmasked Estep 
Score: -432763.281250 Penalty: 1381.521973
	Iteration 0F: 2 clusters Score -432763.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -428789.468750 Penalty: 2763.043945
	Iteration 0F: 3 clusters Score -428789.5 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -429874.156250 Penalty: 2763.043945
	Iteration 1F: 3 clusters Score -429874.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -430020.812500 Penalty: 2763.043945
	Iteration 2F: 3 clusters Score -430020.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -430115.875000 Penalty: 2763.043945
	Iteration 3Q: 3 clusters Score -430115.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -430194.687500 Penalty: 2763.043945
	Iteration 4Q: 3 clusters Score -430194.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -430253.718750 Penalty: 2763.043945
	Iteration 5Q: 3 clusters Score -430253.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -430300.343750 Penalty: 2763.043945
	Iteration 6Q: 3 clusters Score -430300.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -430343.468750 Penalty: 2763.043945
	Iteration 7Q: 3 clusters Score -430343.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -430369.750000 Penalty: 2763.043945
	Iteration 8Q: 3 clusters Score -430369.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -430395.218750 Penalty: 2763.043945
	Iteration 9Q: 3 clusters Score -430395.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -430418.437500 Penalty: 2763.043945
	Iteration 10Q: 3 clusters Score -430418.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -430441.000000 Penalty: 2763.043945
	Iteration 11Q: 3 clusters Score -430441 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -430459.812500 Penalty: 2763.043945
	Iteration 12Q: 3 clusters Score -430459.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -430475.531250 Penalty: 2763.043945
	Iteration 13Q: 3 clusters Score -430475.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -430492.968750 Penalty: 2763.043945
	Iteration 14Q: 3 clusters Score -430493 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -430513.187500 Penalty: 2763.043945
	Iteration 15Q: 3 clusters Score -430513.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -430528.125000 Penalty: 2763.043945
	Iteration 16Q: 3 clusters Score -430528.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -430543.875000 Penalty: 2763.043945
	Iteration 17Q: 3 clusters Score -430543.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -430557.406250 Penalty: 2763.043945
	Iteration 18Q: 3 clusters Score -430557.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -430577.062500 Penalty: 2763.043945
	Iteration 19Q: 3 clusters Score -430577.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -430604.468750 Penalty: 2763.043945
	Iteration 20F: 3 clusters Score -430604.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -430637.562500 Penalty: 2763.043945
	Iteration 21Q: 3 clusters Score -430637.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -430681.500000 Penalty: 2763.043945
	Iteration 22Q: 3 clusters Score -430681.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -430730.093750 Penalty: 2763.043945
	Iteration 23Q: 3 clusters Score -430730.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -430783.281250 Penalty: 2763.043945
	Iteration 24Q: 3 clusters Score -430783.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -430844.843750 Penalty: 2763.043945
	Iteration 25Q: 3 clusters Score -430844.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -430909.750000 Penalty: 2763.043945
	Iteration 26Q: 3 clusters Score -430909.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -430987.312500 Penalty: 2763.043945
	Iteration 27Q: 3 clusters Score -430987.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -431072.593750 Penalty: 2763.043945
	Iteration 28Q: 3 clusters Score -431072.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -431161.843750 Penalty: 2763.043945
	Iteration 29Q: 3 clusters Score -431161.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -431235.406250 Penalty: 2763.043945
	Iteration 30Q: 3 clusters Score -431235.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -431295.000000 Penalty: 2763.043945
	Iteration 31Q: 3 clusters Score -431295 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -431345.656250 Penalty: 2763.043945
	Iteration 32Q: 3 clusters Score -431345.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -431392.500000 Penalty: 2763.043945
	Iteration 33Q: 3 clusters Score -431392.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -431435.500000 Penalty: 2763.043945
	Iteration 34Q: 3 clusters Score -431435.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -431474.531250 Penalty: 2763.043945
	Iteration 35Q: 3 clusters Score -431474.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -431496.906250 Penalty: 2763.043945
	Iteration 36Q: 3 clusters Score -431496.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -431512.343750 Penalty: 2763.043945
	Iteration 37Q: 3 clusters Score -431512.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -431515.625000 Penalty: 2763.043945
	Iteration 38Q: 3 clusters Score -431515.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -431516.531250 Penalty: 2763.043945
	Iteration 39Q: 3 clusters Score -431516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -431520.281250 Penalty: 2763.043945
	Iteration 40F: 3 clusters Score -431520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -431524.000000 Penalty: 2763.043945
	Iteration 41Q: 3 clusters Score -431524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -431526.593750 Penalty: 2763.043945
	Iteration 42Q: 3 clusters Score -431526.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -431534.781250 Penalty: 2763.043945
	Iteration 43Q: 3 clusters Score -431534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -431538.437500 Penalty: 2763.043945
	Iteration 44Q: 3 clusters Score -431538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -431541.656250 Penalty: 2763.043945
	Iteration 45Q: 3 clusters Score -431541.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -431542.656250 Penalty: 2763.043945
	Iteration 46Q: 3 clusters Score -431542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -431543.750000 Penalty: 2763.043945
	Iteration 47Q: 3 clusters Score -431543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -431544.968750 Penalty: 2763.043945
	Iteration 48Q: 3 clusters Score -431545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -431546.281250 Penalty: 2763.043945
	Iteration 49Q: 3 clusters Score -431546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -431548.843750 Penalty: 2763.043945
	Iteration 50Q: 3 clusters Score -431548.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -431548.843750 Penalty: 2763.043945
	Iteration 51F: 3 clusters Score -431548.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Entering Unmasked Estep 
Score: -338328.187500 Penalty: 1355.982056
	Iteration 0F: 2 clusters Score -338328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -334839.812500 Penalty: 2711.964111
	Iteration 0F: 3 clusters Score -334839.8 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -335915.687500 Penalty: 2711.964111
	Iteration 1F: 3 clusters Score -335915.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -336243.406250 Penalty: 2711.964111
	Iteration 2F: 3 clusters Score -336243.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -336496.750000 Penalty: 2711.964111
	Iteration 3F: 3 clusters Score -336496.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -336656.156250 Penalty: 2711.964111
	Iteration 4F: 3 clusters Score -336656.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -336776.906250 Penalty: 2711.964111
	Iteration 5Q: 3 clusters Score -336776.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -336876.187500 Penalty: 2711.964111
	Iteration 6Q: 3 clusters Score -336876.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -336951.593750 Penalty: 2711.964111
	Iteration 7Q: 3 clusters Score -336951.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -337012.437500 Penalty: 2711.964111
	Iteration 8Q: 3 clusters Score -337012.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -337050.218750 Penalty: 2711.964111
	Iteration 9Q: 3 clusters Score -337050.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -337074.000000 Penalty: 2711.964111
	Iteration 10Q: 3 clusters Score -337074 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -337093.656250 Penalty: 2711.964111
	Iteration 11Q: 3 clusters Score -337093.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -337107.343750 Penalty: 2711.964111
	Iteration 12Q: 3 clusters Score -337107.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337125.625000 Penalty: 2711.964111
	Iteration 13Q: 3 clusters Score -337125.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -337141.468750 Penalty: 2711.964111
	Iteration 14Q: 3 clusters Score -337141.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -337150.531250 Penalty: 2711.964111
	Iteration 15Q: 3 clusters Score -337150.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -337159.187500 Penalty: 2711.964111
	Iteration 16Q: 3 clusters Score -337159.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -337169.250000 Penalty: 2711.964111
	Iteration 17Q: 3 clusters Score -337169.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -337178.781250 Penalty: 2711.964111
	Iteration 18Q: 3 clusters Score -337178.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -337187.281250 Penalty: 2711.964111
	Iteration 19Q: 3 clusters Score -337187.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -337195.343750 Penalty: 2711.964111
	Iteration 20F: 3 clusters Score -337195.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -337202.062500 Penalty: 2711.964111
	Iteration 21Q: 3 clusters Score -337202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -337205.968750 Penalty: 2711.964111
	Iteration 22Q: 3 clusters Score -337206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -337209.406250 Penalty: 2711.964111
	Iteration 23Q: 3 clusters Score -337209.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -337215.468750 Penalty: 2711.964111
	Iteration 24Q: 3 clusters Score -337215.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -337218.406250 Penalty: 2711.964111
	Iteration 25Q: 3 clusters Score -337218.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -337219.968750 Penalty: 2711.964111
	Iteration 26Q: 3 clusters Score -337220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -337224.093750 Penalty: 2711.964111
	Iteration 27Q: 3 clusters Score -337224.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -337228.500000 Penalty: 2711.964111
	Iteration 28Q: 3 clusters Score -337228.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -337231.062500 Penalty: 2711.964111
	Iteration 29Q: 3 clusters Score -337231.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -337233.187500 Penalty: 2711.964111
	Iteration 30Q: 3 clusters Score -337233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -337236.125000 Penalty: 2711.964111
	Iteration 31Q: 3 clusters Score -337236.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -337237.343750 Penalty: 2711.964111
	Iteration 32Q: 3 clusters Score -337237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -337238.250000 Penalty: 2711.964111
	Iteration 33Q: 3 clusters Score -337238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -337239.343750 Penalty: 2711.964111
	Iteration 34Q: 3 clusters Score -337239.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -337240.031250 Penalty: 2711.964111
	Iteration 35Q: 3 clusters Score -337240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -337239.687500 Penalty: 2711.964111
	Iteration 36Q: 3 clusters Score -337239.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -337239.687500 Penalty: 2711.964111
	Iteration 37F: 3 clusters Score -337239.7 nChanged 0
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74499544.000000 Penalty: 53224.328125
24->25 Clusters: Score -74499544.000000, best is -74530392.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 281715 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11557 members 
Mstep: Class 3 contains 11758 members 
Mstep: Class 4 contains 11767 members 
Mstep: Class 5 contains 11660 members 
Mstep: Class 6 contains 11863 members 
Mstep: Class 7 contains 11602 members 
Mstep: Class 8 contains 11586 members 
Mstep: Class 9 contains 11877 members 
Mstep: Class 10 contains 11693 members 
Mstep: Class 11 contains 11524 members 
Mstep: Class 12 contains 11783 members 
Mstep: Class 13 contains 11593 members 
Mstep: Class 14 contains 11875 members 
Mstep: Class 15 contains 11924 members 
Mstep: Class 16 contains 11917 members 
Mstep: Class 17 contains 11817 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 11811 members 
Mstep: Class 21 contains 11459 members 
Mstep: Class 22 contains 11685 members 
Mstep: Class 23 contains 11761 members 
Mstep: Class 24 contains 11884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 206.915649 but Gain 2039.156250
Score: -23110844.000000 Penalty: 46900.582031
Iteration 0F: 24 clusters Score -2.311084e+07 nChanged 267294
Entering Unmasked Mstep 
Mstep: Class 0 contains 282 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 7738 members 
Mstep: Class 3 contains 5385 members 
Mstep: Class 4 contains 29271 members 
Mstep: Class 5 contains 12189 members 
Mstep: Class 6 contains 14612 members 
Mstep: Class 7 contains 5476 members 
Mstep: Class 8 contains 14747 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 4325 members 
Mstep: Class 12 contains 4337 members 
Mstep: Class 13 contains 13109 members 
Mstep: Class 14 contains 6953 members 
Mstep: Class 15 contains 14229 members 
Mstep: Class 16 contains 5939 members 
Mstep: Class 17 contains 50079 members 
Mstep: Class 18 contains 3283 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 20 contains 5523 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 14685 members 
Mstep: Class 24 contains 37571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24280238.000000 Penalty: 46900.582031
Iteration 1F: 24 clusters Score -2.428024e+07 nChanged 104534
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 33307 members 
Mstep: Class 5 contains 17317 members 
Mstep: Class 6 contains 10795 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 20431 members 
Mstep: Class 9 contains 5677 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 12 contains 1996 members 
Mstep: Class 13 contains 10082 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 12242 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 58542 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 8609 members 
Mstep: Class 20 contains 5003 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 2096 members 
Mstep: Class 23 contains 12779 members 
Mstep: Class 24 contains 46814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24494450.000000 Penalty: 46900.582031
Iteration 2F: 24 clusters Score -2.449445e+07 nChanged 67636
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 3951 members 
Mstep: Class 3 contains 2243 members 
Mstep: Class 4 contains 35545 members 
Mstep: Class 5 contains 23420 members 
Mstep: Class 6 contains 7305 members 
Mstep: Class 7 contains 4079 members 
Mstep: Class 8 contains 27258 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 12 contains 1379 members 
Mstep: Class 13 contains 7532 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 12013 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 17 contains 55314 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 9614 members 
Mstep: Class 20 contains 4898 members 
Mstep: Class 21 contains 1344 members 
Mstep: Class 22 contains 1228 members 
Mstep: Class 23 contains 10968 members 
Mstep: Class 24 contains 49556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24592024.000000 Penalty: 46900.582031
Iteration 3F: 24 clusters Score -2.459202e+07 nChanged 46692
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 4123 members 
Mstep: Class 3 contains 1859 members 
Mstep: Class 4 contains 37479 members 
Mstep: Class 5 contains 27943 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 30511 members 
Mstep: Class 9 contains 7755 members 
Mstep: Class 10 contains 2615 members 
Mstep: Class 12 contains 1558 members 
Mstep: Class 13 contains 5784 members 
Mstep: Class 14 contains 1142 members 
Mstep: Class 15 contains 11492 members 
Mstep: Class 16 contains 2393 members 
Mstep: Class 17 contains 49492 members 
Mstep: Class 18 contains 2770 members 
Mstep: Class 19 contains 10439 members 
Mstep: Class 20 contains 4908 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 1011 members 
Mstep: Class 23 contains 9887 members 
Mstep: Class 24 contains 51755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1826.093506 but Gain 2039.156250
Score: -24645036.000000 Penalty: 44861.425781
Iteration 4F: 23 clusters Score -2.464504e+07 nChanged 35319
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 4 contains 38951 members 
Mstep: Class 5 contains 30728 members 
Mstep: Class 6 contains 4104 members 
Mstep: Class 7 contains 3201 members 
Mstep: Class 8 contains 31570 members 
Mstep: Class 9 contains 10029 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 12 contains 1929 members 
Mstep: Class 13 contains 4479 members 
Mstep: Class 15 contains 11099 members 
Mstep: Class 16 contains 2247 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 2585 members 
Mstep: Class 19 contains 10915 members 
Mstep: Class 20 contains 5106 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 968 members 
Mstep: Class 23 contains 9214 members 
Mstep: Class 24 contains 54406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24680860.000000 Penalty: 44861.425781
Iteration 5F: 23 clusters Score -2.468086e+07 nChanged 27848
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 1589 members 
Mstep: Class 4 contains 39961 members 
Mstep: Class 5 contains 32171 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 2962 members 
Mstep: Class 8 contains 31051 members 
Mstep: Class 9 contains 12536 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 12 contains 2187 members 
Mstep: Class 13 contains 3492 members 
Mstep: Class 15 contains 10496 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 37921 members 
Mstep: Class 18 contains 2369 members 
Mstep: Class 19 contains 10964 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 939 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 57530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1797.390259 but Gain 2039.156250
Score: -24706502.000000 Penalty: 42822.269531
Iteration 6F: 22 clusters Score -2.47065e+07 nChanged 24393
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6842 members 
Mstep: Class 3 contains 1577 members 
Mstep: Class 4 contains 40812 members 
Mstep: Class 5 contains 33144 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 30014 members 
Mstep: Class 9 contains 15479 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 2886 members 
Mstep: Class 15 contains 9964 members 
Mstep: Class 16 contains 2690 members 
Mstep: Class 17 contains 32964 members 
Mstep: Class 18 contains 2204 members 
Mstep: Class 19 contains 11009 members 
Mstep: Class 20 contains 5373 members 
Mstep: Class 21 contains 1411 members 
Mstep: Class 22 contains 848 members 
Mstep: Class 23 contains 8521 members 
Mstep: Class 24 contains 60953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24727994.000000 Penalty: 42822.269531
Iteration 7F: 22 clusters Score -2.472799e+07 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7368 members 
Mstep: Class 3 contains 1508 members 
Mstep: Class 4 contains 41464 members 
Mstep: Class 5 contains 33497 members 
Mstep: Class 6 contains 3951 members 
Mstep: Class 7 contains 2762 members 
Mstep: Class 8 contains 28078 members 
Mstep: Class 9 contains 18109 members 
Mstep: Class 12 contains 2477 members 
Mstep: Class 13 contains 2599 members 
Mstep: Class 15 contains 9705 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 29202 members 
Mstep: Class 18 contains 2046 members 
Mstep: Class 19 contains 10818 members 
Mstep: Class 20 contains 5328 members 
Mstep: Class 21 contains 1770 members 
Mstep: Class 22 contains 782 members 
Mstep: Class 23 contains 7889 members 
Mstep: Class 24 contains 63926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24743412.000000 Penalty: 42822.269531
Iteration 8F: 22 clusters Score -2.474341e+07 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 1495 members 
Mstep: Class 4 contains 41998 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 7 contains 2621 members 
Mstep: Class 8 contains 25819 members 
Mstep: Class 9 contains 20657 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 26818 members 
Mstep: Class 18 contains 1908 members 
Mstep: Class 19 contains 10539 members 
Mstep: Class 20 contains 5292 members 
Mstep: Class 21 contains 2358 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 7316 members 
Mstep: Class 24 contains 66227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24754844.000000 Penalty: 42822.269531
Iteration 9F: 22 clusters Score -2.475484e+07 nChanged 13375
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7954 members 
Mstep: Class 3 contains 1524 members 
Mstep: Class 4 contains 42465 members 
Mstep: Class 5 contains 32838 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 2432 members 
Mstep: Class 8 contains 23601 members 
Mstep: Class 9 contains 23048 members 
Mstep: Class 12 contains 2362 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 15 contains 9948 members 
Mstep: Class 16 contains 3539 members 
Mstep: Class 17 contains 25254 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 10334 members 
Mstep: Class 20 contains 5249 members 
Mstep: Class 21 contains 2831 members 
Mstep: Class 22 contains 792 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 67980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24763256.000000 Penalty: 42822.269531
Iteration 10Q: 22 clusters Score -2.476326e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 8138 members 
Mstep: Class 3 contains 1584 members 
Mstep: Class 4 contains 42993 members 
Mstep: Class 5 contains 32164 members 
Mstep: Class 6 contains 4089 members 
Mstep: Class 7 contains 2196 members 
Mstep: Class 8 contains 21508 members 
Mstep: Class 9 contains 25264 members 
Mstep: Class 12 contains 2287 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 15 contains 10305 members 
Mstep: Class 16 contains 3798 members 
Mstep: Class 17 contains 23992 members 
Mstep: Class 18 contains 1765 members 
Mstep: Class 19 contains 10156 members 
Mstep: Class 20 contains 5245 members 
Mstep: Class 21 contains 3208 members 
Mstep: Class 22 contains 821 members 
Mstep: Class 23 contains 6223 members 
Mstep: Class 24 contains 69387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24769734.000000 Penalty: 42822.269531
Iteration 11Q: 22 clusters Score -2.476973e+07 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 43492 members 
Mstep: Class 5 contains 31379 members 
Mstep: Class 6 contains 4073 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 19739 members 
Mstep: Class 9 contains 27086 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 15 contains 10758 members 
Mstep: Class 16 contains 4036 members 
Mstep: Class 17 contains 23012 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 19 contains 9965 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 863 members 
Mstep: Class 23 contains 5835 members 
Mstep: Class 24 contains 70506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24774380.000000 Penalty: 42822.269531
Iteration 12Q: 22 clusters Score -2.477438e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 8368 members 
Mstep: Class 3 contains 1780 members 
Mstep: Class 4 contains 43943 members 
Mstep: Class 5 contains 30602 members 
Mstep: Class 6 contains 4052 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 18259 members 
Mstep: Class 9 contains 28546 members 
Mstep: Class 12 contains 2245 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 15 contains 11251 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 22241 members 
Mstep: Class 18 contains 1671 members 
Mstep: Class 19 contains 9794 members 
Mstep: Class 20 contains 5352 members 
Mstep: Class 21 contains 3801 members 
Mstep: Class 22 contains 906 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 71306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24777664.000000 Penalty: 42822.269531
Iteration 13Q: 22 clusters Score -2.477766e+07 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 8452 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 44280 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 4058 members 
Mstep: Class 7 contains 1606 members 
Mstep: Class 8 contains 17097 members 
Mstep: Class 9 contains 29707 members 
Mstep: Class 12 contains 2290 members 
Mstep: Class 13 contains 2916 members 
Mstep: Class 15 contains 11744 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 21722 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 9634 members 
Mstep: Class 20 contains 5401 members 
Mstep: Class 21 contains 4006 members 
Mstep: Class 22 contains 959 members 
Mstep: Class 23 contains 5375 members 
Mstep: Class 24 contains 71834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24780302.000000 Penalty: 42822.269531
Iteration 14Q: 22 clusters Score -2.47803e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8506 members 
Mstep: Class 3 contains 2008 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 29025 members 
Mstep: Class 6 contains 4091 members 
Mstep: Class 7 contains 1468 members 
Mstep: Class 8 contains 16163 members 
Mstep: Class 9 contains 30589 members 
Mstep: Class 12 contains 2389 members 
Mstep: Class 13 contains 2922 members 
Mstep: Class 15 contains 12307 members 
Mstep: Class 16 contains 4475 members 
Mstep: Class 17 contains 21396 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 9493 members 
Mstep: Class 20 contains 5458 members 
Mstep: Class 21 contains 4184 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 5238 members 
Mstep: Class 24 contains 72162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24782198.000000 Penalty: 42822.269531
Iteration 15Q: 22 clusters Score -2.47822e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8548 members 
Mstep: Class 3 contains 2112 members 
Mstep: Class 4 contains 44641 members 
Mstep: Class 5 contains 28250 members 
Mstep: Class 6 contains 4137 members 
Mstep: Class 7 contains 1392 members 
Mstep: Class 8 contains 15411 members 
Mstep: Class 9 contains 31341 members 
Mstep: Class 12 contains 2536 members 
Mstep: Class 13 contains 2905 members 
Mstep: Class 15 contains 12892 members 
Mstep: Class 16 contains 4565 members 
Mstep: Class 17 contains 21151 members 
Mstep: Class 18 contains 1560 members 
Mstep: Class 19 contains 9331 members 
Mstep: Class 20 contains 5509 members 
Mstep: Class 21 contains 4303 members 
Mstep: Class 22 contains 1040 members 
Mstep: Class 23 contains 5129 members 
Mstep: Class 24 contains 72349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24783990.000000 Penalty: 42822.269531
Iteration 16Q: 22 clusters Score -2.478399e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 44726 members 
Mstep: Class 5 contains 27474 members 
Mstep: Class 6 contains 4183 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 14831 members 
Mstep: Class 9 contains 31938 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 15 contains 13543 members 
Mstep: Class 16 contains 4644 members 
Mstep: Class 17 contains 20983 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 9156 members 
Mstep: Class 20 contains 5551 members 
Mstep: Class 21 contains 4372 members 
Mstep: Class 22 contains 1075 members 
Mstep: Class 23 contains 5047 members 
Mstep: Class 24 contains 72469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24785886.000000 Penalty: 42822.269531
Iteration 17Q: 22 clusters Score -2.478589e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8593 members 
Mstep: Class 3 contains 2276 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 26776 members 
Mstep: Class 6 contains 4248 members 
Mstep: Class 7 contains 1281 members 
Mstep: Class 8 contains 14344 members 
Mstep: Class 9 contains 32437 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 15 contains 14113 members 
Mstep: Class 16 contains 4710 members 
Mstep: Class 17 contains 20863 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 8984 members 
Mstep: Class 20 contains 5575 members 
Mstep: Class 21 contains 4433 members 
Mstep: Class 22 contains 1096 members 
Mstep: Class 23 contains 4977 members 
Mstep: Class 24 contains 72580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24787564.000000 Penalty: 42822.269531
Iteration 18Q: 22 clusters Score -2.478756e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 8635 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44770 members 
Mstep: Class 5 contains 26086 members 
Mstep: Class 6 contains 4264 members 
Mstep: Class 7 contains 1228 members 
Mstep: Class 8 contains 13938 members 
Mstep: Class 9 contains 32815 members 
Mstep: Class 12 contains 3095 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 15 contains 14642 members 
Mstep: Class 16 contains 4764 members 
Mstep: Class 17 contains 20783 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 8798 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 4502 members 
Mstep: Class 22 contains 1110 members 
Mstep: Class 23 contains 4934 members 
Mstep: Class 24 contains 72636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24788846.000000 Penalty: 42822.269531
Iteration 19Q: 22 clusters Score -2.478885e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 8677 members 
Mstep: Class 3 contains 2437 members 
Mstep: Class 4 contains 44751 members 
Mstep: Class 5 contains 25394 members 
Mstep: Class 6 contains 4289 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 13598 members 
Mstep: Class 9 contains 33127 members 
Mstep: Class 12 contains 3353 members 
Mstep: Class 13 contains 2870 members 
Mstep: Class 15 contains 15161 members 
Mstep: Class 16 contains 4788 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 8637 members 
Mstep: Class 20 contains 5598 members 
Mstep: Class 21 contains 4570 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 4912 members 
Mstep: Class 24 contains 72632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24789962.000000 Penalty: 42822.269531
Iteration 20F: 22 clusters Score -2.478996e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8726 members 
Mstep: Class 3 contains 2490 members 
Mstep: Class 4 contains 44728 members 
Mstep: Class 5 contains 24753 members 
Mstep: Class 6 contains 4337 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 13322 members 
Mstep: Class 9 contains 33374 members 
Mstep: Class 12 contains 3590 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 15 contains 15616 members 
Mstep: Class 16 contains 4832 members 
Mstep: Class 17 contains 20754 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 8482 members 
Mstep: Class 20 contains 5586 members 
Mstep: Class 21 contains 4641 members 
Mstep: Class 22 contains 1134 members 
Mstep: Class 23 contains 4901 members 
Mstep: Class 24 contains 72613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2031.148804 but Gain 2039.156250
Score: -24790978.000000 Penalty: 40783.113281
Iteration 21Q: 21 clusters Score -2.479098e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8787 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 24220 members 
Mstep: Class 6 contains 4405 members 
Mstep: Class 8 contains 13120 members 
Mstep: Class 9 contains 33964 members 
Mstep: Class 12 contains 3790 members 
Mstep: Class 13 contains 2879 members 
Mstep: Class 15 contains 16094 members 
Mstep: Class 16 contains 4884 members 
Mstep: Class 17 contains 20775 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 8413 members 
Mstep: Class 20 contains 5578 members 
Mstep: Class 21 contains 4692 members 
Mstep: Class 22 contains 1149 members 
Mstep: Class 23 contains 4916 members 
Mstep: Class 24 contains 72736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793058.000000 Penalty: 40783.113281
Iteration 22Q: 21 clusters Score -2.479306e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 8859 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 44938 members 
Mstep: Class 5 contains 23714 members 
Mstep: Class 6 contains 4465 members 
Mstep: Class 8 contains 12977 members 
Mstep: Class 9 contains 34210 members 
Mstep: Class 12 contains 3931 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 15 contains 16446 members 
Mstep: Class 16 contains 4910 members 
Mstep: Class 17 contains 20749 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 8247 members 
Mstep: Class 20 contains 5571 members 
Mstep: Class 21 contains 4737 members 
Mstep: Class 22 contains 1171 members 
Mstep: Class 23 contains 4900 members 
Mstep: Class 24 contains 72607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793538.000000 Penalty: 40783.113281
Iteration 23Q: 21 clusters Score -2.479354e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 8931 members 
Mstep: Class 3 contains 2716 members 
Mstep: Class 4 contains 44964 members 
Mstep: Class 5 contains 23296 members 
Mstep: Class 6 contains 4507 members 
Mstep: Class 8 contains 12844 members 
Mstep: Class 9 contains 34426 members 
Mstep: Class 12 contains 4033 members 
Mstep: Class 13 contains 2884 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 4949 members 
Mstep: Class 17 contains 20682 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 8102 members 
Mstep: Class 20 contains 5557 members 
Mstep: Class 21 contains 4771 members 
Mstep: Class 22 contains 1172 members 
Mstep: Class 23 contains 4878 members 
Mstep: Class 24 contains 72533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24793950.000000 Penalty: 40783.113281
Iteration 24Q: 21 clusters Score -2.479395e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 8995 members 
Mstep: Class 3 contains 2766 members 
Mstep: Class 4 contains 44979 members 
Mstep: Class 5 contains 23009 members 
Mstep: Class 6 contains 4535 members 
Mstep: Class 8 contains 12746 members 
Mstep: Class 9 contains 34571 members 
Mstep: Class 12 contains 4143 members 
Mstep: Class 13 contains 2889 members 
Mstep: Class 15 contains 16909 members 
Mstep: Class 16 contains 4972 members 
Mstep: Class 17 contains 20637 members 
Mstep: Class 18 contains 1596 members 
Mstep: Class 19 contains 7983 members 
Mstep: Class 20 contains 5549 members 
Mstep: Class 21 contains 4808 members 
Mstep: Class 22 contains 1177 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 72437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794148.000000 Penalty: 40783.113281
Iteration 25Q: 21 clusters Score -2.479415e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 9044 members 
Mstep: Class 3 contains 2831 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 22780 members 
Mstep: Class 6 contains 4563 members 
Mstep: Class 8 contains 12654 members 
Mstep: Class 9 contains 34674 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 13 contains 2897 members 
Mstep: Class 15 contains 17038 members 
Mstep: Class 16 contains 4992 members 
Mstep: Class 17 contains 20592 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 7873 members 
Mstep: Class 20 contains 5546 members 
Mstep: Class 21 contains 4823 members 
Mstep: Class 22 contains 1185 members 
Mstep: Class 23 contains 4862 members 
Mstep: Class 24 contains 72365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794502.000000 Penalty: 40783.113281
Iteration 26Q: 21 clusters Score -2.47945e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 9089 members 
Mstep: Class 3 contains 2876 members 
Mstep: Class 4 contains 44965 members 
Mstep: Class 5 contains 22579 members 
Mstep: Class 6 contains 4589 members 
Mstep: Class 8 contains 12574 members 
Mstep: Class 9 contains 34764 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 2908 members 
Mstep: Class 15 contains 17146 members 
Mstep: Class 16 contains 5005 members 
Mstep: Class 17 contains 20541 members 
Mstep: Class 18 contains 1692 members 
Mstep: Class 19 contains 7773 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 4840 members 
Mstep: Class 22 contains 1197 members 
Mstep: Class 23 contains 4857 members 
Mstep: Class 24 contains 72306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24794742.000000 Penalty: 40783.113281
Iteration 27Q: 21 clusters Score -2.479474e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9111 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 44961 members 
Mstep: Class 5 contains 22390 members 
Mstep: Class 6 contains 4612 members 
Mstep: Class 8 contains 12522 members 
Mstep: Class 9 contains 34838 members 
Mstep: Class 12 contains 4470 members 
Mstep: Class 13 contains 2915 members 
Mstep: Class 15 contains 17224 members 
Mstep: Class 16 contains 5033 members 
Mstep: Class 17 contains 20514 members 
Mstep: Class 18 contains 1764 members 
Mstep: Class 19 contains 7684 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 4865 members 
Mstep: Class 22 contains 1201 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 72257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795046.000000 Penalty: 40783.113281
Iteration 28Q: 21 clusters Score -2.479505e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 9118 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 22216 members 
Mstep: Class 6 contains 4623 members 
Mstep: Class 8 contains 12462 members 
Mstep: Class 9 contains 34904 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 2929 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 5050 members 
Mstep: Class 17 contains 20500 members 
Mstep: Class 18 contains 1848 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 1202 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 72254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795222.000000 Penalty: 40783.113281
Iteration 29Q: 21 clusters Score -2.479522e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 9107 members 
Mstep: Class 3 contains 2952 members 
Mstep: Class 4 contains 44915 members 
Mstep: Class 5 contains 22081 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 8 contains 12427 members 
Mstep: Class 9 contains 34939 members 
Mstep: Class 12 contains 4639 members 
Mstep: Class 13 contains 2959 members 
Mstep: Class 15 contains 17280 members 
Mstep: Class 16 contains 5061 members 
Mstep: Class 17 contains 20485 members 
Mstep: Class 18 contains 1933 members 
Mstep: Class 19 contains 7527 members 
Mstep: Class 20 contains 5541 members 
Mstep: Class 21 contains 4877 members 
Mstep: Class 22 contains 1205 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 72252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795438.000000 Penalty: 40783.113281
Iteration 30Q: 21 clusters Score -2.479544e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9090 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 44888 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 8 contains 12394 members 
Mstep: Class 9 contains 34971 members 
Mstep: Class 12 contains 4710 members 
Mstep: Class 13 contains 2992 members 
Mstep: Class 15 contains 17290 members 
Mstep: Class 16 contains 5074 members 
Mstep: Class 17 contains 20461 members 
Mstep: Class 18 contains 2033 members 
Mstep: Class 19 contains 7478 members 
Mstep: Class 20 contains 5537 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 1207 members 
Mstep: Class 23 contains 4847 members 
Mstep: Class 24 contains 72234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24795750.000000 Penalty: 40783.113281
Iteration 31Q: 21 clusters Score -2.479575e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9051 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 21798 members 
Mstep: Class 6 contains 4677 members 
Mstep: Class 8 contains 12362 members 
Mstep: Class 9 contains 34991 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 3024 members 
Mstep: Class 15 contains 17277 members 
Mstep: Class 16 contains 5082 members 
Mstep: Class 17 contains 20456 members 
Mstep: Class 18 contains 2161 members 
Mstep: Class 19 contains 7444 members 
Mstep: Class 20 contains 5539 members 
Mstep: Class 21 contains 4906 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 72221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796030.000000 Penalty: 40783.113281
Iteration 32Q: 21 clusters Score -2.479603e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 8984 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 44826 members 
Mstep: Class 5 contains 21683 members 
Mstep: Class 6 contains 4692 members 
Mstep: Class 8 contains 12319 members 
Mstep: Class 9 contains 35014 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 15 contains 17250 members 
Mstep: Class 16 contains 5087 members 
Mstep: Class 17 contains 20443 members 
Mstep: Class 18 contains 2326 members 
Mstep: Class 19 contains 7408 members 
Mstep: Class 20 contains 5540 members 
Mstep: Class 21 contains 4924 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 72217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796364.000000 Penalty: 40783.113281
Iteration 33Q: 21 clusters Score -2.479636e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 44781 members 
Mstep: Class 5 contains 21595 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 8 contains 12286 members 
Mstep: Class 9 contains 35040 members 
Mstep: Class 12 contains 4882 members 
Mstep: Class 13 contains 3113 members 
Mstep: Class 15 contains 17200 members 
Mstep: Class 16 contains 5094 members 
Mstep: Class 17 contains 20431 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 7377 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 4934 members 
Mstep: Class 22 contains 1218 members 
Mstep: Class 23 contains 4842 members 
Mstep: Class 24 contains 72207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24796794.000000 Penalty: 40783.113281
Iteration 34Q: 21 clusters Score -2.479679e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8785 members 
Mstep: Class 3 contains 3033 members 
Mstep: Class 4 contains 44782 members 
Mstep: Class 5 contains 21540 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 8 contains 12250 members 
Mstep: Class 9 contains 35048 members 
Mstep: Class 12 contains 4923 members 
Mstep: Class 13 contains 3145 members 
Mstep: Class 15 contains 17135 members 
Mstep: Class 16 contains 5099 members 
Mstep: Class 17 contains 20420 members 
Mstep: Class 18 contains 2711 members 
Mstep: Class 19 contains 7346 members 
Mstep: Class 20 contains 5536 members 
Mstep: Class 21 contains 4952 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 72183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797196.000000 Penalty: 40783.113281
Iteration 35Q: 21 clusters Score -2.47972e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 8699 members 
Mstep: Class 3 contains 3043 members 
Mstep: Class 4 contains 44774 members 
Mstep: Class 5 contains 21486 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 8 contains 12213 members 
Mstep: Class 9 contains 35045 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 3187 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 20385 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 7315 members 
Mstep: Class 20 contains 5535 members 
Mstep: Class 21 contains 4970 members 
Mstep: Class 22 contains 1225 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 72169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797472.000000 Penalty: 40783.113281
Iteration 36Q: 21 clusters Score -2.479747e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 8630 members 
Mstep: Class 3 contains 3051 members 
Mstep: Class 4 contains 44780 members 
Mstep: Class 5 contains 21460 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 8 contains 12173 members 
Mstep: Class 9 contains 35042 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 3204 members 
Mstep: Class 15 contains 17008 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 20377 members 
Mstep: Class 18 contains 3051 members 
Mstep: Class 19 contains 7295 members 
Mstep: Class 20 contains 5533 members 
Mstep: Class 21 contains 4989 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 72148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797732.000000 Penalty: 40783.113281
Iteration 37Q: 21 clusters Score -2.479773e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 8587 members 
Mstep: Class 3 contains 3065 members 
Mstep: Class 4 contains 44803 members 
Mstep: Class 5 contains 21449 members 
Mstep: Class 6 contains 4776 members 
Mstep: Class 8 contains 12140 members 
Mstep: Class 9 contains 35045 members 
Mstep: Class 12 contains 5034 members 
Mstep: Class 13 contains 3211 members 
Mstep: Class 15 contains 16917 members 
Mstep: Class 16 contains 5101 members 
Mstep: Class 17 contains 20378 members 
Mstep: Class 18 contains 3179 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5000 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 72120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24797930.000000 Penalty: 40783.113281
Iteration 38Q: 21 clusters Score -2.479793e+07 nChanged 715
Entering ConstructFrom: 
Score: -24797930.000000 Penalty: 40783.113281
Entering ConstructFrom: 
Trying to split cluster 1 (2038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Entering Unmasked Estep 
Score: -169202.812500 Penalty: 1238.205200
	Iteration 0F: 2 clusters Score -169202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -167066.265625 Penalty: 2476.410400
	Iteration 0F: 3 clusters Score -167066.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -167547.562500 Penalty: 2476.410400
	Iteration 1F: 3 clusters Score -167547.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167721.546875 Penalty: 2476.410400
	Iteration 2F: 3 clusters Score -167721.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -167830.671875 Penalty: 2476.410400
	Iteration 3F: 3 clusters Score -167830.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -167904.453125 Penalty: 2476.410400
	Iteration 4Q: 3 clusters Score -167904.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -167966.000000 Penalty: 2476.410400
	Iteration 5Q: 3 clusters Score -167966 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -168032.796875 Penalty: 2476.410400
	Iteration 6Q: 3 clusters Score -168032.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -168095.625000 Penalty: 2476.410400
	Iteration 7Q: 3 clusters Score -168095.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -168145.843750 Penalty: 2476.410400
	Iteration 8Q: 3 clusters Score -168145.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -168223.390625 Penalty: 2476.410400
	Iteration 9Q: 3 clusters Score -168223.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -168298.000000 Penalty: 2476.410400
	Iteration 10Q: 3 clusters Score -168298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -168360.343750 Penalty: 2476.410400
	Iteration 11Q: 3 clusters Score -168360.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -168416.906250 Penalty: 2476.410400
	Iteration 12Q: 3 clusters Score -168416.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -168454.531250 Penalty: 2476.410400
	Iteration 13Q: 3 clusters Score -168454.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -168484.812500 Penalty: 2476.410400
	Iteration 14Q: 3 clusters Score -168484.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -168518.625000 Penalty: 2476.410400
	Iteration 15Q: 3 clusters Score -168518.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -168558.156250 Penalty: 2476.410400
	Iteration 16Q: 3 clusters Score -168558.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -168583.156250 Penalty: 2476.410400
	Iteration 17Q: 3 clusters Score -168583.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -168601.125000 Penalty: 2476.410400
	Iteration 18Q: 3 clusters Score -168601.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -168612.109375 Penalty: 2476.410400
	Iteration 19Q: 3 clusters Score -168612.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -168623.937500 Penalty: 2476.410400
	Iteration 20F: 3 clusters Score -168623.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -168629.562500 Penalty: 2476.410400
	Iteration 21Q: 3 clusters Score -168629.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -168634.515625 Penalty: 2476.410400
	Iteration 22Q: 3 clusters Score -168634.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -168639.421875 Penalty: 2476.410400
	Iteration 23Q: 3 clusters Score -168639.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -168641.312500 Penalty: 2476.410400
	Iteration 24Q: 3 clusters Score -168641.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -168649.187500 Penalty: 2476.410400
	Iteration 25Q: 3 clusters Score -168649.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -168652.828125 Penalty: 2476.410400
	Iteration 26Q: 3 clusters Score -168652.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -168655.875000 Penalty: 2476.410400
	Iteration 27Q: 3 clusters Score -168655.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -168662.437500 Penalty: 2476.410400
	Iteration 28Q: 3 clusters Score -168662.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -168668.281250 Penalty: 2476.410400
	Iteration 29Q: 3 clusters Score -168668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -168674.015625 Penalty: 2476.410400
	Iteration 30Q: 3 clusters Score -168674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -168682.578125 Penalty: 2476.410400
	Iteration 31Q: 3 clusters Score -168682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -168690.875000 Penalty: 2476.410400
	Iteration 32Q: 3 clusters Score -168690.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -168697.859375 Penalty: 2476.410400
	Iteration 33Q: 3 clusters Score -168697.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -168702.171875 Penalty: 2476.410400
	Iteration 34Q: 3 clusters Score -168702.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -168705.078125 Penalty: 2476.410400
	Iteration 35Q: 3 clusters Score -168705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -168705.437500 Penalty: 2476.410400
	Iteration 36Q: 3 clusters Score -168705.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -168706.562500 Penalty: 2476.410400
	Iteration 37Q: 3 clusters Score -168706.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -168706.562500 Penalty: 2476.410400
	Iteration 38F: 3 clusters Score -168706.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Entering Unmasked Estep 
Score: -792567.812500 Penalty: 1471.471069
	Iteration 0F: 2 clusters Score -792567.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -786340.937500 Penalty: 2942.942139
	Iteration 0F: 3 clusters Score -786340.9 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -788717.812500 Penalty: 2942.942139
	Iteration 1F: 3 clusters Score -788717.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -789213.625000 Penalty: 2942.942139
	Iteration 2F: 3 clusters Score -789213.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -789561.250000 Penalty: 2942.942139
	Iteration 3F: 3 clusters Score -789561.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -789790.812500 Penalty: 2942.942139
	Iteration 4F: 3 clusters Score -789790.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -789958.500000 Penalty: 2942.942139
	Iteration 5Q: 3 clusters Score -789958.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -790114.625000 Penalty: 2942.942139
	Iteration 6Q: 3 clusters Score -790114.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -790249.187500 Penalty: 2942.942139
	Iteration 7Q: 3 clusters Score -790249.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -790384.750000 Penalty: 2942.942139
	Iteration 8Q: 3 clusters Score -790384.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -790520.437500 Penalty: 2942.942139
	Iteration 9Q: 3 clusters Score -790520.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -790670.062500 Penalty: 2942.942139
	Iteration 10Q: 3 clusters Score -790670.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -790812.500000 Penalty: 2942.942139
	Iteration 11Q: 3 clusters Score -790812.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -790940.750000 Penalty: 2942.942139
	Iteration 12Q: 3 clusters Score -790940.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -791074.312500 Penalty: 2942.942139
	Iteration 13Q: 3 clusters Score -791074.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -791199.937500 Penalty: 2942.942139
	Iteration 14Q: 3 clusters Score -791199.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -791298.250000 Penalty: 2942.942139
	Iteration 15Q: 3 clusters Score -791298.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -791388.375000 Penalty: 2942.942139
	Iteration 16Q: 3 clusters Score -791388.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -791463.062500 Penalty: 2942.942139
	Iteration 17Q: 3 clusters Score -791463.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -791526.562500 Penalty: 2942.942139
	Iteration 18Q: 3 clusters Score -791526.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -791575.875000 Penalty: 2942.942139
	Iteration 19Q: 3 clusters Score -791575.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -791615.562500 Penalty: 2942.942139
	Iteration 20F: 3 clusters Score -791615.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -791646.687500 Penalty: 2942.942139
	Iteration 21Q: 3 clusters Score -791646.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -791666.750000 Penalty: 2942.942139
	Iteration 22Q: 3 clusters Score -791666.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -791689.375000 Penalty: 2942.942139
	Iteration 23Q: 3 clusters Score -791689.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -791711.000000 Penalty: 2942.942139
	Iteration 24Q: 3 clusters Score -791711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -791729.812500 Penalty: 2942.942139
	Iteration 25Q: 3 clusters Score -791729.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -791739.062500 Penalty: 2942.942139
	Iteration 26Q: 3 clusters Score -791739.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -791749.687500 Penalty: 2942.942139
	Iteration 27Q: 3 clusters Score -791749.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -791766.187500 Penalty: 2942.942139
	Iteration 28Q: 3 clusters Score -791766.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -791780.125000 Penalty: 2942.942139
	Iteration 29Q: 3 clusters Score -791780.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -791787.500000 Penalty: 2942.942139
	Iteration 30Q: 3 clusters Score -791787.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -791801.312500 Penalty: 2942.942139
	Iteration 31Q: 3 clusters Score -791801.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -791819.312500 Penalty: 2942.942139
	Iteration 32Q: 3 clusters Score -791819.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -791837.750000 Penalty: 2942.942139
	Iteration 33Q: 3 clusters Score -791837.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -791853.375000 Penalty: 2942.942139
	Iteration 34Q: 3 clusters Score -791853.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -791876.125000 Penalty: 2942.942139
	Iteration 35Q: 3 clusters Score -791876.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -791885.250000 Penalty: 2942.942139
	Iteration 36Q: 3 clusters Score -791885.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -791899.625000 Penalty: 2942.942139
	Iteration 37Q: 3 clusters Score -791899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -791911.812500 Penalty: 2942.942139
	Iteration 38Q: 3 clusters Score -791911.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -791933.937500 Penalty: 2942.942139
	Iteration 39Q: 3 clusters Score -791933.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -791945.000000 Penalty: 2942.942139
	Iteration 40F: 3 clusters Score -791945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -791955.125000 Penalty: 2942.942139
	Iteration 41Q: 3 clusters Score -791955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -791962.500000 Penalty: 2942.942139
	Iteration 42Q: 3 clusters Score -791962.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -791966.687500 Penalty: 2942.942139
	Iteration 43Q: 3 clusters Score -791966.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -791968.312500 Penalty: 2942.942139
	Iteration 44Q: 3 clusters Score -791968.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -791968.812500 Penalty: 2942.942139
	Iteration 45Q: 3 clusters Score -791968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -791969.312500 Penalty: 2942.942139
	Iteration 46Q: 3 clusters Score -791969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -791971.250000 Penalty: 2942.942139
	Iteration 47Q: 3 clusters Score -791971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -791971.812500 Penalty: 2942.942139
	Iteration 48Q: 3 clusters Score -791971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -791973.500000 Penalty: 2942.942139
	Iteration 49Q: 3 clusters Score -791973.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -791972.750000 Penalty: 2942.942139
	Iteration 50Q: 3 clusters Score -791972.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -791972.750000 Penalty: 2942.942139
	Iteration 51F: 3 clusters Score -791972.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Entering Unmasked Estep 
Score: -272050.000000 Penalty: 1304.994385
	Iteration 0F: 2 clusters Score -272050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -269329.656250 Penalty: 2609.988770
	Iteration 0F: 3 clusters Score -269329.7 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -270066.500000 Penalty: 2609.988770
	Iteration 1F: 3 clusters Score -270066.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -270250.281250 Penalty: 2609.988770
	Iteration 2F: 3 clusters Score -270250.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -270402.687500 Penalty: 2609.988770
	Iteration 3F: 3 clusters Score -270402.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -270595.718750 Penalty: 2609.988770
	Iteration 4F: 3 clusters Score -270595.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -270748.781250 Penalty: 2609.988770
	Iteration 5F: 3 clusters Score -270748.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -270872.968750 Penalty: 2609.988770
	Iteration 6Q: 3 clusters Score -270873 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -270980.281250 Penalty: 2609.988770
	Iteration 7Q: 3 clusters Score -270980.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -271088.062500 Penalty: 2609.988770
	Iteration 8Q: 3 clusters Score -271088.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -271193.062500 Penalty: 2609.988770
	Iteration 9Q: 3 clusters Score -271193.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -271303.125000 Penalty: 2609.988770
	Iteration 10Q: 3 clusters Score -271303.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -271374.156250 Penalty: 2609.988770
	Iteration 11Q: 3 clusters Score -271374.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -271414.156250 Penalty: 2609.988770
	Iteration 12Q: 3 clusters Score -271414.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -271441.562500 Penalty: 2609.988770
	Iteration 13Q: 3 clusters Score -271441.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -271462.875000 Penalty: 2609.988770
	Iteration 14Q: 3 clusters Score -271462.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -271477.875000 Penalty: 2609.988770
	Iteration 15Q: 3 clusters Score -271477.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -271494.437500 Penalty: 2609.988770
	Iteration 16Q: 3 clusters Score -271494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -271505.937500 Penalty: 2609.988770
	Iteration 17Q: 3 clusters Score -271505.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -271515.343750 Penalty: 2609.988770
	Iteration 18Q: 3 clusters Score -271515.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -271522.156250 Penalty: 2609.988770
	Iteration 19Q: 3 clusters Score -271522.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -271523.625000 Penalty: 2609.988770
	Iteration 20F: 3 clusters Score -271523.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -271525.843750 Penalty: 2609.988770
	Iteration 21Q: 3 clusters Score -271525.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -271527.250000 Penalty: 2609.988770
	Iteration 22Q: 3 clusters Score -271527.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -271526.968750 Penalty: 2609.988770
	Iteration 23Q: 3 clusters Score -271527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -271527.281250 Penalty: 2609.988770
	Iteration 24Q: 3 clusters Score -271527.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -271527.281250 Penalty: 2609.988770
	Iteration 25F: 3 clusters Score -271527.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Entering Unmasked Estep 
Score: -4087340.750000 Penalty: 1740.405396
	Iteration 0F: 2 clusters Score -4087341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 22217 members 
Entering Unmasked Estep 
Score: -4057299.000000 Penalty: 3480.810791
	Iteration 0F: 3 clusters Score -4057299 nChanged 20903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4070968.500000 Penalty: 3480.810791
	Iteration 1F: 3 clusters Score -4070968 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -4073120.750000 Penalty: 3480.810791
	Iteration 2F: 3 clusters Score -4073121 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4075292.500000 Penalty: 3480.810791
	Iteration 3F: 3 clusters Score -4075292 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -4077632.000000 Penalty: 3480.810791
	Iteration 4F: 3 clusters Score -4077632 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -4080092.250000 Penalty: 3480.810791
	Iteration 5F: 3 clusters Score -4080092 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4082635.000000 Penalty: 3480.810791
	Iteration 6F: 3 clusters Score -4082635 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -4084928.250000 Penalty: 3480.810791
	Iteration 7F: 3 clusters Score -4084928 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -4087010.750000 Penalty: 3480.810791
	Iteration 8Q: 3 clusters Score -4087011 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -4088367.500000 Penalty: 3480.810791
	Iteration 9Q: 3 clusters Score -4088368 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4089274.500000 Penalty: 3480.810791
	Iteration 10Q: 3 clusters Score -4089274 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -4089918.500000 Penalty: 3480.810791
	Iteration 11Q: 3 clusters Score -4089918 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -4090403.000000 Penalty: 3480.810791
	Iteration 12Q: 3 clusters Score -4090403 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4090810.000000 Penalty: 3480.810791
	Iteration 13Q: 3 clusters Score -4090810 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4091095.750000 Penalty: 3480.810791
	Iteration 14Q: 3 clusters Score -4091096 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -4091306.750000 Penalty: 3480.810791
	Iteration 15Q: 3 clusters Score -4091307 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -4091502.000000 Penalty: 3480.810791
	Iteration 16Q: 3 clusters Score -4091502 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -4091634.250000 Penalty: 3480.810791
	Iteration 17Q: 3 clusters Score -4091634 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4091752.000000 Penalty: 3480.810791
	Iteration 18Q: 3 clusters Score -4091752 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -4091858.250000 Penalty: 3480.810791
	Iteration 19Q: 3 clusters Score -4091858 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4091909.000000 Penalty: 3480.810791
	Iteration 20F: 3 clusters Score -4091909 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -4091980.000000 Penalty: 3480.810791
	Iteration 21Q: 3 clusters Score -4091980 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4092035.500000 Penalty: 3480.810791
	Iteration 22Q: 3 clusters Score -4092036 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -4092110.500000 Penalty: 3480.810791
	Iteration 23Q: 3 clusters Score -4092110 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -4092129.250000 Penalty: 3480.810791
	Iteration 24Q: 3 clusters Score -4092129 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -4092162.500000 Penalty: 3480.810791
	Iteration 25Q: 3 clusters Score -4092162 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -4092196.750000 Penalty: 3480.810791
	Iteration 26Q: 3 clusters Score -4092197 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4092230.750000 Penalty: 3480.810791
	Iteration 27Q: 3 clusters Score -4092231 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -4092233.500000 Penalty: 3480.810791
	Iteration 28Q: 3 clusters Score -4092234 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4092251.500000 Penalty: 3480.810791
	Iteration 29Q: 3 clusters Score -4092252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4092257.500000 Penalty: 3480.810791
	Iteration 30Q: 3 clusters Score -4092258 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -4092267.500000 Penalty: 3480.810791
	Iteration 31Q: 3 clusters Score -4092268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -4092267.500000 Penalty: 3480.810791
	Iteration 32Q: 3 clusters Score -4092268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -4092283.000000 Penalty: 3480.810791
	Iteration 33Q: 3 clusters Score -4092283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -4092281.750000 Penalty: 3480.810791
	Iteration 34Q: 3 clusters Score -4092282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -4092276.000000 Penalty: 3480.810791
	Iteration 35Q: 3 clusters Score -4092276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4092279.000000 Penalty: 3480.810791
	Iteration 36Q: 3 clusters Score -4092279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -4092284.000000 Penalty: 3480.810791
	Iteration 37Q: 3 clusters Score -4092284 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4092288.750000 Penalty: 3480.810791
	Iteration 38Q: 3 clusters Score -4092289 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4092275.250000 Penalty: 3480.810791
	Iteration 39Q: 3 clusters Score -4092275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -4092289.500000 Penalty: 3480.810791
	Iteration 40F: 3 clusters Score -4092290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4092292.250000 Penalty: 3480.810791
	Iteration 41Q: 3 clusters Score -4092292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4092289.000000 Penalty: 3480.810791
	Iteration 42Q: 3 clusters Score -4092289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -4092281.250000 Penalty: 3480.810791
	Iteration 43Q: 3 clusters Score -4092281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4092283.500000 Penalty: 3480.810791
	Iteration 44Q: 3 clusters Score -4092284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -4092284.750000 Penalty: 3480.810791
	Iteration 45Q: 3 clusters Score -4092285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4092281.500000 Penalty: 3480.810791
	Iteration 46Q: 3 clusters Score -4092282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -4092284.000000 Penalty: 3480.810791
	Iteration 47Q: 3 clusters Score -4092284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -4092286.750000 Penalty: 3480.810791
	Iteration 48Q: 3 clusters Score -4092287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -4092285.000000 Penalty: 3480.810791
	Iteration 49Q: 3 clusters Score -4092285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -4092282.500000 Penalty: 3480.810791
	Iteration 50Q: 3 clusters Score -4092282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -4092285.750000 Penalty: 3480.810791
	Iteration 51Q: 3 clusters Score -4092286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4092281.500000 Penalty: 3480.810791
	Iteration 52Q: 3 clusters Score -4092282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -4092282.750000 Penalty: 3480.810791
	Iteration 53Q: 3 clusters Score -4092283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4092287.000000 Penalty: 3480.810791
	Iteration 54Q: 3 clusters Score -4092287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -4092287.000000 Penalty: 3480.810791
	Iteration 55F: 3 clusters Score -4092287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 21434 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 12112 members 
Mstep: Class 9 contains 35046 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 72085 members 
Entering Unmasked Estep 
Score: -24802730.000000 Penalty: 42822.269531
Splitting cluster 4 changes total score from -24797930.000000 to -24802730.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (21434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Entering Unmasked Estep 
Score: -1910564.500000 Penalty: 1620.569214
	Iteration 0F: 2 clusters Score -1910564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1895847.125000 Penalty: 3241.138428
	Iteration 0F: 3 clusters Score -1895847 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -1901403.500000 Penalty: 3241.138428
	Iteration 1F: 3 clusters Score -1901404 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1902520.375000 Penalty: 3241.138428
	Iteration 2F: 3 clusters Score -1902520 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1904248.375000 Penalty: 3241.138428
	Iteration 3F: 3 clusters Score -1904248 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1906169.750000 Penalty: 3241.138428
	Iteration 4F: 3 clusters Score -1906170 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -1907694.375000 Penalty: 3241.138428
	Iteration 5F: 3 clusters Score -1907694 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -1908706.875000 Penalty: 3241.138428
	Iteration 6F: 3 clusters Score -1908707 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1909414.625000 Penalty: 3241.138428
	Iteration 7Q: 3 clusters Score -1909415 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1909927.125000 Penalty: 3241.138428
	Iteration 8Q: 3 clusters Score -1909927 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -1910202.500000 Penalty: 3241.138428
	Iteration 9Q: 3 clusters Score -1910202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1910338.625000 Penalty: 3241.138428
	Iteration 10Q: 3 clusters Score -1910339 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1910446.875000 Penalty: 3241.138428
	Iteration 11Q: 3 clusters Score -1910447 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -1910532.625000 Penalty: 3241.138428
	Iteration 12Q: 3 clusters Score -1910533 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -1910594.250000 Penalty: 3241.138428
	Iteration 13Q: 3 clusters Score -1910594 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -1910636.875000 Penalty: 3241.138428
	Iteration 14Q: 3 clusters Score -1910637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1910670.375000 Penalty: 3241.138428
	Iteration 15Q: 3 clusters Score -1910670 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -1910697.375000 Penalty: 3241.138428
	Iteration 16Q: 3 clusters Score -1910697 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -1910722.125000 Penalty: 3241.138428
	Iteration 17Q: 3 clusters Score -1910722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -1910748.500000 Penalty: 3241.138428
	Iteration 18Q: 3 clusters Score -1910748 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1910766.000000 Penalty: 3241.138428
	Iteration 19Q: 3 clusters Score -1910766 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1910796.250000 Penalty: 3241.138428
	Iteration 20F: 3 clusters Score -1910796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -1910824.875000 Penalty: 3241.138428
	Iteration 21Q: 3 clusters Score -1910825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -1910844.875000 Penalty: 3241.138428
	Iteration 22Q: 3 clusters Score -1910845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -1910860.500000 Penalty: 3241.138428
	Iteration 23Q: 3 clusters Score -1910860 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -1910859.250000 Penalty: 3241.138428
	Iteration 24Q: 3 clusters Score -1910859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1910867.375000 Penalty: 3241.138428
	Iteration 25Q: 3 clusters Score -1910867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -1910874.750000 Penalty: 3241.138428
	Iteration 26Q: 3 clusters Score -1910875 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -1910882.875000 Penalty: 3241.138428
	Iteration 27Q: 3 clusters Score -1910883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -1910896.750000 Penalty: 3241.138428
	Iteration 28Q: 3 clusters Score -1910897 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1910911.500000 Penalty: 3241.138428
	Iteration 29Q: 3 clusters Score -1910912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1910922.375000 Penalty: 3241.138428
	Iteration 30Q: 3 clusters Score -1910922 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1910928.375000 Penalty: 3241.138428
	Iteration 31Q: 3 clusters Score -1910928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -1910931.875000 Penalty: 3241.138428
	Iteration 32Q: 3 clusters Score -1910932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -1910942.125000 Penalty: 3241.138428
	Iteration 33Q: 3 clusters Score -1910942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -1910955.625000 Penalty: 3241.138428
	Iteration 34Q: 3 clusters Score -1910956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -1910973.750000 Penalty: 3241.138428
	Iteration 35Q: 3 clusters Score -1910974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -1910988.750000 Penalty: 3241.138428
	Iteration 36Q: 3 clusters Score -1910989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -1911013.000000 Penalty: 3241.138428
	Iteration 37Q: 3 clusters Score -1911013 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1911038.375000 Penalty: 3241.138428
	Iteration 38Q: 3 clusters Score -1911038 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -1911071.500000 Penalty: 3241.138428
	Iteration 39Q: 3 clusters Score -1911072 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -1911106.125000 Penalty: 3241.138428
	Iteration 40F: 3 clusters Score -1911106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -1911154.750000 Penalty: 3241.138428
	Iteration 41Q: 3 clusters Score -1911155 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -1911198.625000 Penalty: 3241.138428
	Iteration 42Q: 3 clusters Score -1911199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -1911243.750000 Penalty: 3241.138428
	Iteration 43Q: 3 clusters Score -1911244 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1911268.750000 Penalty: 3241.138428
	Iteration 44Q: 3 clusters Score -1911269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -1911288.625000 Penalty: 3241.138428
	Iteration 45Q: 3 clusters Score -1911289 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -1911296.625000 Penalty: 3241.138428
	Iteration 46Q: 3 clusters Score -1911297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -1911311.375000 Penalty: 3241.138428
	Iteration 47Q: 3 clusters Score -1911311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -1911317.375000 Penalty: 3241.138428
	Iteration 48Q: 3 clusters Score -1911317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -1911327.000000 Penalty: 3241.138428
	Iteration 49Q: 3 clusters Score -1911327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -1911328.125000 Penalty: 3241.138428
	Iteration 50Q: 3 clusters Score -1911328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1911329.250000 Penalty: 3241.138428
	Iteration 51Q: 3 clusters Score -1911329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -1911333.500000 Penalty: 3241.138428
	Iteration 52Q: 3 clusters Score -1911334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -1911333.625000 Penalty: 3241.138428
	Iteration 53Q: 3 clusters Score -1911334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1911335.000000 Penalty: 3241.138428
	Iteration 54Q: 3 clusters Score -1911335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -1911338.750000 Penalty: 3241.138428
	Iteration 55Q: 3 clusters Score -1911339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -1911336.750000 Penalty: 3241.138428
	Iteration 56Q: 3 clusters Score -1911337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -1911336.625000 Penalty: 3241.138428
	Iteration 57Q: 3 clusters Score -1911337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -1911340.375000 Penalty: 3241.138428
	Iteration 58Q: 3 clusters Score -1911340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -1911340.000000 Penalty: 3241.138428
	Iteration 59Q: 3 clusters Score -1911340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1911342.125000 Penalty: 3241.138428
	Iteration 60F: 3 clusters Score -1911342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -1911342.750000 Penalty: 3241.138428
	Iteration 61Q: 3 clusters Score -1911343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -1911342.250000 Penalty: 3241.138428
	Iteration 62Q: 3 clusters Score -1911342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -1911341.375000 Penalty: 3241.138428
	Iteration 63Q: 3 clusters Score -1911341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -1911343.500000 Penalty: 3241.138428
	Iteration 64Q: 3 clusters Score -1911344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1911344.375000 Penalty: 3241.138428
	Iteration 65Q: 3 clusters Score -1911344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1911346.250000 Penalty: 3241.138428
	Iteration 66Q: 3 clusters Score -1911346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -1911346.250000 Penalty: 3241.138428
	Iteration 67F: 3 clusters Score -1911346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 12112 members 
Mstep: Class 9 contains 35046 members 
Mstep: Class 10 contains 20327 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 72085 members 
Entering Unmasked Estep 
Score: -24803074.000000 Penalty: 44861.425781
Splitting cluster 5 changes total score from -24797930.000000 to -24803074.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 6 (4783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Entering Unmasked Estep 
Score: -425145.125000 Penalty: 1376.833740
	Iteration 0F: 2 clusters Score -425145.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -421272.750000 Penalty: 2753.667480
	Iteration 0F: 3 clusters Score -421272.8 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -422384.437500 Penalty: 2753.667480
	Iteration 1F: 3 clusters Score -422384.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -422634.718750 Penalty: 2753.667480
	Iteration 2F: 3 clusters Score -422634.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -422832.468750 Penalty: 2753.667480
	Iteration 3F: 3 clusters Score -422832.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -422980.937500 Penalty: 2753.667480
	Iteration 4F: 3 clusters Score -422980.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -423093.062500 Penalty: 2753.667480
	Iteration 5Q: 3 clusters Score -423093.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -423207.312500 Penalty: 2753.667480
	Iteration 6Q: 3 clusters Score -423207.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -423305.281250 Penalty: 2753.667480
	Iteration 7Q: 3 clusters Score -423305.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -423383.406250 Penalty: 2753.667480
	Iteration 8Q: 3 clusters Score -423383.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -423438.343750 Penalty: 2753.667480
	Iteration 9Q: 3 clusters Score -423438.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -423485.000000 Penalty: 2753.667480
	Iteration 10Q: 3 clusters Score -423485 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -423549.687500 Penalty: 2753.667480
	Iteration 11Q: 3 clusters Score -423549.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -423636.625000 Penalty: 2753.667480
	Iteration 12Q: 3 clusters Score -423636.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -423710.718750 Penalty: 2753.667480
	Iteration 13Q: 3 clusters Score -423710.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -423758.687500 Penalty: 2753.667480
	Iteration 14Q: 3 clusters Score -423758.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -423808.437500 Penalty: 2753.667480
	Iteration 15Q: 3 clusters Score -423808.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -423855.750000 Penalty: 2753.667480
	Iteration 16Q: 3 clusters Score -423855.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -423886.187500 Penalty: 2753.667480
	Iteration 17Q: 3 clusters Score -423886.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -423912.562500 Penalty: 2753.667480
	Iteration 18Q: 3 clusters Score -423912.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -423942.187500 Penalty: 2753.667480
	Iteration 19Q: 3 clusters Score -423942.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -423964.562500 Penalty: 2753.667480
	Iteration 20F: 3 clusters Score -423964.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -423981.906250 Penalty: 2753.667480
	Iteration 21Q: 3 clusters Score -423981.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -423995.875000 Penalty: 2753.667480
	Iteration 22Q: 3 clusters Score -423995.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -424013.187500 Penalty: 2753.667480
	Iteration 23Q: 3 clusters Score -424013.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -424026.593750 Penalty: 2753.667480
	Iteration 24Q: 3 clusters Score -424026.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -424038.656250 Penalty: 2753.667480
	Iteration 25Q: 3 clusters Score -424038.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -424050.437500 Penalty: 2753.667480
	Iteration 26Q: 3 clusters Score -424050.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -424062.656250 Penalty: 2753.667480
	Iteration 27Q: 3 clusters Score -424062.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -424070.218750 Penalty: 2753.667480
	Iteration 28Q: 3 clusters Score -424070.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -424076.468750 Penalty: 2753.667480
	Iteration 29Q: 3 clusters Score -424076.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -424082.750000 Penalty: 2753.667480
	Iteration 30Q: 3 clusters Score -424082.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -424086.031250 Penalty: 2753.667480
	Iteration 31Q: 3 clusters Score -424086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -424090.625000 Penalty: 2753.667480
	Iteration 32Q: 3 clusters Score -424090.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -424096.187500 Penalty: 2753.667480
	Iteration 33Q: 3 clusters Score -424096.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -424102.781250 Penalty: 2753.667480
	Iteration 34Q: 3 clusters Score -424102.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -424107.750000 Penalty: 2753.667480
	Iteration 35Q: 3 clusters Score -424107.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -424110.437500 Penalty: 2753.667480
	Iteration 36Q: 3 clusters Score -424110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -424113.718750 Penalty: 2753.667480
	Iteration 37Q: 3 clusters Score -424113.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -424116.781250 Penalty: 2753.667480
	Iteration 38Q: 3 clusters Score -424116.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -424121.218750 Penalty: 2753.667480
	Iteration 39Q: 3 clusters Score -424121.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -424123.281250 Penalty: 2753.667480
	Iteration 40F: 3 clusters Score -424123.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -424125.031250 Penalty: 2753.667480
	Iteration 41Q: 3 clusters Score -424125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -424126.187500 Penalty: 2753.667480
	Iteration 42Q: 3 clusters Score -424126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -424128.687500 Penalty: 2753.667480
	Iteration 43Q: 3 clusters Score -424128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -424129.343750 Penalty: 2753.667480
	Iteration 44Q: 3 clusters Score -424129.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -424130.781250 Penalty: 2753.667480
	Iteration 45Q: 3 clusters Score -424130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -424132.593750 Penalty: 2753.667480
	Iteration 46Q: 3 clusters Score -424132.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -424133.750000 Penalty: 2753.667480
	Iteration 47Q: 3 clusters Score -424133.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -424136.562500 Penalty: 2753.667480
	Iteration 48Q: 3 clusters Score -424136.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -424137.937500 Penalty: 2753.667480
	Iteration 49Q: 3 clusters Score -424137.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -424141.500000 Penalty: 2753.667480
	Iteration 50Q: 3 clusters Score -424141.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -424143.625000 Penalty: 2753.667480
	Iteration 51Q: 3 clusters Score -424143.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -424144.625000 Penalty: 2753.667480
	Iteration 52Q: 3 clusters Score -424144.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -424147.125000 Penalty: 2753.667480
	Iteration 53Q: 3 clusters Score -424147.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -424149.000000 Penalty: 2753.667480
	Iteration 54Q: 3 clusters Score -424149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -424151.562500 Penalty: 2753.667480
	Iteration 55Q: 3 clusters Score -424151.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -424156.187500 Penalty: 2753.667480
	Iteration 56Q: 3 clusters Score -424156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -424159.687500 Penalty: 2753.667480
	Iteration 57Q: 3 clusters Score -424159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -424165.031250 Penalty: 2753.667480
	Iteration 58Q: 3 clusters Score -424165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -424168.625000 Penalty: 2753.667480
	Iteration 59Q: 3 clusters Score -424168.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -424171.625000 Penalty: 2753.667480
	Iteration 60F: 3 clusters Score -424171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -424173.687500 Penalty: 2753.667480
	Iteration 61Q: 3 clusters Score -424173.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -424174.312500 Penalty: 2753.667480
	Iteration 62Q: 3 clusters Score -424174.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -424177.750000 Penalty: 2753.667480
	Iteration 63Q: 3 clusters Score -424177.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -424181.468750 Penalty: 2753.667480
	Iteration 64Q: 3 clusters Score -424181.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -424183.437500 Penalty: 2753.667480
	Iteration 65Q: 3 clusters Score -424183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -424185.843750 Penalty: 2753.667480
	Iteration 66Q: 3 clusters Score -424185.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -424187.062500 Penalty: 2753.667480
	Iteration 67Q: 3 clusters Score -424187.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -424190.687500 Penalty: 2753.667480
	Iteration 68Q: 3 clusters Score -424190.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -424192.406250 Penalty: 2753.667480
	Iteration 69Q: 3 clusters Score -424192.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -424194.968750 Penalty: 2753.667480
	Iteration 70Q: 3 clusters Score -424195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -424195.718750 Penalty: 2753.667480
	Iteration 71Q: 3 clusters Score -424195.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -424201.812500 Penalty: 2753.667480
	Iteration 72Q: 3 clusters Score -424201.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -424204.093750 Penalty: 2753.667480
	Iteration 73Q: 3 clusters Score -424204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -424207.687500 Penalty: 2753.667480
	Iteration 74Q: 3 clusters Score -424207.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -424210.125000 Penalty: 2753.667480
	Iteration 75Q: 3 clusters Score -424210.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -424212.500000 Penalty: 2753.667480
	Iteration 76Q: 3 clusters Score -424212.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -424215.562500 Penalty: 2753.667480
	Iteration 77Q: 3 clusters Score -424215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -424218.781250 Penalty: 2753.667480
	Iteration 78Q: 3 clusters Score -424218.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -424221.343750 Penalty: 2753.667480
	Iteration 79Q: 3 clusters Score -424221.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -424226.656250 Penalty: 2753.667480
	Iteration 80F: 3 clusters Score -424226.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -424234.625000 Penalty: 2753.667480
	Iteration 81Q: 3 clusters Score -424234.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -424240.437500 Penalty: 2753.667480
	Iteration 82Q: 3 clusters Score -424240.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -424243.500000 Penalty: 2753.667480
	Iteration 83Q: 3 clusters Score -424243.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -424249.093750 Penalty: 2753.667480
	Iteration 84Q: 3 clusters Score -424249.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -424254.500000 Penalty: 2753.667480
	Iteration 85Q: 3 clusters Score -424254.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -424259.562500 Penalty: 2753.667480
	Iteration 86Q: 3 clusters Score -424259.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -424264.093750 Penalty: 2753.667480
	Iteration 87Q: 3 clusters Score -424264.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -424268.250000 Penalty: 2753.667480
	Iteration 88Q: 3 clusters Score -424268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -424274.031250 Penalty: 2753.667480
	Iteration 89Q: 3 clusters Score -424274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -424278.687500 Penalty: 2753.667480
	Iteration 90Q: 3 clusters Score -424278.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -424280.281250 Penalty: 2753.667480
	Iteration 91Q: 3 clusters Score -424280.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -424281.781250 Penalty: 2753.667480
	Iteration 92Q: 3 clusters Score -424281.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -424284.812500 Penalty: 2753.667480
	Iteration 93Q: 3 clusters Score -424284.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -424290.281250 Penalty: 2753.667480
	Iteration 94Q: 3 clusters Score -424290.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -424292.031250 Penalty: 2753.667480
	Iteration 95Q: 3 clusters Score -424292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -424294.781250 Penalty: 2753.667480
	Iteration 96Q: 3 clusters Score -424294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -424296.812500 Penalty: 2753.667480
	Iteration 97Q: 3 clusters Score -424296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -424300.406250 Penalty: 2753.667480
	Iteration 98Q: 3 clusters Score -424300.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -424302.187500 Penalty: 2753.667480
	Iteration 99Q: 3 clusters Score -424302.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -424302.281250 Penalty: 2753.667480
	Iteration 100F: 3 clusters Score -424302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (12112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Entering Unmasked Estep 
Score: -1056235.250000 Penalty: 1527.817139
	Iteration 0F: 2 clusters Score -1056235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1047729.062500 Penalty: 3055.634277
	Iteration 0F: 3 clusters Score -1047729 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1050665.125000 Penalty: 3055.634277
	Iteration 1F: 3 clusters Score -1050665 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1051056.375000 Penalty: 3055.634277
	Iteration 2F: 3 clusters Score -1051056 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1051594.000000 Penalty: 3055.634277
	Iteration 3F: 3 clusters Score -1051594 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1052423.000000 Penalty: 3055.634277
	Iteration 4F: 3 clusters Score -1052423 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -1053440.000000 Penalty: 3055.634277
	Iteration 5F: 3 clusters Score -1053440 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1054377.000000 Penalty: 3055.634277
	Iteration 6F: 3 clusters Score -1054377 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1054972.500000 Penalty: 3055.634277
	Iteration 7F: 3 clusters Score -1054972 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1055429.875000 Penalty: 3055.634277
	Iteration 8Q: 3 clusters Score -1055430 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1055760.875000 Penalty: 3055.634277
	Iteration 9Q: 3 clusters Score -1055761 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1056004.375000 Penalty: 3055.634277
	Iteration 10Q: 3 clusters Score -1056004 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1056183.000000 Penalty: 3055.634277
	Iteration 11Q: 3 clusters Score -1056183 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1056328.875000 Penalty: 3055.634277
	Iteration 12Q: 3 clusters Score -1056329 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -1056411.500000 Penalty: 3055.634277
	Iteration 13Q: 3 clusters Score -1056412 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1056451.000000 Penalty: 3055.634277
	Iteration 14Q: 3 clusters Score -1056451 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1056480.875000 Penalty: 3055.634277
	Iteration 15Q: 3 clusters Score -1056481 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1056494.625000 Penalty: 3055.634277
	Iteration 16Q: 3 clusters Score -1056495 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -1056499.125000 Penalty: 3055.634277
	Iteration 17Q: 3 clusters Score -1056499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1056505.125000 Penalty: 3055.634277
	Iteration 18Q: 3 clusters Score -1056505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1056512.000000 Penalty: 3055.634277
	Iteration 19Q: 3 clusters Score -1056512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1056515.125000 Penalty: 3055.634277
	Iteration 20F: 3 clusters Score -1056515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1056516.875000 Penalty: 3055.634277
	Iteration 21Q: 3 clusters Score -1056517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1056516.375000 Penalty: 3055.634277
	Iteration 22Q: 3 clusters Score -1056516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1056518.875000 Penalty: 3055.634277
	Iteration 23Q: 3 clusters Score -1056519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1056519.750000 Penalty: 3055.634277
	Iteration 24Q: 3 clusters Score -1056520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1056520.875000 Penalty: 3055.634277
	Iteration 25Q: 3 clusters Score -1056521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1056520.875000 Penalty: 3055.634277
	Iteration 26F: 3 clusters Score -1056521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 35046 members 
Mstep: Class 10 contains 20327 members 
Mstep: Class 11 contains 11358 members 
Mstep: Class 12 contains 5061 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 72085 members 
Entering Unmasked Estep 
Score: -24802776.000000 Penalty: 46900.582031
Splitting cluster 8 changes total score from -24797930.000000 to -24802776.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 9 (35046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Entering Unmasked Estep 
Score: -3142994.750000 Penalty: 1700.467651
	Iteration 0F: 2 clusters Score -3142995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3119411.250000 Penalty: 3400.935303
	Iteration 0F: 3 clusters Score -3119411 nChanged 16248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3128545.500000 Penalty: 3400.935303
	Iteration 1F: 3 clusters Score -3128546 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -3129073.750000 Penalty: 3400.935303
	Iteration 2Q: 3 clusters Score -3129074 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -3129674.250000 Penalty: 3400.935303
	Iteration 3Q: 3 clusters Score -3129674 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3130290.500000 Penalty: 3400.935303
	Iteration 4Q: 3 clusters Score -3130290 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3131033.750000 Penalty: 3400.935303
	Iteration 5Q: 3 clusters Score -3131034 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -3131968.750000 Penalty: 3400.935303
	Iteration 6F: 3 clusters Score -3131969 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -3133183.500000 Penalty: 3400.935303
	Iteration 7F: 3 clusters Score -3133184 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 26185 members 
Entering Unmasked Estep 
Score: -3134739.750000 Penalty: 3400.935303
	Iteration 8F: 3 clusters Score -3134740 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3136462.750000 Penalty: 3400.935303
	Iteration 9F: 3 clusters Score -3136463 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 30074 members 
Entering Unmasked Estep 
Score: -3138125.000000 Penalty: 3400.935303
	Iteration 10F: 3 clusters Score -3138125 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -3139410.750000 Penalty: 3400.935303
	Iteration 11Q: 3 clusters Score -3139411 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3140268.000000 Penalty: 3400.935303
	Iteration 12Q: 3 clusters Score -3140268 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -3140680.750000 Penalty: 3400.935303
	Iteration 13Q: 3 clusters Score -3140681 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -3140947.000000 Penalty: 3400.935303
	Iteration 14Q: 3 clusters Score -3140947 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -3141118.250000 Penalty: 3400.935303
	Iteration 15Q: 3 clusters Score -3141118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -3141252.250000 Penalty: 3400.935303
	Iteration 16Q: 3 clusters Score -3141252 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -3141362.000000 Penalty: 3400.935303
	Iteration 17Q: 3 clusters Score -3141362 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -3141442.750000 Penalty: 3400.935303
	Iteration 18Q: 3 clusters Score -3141443 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -3141489.500000 Penalty: 3400.935303
	Iteration 19Q: 3 clusters Score -3141490 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -3141528.250000 Penalty: 3400.935303
	Iteration 20F: 3 clusters Score -3141528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -3141566.250000 Penalty: 3400.935303
	Iteration 21Q: 3 clusters Score -3141566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -3141581.250000 Penalty: 3400.935303
	Iteration 22Q: 3 clusters Score -3141581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -3141602.250000 Penalty: 3400.935303
	Iteration 23Q: 3 clusters Score -3141602 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -3141619.250000 Penalty: 3400.935303
	Iteration 24Q: 3 clusters Score -3141619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 34420 members 
Entering Unmasked Estep 
Score: -3141623.000000 Penalty: 3400.935303
	Iteration 25Q: 3 clusters Score -3141623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -3141632.000000 Penalty: 3400.935303
	Iteration 26Q: 3 clusters Score -3141632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -3141642.000000 Penalty: 3400.935303
	Iteration 27Q: 3 clusters Score -3141642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -3141650.250000 Penalty: 3400.935303
	Iteration 28Q: 3 clusters Score -3141650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -3141664.750000 Penalty: 3400.935303
	Iteration 29Q: 3 clusters Score -3141665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -3141666.500000 Penalty: 3400.935303
	Iteration 30Q: 3 clusters Score -3141666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3141673.250000 Penalty: 3400.935303
	Iteration 31Q: 3 clusters Score -3141673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -3141682.000000 Penalty: 3400.935303
	Iteration 32Q: 3 clusters Score -3141682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -3141680.000000 Penalty: 3400.935303
	Iteration 33Q: 3 clusters Score -3141680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -3141680.000000 Penalty: 3400.935303
	Iteration 34F: 3 clusters Score -3141680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -412023.218750 Penalty: 1386.014404
	Iteration 0F: 2 clusters Score -412023.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -407991.000000 Penalty: 2772.028809
	Iteration 0F: 3 clusters Score -407991 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -409576.250000 Penalty: 2772.028809
	Iteration 1F: 3 clusters Score -409576.2 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -410462.125000 Penalty: 2772.028809
	Iteration 2F: 3 clusters Score -410462.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -411098.312500 Penalty: 2772.028809
	Iteration 3F: 3 clusters Score -411098.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -411578.343750 Penalty: 2772.028809
	Iteration 4F: 3 clusters Score -411578.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -411922.062500 Penalty: 2772.028809
	Iteration 5F: 3 clusters Score -411922.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -412203.593750 Penalty: 2772.028809
	Iteration 6Q: 3 clusters Score -412203.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -412536.218750 Penalty: 2772.028809
	Iteration 7Q: 3 clusters Score -412536.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -412955.500000 Penalty: 2772.028809
	Iteration 8Q: 3 clusters Score -412955.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -413315.687500 Penalty: 2772.028809
	Iteration 9Q: 3 clusters Score -413315.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -413673.593750 Penalty: 2772.028809
	Iteration 10Q: 3 clusters Score -413673.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -413946.906250 Penalty: 2772.028809
	Iteration 11Q: 3 clusters Score -413946.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -414161.843750 Penalty: 2772.028809
	Iteration 12Q: 3 clusters Score -414161.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -414294.687500 Penalty: 2772.028809
	Iteration 13Q: 3 clusters Score -414294.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -414379.250000 Penalty: 2772.028809
	Iteration 14Q: 3 clusters Score -414379.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -414433.812500 Penalty: 2772.028809
	Iteration 15Q: 3 clusters Score -414433.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -414472.500000 Penalty: 2772.028809
	Iteration 16Q: 3 clusters Score -414472.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -414494.281250 Penalty: 2772.028809
	Iteration 17Q: 3 clusters Score -414494.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -414513.937500 Penalty: 2772.028809
	Iteration 18Q: 3 clusters Score -414513.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -414526.656250 Penalty: 2772.028809
	Iteration 19Q: 3 clusters Score -414526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -414535.343750 Penalty: 2772.028809
	Iteration 20F: 3 clusters Score -414535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -414542.062500 Penalty: 2772.028809
	Iteration 21Q: 3 clusters Score -414542.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -414545.593750 Penalty: 2772.028809
	Iteration 22Q: 3 clusters Score -414545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -414546.812500 Penalty: 2772.028809
	Iteration 23Q: 3 clusters Score -414546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -414547.562500 Penalty: 2772.028809
	Iteration 24Q: 3 clusters Score -414547.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414547.593750 Penalty: 2772.028809
	Iteration 25Q: 3 clusters Score -414547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -414547.593750 Penalty: 2772.028809
	Iteration 26F: 3 clusters Score -414547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 7 contains 22160 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 35046 members 
Mstep: Class 10 contains 20327 members 
Mstep: Class 11 contains 11358 members 
Mstep: Class 12 contains 3809 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 1252 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 72085 members 
Entering Unmasked Estep 
Score: -24804664.000000 Penalty: 48939.738281
Splitting cluster 12 changes total score from -24797930.000000 to -24804664.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -281878.593750 Penalty: 1312.837280
	Iteration 0F: 2 clusters Score -281878.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -279047.468750 Penalty: 2625.674561
	Iteration 0F: 3 clusters Score -279047.5 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -279793.375000 Penalty: 2625.674561
	Iteration 1F: 3 clusters Score -279793.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -279971.250000 Penalty: 2625.674561
	Iteration 2F: 3 clusters Score -279971.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -280076.281250 Penalty: 2625.674561
	Iteration 3F: 3 clusters Score -280076.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -280143.218750 Penalty: 2625.674561
	Iteration 4Q: 3 clusters Score -280143.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -280204.906250 Penalty: 2625.674561
	Iteration 5Q: 3 clusters Score -280204.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -280247.343750 Penalty: 2625.674561
	Iteration 6Q: 3 clusters Score -280247.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -280283.187500 Penalty: 2625.674561
	Iteration 7Q: 3 clusters Score -280283.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -280323.312500 Penalty: 2625.674561
	Iteration 8Q: 3 clusters Score -280323.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -280362.312500 Penalty: 2625.674561
	Iteration 9Q: 3 clusters Score -280362.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -280400.437500 Penalty: 2625.674561
	Iteration 10Q: 3 clusters Score -280400.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -280459.062500 Penalty: 2625.674561
	Iteration 11Q: 3 clusters Score -280459.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -280523.812500 Penalty: 2625.674561
	Iteration 12Q: 3 clusters Score -280523.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -280579.250000 Penalty: 2625.674561
	Iteration 13Q: 3 clusters Score -280579.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -280638.625000 Penalty: 2625.674561
	Iteration 14Q: 3 clusters Score -280638.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -280695.125000 Penalty: 2625.674561
	Iteration 15Q: 3 clusters Score -280695.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -280745.687500 Penalty: 2625.674561
	Iteration 16Q: 3 clusters Score -280745.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -280791.312500 Penalty: 2625.674561
	Iteration 17Q: 3 clusters Score -280791.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -280829.718750 Penalty: 2625.674561
	Iteration 18Q: 3 clusters Score -280829.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -280874.656250 Penalty: 2625.674561
	Iteration 19Q: 3 clusters Score -280874.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -280915.968750 Penalty: 2625.674561
	Iteration 20F: 3 clusters Score -280916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -280945.500000 Penalty: 2625.674561
	Iteration 21Q: 3 clusters Score -280945.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -280962.062500 Penalty: 2625.674561
	Iteration 22Q: 3 clusters Score -280962.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -280975.250000 Penalty: 2625.674561
	Iteration 23Q: 3 clusters Score -280975.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -280982.187500 Penalty: 2625.674561
	Iteration 24Q: 3 clusters Score -280982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -280987.125000 Penalty: 2625.674561
	Iteration 25Q: 3 clusters Score -280987.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -280991.968750 Penalty: 2625.674561
	Iteration 26Q: 3 clusters Score -280992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -280996.906250 Penalty: 2625.674561
	Iteration 27Q: 3 clusters Score -280996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -280999.187500 Penalty: 2625.674561
	Iteration 28Q: 3 clusters Score -280999.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -281001.187500 Penalty: 2625.674561
	Iteration 29Q: 3 clusters Score -281001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -281001.343750 Penalty: 2625.674561
	Iteration 30Q: 3 clusters Score -281001.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -281002.125000 Penalty: 2625.674561
	Iteration 31Q: 3 clusters Score -281002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -281002.187500 Penalty: 2625.674561
	Iteration 32Q: 3 clusters Score -281002.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -281003.375000 Penalty: 2625.674561
	Iteration 33Q: 3 clusters Score -281003.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -281005.937500 Penalty: 2625.674561
	Iteration 34Q: 3 clusters Score -281005.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -281007.218750 Penalty: 2625.674561
	Iteration 35Q: 3 clusters Score -281007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -281008.093750 Penalty: 2625.674561
	Iteration 36Q: 3 clusters Score -281008.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -281008.812500 Penalty: 2625.674561
	Iteration 37Q: 3 clusters Score -281008.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -281012.625000 Penalty: 2625.674561
	Iteration 38Q: 3 clusters Score -281012.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -281016.281250 Penalty: 2625.674561
	Iteration 39Q: 3 clusters Score -281016.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -281018.875000 Penalty: 2625.674561
	Iteration 40F: 3 clusters Score -281018.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -281020.250000 Penalty: 2625.674561
	Iteration 41Q: 3 clusters Score -281020.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -281020.750000 Penalty: 2625.674561
	Iteration 42Q: 3 clusters Score -281020.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -281021.500000 Penalty: 2625.674561
	Iteration 43Q: 3 clusters Score -281021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -281021.500000 Penalty: 2625.674561
	Iteration 44F: 3 clusters Score -281021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Entering Unmasked Estep 
Score: -1495634.625000 Penalty: 1581.399658
	Iteration 0F: 2 clusters Score -1495635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -1484177.625000 Penalty: 3162.799316
	Iteration 0F: 3 clusters Score -1484178 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1488383.875000 Penalty: 3162.799316
	Iteration 1F: 3 clusters Score -1488384 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1488944.125000 Penalty: 3162.799316
	Iteration 2F: 3 clusters Score -1488944 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1489549.750000 Penalty: 3162.799316
	Iteration 3F: 3 clusters Score -1489550 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1490222.000000 Penalty: 3162.799316
	Iteration 4F: 3 clusters Score -1490222 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1491005.375000 Penalty: 3162.799316
	Iteration 5F: 3 clusters Score -1491005 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1491778.750000 Penalty: 3162.799316
	Iteration 6F: 3 clusters Score -1491779 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1492502.625000 Penalty: 3162.799316
	Iteration 7F: 3 clusters Score -1492503 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1493118.000000 Penalty: 3162.799316
	Iteration 8Q: 3 clusters Score -1493118 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1493650.375000 Penalty: 3162.799316
	Iteration 9Q: 3 clusters Score -1493650 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1494076.250000 Penalty: 3162.799316
	Iteration 10Q: 3 clusters Score -1494076 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1494413.750000 Penalty: 3162.799316
	Iteration 11Q: 3 clusters Score -1494414 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1494702.125000 Penalty: 3162.799316
	Iteration 12Q: 3 clusters Score -1494702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1494956.250000 Penalty: 3162.799316
	Iteration 13Q: 3 clusters Score -1494956 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1495151.625000 Penalty: 3162.799316
	Iteration 14Q: 3 clusters Score -1495152 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1495284.125000 Penalty: 3162.799316
	Iteration 15Q: 3 clusters Score -1495284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1495359.625000 Penalty: 3162.799316
	Iteration 16Q: 3 clusters Score -1495360 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1495398.125000 Penalty: 3162.799316
	Iteration 17Q: 3 clusters Score -1495398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1495419.375000 Penalty: 3162.799316
	Iteration 18Q: 3 clusters Score -1495419 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1495432.875000 Penalty: 3162.799316
	Iteration 19Q: 3 clusters Score -1495433 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1495448.875000 Penalty: 3162.799316
	Iteration 20F: 3 clusters Score -1495449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1495464.625000 Penalty: 3162.799316
	Iteration 21Q: 3 clusters Score -1495465 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1495477.500000 Penalty: 3162.799316
	Iteration 22Q: 3 clusters Score -1495478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1495479.500000 Penalty: 3162.799316
	Iteration 23Q: 3 clusters Score -1495480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1495485.875000 Penalty: 3162.799316
	Iteration 24Q: 3 clusters Score -1495486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1495491.500000 Penalty: 3162.799316
	Iteration 25Q: 3 clusters Score -1495492 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1495494.500000 Penalty: 3162.799316
	Iteration 26Q: 3 clusters Score -1495494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1495497.750000 Penalty: 3162.799316
	Iteration 27Q: 3 clusters Score -1495498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1495496.750000 Penalty: 3162.799316
	Iteration 28Q: 3 clusters Score -1495497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1495497.375000 Penalty: 3162.799316
	Iteration 29Q: 3 clusters Score -1495497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1495497.000000 Penalty: 3162.799316
	Iteration 30Q: 3 clusters Score -1495497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1495498.375000 Penalty: 3162.799316
	Iteration 31Q: 3 clusters Score -1495498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1495498.000000 Penalty: 3162.799316
	Iteration 32Q: 3 clusters Score -1495498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1495498.375000 Penalty: 3162.799316
	Iteration 33Q: 3 clusters Score -1495498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1495496.500000 Penalty: 3162.799316
	Iteration 34Q: 3 clusters Score -1495496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1495496.500000 Penalty: 3162.799316
	Iteration 35F: 3 clusters Score -1495496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -446888.718750 Penalty: 1387.452881
	Iteration 0F: 2 clusters Score -446888.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -442788.406250 Penalty: 2774.905762
	Iteration 0F: 3 clusters Score -442788.4 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -444012.281250 Penalty: 2774.905762
	Iteration 1F: 3 clusters Score -444012.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -444222.375000 Penalty: 2774.905762
	Iteration 2F: 3 clusters Score -444222.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -444401.218750 Penalty: 2774.905762
	Iteration 3F: 3 clusters Score -444401.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -444578.031250 Penalty: 2774.905762
	Iteration 4F: 3 clusters Score -444578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -444736.968750 Penalty: 2774.905762
	Iteration 5F: 3 clusters Score -444737 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -444903.812500 Penalty: 2774.905762
	Iteration 6Q: 3 clusters Score -444903.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -445047.093750 Penalty: 2774.905762
	Iteration 7Q: 3 clusters Score -445047.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -445160.093750 Penalty: 2774.905762
	Iteration 8Q: 3 clusters Score -445160.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -445252.625000 Penalty: 2774.905762
	Iteration 9Q: 3 clusters Score -445252.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -445325.937500 Penalty: 2774.905762
	Iteration 10Q: 3 clusters Score -445325.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -445390.968750 Penalty: 2774.905762
	Iteration 11Q: 3 clusters Score -445391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -445435.937500 Penalty: 2774.905762
	Iteration 12Q: 3 clusters Score -445435.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -445467.250000 Penalty: 2774.905762
	Iteration 13Q: 3 clusters Score -445467.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -445488.406250 Penalty: 2774.905762
	Iteration 14Q: 3 clusters Score -445488.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -445498.656250 Penalty: 2774.905762
	Iteration 15Q: 3 clusters Score -445498.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -445512.406250 Penalty: 2774.905762
	Iteration 16Q: 3 clusters Score -445512.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -445525.687500 Penalty: 2774.905762
	Iteration 17Q: 3 clusters Score -445525.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -445540.562500 Penalty: 2774.905762
	Iteration 18Q: 3 clusters Score -445540.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -445553.750000 Penalty: 2774.905762
	Iteration 19Q: 3 clusters Score -445553.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -445565.062500 Penalty: 2774.905762
	Iteration 20F: 3 clusters Score -445565.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -445574.937500 Penalty: 2774.905762
	Iteration 21Q: 3 clusters Score -445574.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -445585.281250 Penalty: 2774.905762
	Iteration 22Q: 3 clusters Score -445585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -445589.406250 Penalty: 2774.905762
	Iteration 23Q: 3 clusters Score -445589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -445592.000000 Penalty: 2774.905762
	Iteration 24Q: 3 clusters Score -445592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -445593.343750 Penalty: 2774.905762
	Iteration 25Q: 3 clusters Score -445593.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -445594.437500 Penalty: 2774.905762
	Iteration 26Q: 3 clusters Score -445594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -445595.312500 Penalty: 2774.905762
	Iteration 27Q: 3 clusters Score -445595.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -445598.125000 Penalty: 2774.905762
	Iteration 28Q: 3 clusters Score -445598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -445599.812500 Penalty: 2774.905762
	Iteration 29Q: 3 clusters Score -445599.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -445601.343750 Penalty: 2774.905762
	Iteration 30Q: 3 clusters Score -445601.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -445600.968750 Penalty: 2774.905762
	Iteration 31Q: 3 clusters Score -445601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -445601.593750 Penalty: 2774.905762
	Iteration 32Q: 3 clusters Score -445601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -445601.593750 Penalty: 2774.905762
	Iteration 33F: 3 clusters Score -445601.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -1895400.250000 Penalty: 1612.423096
	Iteration 0F: 2 clusters Score -1895400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1881466.750000 Penalty: 3224.846191
	Iteration 0F: 3 clusters Score -1881467 nChanged 9218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1886513.625000 Penalty: 3224.846191
	Iteration 1F: 3 clusters Score -1886514 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1886866.875000 Penalty: 3224.846191
	Iteration 2F: 3 clusters Score -1886867 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1887188.875000 Penalty: 3224.846191
	Iteration 3Q: 3 clusters Score -1887189 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1887558.750000 Penalty: 3224.846191
	Iteration 4Q: 3 clusters Score -1887559 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1888017.375000 Penalty: 3224.846191
	Iteration 5Q: 3 clusters Score -1888017 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1888473.250000 Penalty: 3224.846191
	Iteration 6Q: 3 clusters Score -1888473 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1888984.500000 Penalty: 3224.846191
	Iteration 7Q: 3 clusters Score -1888984 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1889599.000000 Penalty: 3224.846191
	Iteration 8Q: 3 clusters Score -1889599 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1890293.500000 Penalty: 3224.846191
	Iteration 9Q: 3 clusters Score -1890294 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1890947.375000 Penalty: 3224.846191
	Iteration 10Q: 3 clusters Score -1890947 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -1891390.125000 Penalty: 3224.846191
	Iteration 11Q: 3 clusters Score -1891390 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1891721.875000 Penalty: 3224.846191
	Iteration 12Q: 3 clusters Score -1891722 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1891901.250000 Penalty: 3224.846191
	Iteration 13Q: 3 clusters Score -1891901 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -1892013.625000 Penalty: 3224.846191
	Iteration 14Q: 3 clusters Score -1892014 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1892096.375000 Penalty: 3224.846191
	Iteration 15Q: 3 clusters Score -1892096 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1892149.250000 Penalty: 3224.846191
	Iteration 16Q: 3 clusters Score -1892149 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1892177.625000 Penalty: 3224.846191
	Iteration 17Q: 3 clusters Score -1892178 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1892198.000000 Penalty: 3224.846191
	Iteration 18Q: 3 clusters Score -1892198 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1892223.250000 Penalty: 3224.846191
	Iteration 19Q: 3 clusters Score -1892223 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1892241.500000 Penalty: 3224.846191
	Iteration 20F: 3 clusters Score -1892242 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1892249.750000 Penalty: 3224.846191
	Iteration 21Q: 3 clusters Score -1892250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1892264.875000 Penalty: 3224.846191
	Iteration 22Q: 3 clusters Score -1892265 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1892267.750000 Penalty: 3224.846191
	Iteration 23Q: 3 clusters Score -1892268 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1892277.750000 Penalty: 3224.846191
	Iteration 24Q: 3 clusters Score -1892278 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1892287.750000 Penalty: 3224.846191
	Iteration 25Q: 3 clusters Score -1892288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1892294.625000 Penalty: 3224.846191
	Iteration 26Q: 3 clusters Score -1892295 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1892300.750000 Penalty: 3224.846191
	Iteration 27Q: 3 clusters Score -1892301 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1892302.125000 Penalty: 3224.846191
	Iteration 28Q: 3 clusters Score -1892302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1892302.000000 Penalty: 3224.846191
	Iteration 29Q: 3 clusters Score -1892302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1892307.375000 Penalty: 3224.846191
	Iteration 30Q: 3 clusters Score -1892307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1892307.250000 Penalty: 3224.846191
	Iteration 31Q: 3 clusters Score -1892307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1892310.625000 Penalty: 3224.846191
	Iteration 32Q: 3 clusters Score -1892311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1892316.500000 Penalty: 3224.846191
	Iteration 33Q: 3 clusters Score -1892316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1892318.875000 Penalty: 3224.846191
	Iteration 34Q: 3 clusters Score -1892319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1892320.875000 Penalty: 3224.846191
	Iteration 35Q: 3 clusters Score -1892321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -1892317.750000 Penalty: 3224.846191
	Iteration 36Q: 3 clusters Score -1892318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -1892319.000000 Penalty: 3224.846191
	Iteration 37Q: 3 clusters Score -1892319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1892318.500000 Penalty: 3224.846191
	Iteration 38Q: 3 clusters Score -1892318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1892324.125000 Penalty: 3224.846191
	Iteration 39Q: 3 clusters Score -1892324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1892323.875000 Penalty: 3224.846191
	Iteration 40F: 3 clusters Score -1892324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1892322.000000 Penalty: 3224.846191
	Iteration 41Q: 3 clusters Score -1892322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -1892329.125000 Penalty: 3224.846191
	Iteration 42Q: 3 clusters Score -1892329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1892332.250000 Penalty: 3224.846191
	Iteration 43Q: 3 clusters Score -1892332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1892333.750000 Penalty: 3224.846191
	Iteration 44Q: 3 clusters Score -1892334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1892339.250000 Penalty: 3224.846191
	Iteration 45Q: 3 clusters Score -1892339 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1892345.375000 Penalty: 3224.846191
	Iteration 46Q: 3 clusters Score -1892345 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1892356.625000 Penalty: 3224.846191
	Iteration 47Q: 3 clusters Score -1892357 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1892360.250000 Penalty: 3224.846191
	Iteration 48Q: 3 clusters Score -1892360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1892376.125000 Penalty: 3224.846191
	Iteration 49Q: 3 clusters Score -1892376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1892390.625000 Penalty: 3224.846191
	Iteration 50Q: 3 clusters Score -1892391 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1892402.750000 Penalty: 3224.846191
	Iteration 51Q: 3 clusters Score -1892403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1892410.500000 Penalty: 3224.846191
	Iteration 52Q: 3 clusters Score -1892410 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1892427.375000 Penalty: 3224.846191
	Iteration 53Q: 3 clusters Score -1892427 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -1892440.000000 Penalty: 3224.846191
	Iteration 54Q: 3 clusters Score -1892440 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1892449.250000 Penalty: 3224.846191
	Iteration 55Q: 3 clusters Score -1892449 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -1892471.125000 Penalty: 3224.846191
	Iteration 56Q: 3 clusters Score -1892471 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -1892504.000000 Penalty: 3224.846191
	Iteration 57Q: 3 clusters Score -1892504 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -1892520.625000 Penalty: 3224.846191
	Iteration 58Q: 3 clusters Score -1892521 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -1892545.500000 Penalty: 3224.846191
	Iteration 59Q: 3 clusters Score -1892546 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1892581.000000 Penalty: 3224.846191
	Iteration 60F: 3 clusters Score -1892581 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -1892615.250000 Penalty: 3224.846191
	Iteration 61Q: 3 clusters Score -1892615 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -1892658.500000 Penalty: 3224.846191
	Iteration 62Q: 3 clusters Score -1892658 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1892703.750000 Penalty: 3224.846191
	Iteration 63Q: 3 clusters Score -1892704 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -1892759.750000 Penalty: 3224.846191
	Iteration 64Q: 3 clusters Score -1892760 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1892809.625000 Penalty: 3224.846191
	Iteration 65Q: 3 clusters Score -1892810 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1892856.750000 Penalty: 3224.846191
	Iteration 66Q: 3 clusters Score -1892857 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1892900.250000 Penalty: 3224.846191
	Iteration 67Q: 3 clusters Score -1892900 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -1892950.000000 Penalty: 3224.846191
	Iteration 68Q: 3 clusters Score -1892950 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1892986.500000 Penalty: 3224.846191
	Iteration 69Q: 3 clusters Score -1892986 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -1893037.000000 Penalty: 3224.846191
	Iteration 70Q: 3 clusters Score -1893037 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1893081.875000 Penalty: 3224.846191
	Iteration 71Q: 3 clusters Score -1893082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -1893121.500000 Penalty: 3224.846191
	Iteration 72Q: 3 clusters Score -1893122 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1893151.000000 Penalty: 3224.846191
	Iteration 73Q: 3 clusters Score -1893151 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -1893188.875000 Penalty: 3224.846191
	Iteration 74Q: 3 clusters Score -1893189 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -1893224.000000 Penalty: 3224.846191
	Iteration 75Q: 3 clusters Score -1893224 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -1893256.250000 Penalty: 3224.846191
	Iteration 76Q: 3 clusters Score -1893256 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1893283.000000 Penalty: 3224.846191
	Iteration 77Q: 3 clusters Score -1893283 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1893324.250000 Penalty: 3224.846191
	Iteration 78Q: 3 clusters Score -1893324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1893370.125000 Penalty: 3224.846191
	Iteration 79Q: 3 clusters Score -1893370 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -1893407.125000 Penalty: 3224.846191
	Iteration 80F: 3 clusters Score -1893407 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -1893444.625000 Penalty: 3224.846191
	Iteration 81Q: 3 clusters Score -1893445 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -1893484.375000 Penalty: 3224.846191
	Iteration 82Q: 3 clusters Score -1893484 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1893512.125000 Penalty: 3224.846191
	Iteration 83Q: 3 clusters Score -1893512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -1893538.750000 Penalty: 3224.846191
	Iteration 84Q: 3 clusters Score -1893539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1893565.500000 Penalty: 3224.846191
	Iteration 85Q: 3 clusters Score -1893566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -1893600.375000 Penalty: 3224.846191
	Iteration 86Q: 3 clusters Score -1893600 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1893635.250000 Penalty: 3224.846191
	Iteration 87Q: 3 clusters Score -1893635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1893658.125000 Penalty: 3224.846191
	Iteration 88Q: 3 clusters Score -1893658 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1893681.375000 Penalty: 3224.846191
	Iteration 89Q: 3 clusters Score -1893681 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -1893718.625000 Penalty: 3224.846191
	Iteration 90Q: 3 clusters Score -1893719 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -1893752.750000 Penalty: 3224.846191
	Iteration 91Q: 3 clusters Score -1893753 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -1893779.000000 Penalty: 3224.846191
	Iteration 92Q: 3 clusters Score -1893779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -1893806.500000 Penalty: 3224.846191
	Iteration 93Q: 3 clusters Score -1893806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1893836.250000 Penalty: 3224.846191
	Iteration 94Q: 3 clusters Score -1893836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -1893863.000000 Penalty: 3224.846191
	Iteration 95Q: 3 clusters Score -1893863 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -1893884.000000 Penalty: 3224.846191
	Iteration 96Q: 3 clusters Score -1893884 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -1893900.625000 Penalty: 3224.846191
	Iteration 97Q: 3 clusters Score -1893901 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1893923.000000 Penalty: 3224.846191
	Iteration 98Q: 3 clusters Score -1893923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -1893935.625000 Penalty: 3224.846191
	Iteration 99Q: 3 clusters Score -1893936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -1893953.875000 Penalty: 3224.846191
	Iteration 100F: 3 clusters Score -1893954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -1893970.750000 Penalty: 3224.846191
	Iteration 101Q: 3 clusters Score -1893971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -1893977.625000 Penalty: 3224.846191
	Iteration 102Q: 3 clusters Score -1893978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -1893994.500000 Penalty: 3224.846191
	Iteration 103Q: 3 clusters Score -1893994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -1893997.375000 Penalty: 3224.846191
	Iteration 104Q: 3 clusters Score -1893997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -1894008.125000 Penalty: 3224.846191
	Iteration 105Q: 3 clusters Score -1894008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -1894010.125000 Penalty: 3224.846191
	Iteration 106Q: 3 clusters Score -1894010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -1894016.125000 Penalty: 3224.846191
	Iteration 107Q: 3 clusters Score -1894016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1894022.125000 Penalty: 3224.846191
	Iteration 108Q: 3 clusters Score -1894022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1894020.500000 Penalty: 3224.846191
	Iteration 109Q: 3 clusters Score -1894020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1894026.375000 Penalty: 3224.846191
	Iteration 110Q: 3 clusters Score -1894026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -1894028.125000 Penalty: 3224.846191
	Iteration 111Q: 3 clusters Score -1894028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -1894030.500000 Penalty: 3224.846191
	Iteration 112Q: 3 clusters Score -1894030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -1894032.875000 Penalty: 3224.846191
	Iteration 113Q: 3 clusters Score -1894033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1894034.125000 Penalty: 3224.846191
	Iteration 114Q: 3 clusters Score -1894034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1894034.875000 Penalty: 3224.846191
	Iteration 115Q: 3 clusters Score -1894035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1894037.250000 Penalty: 3224.846191
	Iteration 116Q: 3 clusters Score -1894037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1894039.750000 Penalty: 3224.846191
	Iteration 117Q: 3 clusters Score -1894040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -1894040.375000 Penalty: 3224.846191
	Iteration 118Q: 3 clusters Score -1894040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1894043.375000 Penalty: 3224.846191
	Iteration 119Q: 3 clusters Score -1894043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -1894044.000000 Penalty: 3224.846191
	Iteration 120F: 3 clusters Score -1894044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1894047.125000 Penalty: 3224.846191
	Iteration 121Q: 3 clusters Score -1894047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -1894046.625000 Penalty: 3224.846191
	Iteration 122Q: 3 clusters Score -1894047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -1894047.250000 Penalty: 3224.846191
	Iteration 123Q: 3 clusters Score -1894047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -1894050.625000 Penalty: 3224.846191
	Iteration 124Q: 3 clusters Score -1894051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -1894055.500000 Penalty: 3224.846191
	Iteration 125Q: 3 clusters Score -1894056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1894058.500000 Penalty: 3224.846191
	Iteration 126Q: 3 clusters Score -1894058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -1894062.125000 Penalty: 3224.846191
	Iteration 127Q: 3 clusters Score -1894062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1894063.875000 Penalty: 3224.846191
	Iteration 128Q: 3 clusters Score -1894064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1894063.875000 Penalty: 3224.846191
	Iteration 129F: 3 clusters Score -1894064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Entering Unmasked Estep 
Score: -300221.812500 Penalty: 1315.534668
	Iteration 0F: 2 clusters Score -300221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -297330.718750 Penalty: 2631.069336
	Iteration 0F: 3 clusters Score -297330.7 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -298058.437500 Penalty: 2631.069336
	Iteration 1F: 3 clusters Score -298058.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -298221.312500 Penalty: 2631.069336
	Iteration 2F: 3 clusters Score -298221.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -298332.750000 Penalty: 2631.069336
	Iteration 3F: 3 clusters Score -298332.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -298403.500000 Penalty: 2631.069336
	Iteration 4Q: 3 clusters Score -298403.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -298452.093750 Penalty: 2631.069336
	Iteration 5Q: 3 clusters Score -298452.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -298482.093750 Penalty: 2631.069336
	Iteration 6Q: 3 clusters Score -298482.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -298520.781250 Penalty: 2631.069336
	Iteration 7Q: 3 clusters Score -298520.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -298551.468750 Penalty: 2631.069336
	Iteration 8Q: 3 clusters Score -298551.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -298577.781250 Penalty: 2631.069336
	Iteration 9Q: 3 clusters Score -298577.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -298602.531250 Penalty: 2631.069336
	Iteration 10Q: 3 clusters Score -298602.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -298627.656250 Penalty: 2631.069336
	Iteration 11Q: 3 clusters Score -298627.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -298650.312500 Penalty: 2631.069336
	Iteration 12Q: 3 clusters Score -298650.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -298665.968750 Penalty: 2631.069336
	Iteration 13Q: 3 clusters Score -298666 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -298680.156250 Penalty: 2631.069336
	Iteration 14Q: 3 clusters Score -298680.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -298692.968750 Penalty: 2631.069336
	Iteration 15Q: 3 clusters Score -298693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -298701.843750 Penalty: 2631.069336
	Iteration 16Q: 3 clusters Score -298701.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -298710.250000 Penalty: 2631.069336
	Iteration 17Q: 3 clusters Score -298710.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -298717.593750 Penalty: 2631.069336
	Iteration 18Q: 3 clusters Score -298717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -298725.031250 Penalty: 2631.069336
	Iteration 19Q: 3 clusters Score -298725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -298729.281250 Penalty: 2631.069336
	Iteration 20F: 3 clusters Score -298729.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -298733.906250 Penalty: 2631.069336
	Iteration 21Q: 3 clusters Score -298733.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -298738.156250 Penalty: 2631.069336
	Iteration 22Q: 3 clusters Score -298738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -298740.062500 Penalty: 2631.069336
	Iteration 23Q: 3 clusters Score -298740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -298741.968750 Penalty: 2631.069336
	Iteration 24Q: 3 clusters Score -298742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -298743.656250 Penalty: 2631.069336
	Iteration 25Q: 3 clusters Score -298743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -298744.562500 Penalty: 2631.069336
	Iteration 26Q: 3 clusters Score -298744.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -298744.750000 Penalty: 2631.069336
	Iteration 27Q: 3 clusters Score -298744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -298746.156250 Penalty: 2631.069336
	Iteration 28Q: 3 clusters Score -298746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -298746.312500 Penalty: 2631.069336
	Iteration 29Q: 3 clusters Score -298746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -298746.937500 Penalty: 2631.069336
	Iteration 30Q: 3 clusters Score -298746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -298746.875000 Penalty: 2631.069336
	Iteration 31Q: 3 clusters Score -298746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -298747.750000 Penalty: 2631.069336
	Iteration 32Q: 3 clusters Score -298747.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -298748.000000 Penalty: 2631.069336
	Iteration 33Q: 3 clusters Score -298748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -298748.000000 Penalty: 2631.069336
	Iteration 34F: 3 clusters Score -298748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -642397.250000 Penalty: 1444.512573
	Iteration 0F: 2 clusters Score -642397.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -636995.000000 Penalty: 2889.025146
	Iteration 0F: 3 clusters Score -636995 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -638703.937500 Penalty: 2889.025146
	Iteration 1F: 3 clusters Score -638703.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -639063.000000 Penalty: 2889.025146
	Iteration 2F: 3 clusters Score -639063 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -639372.812500 Penalty: 2889.025146
	Iteration 3F: 3 clusters Score -639372.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -639679.000000 Penalty: 2889.025146
	Iteration 4F: 3 clusters Score -639679 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -639960.750000 Penalty: 2889.025146
	Iteration 5F: 3 clusters Score -639960.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -640181.625000 Penalty: 2889.025146
	Iteration 6Q: 3 clusters Score -640181.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -640418.000000 Penalty: 2889.025146
	Iteration 7Q: 3 clusters Score -640418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -640641.187500 Penalty: 2889.025146
	Iteration 8Q: 3 clusters Score -640641.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -640807.375000 Penalty: 2889.025146
	Iteration 9Q: 3 clusters Score -640807.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -640950.750000 Penalty: 2889.025146
	Iteration 10Q: 3 clusters Score -640950.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -641046.500000 Penalty: 2889.025146
	Iteration 11Q: 3 clusters Score -641046.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -641109.687500 Penalty: 2889.025146
	Iteration 12Q: 3 clusters Score -641109.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -641164.500000 Penalty: 2889.025146
	Iteration 13Q: 3 clusters Score -641164.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -641204.750000 Penalty: 2889.025146
	Iteration 14Q: 3 clusters Score -641204.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -641236.250000 Penalty: 2889.025146
	Iteration 15Q: 3 clusters Score -641236.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -641268.562500 Penalty: 2889.025146
	Iteration 16Q: 3 clusters Score -641268.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -641288.812500 Penalty: 2889.025146
	Iteration 17Q: 3 clusters Score -641288.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -641307.250000 Penalty: 2889.025146
	Iteration 18Q: 3 clusters Score -641307.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -641326.687500 Penalty: 2889.025146
	Iteration 19Q: 3 clusters Score -641326.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -641339.062500 Penalty: 2889.025146
	Iteration 20F: 3 clusters Score -641339.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -641350.750000 Penalty: 2889.025146
	Iteration 21Q: 3 clusters Score -641350.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -641357.937500 Penalty: 2889.025146
	Iteration 22Q: 3 clusters Score -641357.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -641367.437500 Penalty: 2889.025146
	Iteration 23Q: 3 clusters Score -641367.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -641376.750000 Penalty: 2889.025146
	Iteration 24Q: 3 clusters Score -641376.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -641387.125000 Penalty: 2889.025146
	Iteration 25Q: 3 clusters Score -641387.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -641392.187500 Penalty: 2889.025146
	Iteration 26Q: 3 clusters Score -641392.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -641401.125000 Penalty: 2889.025146
	Iteration 27Q: 3 clusters Score -641401.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -641406.875000 Penalty: 2889.025146
	Iteration 28Q: 3 clusters Score -641406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -641412.187500 Penalty: 2889.025146
	Iteration 29Q: 3 clusters Score -641412.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -641415.500000 Penalty: 2889.025146
	Iteration 30Q: 3 clusters Score -641415.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -641418.312500 Penalty: 2889.025146
	Iteration 31Q: 3 clusters Score -641418.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -641418.812500 Penalty: 2889.025146
	Iteration 32Q: 3 clusters Score -641418.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -641424.812500 Penalty: 2889.025146
	Iteration 33Q: 3 clusters Score -641424.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -641427.125000 Penalty: 2889.025146
	Iteration 34Q: 3 clusters Score -641427.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -641431.625000 Penalty: 2889.025146
	Iteration 35Q: 3 clusters Score -641431.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -641435.125000 Penalty: 2889.025146
	Iteration 36Q: 3 clusters Score -641435.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -641438.812500 Penalty: 2889.025146
	Iteration 37Q: 3 clusters Score -641438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -641441.875000 Penalty: 2889.025146
	Iteration 38Q: 3 clusters Score -641441.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -641442.875000 Penalty: 2889.025146
	Iteration 39Q: 3 clusters Score -641442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -641444.437500 Penalty: 2889.025146
	Iteration 40F: 3 clusters Score -641444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -641447.437500 Penalty: 2889.025146
	Iteration 41Q: 3 clusters Score -641447.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -641447.875000 Penalty: 2889.025146
	Iteration 42Q: 3 clusters Score -641447.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -641448.687500 Penalty: 2889.025146
	Iteration 43Q: 3 clusters Score -641448.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -641448.437500 Penalty: 2889.025146
	Iteration 44Q: 3 clusters Score -641448.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -641450.062500 Penalty: 2889.025146
	Iteration 45Q: 3 clusters Score -641450.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -641450.187500 Penalty: 2889.025146
	Iteration 46Q: 3 clusters Score -641450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -641450.687500 Penalty: 2889.025146
	Iteration 47Q: 3 clusters Score -641450.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -641450.687500 Penalty: 2889.025146
	Iteration 48F: 3 clusters Score -641450.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Entering Unmasked Estep 
Score: -500171.375000 Penalty: 1400.650635
	Iteration 0F: 2 clusters Score -500171.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -495889.593750 Penalty: 2801.301270
	Iteration 0F: 3 clusters Score -495889.6 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -497322.062500 Penalty: 2801.301270
	Iteration 1F: 3 clusters Score -497322.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -497762.656250 Penalty: 2801.301270
	Iteration 2F: 3 clusters Score -497762.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -498219.937500 Penalty: 2801.301270
	Iteration 3F: 3 clusters Score -498219.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -498585.156250 Penalty: 2801.301270
	Iteration 4F: 3 clusters Score -498585.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -498887.406250 Penalty: 2801.301270
	Iteration 5F: 3 clusters Score -498887.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -499101.281250 Penalty: 2801.301270
	Iteration 6F: 3 clusters Score -499101.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -499251.968750 Penalty: 2801.301270
	Iteration 7Q: 3 clusters Score -499252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -499358.687500 Penalty: 2801.301270
	Iteration 8Q: 3 clusters Score -499358.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -499434.281250 Penalty: 2801.301270
	Iteration 9Q: 3 clusters Score -499434.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -499484.625000 Penalty: 2801.301270
	Iteration 10Q: 3 clusters Score -499484.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -499526.531250 Penalty: 2801.301270
	Iteration 11Q: 3 clusters Score -499526.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -499574.406250 Penalty: 2801.301270
	Iteration 12Q: 3 clusters Score -499574.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -499614.468750 Penalty: 2801.301270
	Iteration 13Q: 3 clusters Score -499614.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -499655.531250 Penalty: 2801.301270
	Iteration 14Q: 3 clusters Score -499655.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -499684.468750 Penalty: 2801.301270
	Iteration 15Q: 3 clusters Score -499684.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -499709.843750 Penalty: 2801.301270
	Iteration 16Q: 3 clusters Score -499709.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -499722.531250 Penalty: 2801.301270
	Iteration 17Q: 3 clusters Score -499722.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -499731.937500 Penalty: 2801.301270
	Iteration 18Q: 3 clusters Score -499731.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -499736.437500 Penalty: 2801.301270
	Iteration 19Q: 3 clusters Score -499736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -499739.718750 Penalty: 2801.301270
	Iteration 20F: 3 clusters Score -499739.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -499742.812500 Penalty: 2801.301270
	Iteration 21Q: 3 clusters Score -499742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -499745.750000 Penalty: 2801.301270
	Iteration 22Q: 3 clusters Score -499745.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -499747.312500 Penalty: 2801.301270
	Iteration 23Q: 3 clusters Score -499747.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -499749.281250 Penalty: 2801.301270
	Iteration 24Q: 3 clusters Score -499749.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -499749.093750 Penalty: 2801.301270
	Iteration 25Q: 3 clusters Score -499749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -499749.968750 Penalty: 2801.301270
	Iteration 26Q: 3 clusters Score -499750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -499752.812500 Penalty: 2801.301270
	Iteration 27Q: 3 clusters Score -499752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -499753.187500 Penalty: 2801.301270
	Iteration 28Q: 3 clusters Score -499753.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -499754.218750 Penalty: 2801.301270
	Iteration 29Q: 3 clusters Score -499754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -499755.281250 Penalty: 2801.301270
	Iteration 30Q: 3 clusters Score -499755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -499755.656250 Penalty: 2801.301270
	Iteration 31Q: 3 clusters Score -499755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -499757.031250 Penalty: 2801.301270
	Iteration 32Q: 3 clusters Score -499757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -499758.906250 Penalty: 2801.301270
	Iteration 33Q: 3 clusters Score -499758.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -499760.812500 Penalty: 2801.301270
	Iteration 34Q: 3 clusters Score -499760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -499760.500000 Penalty: 2801.301270
	Iteration 35Q: 3 clusters Score -499760.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -499760.500000 Penalty: 2801.301270
	Iteration 36F: 3 clusters Score -499760.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Entering Unmasked Estep 
Score: -449942.781250 Penalty: 1384.433472
	Iteration 0F: 2 clusters Score -449942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -445907.968750 Penalty: 2768.866943
	Iteration 0F: 3 clusters Score -445908 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -447027.218750 Penalty: 2768.866943
	Iteration 1F: 3 clusters Score -447027.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -447281.156250 Penalty: 2768.866943
	Iteration 2F: 3 clusters Score -447281.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -447476.906250 Penalty: 2768.866943
	Iteration 3F: 3 clusters Score -447476.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -447626.375000 Penalty: 2768.866943
	Iteration 4Q: 3 clusters Score -447626.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -447768.000000 Penalty: 2768.866943
	Iteration 5Q: 3 clusters Score -447768 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -447896.781250 Penalty: 2768.866943
	Iteration 6Q: 3 clusters Score -447896.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -448007.468750 Penalty: 2768.866943
	Iteration 7Q: 3 clusters Score -448007.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -448129.250000 Penalty: 2768.866943
	Iteration 8Q: 3 clusters Score -448129.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -448233.562500 Penalty: 2768.866943
	Iteration 9Q: 3 clusters Score -448233.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -448312.906250 Penalty: 2768.866943
	Iteration 10Q: 3 clusters Score -448312.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -448384.625000 Penalty: 2768.866943
	Iteration 11Q: 3 clusters Score -448384.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -448437.906250 Penalty: 2768.866943
	Iteration 12Q: 3 clusters Score -448437.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -448474.250000 Penalty: 2768.866943
	Iteration 13Q: 3 clusters Score -448474.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -448508.781250 Penalty: 2768.866943
	Iteration 14Q: 3 clusters Score -448508.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -448538.312500 Penalty: 2768.866943
	Iteration 15Q: 3 clusters Score -448538.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -448558.312500 Penalty: 2768.866943
	Iteration 16Q: 3 clusters Score -448558.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -448572.875000 Penalty: 2768.866943
	Iteration 17Q: 3 clusters Score -448572.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -448588.218750 Penalty: 2768.866943
	Iteration 18Q: 3 clusters Score -448588.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -448602.625000 Penalty: 2768.866943
	Iteration 19Q: 3 clusters Score -448602.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -448617.125000 Penalty: 2768.866943
	Iteration 20F: 3 clusters Score -448617.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -448630.906250 Penalty: 2768.866943
	Iteration 21Q: 3 clusters Score -448630.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -448646.281250 Penalty: 2768.866943
	Iteration 22Q: 3 clusters Score -448646.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -448654.875000 Penalty: 2768.866943
	Iteration 23Q: 3 clusters Score -448654.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -448664.093750 Penalty: 2768.866943
	Iteration 24Q: 3 clusters Score -448664.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -448672.312500 Penalty: 2768.866943
	Iteration 25Q: 3 clusters Score -448672.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -448679.031250 Penalty: 2768.866943
	Iteration 26Q: 3 clusters Score -448679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -448689.687500 Penalty: 2768.866943
	Iteration 27Q: 3 clusters Score -448689.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -448697.031250 Penalty: 2768.866943
	Iteration 28Q: 3 clusters Score -448697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -448705.718750 Penalty: 2768.866943
	Iteration 29Q: 3 clusters Score -448705.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -448712.437500 Penalty: 2768.866943
	Iteration 30Q: 3 clusters Score -448712.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -448719.218750 Penalty: 2768.866943
	Iteration 31Q: 3 clusters Score -448719.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -448726.218750 Penalty: 2768.866943
	Iteration 32Q: 3 clusters Score -448726.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -448736.937500 Penalty: 2768.866943
	Iteration 33Q: 3 clusters Score -448736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -448746.093750 Penalty: 2768.866943
	Iteration 34Q: 3 clusters Score -448746.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -448753.187500 Penalty: 2768.866943
	Iteration 35Q: 3 clusters Score -448753.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -448760.687500 Penalty: 2768.866943
	Iteration 36Q: 3 clusters Score -448760.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -448766.812500 Penalty: 2768.866943
	Iteration 37Q: 3 clusters Score -448766.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -448771.812500 Penalty: 2768.866943
	Iteration 38Q: 3 clusters Score -448771.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -448776.656250 Penalty: 2768.866943
	Iteration 39Q: 3 clusters Score -448776.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -448779.000000 Penalty: 2768.866943
	Iteration 40F: 3 clusters Score -448779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -448782.812500 Penalty: 2768.866943
	Iteration 41Q: 3 clusters Score -448782.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -448783.781250 Penalty: 2768.866943
	Iteration 42Q: 3 clusters Score -448783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -448785.937500 Penalty: 2768.866943
	Iteration 43Q: 3 clusters Score -448785.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -448785.468750 Penalty: 2768.866943
	Iteration 44Q: 3 clusters Score -448785.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -448786.156250 Penalty: 2768.866943
	Iteration 45Q: 3 clusters Score -448786.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -448785.687500 Penalty: 2768.866943
	Iteration 46Q: 3 clusters Score -448785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -448786.562500 Penalty: 2768.866943
	Iteration 47Q: 3 clusters Score -448786.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -448787.281250 Penalty: 2768.866943
	Iteration 48Q: 3 clusters Score -448787.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -448786.375000 Penalty: 2768.866943
	Iteration 49Q: 3 clusters Score -448786.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -448787.625000 Penalty: 2768.866943
	Iteration 50Q: 3 clusters Score -448787.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -448788.718750 Penalty: 2768.866943
	Iteration 51Q: 3 clusters Score -448788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -448788.656250 Penalty: 2768.866943
	Iteration 52Q: 3 clusters Score -448788.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -448790.750000 Penalty: 2768.866943
	Iteration 53Q: 3 clusters Score -448790.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -448792.125000 Penalty: 2768.866943
	Iteration 54Q: 3 clusters Score -448792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -448792.187500 Penalty: 2768.866943
	Iteration 55Q: 3 clusters Score -448792.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -448793.406250 Penalty: 2768.866943
	Iteration 56Q: 3 clusters Score -448793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -448794.812500 Penalty: 2768.866943
	Iteration 57Q: 3 clusters Score -448794.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -448797.437500 Penalty: 2768.866943
	Iteration 58Q: 3 clusters Score -448797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -448798.531250 Penalty: 2768.866943
	Iteration 59Q: 3 clusters Score -448798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -448802.500000 Penalty: 2768.866943
	Iteration 60F: 3 clusters Score -448802.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -448806.718750 Penalty: 2768.866943
	Iteration 61Q: 3 clusters Score -448806.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -448809.593750 Penalty: 2768.866943
	Iteration 62Q: 3 clusters Score -448809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -448812.500000 Penalty: 2768.866943
	Iteration 63Q: 3 clusters Score -448812.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -448815.156250 Penalty: 2768.866943
	Iteration 64Q: 3 clusters Score -448815.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -448816.812500 Penalty: 2768.866943
	Iteration 65Q: 3 clusters Score -448816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -448820.093750 Penalty: 2768.866943
	Iteration 66Q: 3 clusters Score -448820.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -448823.875000 Penalty: 2768.866943
	Iteration 67Q: 3 clusters Score -448823.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -448831.312500 Penalty: 2768.866943
	Iteration 68Q: 3 clusters Score -448831.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -448836.375000 Penalty: 2768.866943
	Iteration 69Q: 3 clusters Score -448836.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -448839.625000 Penalty: 2768.866943
	Iteration 70Q: 3 clusters Score -448839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -448842.593750 Penalty: 2768.866943
	Iteration 71Q: 3 clusters Score -448842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -448842.468750 Penalty: 2768.866943
	Iteration 72Q: 3 clusters Score -448842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -448843.656250 Penalty: 2768.866943
	Iteration 73Q: 3 clusters Score -448843.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -448843.781250 Penalty: 2768.866943
	Iteration 74Q: 3 clusters Score -448843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -448843.656250 Penalty: 2768.866943
	Iteration 75Q: 3 clusters Score -448843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -448844.593750 Penalty: 2768.866943
	Iteration 76Q: 3 clusters Score -448844.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -448846.000000 Penalty: 2768.866943
	Iteration 77Q: 3 clusters Score -448846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -448847.562500 Penalty: 2768.866943
	Iteration 78Q: 3 clusters Score -448847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -448847.218750 Penalty: 2768.866943
	Iteration 79Q: 3 clusters Score -448847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -448847.531250 Penalty: 2768.866943
	Iteration 80F: 3 clusters Score -448847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Entering Unmasked Estep 
Score: -94669.117188 Penalty: 1156.282104
	Iteration 0F: 2 clusters Score -94669.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -93158.210938 Penalty: 2312.564209
	Iteration 0F: 3 clusters Score -93158.21 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -93696.382812 Penalty: 2312.564209
	Iteration 1F: 3 clusters Score -93696.38 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93880.640625 Penalty: 2312.564209
	Iteration 2F: 3 clusters Score -93880.64 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93976.507812 Penalty: 2312.564209
	Iteration 3F: 3 clusters Score -93976.51 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94029.140625 Penalty: 2312.564209
	Iteration 4Q: 3 clusters Score -94029.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94072.851562 Penalty: 2312.564209
	Iteration 5Q: 3 clusters Score -94072.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -94137.789062 Penalty: 2312.564209
	Iteration 6Q: 3 clusters Score -94137.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -94170.695312 Penalty: 2312.564209
	Iteration 7Q: 3 clusters Score -94170.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94206.320312 Penalty: 2312.564209
	Iteration 8Q: 3 clusters Score -94206.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -94234.046875 Penalty: 2312.564209
	Iteration 9Q: 3 clusters Score -94234.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -94247.351562 Penalty: 2312.564209
	Iteration 10Q: 3 clusters Score -94247.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94256.835938 Penalty: 2312.564209
	Iteration 11Q: 3 clusters Score -94256.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -94262.664062 Penalty: 2312.564209
	Iteration 12Q: 3 clusters Score -94262.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -94267.429688 Penalty: 2312.564209
	Iteration 13Q: 3 clusters Score -94267.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94268.617188 Penalty: 2312.564209
	Iteration 14Q: 3 clusters Score -94268.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94269.226562 Penalty: 2312.564209
	Iteration 15Q: 3 clusters Score -94269.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -94270.125000 Penalty: 2312.564209
	Iteration 16Q: 3 clusters Score -94270.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94273.875000 Penalty: 2312.564209
	Iteration 17Q: 3 clusters Score -94273.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -94275.546875 Penalty: 2312.564209
	Iteration 18Q: 3 clusters Score -94275.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94277.234375 Penalty: 2312.564209
	Iteration 19Q: 3 clusters Score -94277.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -94277.234375 Penalty: 2312.564209
	Iteration 20F: 3 clusters Score -94277.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Entering Unmasked Estep 
Score: -445595.500000 Penalty: 1378.288208
	Iteration 0F: 2 clusters Score -445595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -441746.968750 Penalty: 2756.576416
	Iteration 0F: 3 clusters Score -441747 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -442861.125000 Penalty: 2756.576416
	Iteration 1F: 3 clusters Score -442861.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -443037.406250 Penalty: 2756.576416
	Iteration 2F: 3 clusters Score -443037.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -443167.343750 Penalty: 2756.576416
	Iteration 3Q: 3 clusters Score -443167.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -443298.531250 Penalty: 2756.576416
	Iteration 4Q: 3 clusters Score -443298.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -443419.250000 Penalty: 2756.576416
	Iteration 5Q: 3 clusters Score -443419.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -443540.687500 Penalty: 2756.576416
	Iteration 6Q: 3 clusters Score -443540.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -443658.031250 Penalty: 2756.576416
	Iteration 7Q: 3 clusters Score -443658 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -443745.218750 Penalty: 2756.576416
	Iteration 8Q: 3 clusters Score -443745.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -443856.437500 Penalty: 2756.576416
	Iteration 9Q: 3 clusters Score -443856.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -443954.187500 Penalty: 2756.576416
	Iteration 10Q: 3 clusters Score -443954.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -444046.937500 Penalty: 2756.576416
	Iteration 11Q: 3 clusters Score -444046.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -444144.531250 Penalty: 2756.576416
	Iteration 12Q: 3 clusters Score -444144.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -444220.843750 Penalty: 2756.576416
	Iteration 13Q: 3 clusters Score -444220.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -444290.781250 Penalty: 2756.576416
	Iteration 14Q: 3 clusters Score -444290.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -444348.718750 Penalty: 2756.576416
	Iteration 15Q: 3 clusters Score -444348.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -444395.000000 Penalty: 2756.576416
	Iteration 16Q: 3 clusters Score -444395 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -444422.343750 Penalty: 2756.576416
	Iteration 17Q: 3 clusters Score -444422.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -444439.218750 Penalty: 2756.576416
	Iteration 18Q: 3 clusters Score -444439.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -444446.062500 Penalty: 2756.576416
	Iteration 19Q: 3 clusters Score -444446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -444452.687500 Penalty: 2756.576416
	Iteration 20F: 3 clusters Score -444452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -444455.125000 Penalty: 2756.576416
	Iteration 21Q: 3 clusters Score -444455.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -444457.250000 Penalty: 2756.576416
	Iteration 22Q: 3 clusters Score -444457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -444459.875000 Penalty: 2756.576416
	Iteration 23Q: 3 clusters Score -444459.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -444461.687500 Penalty: 2756.576416
	Iteration 24Q: 3 clusters Score -444461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -444462.531250 Penalty: 2756.576416
	Iteration 25Q: 3 clusters Score -444462.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -444462.531250 Penalty: 2756.576416
	Iteration 26F: 3 clusters Score -444462.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (72085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72085 members 
Entering Unmasked Estep 
Score: -6674938.500000 Penalty: 1817.660156
	Iteration 0F: 2 clusters Score -6674938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -6626979.500000 Penalty: 3635.320312
	Iteration 0F: 3 clusters Score -6626980 nChanged 34497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -6647037.000000 Penalty: 3635.320312
	Iteration 1F: 3 clusters Score -6647037 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -6648230.000000 Penalty: 3635.320312
	Iteration 2Q: 3 clusters Score -6648230 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -6650192.500000 Penalty: 3635.320312
	Iteration 3F: 3 clusters Score -6650192 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44615 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6653036.000000 Penalty: 3635.320312
	Iteration 4F: 3 clusters Score -6653036 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48163 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6656572.000000 Penalty: 3635.320312
	Iteration 5F: 3 clusters Score -6656572 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51878 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -6660520.500000 Penalty: 3635.320312
	Iteration 6F: 3 clusters Score -6660520 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6663865.000000 Penalty: 3635.320312
	Iteration 7F: 3 clusters Score -6663865 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -6666347.000000 Penalty: 3635.320312
	Iteration 8Q: 3 clusters Score -6666347 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -6667973.000000 Penalty: 3635.320312
	Iteration 9Q: 3 clusters Score -6667973 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61347 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -6668924.000000 Penalty: 3635.320312
	Iteration 10Q: 3 clusters Score -6668924 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62628 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -6669591.500000 Penalty: 3635.320312
	Iteration 11Q: 3 clusters Score -6669592 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63764 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -6670144.000000 Penalty: 3635.320312
	Iteration 12Q: 3 clusters Score -6670144 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -6670645.500000 Penalty: 3635.320312
	Iteration 13Q: 3 clusters Score -6670646 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -6671169.500000 Penalty: 3635.320312
	Iteration 14Q: 3 clusters Score -6671170 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66716 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -6671588.000000 Penalty: 3635.320312
	Iteration 15Q: 3 clusters Score -6671588 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67450 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -6671952.000000 Penalty: 3635.320312
	Iteration 16Q: 3 clusters Score -6671952 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68081 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6672311.000000 Penalty: 3635.320312
	Iteration 17Q: 3 clusters Score -6672311 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68581 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -6672552.000000 Penalty: 3635.320312
	Iteration 18Q: 3 clusters Score -6672552 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69036 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -6672778.500000 Penalty: 3635.320312
	Iteration 19Q: 3 clusters Score -6672778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69409 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -6672986.000000 Penalty: 3635.320312
	Iteration 20F: 3 clusters Score -6672986 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69710 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6673128.500000 Penalty: 3635.320312
	Iteration 21Q: 3 clusters Score -6673128 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6673247.500000 Penalty: 3635.320312
	Iteration 22Q: 3 clusters Score -6673248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70157 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6673302.000000 Penalty: 3635.320312
	Iteration 23Q: 3 clusters Score -6673302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70304 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6673363.500000 Penalty: 3635.320312
	Iteration 24Q: 3 clusters Score -6673364 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70410 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6673400.000000 Penalty: 3635.320312
	Iteration 25Q: 3 clusters Score -6673400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70493 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6673454.000000 Penalty: 3635.320312
	Iteration 26Q: 3 clusters Score -6673454 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70563 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -6673469.000000 Penalty: 3635.320312
	Iteration 27Q: 3 clusters Score -6673469 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70616 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6673484.000000 Penalty: 3635.320312
	Iteration 28Q: 3 clusters Score -6673484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70661 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -6673509.500000 Penalty: 3635.320312
	Iteration 29Q: 3 clusters Score -6673510 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70695 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6673520.000000 Penalty: 3635.320312
	Iteration 30Q: 3 clusters Score -6673520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70730 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -6673541.500000 Penalty: 3635.320312
	Iteration 31Q: 3 clusters Score -6673542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70757 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -6673556.000000 Penalty: 3635.320312
	Iteration 32Q: 3 clusters Score -6673556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70786 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6673556.000000 Penalty: 3635.320312
	Iteration 33Q: 3 clusters Score -6673556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70809 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -6673569.000000 Penalty: 3635.320312
	Iteration 34Q: 3 clusters Score -6673569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70835 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6673580.500000 Penalty: 3635.320312
	Iteration 35Q: 3 clusters Score -6673580 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70862 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -6673590.000000 Penalty: 3635.320312
	Iteration 36Q: 3 clusters Score -6673590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6673585.500000 Penalty: 3635.320312
	Iteration 37Q: 3 clusters Score -6673586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6673594.500000 Penalty: 3635.320312
	Iteration 38Q: 3 clusters Score -6673594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70890 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6673601.500000 Penalty: 3635.320312
	Iteration 39Q: 3 clusters Score -6673602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70898 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6673599.500000 Penalty: 3635.320312
	Iteration 40F: 3 clusters Score -6673600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -6673605.500000 Penalty: 3635.320312
	Iteration 41Q: 3 clusters Score -6673606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6673610.000000 Penalty: 3635.320312
	Iteration 42Q: 3 clusters Score -6673610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70913 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6673611.000000 Penalty: 3635.320312
	Iteration 43Q: 3 clusters Score -6673611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6673610.500000 Penalty: 3635.320312
	Iteration 44Q: 3 clusters Score -6673610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70924 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6673619.500000 Penalty: 3635.320312
	Iteration 45Q: 3 clusters Score -6673620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70931 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6673623.500000 Penalty: 3635.320312
	Iteration 46Q: 3 clusters Score -6673624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70934 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -6673624.500000 Penalty: 3635.320312
	Iteration 47Q: 3 clusters Score -6673624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6673622.000000 Penalty: 3635.320312
	Iteration 48Q: 3 clusters Score -6673622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70932 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6673628.500000 Penalty: 3635.320312
	Iteration 49Q: 3 clusters Score -6673628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70933 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6673627.500000 Penalty: 3635.320312
	Iteration 50Q: 3 clusters Score -6673628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70935 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6673624.000000 Penalty: 3635.320312
	Iteration 51Q: 3 clusters Score -6673624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70937 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6673628.000000 Penalty: 3635.320312
	Iteration 52Q: 3 clusters Score -6673628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70938 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -6673631.500000 Penalty: 3635.320312
	Iteration 53Q: 3 clusters Score -6673632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6673631.500000 Penalty: 3635.320312
	Iteration 54Q: 3 clusters Score -6673632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6673631.500000 Penalty: 3635.320312
	Iteration 55F: 3 clusters Score -6673632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8563 members 
Mstep: Class 3 contains 3074 members 
Mstep: Class 4 contains 22650 members 
Mstep: Class 5 contains 1107 members 
Mstep: Class 6 contains 4783 members 
Mstep: Class 8 contains 754 members 
Mstep: Class 9 contains 35046 members 
Mstep: Class 12 contains 3809 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 15 contains 16843 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 5538 members 
Mstep: Class 21 contains 5012 members 
Mstep: Class 22 contains 1231 members 
Mstep: Class 23 contains 4826 members 
Mstep: Class 24 contains 72085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24807152.000000 Penalty: 48939.738281
Iteration 39Q: 25 clusters Score -2.480715e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 8575 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 22533 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 6 contains 4903 members 
Mstep: Class 7 contains 21903 members 
Mstep: Class 8 contains 761 members 
Mstep: Class 9 contains 34762 members 
Mstep: Class 10 contains 19698 members 
Mstep: Class 11 contains 11623 members 
Mstep: Class 12 contains 3779 members 
Mstep: Class 13 contains 3335 members 
Mstep: Class 14 contains 1453 members 
Mstep: Class 15 contains 16766 members 
Mstep: Class 16 contains 5137 members 
Mstep: Class 17 contains 20623 members 
Mstep: Class 18 contains 3395 members 
Mstep: Class 19 contains 7223 members 
Mstep: Class 20 contains 5521 members 
Mstep: Class 21 contains 5065 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4843 members 
Mstep: Class 24 contains 72111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24809836.000000 Penalty: 48939.738281
Iteration 40F: 25 clusters Score -2.480984e+07 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 8416 members 
Mstep: Class 3 contains 3112 members 
Mstep: Class 4 contains 22292 members 
Mstep: Class 5 contains 1500 members 
Mstep: Class 6 contains 4597 members 
Mstep: Class 7 contains 23132 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 34495 members 
Mstep: Class 10 contains 19848 members 
Mstep: Class 11 contains 11808 members 
Mstep: Class 12 contains 3735 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 16583 members 
Mstep: Class 16 contains 5161 members 
Mstep: Class 17 contains 20390 members 
Mstep: Class 18 contains 3556 members 
Mstep: Class 19 contains 7191 members 
Mstep: Class 20 contains 5508 members 
Mstep: Class 21 contains 5099 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4843 members 
Mstep: Class 24 contains 71344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24811352.000000 Penalty: 48939.738281
Iteration 41Q: 25 clusters Score -2.481135e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 8327 members 
Mstep: Class 3 contains 3127 members 
Mstep: Class 4 contains 22232 members 
Mstep: Class 5 contains 1652 members 
Mstep: Class 6 contains 4409 members 
Mstep: Class 7 contains 23824 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 34250 members 
Mstep: Class 10 contains 19946 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 3742 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 1964 members 
Mstep: Class 15 contains 16378 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 20263 members 
Mstep: Class 18 contains 3700 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 5513 members 
Mstep: Class 21 contains 5132 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 70860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812328.000000 Penalty: 48939.738281
Iteration 42Q: 25 clusters Score -2.481233e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 8293 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 22154 members 
Mstep: Class 5 contains 1781 members 
Mstep: Class 6 contains 4260 members 
Mstep: Class 7 contains 24374 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 34047 members 
Mstep: Class 10 contains 20047 members 
Mstep: Class 11 contains 11931 members 
Mstep: Class 12 contains 3740 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 16197 members 
Mstep: Class 16 contains 5183 members 
Mstep: Class 17 contains 20139 members 
Mstep: Class 18 contains 3810 members 
Mstep: Class 19 contains 7120 members 
Mstep: Class 20 contains 5527 members 
Mstep: Class 21 contains 5167 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 4852 members 
Mstep: Class 24 contains 70548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24812826.000000 Penalty: 48939.738281
Iteration 43Q: 25 clusters Score -2.481283e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 8287 members 
Mstep: Class 3 contains 3151 members 
Mstep: Class 4 contains 22052 members 
Mstep: Class 5 contains 1879 members 
Mstep: Class 6 contains 4153 members 
Mstep: Class 7 contains 24808 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 33928 members 
Mstep: Class 10 contains 20108 members 
Mstep: Class 11 contains 11946 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 3243 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 16015 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 20049 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 7095 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 5202 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4851 members 
Mstep: Class 24 contains 70287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813296.000000 Penalty: 48939.738281
Iteration 44Q: 25 clusters Score -2.48133e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 3171 members 
Mstep: Class 4 contains 21938 members 
Mstep: Class 5 contains 1963 members 
Mstep: Class 6 contains 4063 members 
Mstep: Class 7 contains 25188 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 33853 members 
Mstep: Class 10 contains 20152 members 
Mstep: Class 11 contains 11942 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 2326 members 
Mstep: Class 15 contains 15811 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 19987 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 7068 members 
Mstep: Class 20 contains 5565 members 
Mstep: Class 21 contains 5222 members 
Mstep: Class 22 contains 1210 members 
Mstep: Class 23 contains 4849 members 
Mstep: Class 24 contains 70074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813702.000000 Penalty: 48939.738281
Iteration 45Q: 25 clusters Score -2.48137e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 3181 members 
Mstep: Class 4 contains 21849 members 
Mstep: Class 5 contains 2030 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 25478 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 33825 members 
Mstep: Class 10 contains 20180 members 
Mstep: Class 11 contains 11929 members 
Mstep: Class 12 contains 3769 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 15584 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 19998 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 7050 members 
Mstep: Class 20 contains 5596 members 
Mstep: Class 21 contains 5232 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4848 members 
Mstep: Class 24 contains 69893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24813906.000000 Penalty: 48939.738281
Iteration 46Q: 25 clusters Score -2.481391e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8384 members 
Mstep: Class 3 contains 3189 members 
Mstep: Class 4 contains 21769 members 
Mstep: Class 5 contains 2083 members 
Mstep: Class 6 contains 3881 members 
Mstep: Class 7 contains 25740 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 33816 members 
Mstep: Class 10 contains 20203 members 
Mstep: Class 11 contains 11914 members 
Mstep: Class 12 contains 3766 members 
Mstep: Class 13 contains 3245 members 
Mstep: Class 14 contains 2456 members 
Mstep: Class 15 contains 15358 members 
Mstep: Class 16 contains 5198 members 
Mstep: Class 17 contains 20055 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 20 contains 5624 members 
Mstep: Class 21 contains 5244 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 69729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814118.000000 Penalty: 48939.738281
Iteration 47Q: 25 clusters Score -2.481412e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8423 members 
Mstep: Class 3 contains 3197 members 
Mstep: Class 4 contains 21692 members 
Mstep: Class 5 contains 2121 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 25950 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 33803 members 
Mstep: Class 10 contains 20241 members 
Mstep: Class 11 contains 11904 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 3251 members 
Mstep: Class 14 contains 2517 members 
Mstep: Class 15 contains 15135 members 
Mstep: Class 16 contains 5202 members 
Mstep: Class 17 contains 20114 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 7009 members 
Mstep: Class 20 contains 5654 members 
Mstep: Class 21 contains 5254 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4840 members 
Mstep: Class 24 contains 69578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814166.000000 Penalty: 48939.738281
Iteration 48Q: 25 clusters Score -2.481417e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 8472 members 
Mstep: Class 3 contains 3206 members 
Mstep: Class 4 contains 21615 members 
Mstep: Class 5 contains 2157 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 26145 members 
Mstep: Class 8 contains 819 members 
Mstep: Class 9 contains 33798 members 
Mstep: Class 10 contains 20285 members 
Mstep: Class 11 contains 11889 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 2567 members 
Mstep: Class 15 contains 14934 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 20145 members 
Mstep: Class 18 contains 4322 members 
Mstep: Class 19 contains 6992 members 
Mstep: Class 20 contains 5674 members 
Mstep: Class 21 contains 5267 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 69446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814206.000000 Penalty: 48939.738281
Iteration 49Q: 25 clusters Score -2.481421e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8536 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 21533 members 
Mstep: Class 5 contains 2193 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 26328 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 33799 members 
Mstep: Class 10 contains 20305 members 
Mstep: Class 11 contains 11873 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 2606 members 
Mstep: Class 15 contains 14723 members 
Mstep: Class 16 contains 5206 members 
Mstep: Class 17 contains 20188 members 
Mstep: Class 18 contains 4395 members 
Mstep: Class 19 contains 6977 members 
Mstep: Class 20 contains 5700 members 
Mstep: Class 21 contains 5283 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 4837 members 
Mstep: Class 24 contains 69326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814256.000000 Penalty: 48939.738281
Iteration 50Q: 25 clusters Score -2.481426e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8585 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 21461 members 
Mstep: Class 5 contains 2218 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 26487 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 33799 members 
Mstep: Class 10 contains 20324 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2628 members 
Mstep: Class 15 contains 14526 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 20260 members 
Mstep: Class 18 contains 4460 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 5716 members 
Mstep: Class 21 contains 5300 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 69194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814384.000000 Penalty: 48939.738281
Iteration 51Q: 25 clusters Score -2.481438e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 8636 members 
Mstep: Class 3 contains 3229 members 
Mstep: Class 4 contains 21391 members 
Mstep: Class 5 contains 2235 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 26639 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 33824 members 
Mstep: Class 10 contains 20338 members 
Mstep: Class 11 contains 11867 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2646 members 
Mstep: Class 15 contains 14348 members 
Mstep: Class 16 contains 5218 members 
Mstep: Class 17 contains 20322 members 
Mstep: Class 18 contains 4516 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 5735 members 
Mstep: Class 21 contains 5308 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 69077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814510.000000 Penalty: 48939.738281
Iteration 52Q: 25 clusters Score -2.481451e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8694 members 
Mstep: Class 3 contains 3232 members 
Mstep: Class 4 contains 21327 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 26772 members 
Mstep: Class 8 contains 822 members 
Mstep: Class 9 contains 33834 members 
Mstep: Class 10 contains 20359 members 
Mstep: Class 11 contains 11862 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2668 members 
Mstep: Class 15 contains 14210 members 
Mstep: Class 16 contains 5225 members 
Mstep: Class 17 contains 20354 members 
Mstep: Class 18 contains 4564 members 
Mstep: Class 19 contains 6956 members 
Mstep: Class 20 contains 5758 members 
Mstep: Class 21 contains 5318 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 68964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814566.000000 Penalty: 48939.738281
Iteration 53Q: 25 clusters Score -2.481457e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 8748 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 21247 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 26898 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 33852 members 
Mstep: Class 10 contains 20371 members 
Mstep: Class 11 contains 11856 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 20388 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 6950 members 
Mstep: Class 20 contains 5783 members 
Mstep: Class 21 contains 5329 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 68852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814602.000000 Penalty: 48939.738281
Iteration 54Q: 25 clusters Score -2.48146e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 8813 members 
Mstep: Class 3 contains 3240 members 
Mstep: Class 4 contains 21189 members 
Mstep: Class 5 contains 2263 members 
Mstep: Class 6 contains 3523 members 
Mstep: Class 7 contains 26991 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33866 members 
Mstep: Class 10 contains 20392 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2684 members 
Mstep: Class 15 contains 13967 members 
Mstep: Class 16 contains 5232 members 
Mstep: Class 17 contains 20426 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 6943 members 
Mstep: Class 20 contains 5811 members 
Mstep: Class 21 contains 5344 members 
Mstep: Class 22 contains 1213 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 68757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814560.000000 Penalty: 48939.738281
Iteration 55Q: 25 clusters Score -2.481456e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 8862 members 
Mstep: Class 3 contains 3244 members 
Mstep: Class 4 contains 21131 members 
Mstep: Class 5 contains 2272 members 
Mstep: Class 6 contains 3497 members 
Mstep: Class 7 contains 27097 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33895 members 
Mstep: Class 10 contains 20400 members 
Mstep: Class 11 contains 11849 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 13868 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 6937 members 
Mstep: Class 20 contains 5833 members 
Mstep: Class 21 contains 5351 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 68663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814642.000000 Penalty: 48939.738281
Iteration 56Q: 25 clusters Score -2.481464e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8902 members 
Mstep: Class 3 contains 3247 members 
Mstep: Class 4 contains 21078 members 
Mstep: Class 5 contains 2276 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 27188 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33902 members 
Mstep: Class 10 contains 20448 members 
Mstep: Class 11 contains 11847 members 
Mstep: Class 12 contains 3763 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 13792 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 20445 members 
Mstep: Class 18 contains 4684 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 5853 members 
Mstep: Class 21 contains 5355 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 68596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814742.000000 Penalty: 48939.738281
Iteration 57Q: 25 clusters Score -2.481474e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 3256 members 
Mstep: Class 4 contains 21030 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 3435 members 
Mstep: Class 7 contains 27285 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33932 members 
Mstep: Class 10 contains 20472 members 
Mstep: Class 11 contains 11835 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 2699 members 
Mstep: Class 15 contains 13716 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 18 contains 4711 members 
Mstep: Class 19 contains 6914 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 5359 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4834 members 
Mstep: Class 24 contains 68536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814740.000000 Penalty: 48939.738281
Iteration 58Q: 25 clusters Score -2.481474e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 20979 members 
Mstep: Class 5 contains 2294 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 27367 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33954 members 
Mstep: Class 10 contains 20487 members 
Mstep: Class 11 contains 11829 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 13659 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 20443 members 
Mstep: Class 18 contains 4736 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 5886 members 
Mstep: Class 21 contains 5361 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4836 members 
Mstep: Class 24 contains 68478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814772.000000 Penalty: 48939.738281
Iteration 59Q: 25 clusters Score -2.481477e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8986 members 
Mstep: Class 3 contains 3263 members 
Mstep: Class 4 contains 20943 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 27440 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33971 members 
Mstep: Class 10 contains 20503 members 
Mstep: Class 11 contains 11823 members 
Mstep: Class 12 contains 3761 members 
Mstep: Class 13 contains 3264 members 
Mstep: Class 14 contains 2704 members 
Mstep: Class 15 contains 13600 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 4754 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 5909 members 
Mstep: Class 21 contains 5362 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4835 members 
Mstep: Class 24 contains 68419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814904.000000 Penalty: 48939.738281
Iteration 60F: 25 clusters Score -2.48149e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9028 members 
Mstep: Class 3 contains 3270 members 
Mstep: Class 4 contains 20908 members 
Mstep: Class 5 contains 2307 members 
Mstep: Class 6 contains 3359 members 
Mstep: Class 7 contains 27504 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 33989 members 
Mstep: Class 10 contains 20505 members 
Mstep: Class 11 contains 11819 members 
Mstep: Class 12 contains 3756 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 2712 members 
Mstep: Class 15 contains 13536 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 20475 members 
Mstep: Class 18 contains 4783 members 
Mstep: Class 19 contains 6871 members 
Mstep: Class 20 contains 5929 members 
Mstep: Class 21 contains 5363 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 68359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814912.000000 Penalty: 48939.738281
Iteration 61Q: 25 clusters Score -2.481491e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9062 members 
Mstep: Class 3 contains 3272 members 
Mstep: Class 4 contains 20878 members 
Mstep: Class 5 contains 2311 members 
Mstep: Class 6 contains 3331 members 
Mstep: Class 7 contains 27560 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34003 members 
Mstep: Class 10 contains 20518 members 
Mstep: Class 11 contains 11813 members 
Mstep: Class 12 contains 3766 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 2716 members 
Mstep: Class 15 contains 13453 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 20473 members 
Mstep: Class 18 contains 4829 members 
Mstep: Class 19 contains 6857 members 
Mstep: Class 20 contains 5947 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 68322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814910.000000 Penalty: 48939.738281
Iteration 62Q: 25 clusters Score -2.481491e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9108 members 
Mstep: Class 3 contains 3274 members 
Mstep: Class 4 contains 20843 members 
Mstep: Class 5 contains 2312 members 
Mstep: Class 6 contains 3310 members 
Mstep: Class 7 contains 27616 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34004 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 11808 members 
Mstep: Class 12 contains 3770 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 2720 members 
Mstep: Class 15 contains 13365 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 4872 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 5960 members 
Mstep: Class 21 contains 5367 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 68289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814990.000000 Penalty: 48939.738281
Iteration 63Q: 25 clusters Score -2.481499e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 9144 members 
Mstep: Class 3 contains 3275 members 
Mstep: Class 4 contains 20813 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 3282 members 
Mstep: Class 7 contains 27672 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34011 members 
Mstep: Class 10 contains 20525 members 
Mstep: Class 11 contains 11807 members 
Mstep: Class 12 contains 3771 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 13289 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 20478 members 
Mstep: Class 18 contains 4910 members 
Mstep: Class 19 contains 6855 members 
Mstep: Class 20 contains 5977 members 
Mstep: Class 21 contains 5371 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4830 members 
Mstep: Class 24 contains 68251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815002.000000 Penalty: 48939.738281
Iteration 64Q: 25 clusters Score -2.4815e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9178 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 20782 members 
Mstep: Class 5 contains 2322 members 
Mstep: Class 6 contains 3264 members 
Mstep: Class 7 contains 27726 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34020 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 11803 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2728 members 
Mstep: Class 15 contains 13221 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 20474 members 
Mstep: Class 18 contains 4942 members 
Mstep: Class 19 contains 6853 members 
Mstep: Class 20 contains 5992 members 
Mstep: Class 21 contains 5377 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4832 members 
Mstep: Class 24 contains 68204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815090.000000 Penalty: 48939.738281
Iteration 65Q: 25 clusters Score -2.481509e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 9206 members 
Mstep: Class 3 contains 3288 members 
Mstep: Class 4 contains 20749 members 
Mstep: Class 5 contains 2330 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 27767 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34043 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 11799 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 13162 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 18 contains 4977 members 
Mstep: Class 19 contains 6844 members 
Mstep: Class 20 contains 6001 members 
Mstep: Class 21 contains 5379 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 68177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815034.000000 Penalty: 48939.738281
Iteration 66Q: 25 clusters Score -2.481503e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9235 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 20732 members 
Mstep: Class 5 contains 2335 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 27798 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34055 members 
Mstep: Class 10 contains 20530 members 
Mstep: Class 11 contains 11797 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 2737 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 20453 members 
Mstep: Class 18 contains 5008 members 
Mstep: Class 19 contains 6839 members 
Mstep: Class 20 contains 6008 members 
Mstep: Class 21 contains 5384 members 
Mstep: Class 22 contains 1211 members 
Mstep: Class 23 contains 4832 members 
Mstep: Class 24 contains 68135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814972.000000 Penalty: 48939.738281
Iteration 67Q: 25 clusters Score -2.481497e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9266 members 
Mstep: Class 3 contains 3303 members 
Mstep: Class 4 contains 20715 members 
Mstep: Class 5 contains 2345 members 
Mstep: Class 6 contains 3236 members 
Mstep: Class 7 contains 27822 members 
Mstep: Class 8 contains 825 members 
Mstep: Class 9 contains 34062 members 
Mstep: Class 10 contains 20525 members 
Mstep: Class 11 contains 11793 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2742 members 
Mstep: Class 15 contains 13049 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 20451 members 
Mstep: Class 18 contains 5044 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 6015 members 
Mstep: Class 21 contains 5390 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 68103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814978.000000 Penalty: 48939.738281
Iteration 68Q: 25 clusters Score -2.481498e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9287 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 20700 members 
Mstep: Class 5 contains 2354 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 7 contains 27852 members 
Mstep: Class 8 contains 827 members 
Mstep: Class 9 contains 34073 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 11791 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 2743 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 20447 members 
Mstep: Class 18 contains 5068 members 
Mstep: Class 19 contains 6832 members 
Mstep: Class 20 contains 6022 members 
Mstep: Class 21 contains 5392 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 68063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24814960.000000 Penalty: 48939.738281
Iteration 69Q: 25 clusters Score -2.481496e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9312 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 20688 members 
Mstep: Class 5 contains 2357 members 
Mstep: Class 6 contains 3213 members 
Mstep: Class 7 contains 27880 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 34084 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 11787 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 2746 members 
Mstep: Class 15 contains 12968 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 20434 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 6030 members 
Mstep: Class 21 contains 5395 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 68030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815030.000000 Penalty: 48939.738281
Iteration 70Q: 25 clusters Score -2.481503e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9324 members 
Mstep: Class 3 contains 3304 members 
Mstep: Class 4 contains 20681 members 
Mstep: Class 5 contains 2368 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 27912 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 34098 members 
Mstep: Class 10 contains 20533 members 
Mstep: Class 11 contains 11785 members 
Mstep: Class 12 contains 3782 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 12921 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 20432 members 
Mstep: Class 18 contains 5125 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 6034 members 
Mstep: Class 21 contains 5397 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4829 members 
Mstep: Class 24 contains 67999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815016.000000 Penalty: 48939.738281
Iteration 71Q: 25 clusters Score -2.481502e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9340 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 20678 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 3182 members 
Mstep: Class 7 contains 27941 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 34108 members 
Mstep: Class 10 contains 20536 members 
Mstep: Class 11 contains 11781 members 
Mstep: Class 12 contains 3785 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 12874 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20419 members 
Mstep: Class 18 contains 5156 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 6045 members 
Mstep: Class 21 contains 5399 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 67977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815090.000000 Penalty: 48939.738281
Iteration 72Q: 25 clusters Score -2.481509e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9358 members 
Mstep: Class 3 contains 3305 members 
Mstep: Class 4 contains 20656 members 
Mstep: Class 5 contains 2376 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 27975 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 34120 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 11776 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 12830 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20418 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 6826 members 
Mstep: Class 20 contains 6056 members 
Mstep: Class 21 contains 5404 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 67957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815164.000000 Penalty: 48939.738281
Iteration 73Q: 25 clusters Score -2.481516e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9375 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 20641 members 
Mstep: Class 5 contains 2381 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 28002 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 34126 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 11773 members 
Mstep: Class 12 contains 3787 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 12794 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20411 members 
Mstep: Class 18 contains 5206 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 6061 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 67947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815148.000000 Penalty: 48939.738281
Iteration 74Q: 25 clusters Score -2.481515e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9388 members 
Mstep: Class 3 contains 3309 members 
Mstep: Class 4 contains 20627 members 
Mstep: Class 5 contains 2385 members 
Mstep: Class 6 contains 3144 members 
Mstep: Class 7 contains 28027 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34138 members 
Mstep: Class 10 contains 20521 members 
Mstep: Class 11 contains 11771 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 20410 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6825 members 
Mstep: Class 20 contains 6068 members 
Mstep: Class 21 contains 5407 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4827 members 
Mstep: Class 24 contains 67928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815106.000000 Penalty: 48939.738281
Iteration 75Q: 25 clusters Score -2.481511e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9397 members 
Mstep: Class 3 contains 3313 members 
Mstep: Class 4 contains 20606 members 
Mstep: Class 5 contains 2392 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 28058 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34151 members 
Mstep: Class 10 contains 20518 members 
Mstep: Class 11 contains 11770 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3252 members 
Mstep: Class 14 contains 2748 members 
Mstep: Class 15 contains 12721 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20411 members 
Mstep: Class 18 contains 5273 members 
Mstep: Class 19 contains 6824 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 67903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815150.000000 Penalty: 48939.738281
Iteration 76Q: 25 clusters Score -2.481515e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9407 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 20591 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 3126 members 
Mstep: Class 7 contains 28084 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34160 members 
Mstep: Class 10 contains 20520 members 
Mstep: Class 11 contains 11768 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2749 members 
Mstep: Class 15 contains 12693 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20415 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 6821 members 
Mstep: Class 20 contains 6075 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 1212 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 67879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815186.000000 Penalty: 48939.738281
Iteration 77Q: 25 clusters Score -2.481519e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9415 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 20578 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 28107 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34166 members 
Mstep: Class 10 contains 20524 members 
Mstep: Class 11 contains 11766 members 
Mstep: Class 12 contains 3769 members 
Mstep: Class 13 contains 3253 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12667 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 20409 members 
Mstep: Class 18 contains 5327 members 
Mstep: Class 19 contains 6818 members 
Mstep: Class 20 contains 6081 members 
Mstep: Class 21 contains 5409 members 
Mstep: Class 22 contains 1214 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815206.000000 Penalty: 48939.738281
Iteration 78Q: 25 clusters Score -2.481521e+07 nChanged 162
Entering ConstructFrom: 
Score: -24815206.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (1850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Entering Unmasked Estep 
Score: -154359.593750 Penalty: 1222.477905
	Iteration 0F: 2 clusters Score -154359.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152374.515625 Penalty: 2444.955811
	Iteration 0F: 3 clusters Score -152374.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152868.687500 Penalty: 2444.955811
	Iteration 1F: 3 clusters Score -152868.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -153030.750000 Penalty: 2444.955811
	Iteration 2F: 3 clusters Score -153030.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153177.937500 Penalty: 2444.955811
	Iteration 3F: 3 clusters Score -153177.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153276.000000 Penalty: 2444.955811
	Iteration 4Q: 3 clusters Score -153276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -153338.625000 Penalty: 2444.955811
	Iteration 5Q: 3 clusters Score -153338.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153385.406250 Penalty: 2444.955811
	Iteration 6Q: 3 clusters Score -153385.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -153417.406250 Penalty: 2444.955811
	Iteration 7Q: 3 clusters Score -153417.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -153443.890625 Penalty: 2444.955811
	Iteration 8Q: 3 clusters Score -153443.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -153459.562500 Penalty: 2444.955811
	Iteration 9Q: 3 clusters Score -153459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -153477.546875 Penalty: 2444.955811
	Iteration 10Q: 3 clusters Score -153477.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153511.718750 Penalty: 2444.955811
	Iteration 11Q: 3 clusters Score -153511.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -153540.875000 Penalty: 2444.955811
	Iteration 12Q: 3 clusters Score -153540.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -153566.171875 Penalty: 2444.955811
	Iteration 13Q: 3 clusters Score -153566.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -153590.203125 Penalty: 2444.955811
	Iteration 14Q: 3 clusters Score -153590.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -153604.390625 Penalty: 2444.955811
	Iteration 15Q: 3 clusters Score -153604.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -153616.515625 Penalty: 2444.955811
	Iteration 16Q: 3 clusters Score -153616.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153624.109375 Penalty: 2444.955811
	Iteration 17Q: 3 clusters Score -153624.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -153631.546875 Penalty: 2444.955811
	Iteration 18Q: 3 clusters Score -153631.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -153643.437500 Penalty: 2444.955811
	Iteration 19Q: 3 clusters Score -153643.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153658.953125 Penalty: 2444.955811
	Iteration 20F: 3 clusters Score -153659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -153673.328125 Penalty: 2444.955811
	Iteration 21Q: 3 clusters Score -153673.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -153683.406250 Penalty: 2444.955811
	Iteration 22Q: 3 clusters Score -153683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -153689.281250 Penalty: 2444.955811
	Iteration 23Q: 3 clusters Score -153689.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -153694.609375 Penalty: 2444.955811
	Iteration 24Q: 3 clusters Score -153694.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -153701.593750 Penalty: 2444.955811
	Iteration 25Q: 3 clusters Score -153701.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -153705.937500 Penalty: 2444.955811
	Iteration 26Q: 3 clusters Score -153705.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -153708.078125 Penalty: 2444.955811
	Iteration 27Q: 3 clusters Score -153708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153712.343750 Penalty: 2444.955811
	Iteration 28Q: 3 clusters Score -153712.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153716.843750 Penalty: 2444.955811
	Iteration 29Q: 3 clusters Score -153716.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153721.093750 Penalty: 2444.955811
	Iteration 30Q: 3 clusters Score -153721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -153724.734375 Penalty: 2444.955811
	Iteration 31Q: 3 clusters Score -153724.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153729.546875 Penalty: 2444.955811
	Iteration 32Q: 3 clusters Score -153729.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -153730.843750 Penalty: 2444.955811
	Iteration 33Q: 3 clusters Score -153730.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -153732.109375 Penalty: 2444.955811
	Iteration 34Q: 3 clusters Score -153732.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -153732.828125 Penalty: 2444.955811
	Iteration 35Q: 3 clusters Score -153732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -153733.843750 Penalty: 2444.955811
	Iteration 36Q: 3 clusters Score -153733.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -153735.906250 Penalty: 2444.955811
	Iteration 37Q: 3 clusters Score -153735.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -153738.687500 Penalty: 2444.955811
	Iteration 38Q: 3 clusters Score -153738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -153740.046875 Penalty: 2444.955811
	Iteration 39Q: 3 clusters Score -153740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -153743.468750 Penalty: 2444.955811
	Iteration 40F: 3 clusters Score -153743.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -153747.546875 Penalty: 2444.955811
	Iteration 41Q: 3 clusters Score -153747.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -153749.890625 Penalty: 2444.955811
	Iteration 42Q: 3 clusters Score -153749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -153753.968750 Penalty: 2444.955811
	Iteration 43Q: 3 clusters Score -153754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -153755.593750 Penalty: 2444.955811
	Iteration 44Q: 3 clusters Score -153755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -153757.546875 Penalty: 2444.955811
	Iteration 45Q: 3 clusters Score -153757.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -153758.765625 Penalty: 2444.955811
	Iteration 46Q: 3 clusters Score -153758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -153759.609375 Penalty: 2444.955811
	Iteration 47Q: 3 clusters Score -153759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -153759.609375 Penalty: 2444.955811
	Iteration 48F: 3 clusters Score -153759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Entering Unmasked Estep 
Score: -879941.687500 Penalty: 1487.022583
	Iteration 0F: 2 clusters Score -879941.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -873128.312500 Penalty: 2974.045166
	Iteration 0F: 3 clusters Score -873128.3 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -875259.000000 Penalty: 2974.045166
	Iteration 1F: 3 clusters Score -875259 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -875539.000000 Penalty: 2974.045166
	Iteration 2F: 3 clusters Score -875539 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -875801.062500 Penalty: 2974.045166
	Iteration 3F: 3 clusters Score -875801.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -876095.375000 Penalty: 2974.045166
	Iteration 4F: 3 clusters Score -876095.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -876364.250000 Penalty: 2974.045166
	Iteration 5F: 3 clusters Score -876364.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -876629.625000 Penalty: 2974.045166
	Iteration 6Q: 3 clusters Score -876629.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -876891.937500 Penalty: 2974.045166
	Iteration 7Q: 3 clusters Score -876891.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -877111.000000 Penalty: 2974.045166
	Iteration 8Q: 3 clusters Score -877111 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -877317.687500 Penalty: 2974.045166
	Iteration 9Q: 3 clusters Score -877317.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -877498.500000 Penalty: 2974.045166
	Iteration 10Q: 3 clusters Score -877498.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -877665.375000 Penalty: 2974.045166
	Iteration 11Q: 3 clusters Score -877665.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -877783.062500 Penalty: 2974.045166
	Iteration 12Q: 3 clusters Score -877783.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -877876.000000 Penalty: 2974.045166
	Iteration 13Q: 3 clusters Score -877876 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -877932.062500 Penalty: 2974.045166
	Iteration 14Q: 3 clusters Score -877932.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -877972.687500 Penalty: 2974.045166
	Iteration 15Q: 3 clusters Score -877972.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -877994.937500 Penalty: 2974.045166
	Iteration 16Q: 3 clusters Score -877994.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -878012.812500 Penalty: 2974.045166
	Iteration 17Q: 3 clusters Score -878012.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -878029.625000 Penalty: 2974.045166
	Iteration 18Q: 3 clusters Score -878029.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -878043.062500 Penalty: 2974.045166
	Iteration 19Q: 3 clusters Score -878043.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -878055.187500 Penalty: 2974.045166
	Iteration 20F: 3 clusters Score -878055.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -878062.250000 Penalty: 2974.045166
	Iteration 21Q: 3 clusters Score -878062.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -878069.000000 Penalty: 2974.045166
	Iteration 22Q: 3 clusters Score -878069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -878077.250000 Penalty: 2974.045166
	Iteration 23Q: 3 clusters Score -878077.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -878086.687500 Penalty: 2974.045166
	Iteration 24Q: 3 clusters Score -878086.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -878095.187500 Penalty: 2974.045166
	Iteration 25Q: 3 clusters Score -878095.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -878099.875000 Penalty: 2974.045166
	Iteration 26Q: 3 clusters Score -878099.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -878106.312500 Penalty: 2974.045166
	Iteration 27Q: 3 clusters Score -878106.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -878114.625000 Penalty: 2974.045166
	Iteration 28Q: 3 clusters Score -878114.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -878123.812500 Penalty: 2974.045166
	Iteration 29Q: 3 clusters Score -878123.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -878130.062500 Penalty: 2974.045166
	Iteration 30Q: 3 clusters Score -878130.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -878138.875000 Penalty: 2974.045166
	Iteration 31Q: 3 clusters Score -878138.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -878144.437500 Penalty: 2974.045166
	Iteration 32Q: 3 clusters Score -878144.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -878149.062500 Penalty: 2974.045166
	Iteration 33Q: 3 clusters Score -878149.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -878153.062500 Penalty: 2974.045166
	Iteration 34Q: 3 clusters Score -878153.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -878156.062500 Penalty: 2974.045166
	Iteration 35Q: 3 clusters Score -878156.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -878161.125000 Penalty: 2974.045166
	Iteration 36Q: 3 clusters Score -878161.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -878166.562500 Penalty: 2974.045166
	Iteration 37Q: 3 clusters Score -878166.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -878171.125000 Penalty: 2974.045166
	Iteration 38Q: 3 clusters Score -878171.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -878175.687500 Penalty: 2974.045166
	Iteration 39Q: 3 clusters Score -878175.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -878182.562500 Penalty: 2974.045166
	Iteration 40F: 3 clusters Score -878182.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -878189.750000 Penalty: 2974.045166
	Iteration 41Q: 3 clusters Score -878189.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -878194.250000 Penalty: 2974.045166
	Iteration 42Q: 3 clusters Score -878194.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -878199.562500 Penalty: 2974.045166
	Iteration 43Q: 3 clusters Score -878199.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -878202.062500 Penalty: 2974.045166
	Iteration 44Q: 3 clusters Score -878202.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -878205.250000 Penalty: 2974.045166
	Iteration 45Q: 3 clusters Score -878205.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -878210.375000 Penalty: 2974.045166
	Iteration 46Q: 3 clusters Score -878210.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -878216.312500 Penalty: 2974.045166
	Iteration 47Q: 3 clusters Score -878216.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -878217.687500 Penalty: 2974.045166
	Iteration 48Q: 3 clusters Score -878217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -878217.750000 Penalty: 2974.045166
	Iteration 49Q: 3 clusters Score -878217.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -878217.687500 Penalty: 2974.045166
	Iteration 50Q: 3 clusters Score -878217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -878218.812500 Penalty: 2974.045166
	Iteration 51Q: 3 clusters Score -878218.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -878221.625000 Penalty: 2974.045166
	Iteration 52Q: 3 clusters Score -878221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -878224.437500 Penalty: 2974.045166
	Iteration 53Q: 3 clusters Score -878224.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -878225.625000 Penalty: 2974.045166
	Iteration 54Q: 3 clusters Score -878225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -878229.187500 Penalty: 2974.045166
	Iteration 55Q: 3 clusters Score -878229.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -878233.375000 Penalty: 2974.045166
	Iteration 56Q: 3 clusters Score -878233.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -878235.875000 Penalty: 2974.045166
	Iteration 57Q: 3 clusters Score -878235.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -878239.312500 Penalty: 2974.045166
	Iteration 58Q: 3 clusters Score -878239.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -878244.250000 Penalty: 2974.045166
	Iteration 59Q: 3 clusters Score -878244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -878246.375000 Penalty: 2974.045166
	Iteration 60F: 3 clusters Score -878246.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -878248.937500 Penalty: 2974.045166
	Iteration 61Q: 3 clusters Score -878248.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -878252.687500 Penalty: 2974.045166
	Iteration 62Q: 3 clusters Score -878252.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -878252.250000 Penalty: 2974.045166
	Iteration 63Q: 3 clusters Score -878252.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -878255.125000 Penalty: 2974.045166
	Iteration 64Q: 3 clusters Score -878255.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -878257.500000 Penalty: 2974.045166
	Iteration 65Q: 3 clusters Score -878257.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -878255.750000 Penalty: 2974.045166
	Iteration 66Q: 3 clusters Score -878255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -878259.750000 Penalty: 2974.045166
	Iteration 67Q: 3 clusters Score -878259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -878262.125000 Penalty: 2974.045166
	Iteration 68Q: 3 clusters Score -878262.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -878264.687500 Penalty: 2974.045166
	Iteration 69Q: 3 clusters Score -878264.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -878266.062500 Penalty: 2974.045166
	Iteration 70Q: 3 clusters Score -878266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -878267.375000 Penalty: 2974.045166
	Iteration 71Q: 3 clusters Score -878267.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -878271.437500 Penalty: 2974.045166
	Iteration 72Q: 3 clusters Score -878271.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -878272.750000 Penalty: 2974.045166
	Iteration 73Q: 3 clusters Score -878272.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -878272.500000 Penalty: 2974.045166
	Iteration 74Q: 3 clusters Score -878272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -878275.750000 Penalty: 2974.045166
	Iteration 75Q: 3 clusters Score -878275.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -878275.937500 Penalty: 2974.045166
	Iteration 76Q: 3 clusters Score -878275.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -878274.625000 Penalty: 2974.045166
	Iteration 77Q: 3 clusters Score -878274.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -878277.062500 Penalty: 2974.045166
	Iteration 78Q: 3 clusters Score -878277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -878279.812500 Penalty: 2974.045166
	Iteration 79Q: 3 clusters Score -878279.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -878283.562500 Penalty: 2974.045166
	Iteration 80F: 3 clusters Score -878283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -878283.687500 Penalty: 2974.045166
	Iteration 81Q: 3 clusters Score -878283.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -878284.500000 Penalty: 2974.045166
	Iteration 82Q: 3 clusters Score -878284.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -878286.562500 Penalty: 2974.045166
	Iteration 83Q: 3 clusters Score -878286.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -878287.125000 Penalty: 2974.045166
	Iteration 84Q: 3 clusters Score -878287.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -878288.187500 Penalty: 2974.045166
	Iteration 85Q: 3 clusters Score -878288.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -878289.812500 Penalty: 2974.045166
	Iteration 86Q: 3 clusters Score -878289.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -878289.937500 Penalty: 2974.045166
	Iteration 87Q: 3 clusters Score -878289.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -878289.937500 Penalty: 2974.045166
	Iteration 88F: 3 clusters Score -878289.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -293968.125000 Penalty: 1317.504517
	Iteration 0F: 2 clusters Score -293968.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -291066.968750 Penalty: 2635.009033
	Iteration 0F: 3 clusters Score -291067 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -291803.500000 Penalty: 2635.009033
	Iteration 1F: 3 clusters Score -291803.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -292001.906250 Penalty: 2635.009033
	Iteration 2F: 3 clusters Score -292001.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -292164.781250 Penalty: 2635.009033
	Iteration 3F: 3 clusters Score -292164.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -292324.125000 Penalty: 2635.009033
	Iteration 4F: 3 clusters Score -292324.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -292522.031250 Penalty: 2635.009033
	Iteration 5Q: 3 clusters Score -292522 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -292706.593750 Penalty: 2635.009033
	Iteration 6Q: 3 clusters Score -292706.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -292831.500000 Penalty: 2635.009033
	Iteration 7Q: 3 clusters Score -292831.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -292926.156250 Penalty: 2635.009033
	Iteration 8Q: 3 clusters Score -292926.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -292992.437500 Penalty: 2635.009033
	Iteration 9Q: 3 clusters Score -292992.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -293039.750000 Penalty: 2635.009033
	Iteration 10Q: 3 clusters Score -293039.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -293086.312500 Penalty: 2635.009033
	Iteration 11Q: 3 clusters Score -293086.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -293142.281250 Penalty: 2635.009033
	Iteration 12Q: 3 clusters Score -293142.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293172.281250 Penalty: 2635.009033
	Iteration 13Q: 3 clusters Score -293172.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293193.718750 Penalty: 2635.009033
	Iteration 14Q: 3 clusters Score -293193.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -293206.000000 Penalty: 2635.009033
	Iteration 15Q: 3 clusters Score -293206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -293215.750000 Penalty: 2635.009033
	Iteration 16Q: 3 clusters Score -293215.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -293223.812500 Penalty: 2635.009033
	Iteration 17Q: 3 clusters Score -293223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -293231.500000 Penalty: 2635.009033
	Iteration 18Q: 3 clusters Score -293231.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -293244.062500 Penalty: 2635.009033
	Iteration 19Q: 3 clusters Score -293244.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -293253.093750 Penalty: 2635.009033
	Iteration 20F: 3 clusters Score -293253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -293258.406250 Penalty: 2635.009033
	Iteration 21Q: 3 clusters Score -293258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -293259.781250 Penalty: 2635.009033
	Iteration 22Q: 3 clusters Score -293259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -293260.531250 Penalty: 2635.009033
	Iteration 23Q: 3 clusters Score -293260.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -293260.687500 Penalty: 2635.009033
	Iteration 24Q: 3 clusters Score -293260.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -293261.250000 Penalty: 2635.009033
	Iteration 25Q: 3 clusters Score -293261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -293261.250000 Penalty: 2635.009033
	Iteration 26F: 3 clusters Score -293261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Entering Unmasked Estep 
Score: -1854159.625000 Penalty: 1613.922729
	Iteration 0F: 2 clusters Score -1854160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1840106.750000 Penalty: 3227.845459
	Iteration 0F: 3 clusters Score -1840107 nChanged 9353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1845227.375000 Penalty: 3227.845459
	Iteration 1F: 3 clusters Score -1845227 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1845666.750000 Penalty: 3227.845459
	Iteration 2F: 3 clusters Score -1845667 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1846136.000000 Penalty: 3227.845459
	Iteration 3F: 3 clusters Score -1846136 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1846703.000000 Penalty: 3227.845459
	Iteration 4F: 3 clusters Score -1846703 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1847477.125000 Penalty: 3227.845459
	Iteration 5F: 3 clusters Score -1847477 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1848605.000000 Penalty: 3227.845459
	Iteration 6F: 3 clusters Score -1848605 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1849887.875000 Penalty: 3227.845459
	Iteration 7F: 3 clusters Score -1849888 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1851110.625000 Penalty: 3227.845459
	Iteration 8F: 3 clusters Score -1851111 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1851961.250000 Penalty: 3227.845459
	Iteration 9Q: 3 clusters Score -1851961 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1852449.750000 Penalty: 3227.845459
	Iteration 10Q: 3 clusters Score -1852450 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1852711.625000 Penalty: 3227.845459
	Iteration 11Q: 3 clusters Score -1852712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1852856.500000 Penalty: 3227.845459
	Iteration 12Q: 3 clusters Score -1852856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1852960.250000 Penalty: 3227.845459
	Iteration 13Q: 3 clusters Score -1852960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1853031.125000 Penalty: 3227.845459
	Iteration 14Q: 3 clusters Score -1853031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1853067.250000 Penalty: 3227.845459
	Iteration 15Q: 3 clusters Score -1853067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1853094.500000 Penalty: 3227.845459
	Iteration 16Q: 3 clusters Score -1853094 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1853113.250000 Penalty: 3227.845459
	Iteration 17Q: 3 clusters Score -1853113 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1853125.750000 Penalty: 3227.845459
	Iteration 18Q: 3 clusters Score -1853126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1853138.625000 Penalty: 3227.845459
	Iteration 19Q: 3 clusters Score -1853139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1853145.000000 Penalty: 3227.845459
	Iteration 20F: 3 clusters Score -1853145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1853149.875000 Penalty: 3227.845459
	Iteration 21Q: 3 clusters Score -1853150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853161.125000 Penalty: 3227.845459
	Iteration 22Q: 3 clusters Score -1853161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1853166.000000 Penalty: 3227.845459
	Iteration 23Q: 3 clusters Score -1853166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853173.375000 Penalty: 3227.845459
	Iteration 24Q: 3 clusters Score -1853173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853175.750000 Penalty: 3227.845459
	Iteration 25Q: 3 clusters Score -1853176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1853182.250000 Penalty: 3227.845459
	Iteration 26Q: 3 clusters Score -1853182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1853187.500000 Penalty: 3227.845459
	Iteration 27Q: 3 clusters Score -1853188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1853195.250000 Penalty: 3227.845459
	Iteration 28Q: 3 clusters Score -1853195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1853197.000000 Penalty: 3227.845459
	Iteration 29Q: 3 clusters Score -1853197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1853199.000000 Penalty: 3227.845459
	Iteration 30Q: 3 clusters Score -1853199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1853198.500000 Penalty: 3227.845459
	Iteration 31Q: 3 clusters Score -1853198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1853202.625000 Penalty: 3227.845459
	Iteration 32Q: 3 clusters Score -1853203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1853203.625000 Penalty: 3227.845459
	Iteration 33Q: 3 clusters Score -1853204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1853210.375000 Penalty: 3227.845459
	Iteration 34Q: 3 clusters Score -1853210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1853209.250000 Penalty: 3227.845459
	Iteration 35Q: 3 clusters Score -1853209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1853213.000000 Penalty: 3227.845459
	Iteration 36Q: 3 clusters Score -1853213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1853213.750000 Penalty: 3227.845459
	Iteration 37Q: 3 clusters Score -1853214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1853214.750000 Penalty: 3227.845459
	Iteration 38Q: 3 clusters Score -1853215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1853214.750000 Penalty: 3227.845459
	Iteration 39F: 3 clusters Score -1853215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Entering Unmasked Estep 
Score: -214070.937500 Penalty: 1264.502930
	Iteration 0F: 2 clusters Score -214070.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -211728.437500 Penalty: 2529.005859
	Iteration 0F: 3 clusters Score -211728.4 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -212265.406250 Penalty: 2529.005859
	Iteration 1F: 3 clusters Score -212265.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -212377.656250 Penalty: 2529.005859
	Iteration 2F: 3 clusters Score -212377.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -212448.546875 Penalty: 2529.005859
	Iteration 3F: 3 clusters Score -212448.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -212493.734375 Penalty: 2529.005859
	Iteration 4Q: 3 clusters Score -212493.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212533.078125 Penalty: 2529.005859
	Iteration 5Q: 3 clusters Score -212533.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -212565.250000 Penalty: 2529.005859
	Iteration 6Q: 3 clusters Score -212565.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -212588.437500 Penalty: 2529.005859
	Iteration 7Q: 3 clusters Score -212588.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -212601.328125 Penalty: 2529.005859
	Iteration 8Q: 3 clusters Score -212601.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -212614.187500 Penalty: 2529.005859
	Iteration 9Q: 3 clusters Score -212614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -212623.890625 Penalty: 2529.005859
	Iteration 10Q: 3 clusters Score -212623.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -212634.531250 Penalty: 2529.005859
	Iteration 11Q: 3 clusters Score -212634.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -212641.046875 Penalty: 2529.005859
	Iteration 12Q: 3 clusters Score -212641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -212646.312500 Penalty: 2529.005859
	Iteration 13Q: 3 clusters Score -212646.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -212651.140625 Penalty: 2529.005859
	Iteration 14Q: 3 clusters Score -212651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -212655.765625 Penalty: 2529.005859
	Iteration 15Q: 3 clusters Score -212655.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -212659.281250 Penalty: 2529.005859
	Iteration 16Q: 3 clusters Score -212659.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -212664.046875 Penalty: 2529.005859
	Iteration 17Q: 3 clusters Score -212664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -212670.296875 Penalty: 2529.005859
	Iteration 18Q: 3 clusters Score -212670.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -212673.578125 Penalty: 2529.005859
	Iteration 19Q: 3 clusters Score -212673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212678.921875 Penalty: 2529.005859
	Iteration 20F: 3 clusters Score -212678.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -212682.250000 Penalty: 2529.005859
	Iteration 21Q: 3 clusters Score -212682.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212686.140625 Penalty: 2529.005859
	Iteration 22Q: 3 clusters Score -212686.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212688.906250 Penalty: 2529.005859
	Iteration 23Q: 3 clusters Score -212688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212694.500000 Penalty: 2529.005859
	Iteration 24Q: 3 clusters Score -212694.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -212698.156250 Penalty: 2529.005859
	Iteration 25Q: 3 clusters Score -212698.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -212700.984375 Penalty: 2529.005859
	Iteration 26Q: 3 clusters Score -212701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -212706.593750 Penalty: 2529.005859
	Iteration 27Q: 3 clusters Score -212706.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -212717.375000 Penalty: 2529.005859
	Iteration 28Q: 3 clusters Score -212717.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -212728.515625 Penalty: 2529.005859
	Iteration 29Q: 3 clusters Score -212728.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -212740.218750 Penalty: 2529.005859
	Iteration 30Q: 3 clusters Score -212740.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -212756.171875 Penalty: 2529.005859
	Iteration 31Q: 3 clusters Score -212756.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -212772.234375 Penalty: 2529.005859
	Iteration 32Q: 3 clusters Score -212772.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -212788.562500 Penalty: 2529.005859
	Iteration 33Q: 3 clusters Score -212788.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -212800.937500 Penalty: 2529.005859
	Iteration 34Q: 3 clusters Score -212800.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212811.000000 Penalty: 2529.005859
	Iteration 35Q: 3 clusters Score -212811 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -212820.937500 Penalty: 2529.005859
	Iteration 36Q: 3 clusters Score -212820.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -212833.250000 Penalty: 2529.005859
	Iteration 37Q: 3 clusters Score -212833.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -212850.531250 Penalty: 2529.005859
	Iteration 38Q: 3 clusters Score -212850.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -212872.140625 Penalty: 2529.005859
	Iteration 39Q: 3 clusters Score -212872.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -212895.437500 Penalty: 2529.005859
	Iteration 40F: 3 clusters Score -212895.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -212915.187500 Penalty: 2529.005859
	Iteration 41Q: 3 clusters Score -212915.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -212936.781250 Penalty: 2529.005859
	Iteration 42Q: 3 clusters Score -212936.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -212956.609375 Penalty: 2529.005859
	Iteration 43Q: 3 clusters Score -212956.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -212993.312500 Penalty: 2529.005859
	Iteration 44Q: 3 clusters Score -212993.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -213064.687500 Penalty: 2529.005859
	Iteration 45Q: 3 clusters Score -213064.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -213111.218750 Penalty: 2529.005859
	Iteration 46Q: 3 clusters Score -213111.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -213140.750000 Penalty: 2529.005859
	Iteration 47Q: 3 clusters Score -213140.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -213158.906250 Penalty: 2529.005859
	Iteration 48Q: 3 clusters Score -213158.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -213175.125000 Penalty: 2529.005859
	Iteration 49Q: 3 clusters Score -213175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -213187.578125 Penalty: 2529.005859
	Iteration 50Q: 3 clusters Score -213187.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -213203.171875 Penalty: 2529.005859
	Iteration 51Q: 3 clusters Score -213203.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213212.859375 Penalty: 2529.005859
	Iteration 52Q: 3 clusters Score -213212.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -213221.515625 Penalty: 2529.005859
	Iteration 53Q: 3 clusters Score -213221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -213228.843750 Penalty: 2529.005859
	Iteration 54Q: 3 clusters Score -213228.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -213235.968750 Penalty: 2529.005859
	Iteration 55Q: 3 clusters Score -213236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -213242.968750 Penalty: 2529.005859
	Iteration 56Q: 3 clusters Score -213243 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -213248.000000 Penalty: 2529.005859
	Iteration 57Q: 3 clusters Score -213248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -213254.765625 Penalty: 2529.005859
	Iteration 58Q: 3 clusters Score -213254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -213259.062500 Penalty: 2529.005859
	Iteration 59Q: 3 clusters Score -213259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -213262.015625 Penalty: 2529.005859
	Iteration 60F: 3 clusters Score -213262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -213266.156250 Penalty: 2529.005859
	Iteration 61Q: 3 clusters Score -213266.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -213273.328125 Penalty: 2529.005859
	Iteration 62Q: 3 clusters Score -213273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -213278.796875 Penalty: 2529.005859
	Iteration 63Q: 3 clusters Score -213278.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -213281.718750 Penalty: 2529.005859
	Iteration 64Q: 3 clusters Score -213281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -213283.968750 Penalty: 2529.005859
	Iteration 65Q: 3 clusters Score -213284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -213286.015625 Penalty: 2529.005859
	Iteration 66Q: 3 clusters Score -213286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213288.843750 Penalty: 2529.005859
	Iteration 67Q: 3 clusters Score -213288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213291.281250 Penalty: 2529.005859
	Iteration 68Q: 3 clusters Score -213291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -213292.093750 Penalty: 2529.005859
	Iteration 69Q: 3 clusters Score -213292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -213293.640625 Penalty: 2529.005859
	Iteration 70Q: 3 clusters Score -213293.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -213294.937500 Penalty: 2529.005859
	Iteration 71Q: 3 clusters Score -213294.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -213294.968750 Penalty: 2529.005859
	Iteration 72Q: 3 clusters Score -213295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -213295.859375 Penalty: 2529.005859
	Iteration 73Q: 3 clusters Score -213295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213296.000000 Penalty: 2529.005859
	Iteration 74Q: 3 clusters Score -213296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213296.656250 Penalty: 2529.005859
	Iteration 75Q: 3 clusters Score -213296.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -213296.656250 Penalty: 2529.005859
	Iteration 76F: 3 clusters Score -213296.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -273054.562500 Penalty: 1306.938721
	Iteration 0F: 2 clusters Score -273054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -270255.843750 Penalty: 2613.877441
	Iteration 0F: 3 clusters Score -270255.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -270971.062500 Penalty: 2613.877441
	Iteration 1F: 3 clusters Score -270971.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -271173.750000 Penalty: 2613.877441
	Iteration 2F: 3 clusters Score -271173.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -271369.968750 Penalty: 2613.877441
	Iteration 3F: 3 clusters Score -271370 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -271559.656250 Penalty: 2613.877441
	Iteration 4F: 3 clusters Score -271559.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -271724.156250 Penalty: 2613.877441
	Iteration 5F: 3 clusters Score -271724.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -271840.500000 Penalty: 2613.877441
	Iteration 6Q: 3 clusters Score -271840.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -271916.093750 Penalty: 2613.877441
	Iteration 7Q: 3 clusters Score -271916.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -271962.250000 Penalty: 2613.877441
	Iteration 8Q: 3 clusters Score -271962.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -271995.843750 Penalty: 2613.877441
	Iteration 9Q: 3 clusters Score -271995.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -272019.531250 Penalty: 2613.877441
	Iteration 10Q: 3 clusters Score -272019.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -272032.937500 Penalty: 2613.877441
	Iteration 11Q: 3 clusters Score -272032.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -272046.093750 Penalty: 2613.877441
	Iteration 12Q: 3 clusters Score -272046.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -272055.125000 Penalty: 2613.877441
	Iteration 13Q: 3 clusters Score -272055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -272062.281250 Penalty: 2613.877441
	Iteration 14Q: 3 clusters Score -272062.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -272071.875000 Penalty: 2613.877441
	Iteration 15Q: 3 clusters Score -272071.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -272084.375000 Penalty: 2613.877441
	Iteration 16Q: 3 clusters Score -272084.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -272095.250000 Penalty: 2613.877441
	Iteration 17Q: 3 clusters Score -272095.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -272102.562500 Penalty: 2613.877441
	Iteration 18Q: 3 clusters Score -272102.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -272110.187500 Penalty: 2613.877441
	Iteration 19Q: 3 clusters Score -272110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -272118.406250 Penalty: 2613.877441
	Iteration 20F: 3 clusters Score -272118.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -272127.281250 Penalty: 2613.877441
	Iteration 21Q: 3 clusters Score -272127.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -272132.500000 Penalty: 2613.877441
	Iteration 22Q: 3 clusters Score -272132.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -272136.437500 Penalty: 2613.877441
	Iteration 23Q: 3 clusters Score -272136.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272143.062500 Penalty: 2613.877441
	Iteration 24Q: 3 clusters Score -272143.1 nChanged 17
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: -272151.343750 Penalty: 2613.877441
	Iteration 25Q: 3 clusters Score -272151.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -272156.312500 Penalty: 2613.877441
	Iteration 26Q: 3 clusters Score -272156.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -272159.656250 Penalty: 2613.877441
	Iteration 27Q: 3 clusters Score -272159.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -272161.000000 Penalty: 2613.877441
	Iteration 28Q: 3 clusters Score -272161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -272162.968750 Penalty: 2613.877441
	Iteration 29Q: 3 clusters Score -272163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -272164.687500 Penalty: 2613.877441
	Iteration 30Q: 3 clusters Score -272164.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -272165.250000 Penalty: 2613.877441
	Iteration 31Q: 3 clusters Score -272165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -272165.718750 Penalty: 2613.877441
	Iteration 32Q: 3 clusters Score -272165.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -272166.656250 Penalty: 2613.877441
	Iteration 33Q: 3 clusters Score -272166.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -272168.093750 Penalty: 2613.877441
	Iteration 34Q: 3 clusters Score -272168.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -272169.281250 Penalty: 2613.877441
	Iteration 35Q: 3 clusters Score -272169.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -272171.968750 Penalty: 2613.877441
	Iteration 36Q: 3 clusters Score -272172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -272175.281250 Penalty: 2613.877441
	Iteration 37Q: 3 clusters Score -272175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -272177.281250 Penalty: 2613.877441
	Iteration 38Q: 3 clusters Score -272177.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -272180.593750 Penalty: 2613.877441
	Iteration 39Q: 3 clusters Score -272180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -272185.125000 Penalty: 2613.877441
	Iteration 40F: 3 clusters Score -272185.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -272189.593750 Penalty: 2613.877441
	Iteration 41Q: 3 clusters Score -272189.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -272195.781250 Penalty: 2613.877441
	Iteration 42Q: 3 clusters Score -272195.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -272202.000000 Penalty: 2613.877441
	Iteration 43Q: 3 clusters Score -272202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -272209.031250 Penalty: 2613.877441
	Iteration 44Q: 3 clusters Score -272209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -272211.468750 Penalty: 2613.877441
	Iteration 45Q: 3 clusters Score -272211.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -272214.406250 Penalty: 2613.877441
	Iteration 46Q: 3 clusters Score -272214.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -272214.968750 Penalty: 2613.877441
	Iteration 47Q: 3 clusters Score -272215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -272215.750000 Penalty: 2613.877441
	Iteration 48Q: 3 clusters Score -272215.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272216.187500 Penalty: 2613.877441
	Iteration 49Q: 3 clusters Score -272216.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -272216.187500 Penalty: 2613.877441
	Iteration 50F: 3 clusters Score -272216.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Entering Unmasked Estep 
Score: -2628782.750000 Penalty: 1664.723022
	Iteration 0F: 2 clusters Score -2628783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2609851.250000 Penalty: 3329.446045
	Iteration 0F: 3 clusters Score -2609851 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2616858.250000 Penalty: 3329.446045
	Iteration 1F: 3 clusters Score -2616858 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2617366.250000 Penalty: 3329.446045
	Iteration 2Q: 3 clusters Score -2617366 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -2617889.500000 Penalty: 3329.446045
	Iteration 3Q: 3 clusters Score -2617890 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2618519.500000 Penalty: 3329.446045
	Iteration 4Q: 3 clusters Score -2618520 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -2619268.500000 Penalty: 3329.446045
	Iteration 5F: 3 clusters Score -2619268 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2620133.500000 Penalty: 3329.446045
	Iteration 6F: 3 clusters Score -2620134 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2621059.500000 Penalty: 3329.446045
	Iteration 7F: 3 clusters Score -2621060 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2621983.500000 Penalty: 3329.446045
	Iteration 8Q: 3 clusters Score -2621984 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2622756.250000 Penalty: 3329.446045
	Iteration 9Q: 3 clusters Score -2622756 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2623247.750000 Penalty: 3329.446045
	Iteration 10Q: 3 clusters Score -2623248 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -2623561.500000 Penalty: 3329.446045
	Iteration 11Q: 3 clusters Score -2623562 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2623788.000000 Penalty: 3329.446045
	Iteration 12Q: 3 clusters Score -2623788 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2623994.500000 Penalty: 3329.446045
	Iteration 13Q: 3 clusters Score -2623994 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -2624171.000000 Penalty: 3329.446045
	Iteration 14Q: 3 clusters Score -2624171 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2624334.250000 Penalty: 3329.446045
	Iteration 15Q: 3 clusters Score -2624334 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -2624517.500000 Penalty: 3329.446045
	Iteration 16Q: 3 clusters Score -2624518 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -2624718.500000 Penalty: 3329.446045
	Iteration 17Q: 3 clusters Score -2624718 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2624929.750000 Penalty: 3329.446045
	Iteration 18Q: 3 clusters Score -2624930 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2625087.750000 Penalty: 3329.446045
	Iteration 19Q: 3 clusters Score -2625088 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -2625256.750000 Penalty: 3329.446045
	Iteration 20F: 3 clusters Score -2625257 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -2625436.000000 Penalty: 3329.446045
	Iteration 21Q: 3 clusters Score -2625436 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -2625597.750000 Penalty: 3329.446045
	Iteration 22Q: 3 clusters Score -2625598 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -2625765.000000 Penalty: 3329.446045
	Iteration 23Q: 3 clusters Score -2625765 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -2625931.250000 Penalty: 3329.446045
	Iteration 24Q: 3 clusters Score -2625931 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -2626079.250000 Penalty: 3329.446045
	Iteration 25Q: 3 clusters Score -2626079 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -2626242.500000 Penalty: 3329.446045
	Iteration 26Q: 3 clusters Score -2626242 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -2626366.500000 Penalty: 3329.446045
	Iteration 27Q: 3 clusters Score -2626366 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -2626487.500000 Penalty: 3329.446045
	Iteration 28Q: 3 clusters Score -2626488 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -2626619.500000 Penalty: 3329.446045
	Iteration 29Q: 3 clusters Score -2626620 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -2626745.000000 Penalty: 3329.446045
	Iteration 30Q: 3 clusters Score -2626745 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -2626863.000000 Penalty: 3329.446045
	Iteration 31Q: 3 clusters Score -2626863 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -2626975.000000 Penalty: 3329.446045
	Iteration 32Q: 3 clusters Score -2626975 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -2627055.000000 Penalty: 3329.446045
	Iteration 33Q: 3 clusters Score -2627055 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -2627112.250000 Penalty: 3329.446045
	Iteration 34Q: 3 clusters Score -2627112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -2627155.750000 Penalty: 3329.446045
	Iteration 35Q: 3 clusters Score -2627156 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -2627182.500000 Penalty: 3329.446045
	Iteration 36Q: 3 clusters Score -2627182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -2627207.500000 Penalty: 3329.446045
	Iteration 37Q: 3 clusters Score -2627208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -2627241.500000 Penalty: 3329.446045
	Iteration 38Q: 3 clusters Score -2627242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -2627257.750000 Penalty: 3329.446045
	Iteration 39Q: 3 clusters Score -2627258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -2627276.500000 Penalty: 3329.446045
	Iteration 40F: 3 clusters Score -2627276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -2627288.250000 Penalty: 3329.446045
	Iteration 41Q: 3 clusters Score -2627288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -2627289.250000 Penalty: 3329.446045
	Iteration 42Q: 3 clusters Score -2627289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -2627302.000000 Penalty: 3329.446045
	Iteration 43Q: 3 clusters Score -2627302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2627303.500000 Penalty: 3329.446045
	Iteration 44Q: 3 clusters Score -2627304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -2627312.500000 Penalty: 3329.446045
	Iteration 45Q: 3 clusters Score -2627312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -2627326.000000 Penalty: 3329.446045
	Iteration 46Q: 3 clusters Score -2627326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -2627327.750000 Penalty: 3329.446045
	Iteration 47Q: 3 clusters Score -2627328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -2627335.500000 Penalty: 3329.446045
	Iteration 48Q: 3 clusters Score -2627336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -2627336.750000 Penalty: 3329.446045
	Iteration 49Q: 3 clusters Score -2627337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -2627337.000000 Penalty: 3329.446045
	Iteration 50Q: 3 clusters Score -2627337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -2627342.000000 Penalty: 3329.446045
	Iteration 51Q: 3 clusters Score -2627342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -2627342.000000 Penalty: 3329.446045
	Iteration 52Q: 3 clusters Score -2627342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2627346.250000 Penalty: 3329.446045
	Iteration 53Q: 3 clusters Score -2627346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -2627348.750000 Penalty: 3329.446045
	Iteration 54Q: 3 clusters Score -2627349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -2627349.500000 Penalty: 3329.446045
	Iteration 55Q: 3 clusters Score -2627350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -2627352.000000 Penalty: 3329.446045
	Iteration 56Q: 3 clusters Score -2627352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -2627356.000000 Penalty: 3329.446045
	Iteration 57Q: 3 clusters Score -2627356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -2627361.250000 Penalty: 3329.446045
	Iteration 58Q: 3 clusters Score -2627361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -2627368.250000 Penalty: 3329.446045
	Iteration 59Q: 3 clusters Score -2627368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -2627374.000000 Penalty: 3329.446045
	Iteration 60F: 3 clusters Score -2627374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 27534 members 
Entering Unmasked Estep 
Score: -2627375.000000 Penalty: 3329.446045
	Iteration 61Q: 3 clusters Score -2627375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -2627375.750000 Penalty: 3329.446045
	Iteration 62Q: 3 clusters Score -2627376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -2627376.500000 Penalty: 3329.446045
	Iteration 63Q: 3 clusters Score -2627376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -2627376.000000 Penalty: 3329.446045
	Iteration 64Q: 3 clusters Score -2627376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -2627379.500000 Penalty: 3329.446045
	Iteration 65Q: 3 clusters Score -2627380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2627379.250000 Penalty: 3329.446045
	Iteration 66Q: 3 clusters Score -2627379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -2627378.500000 Penalty: 3329.446045
	Iteration 67Q: 3 clusters Score -2627378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -2627382.500000 Penalty: 3329.446045
	Iteration 68Q: 3 clusters Score -2627382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -2627384.000000 Penalty: 3329.446045
	Iteration 69Q: 3 clusters Score -2627384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -2627381.250000 Penalty: 3329.446045
	Iteration 70Q: 3 clusters Score -2627381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -2627381.250000 Penalty: 3329.446045
	Iteration 71Q: 3 clusters Score -2627381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -2627381.500000 Penalty: 3329.446045
	Iteration 72Q: 3 clusters Score -2627382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -2627383.250000 Penalty: 3329.446045
	Iteration 73Q: 3 clusters Score -2627383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -2627382.750000 Penalty: 3329.446045
	Iteration 74Q: 3 clusters Score -2627383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -2627383.750000 Penalty: 3329.446045
	Iteration 75Q: 3 clusters Score -2627384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -2627387.250000 Penalty: 3329.446045
	Iteration 76Q: 3 clusters Score -2627387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2627386.750000 Penalty: 3329.446045
	Iteration 77Q: 3 clusters Score -2627387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -2627387.250000 Penalty: 3329.446045
	Iteration 78Q: 3 clusters Score -2627387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -2627388.750000 Penalty: 3329.446045
	Iteration 79Q: 3 clusters Score -2627389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -2627386.250000 Penalty: 3329.446045
	Iteration 80F: 3 clusters Score -2627386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2627385.750000 Penalty: 3329.446045
	Iteration 81Q: 3 clusters Score -2627386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -2627385.750000 Penalty: 3329.446045
	Iteration 82F: 3 clusters Score -2627386 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: -68679.453125 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -68679.45 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 439 members 
Entering Unmasked Estep 
Score: -67364.859375 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -67364.86 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67597.632812 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -67597.63 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -67653.273438 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -67653.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67675.273438 Penalty: 2186.025879
	Iteration 3Q: 3 clusters Score -67675.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67686.953125 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -67686.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67693.921875 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -67693.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -67697.195312 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -67697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67698.617188 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -67698.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67701.921875 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -67701.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67705.101562 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -67705.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -67707.179688 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -67707.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -67710.070312 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -67710.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67711.695312 Penalty: 2186.025879
	Iteration 12Q: 3 clusters Score -67711.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67711.695312 Penalty: 2186.025879
	Iteration 13F: 3 clusters Score -67711.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Entering Unmasked Estep 
Score: -3066935.250000 Penalty: 1696.378174
	Iteration 0F: 2 clusters Score -3066935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -3044096.250000 Penalty: 3392.756348
	Iteration 0F: 3 clusters Score -3044096 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3052739.500000 Penalty: 3392.756348
	Iteration 1F: 3 clusters Score -3052740 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3053323.500000 Penalty: 3392.756348
	Iteration 2Q: 3 clusters Score -3053324 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3054060.250000 Penalty: 3392.756348
	Iteration 3Q: 3 clusters Score -3054060 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -3055162.000000 Penalty: 3392.756348
	Iteration 4F: 3 clusters Score -3055162 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -3056859.750000 Penalty: 3392.756348
	Iteration 5F: 3 clusters Score -3056860 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3059065.000000 Penalty: 3392.756348
	Iteration 6F: 3 clusters Score -3059065 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -3061433.000000 Penalty: 3392.756348
	Iteration 7F: 3 clusters Score -3061433 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -3063328.250000 Penalty: 3392.756348
	Iteration 8F: 3 clusters Score -3063328 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3064464.000000 Penalty: 3392.756348
	Iteration 9Q: 3 clusters Score -3064464 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3064983.250000 Penalty: 3392.756348
	Iteration 10Q: 3 clusters Score -3064983 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3065228.500000 Penalty: 3392.756348
	Iteration 11Q: 3 clusters Score -3065228 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3065378.750000 Penalty: 3392.756348
	Iteration 12Q: 3 clusters Score -3065379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3065446.250000 Penalty: 3392.756348
	Iteration 13Q: 3 clusters Score -3065446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3065458.000000 Penalty: 3392.756348
	Iteration 14Q: 3 clusters Score -3065458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3065482.500000 Penalty: 3392.756348
	Iteration 15Q: 3 clusters Score -3065482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -3065490.250000 Penalty: 3392.756348
	Iteration 16Q: 3 clusters Score -3065490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3065501.750000 Penalty: 3392.756348
	Iteration 17Q: 3 clusters Score -3065502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3065506.750000 Penalty: 3392.756348
	Iteration 18Q: 3 clusters Score -3065507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -3065513.250000 Penalty: 3392.756348
	Iteration 19Q: 3 clusters Score -3065513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3065514.250000 Penalty: 3392.756348
	Iteration 20F: 3 clusters Score -3065514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3065514.250000 Penalty: 3392.756348
	Iteration 21Q: 3 clusters Score -3065514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3065520.250000 Penalty: 3392.756348
	Iteration 22Q: 3 clusters Score -3065520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33917 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3065521.000000 Penalty: 3392.756348
	Iteration 23Q: 3 clusters Score -3065521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3065526.750000 Penalty: 3392.756348
	Iteration 24Q: 3 clusters Score -3065527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3065532.000000 Penalty: 3392.756348
	Iteration 25Q: 3 clusters Score -3065532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3065532.250000 Penalty: 3392.756348
	Iteration 26Q: 3 clusters Score -3065532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3065536.750000 Penalty: 3392.756348
	Iteration 27Q: 3 clusters Score -3065537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3065536.500000 Penalty: 3392.756348
	Iteration 28Q: 3 clusters Score -3065536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3065538.000000 Penalty: 3392.756348
	Iteration 29Q: 3 clusters Score -3065538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3065539.500000 Penalty: 3392.756348
	Iteration 30Q: 3 clusters Score -3065540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3065538.500000 Penalty: 3392.756348
	Iteration 31Q: 3 clusters Score -3065538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33926 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3065539.250000 Penalty: 3392.756348
	Iteration 32Q: 3 clusters Score -3065539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3065541.750000 Penalty: 3392.756348
	Iteration 33Q: 3 clusters Score -3065542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3065541.500000 Penalty: 3392.756348
	Iteration 34Q: 3 clusters Score -3065542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3065541.500000 Penalty: 3392.756348
	Iteration 35F: 3 clusters Score -3065542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Entering Unmasked Estep 
Score: -1839114.500000 Penalty: 1613.535156
	Iteration 0F: 2 clusters Score -1839114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1825241.875000 Penalty: 3227.070312
	Iteration 0F: 3 clusters Score -1825242 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1830397.750000 Penalty: 3227.070312
	Iteration 1F: 3 clusters Score -1830398 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1830782.250000 Penalty: 3227.070312
	Iteration 2Q: 3 clusters Score -1830782 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1831140.000000 Penalty: 3227.070312
	Iteration 3Q: 3 clusters Score -1831140 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1831514.500000 Penalty: 3227.070312
	Iteration 4Q: 3 clusters Score -1831514 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1831970.125000 Penalty: 3227.070312
	Iteration 5Q: 3 clusters Score -1831970 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1832568.000000 Penalty: 3227.070312
	Iteration 6F: 3 clusters Score -1832568 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1833358.125000 Penalty: 3227.070312
	Iteration 7F: 3 clusters Score -1833358 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1834262.125000 Penalty: 3227.070312
	Iteration 8F: 3 clusters Score -1834262 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1835162.750000 Penalty: 3227.070312
	Iteration 9F: 3 clusters Score -1835163 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1835936.625000 Penalty: 3227.070312
	Iteration 10F: 3 clusters Score -1835937 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1836485.375000 Penalty: 3227.070312
	Iteration 11Q: 3 clusters Score -1836485 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1836841.125000 Penalty: 3227.070312
	Iteration 12Q: 3 clusters Score -1836841 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -1837046.625000 Penalty: 3227.070312
	Iteration 13Q: 3 clusters Score -1837047 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1837172.375000 Penalty: 3227.070312
	Iteration 14Q: 3 clusters Score -1837172 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1837254.625000 Penalty: 3227.070312
	Iteration 15Q: 3 clusters Score -1837255 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1837300.250000 Penalty: 3227.070312
	Iteration 16Q: 3 clusters Score -1837300 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1837343.750000 Penalty: 3227.070312
	Iteration 17Q: 3 clusters Score -1837344 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1837364.750000 Penalty: 3227.070312
	Iteration 18Q: 3 clusters Score -1837365 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1837383.625000 Penalty: 3227.070312
	Iteration 19Q: 3 clusters Score -1837384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1837399.625000 Penalty: 3227.070312
	Iteration 20F: 3 clusters Score -1837400 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1837418.625000 Penalty: 3227.070312
	Iteration 21Q: 3 clusters Score -1837419 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1837435.875000 Penalty: 3227.070312
	Iteration 22Q: 3 clusters Score -1837436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1837444.625000 Penalty: 3227.070312
	Iteration 23Q: 3 clusters Score -1837445 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1837457.250000 Penalty: 3227.070312
	Iteration 24Q: 3 clusters Score -1837457 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1837471.125000 Penalty: 3227.070312
	Iteration 25Q: 3 clusters Score -1837471 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1837478.250000 Penalty: 3227.070312
	Iteration 26Q: 3 clusters Score -1837478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1837478.250000 Penalty: 3227.070312
	Iteration 27Q: 3 clusters Score -1837478 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1837483.000000 Penalty: 3227.070312
	Iteration 28Q: 3 clusters Score -1837483 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1837482.375000 Penalty: 3227.070312
	Iteration 29Q: 3 clusters Score -1837482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1837485.500000 Penalty: 3227.070312
	Iteration 30Q: 3 clusters Score -1837486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1837495.125000 Penalty: 3227.070312
	Iteration 31Q: 3 clusters Score -1837495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1837496.625000 Penalty: 3227.070312
	Iteration 32Q: 3 clusters Score -1837497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1837497.875000 Penalty: 3227.070312
	Iteration 33Q: 3 clusters Score -1837498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1837503.125000 Penalty: 3227.070312
	Iteration 34Q: 3 clusters Score -1837503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1837500.875000 Penalty: 3227.070312
	Iteration 35Q: 3 clusters Score -1837501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1837505.000000 Penalty: 3227.070312
	Iteration 36Q: 3 clusters Score -1837505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1837505.750000 Penalty: 3227.070312
	Iteration 37Q: 3 clusters Score -1837506 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1837509.625000 Penalty: 3227.070312
	Iteration 38Q: 3 clusters Score -1837510 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1837513.000000 Penalty: 3227.070312
	Iteration 39Q: 3 clusters Score -1837513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1837519.750000 Penalty: 3227.070312
	Iteration 40F: 3 clusters Score -1837520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1837522.875000 Penalty: 3227.070312
	Iteration 41Q: 3 clusters Score -1837523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1837525.500000 Penalty: 3227.070312
	Iteration 42Q: 3 clusters Score -1837526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1837523.750000 Penalty: 3227.070312
	Iteration 43Q: 3 clusters Score -1837524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1837528.375000 Penalty: 3227.070312
	Iteration 44Q: 3 clusters Score -1837528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1837531.625000 Penalty: 3227.070312
	Iteration 45Q: 3 clusters Score -1837532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1837530.000000 Penalty: 3227.070312
	Iteration 46Q: 3 clusters Score -1837530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1837529.125000 Penalty: 3227.070312
	Iteration 47Q: 3 clusters Score -1837529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1837526.375000 Penalty: 3227.070312
	Iteration 48Q: 3 clusters Score -1837526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1837527.625000 Penalty: 3227.070312
	Iteration 49Q: 3 clusters Score -1837528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1837531.000000 Penalty: 3227.070312
	Iteration 50Q: 3 clusters Score -1837531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1837529.500000 Penalty: 3227.070312
	Iteration 51Q: 3 clusters Score -1837530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1837528.250000 Penalty: 3227.070312
	Iteration 52Q: 3 clusters Score -1837528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1837529.000000 Penalty: 3227.070312
	Iteration 53Q: 3 clusters Score -1837529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1837529.500000 Penalty: 3227.070312
	Iteration 54Q: 3 clusters Score -1837530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1837531.500000 Penalty: 3227.070312
	Iteration 55Q: 3 clusters Score -1837532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1837531.500000 Penalty: 3227.070312
	Iteration 56Q: 3 clusters Score -1837532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1837532.375000 Penalty: 3227.070312
	Iteration 57Q: 3 clusters Score -1837532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1837532.375000 Penalty: 3227.070312
	Iteration 58F: 3 clusters Score -1837532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Entering Unmasked Estep 
Score: -1037403.312500 Penalty: 1523.079834
	Iteration 0F: 2 clusters Score -1037403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1029075.437500 Penalty: 3046.159668
	Iteration 0F: 3 clusters Score -1029075 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1031776.812500 Penalty: 3046.159668
	Iteration 1F: 3 clusters Score -1031777 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1032027.250000 Penalty: 3046.159668
	Iteration 2F: 3 clusters Score -1032027 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1032221.875000 Penalty: 3046.159668
	Iteration 3Q: 3 clusters Score -1032222 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1032429.812500 Penalty: 3046.159668
	Iteration 4Q: 3 clusters Score -1032430 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1032643.750000 Penalty: 3046.159668
	Iteration 5Q: 3 clusters Score -1032644 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1032901.750000 Penalty: 3046.159668
	Iteration 6Q: 3 clusters Score -1032902 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1033200.312500 Penalty: 3046.159668
	Iteration 7Q: 3 clusters Score -1033200 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1033555.562500 Penalty: 3046.159668
	Iteration 8Q: 3 clusters Score -1033556 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1033882.812500 Penalty: 3046.159668
	Iteration 9Q: 3 clusters Score -1033883 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1034218.812500 Penalty: 3046.159668
	Iteration 10Q: 3 clusters Score -1034219 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1034488.437500 Penalty: 3046.159668
	Iteration 11Q: 3 clusters Score -1034488 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1034666.937500 Penalty: 3046.159668
	Iteration 12Q: 3 clusters Score -1034667 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1034774.062500 Penalty: 3046.159668
	Iteration 13Q: 3 clusters Score -1034774 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1034837.187500 Penalty: 3046.159668
	Iteration 14Q: 3 clusters Score -1034837 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1034865.687500 Penalty: 3046.159668
	Iteration 15Q: 3 clusters Score -1034866 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1034888.562500 Penalty: 3046.159668
	Iteration 16Q: 3 clusters Score -1034889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1034905.125000 Penalty: 3046.159668
	Iteration 17Q: 3 clusters Score -1034905 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1034915.187500 Penalty: 3046.159668
	Iteration 18Q: 3 clusters Score -1034915 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1034917.125000 Penalty: 3046.159668
	Iteration 19Q: 3 clusters Score -1034917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1034923.937500 Penalty: 3046.159668
	Iteration 20F: 3 clusters Score -1034924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1034929.187500 Penalty: 3046.159668
	Iteration 21Q: 3 clusters Score -1034929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1034932.000000 Penalty: 3046.159668
	Iteration 22Q: 3 clusters Score -1034932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1034933.125000 Penalty: 3046.159668
	Iteration 23Q: 3 clusters Score -1034933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1034937.812500 Penalty: 3046.159668
	Iteration 24Q: 3 clusters Score -1034938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1034936.062500 Penalty: 3046.159668
	Iteration 25Q: 3 clusters Score -1034936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1034937.625000 Penalty: 3046.159668
	Iteration 26Q: 3 clusters Score -1034938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1034937.000000 Penalty: 3046.159668
	Iteration 27Q: 3 clusters Score -1034937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1034938.375000 Penalty: 3046.159668
	Iteration 28Q: 3 clusters Score -1034938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1034938.375000 Penalty: 3046.159668
	Iteration 29F: 3 clusters Score -1034938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Entering Unmasked Estep 
Score: -302048.718750 Penalty: 1337.944336
	Iteration 0F: 2 clusters Score -302048.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -298853.781250 Penalty: 2675.888672
	Iteration 0F: 3 clusters Score -298853.8 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -299877.437500 Penalty: 2675.888672
	Iteration 1F: 3 clusters Score -299877.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -300161.250000 Penalty: 2675.888672
	Iteration 2F: 3 clusters Score -300161.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -300406.843750 Penalty: 2675.888672
	Iteration 3F: 3 clusters Score -300406.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -300557.562500 Penalty: 2675.888672
	Iteration 4F: 3 clusters Score -300557.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -300677.218750 Penalty: 2675.888672
	Iteration 5Q: 3 clusters Score -300677.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -300755.468750 Penalty: 2675.888672
	Iteration 6Q: 3 clusters Score -300755.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -300809.000000 Penalty: 2675.888672
	Iteration 7Q: 3 clusters Score -300809 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -300848.468750 Penalty: 2675.888672
	Iteration 8Q: 3 clusters Score -300848.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -300875.156250 Penalty: 2675.888672
	Iteration 9Q: 3 clusters Score -300875.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -300891.312500 Penalty: 2675.888672
	Iteration 10Q: 3 clusters Score -300891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -300899.750000 Penalty: 2675.888672
	Iteration 11Q: 3 clusters Score -300899.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -300906.718750 Penalty: 2675.888672
	Iteration 12Q: 3 clusters Score -300906.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -300910.906250 Penalty: 2675.888672
	Iteration 13Q: 3 clusters Score -300910.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -300916.156250 Penalty: 2675.888672
	Iteration 14Q: 3 clusters Score -300916.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -300921.187500 Penalty: 2675.888672
	Iteration 15Q: 3 clusters Score -300921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -300923.718750 Penalty: 2675.888672
	Iteration 16Q: 3 clusters Score -300923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -300925.937500 Penalty: 2675.888672
	Iteration 17Q: 3 clusters Score -300925.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -300930.000000 Penalty: 2675.888672
	Iteration 18Q: 3 clusters Score -300930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -300934.187500 Penalty: 2675.888672
	Iteration 19Q: 3 clusters Score -300934.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -300940.875000 Penalty: 2675.888672
	Iteration 20F: 3 clusters Score -300940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -300944.781250 Penalty: 2675.888672
	Iteration 21Q: 3 clusters Score -300944.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -300950.906250 Penalty: 2675.888672
	Iteration 22Q: 3 clusters Score -300950.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -300957.000000 Penalty: 2675.888672
	Iteration 23Q: 3 clusters Score -300957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -300963.093750 Penalty: 2675.888672
	Iteration 24Q: 3 clusters Score -300963.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -300970.531250 Penalty: 2675.888672
	Iteration 25Q: 3 clusters Score -300970.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -300975.531250 Penalty: 2675.888672
	Iteration 26Q: 3 clusters Score -300975.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -300979.593750 Penalty: 2675.888672
	Iteration 27Q: 3 clusters Score -300979.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -300983.218750 Penalty: 2675.888672
	Iteration 28Q: 3 clusters Score -300983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -300984.031250 Penalty: 2675.888672
	Iteration 29Q: 3 clusters Score -300984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -300985.000000 Penalty: 2675.888672
	Iteration 30Q: 3 clusters Score -300985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -300987.093750 Penalty: 2675.888672
	Iteration 31Q: 3 clusters Score -300987.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -300988.937500 Penalty: 2675.888672
	Iteration 32Q: 3 clusters Score -300988.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -300990.625000 Penalty: 2675.888672
	Iteration 33Q: 3 clusters Score -300990.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -300993.031250 Penalty: 2675.888672
	Iteration 34Q: 3 clusters Score -300993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -300997.812500 Penalty: 2675.888672
	Iteration 35Q: 3 clusters Score -300997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -301003.375000 Penalty: 2675.888672
	Iteration 36Q: 3 clusters Score -301003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -301006.531250 Penalty: 2675.888672
	Iteration 37Q: 3 clusters Score -301006.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -301008.968750 Penalty: 2675.888672
	Iteration 38Q: 3 clusters Score -301009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -301010.218750 Penalty: 2675.888672
	Iteration 39Q: 3 clusters Score -301010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -301011.781250 Penalty: 2675.888672
	Iteration 40F: 3 clusters Score -301011.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -301011.281250 Penalty: 2675.888672
	Iteration 41Q: 3 clusters Score -301011.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -301012.125000 Penalty: 2675.888672
	Iteration 42Q: 3 clusters Score -301012.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -301012.281250 Penalty: 2675.888672
	Iteration 43Q: 3 clusters Score -301012.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -301012.937500 Penalty: 2675.888672
	Iteration 44Q: 3 clusters Score -301012.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -301013.437500 Penalty: 2675.888672
	Iteration 45Q: 3 clusters Score -301013.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -301014.156250 Penalty: 2675.888672
	Iteration 46Q: 3 clusters Score -301014.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -301013.343750 Penalty: 2675.888672
	Iteration 47Q: 3 clusters Score -301013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -301013.343750 Penalty: 2675.888672
	Iteration 48F: 3 clusters Score -301013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Entering Unmasked Estep 
Score: -282916.687500 Penalty: 1314.291504
	Iteration 0F: 2 clusters Score -282916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -280023.250000 Penalty: 2628.583008
	Iteration 0F: 3 clusters Score -280023.2 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -280808.250000 Penalty: 2628.583008
	Iteration 1F: 3 clusters Score -280808.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -280995.500000 Penalty: 2628.583008
	Iteration 2F: 3 clusters Score -280995.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -281130.156250 Penalty: 2628.583008
	Iteration 3F: 3 clusters Score -281130.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -281244.656250 Penalty: 2628.583008
	Iteration 4Q: 3 clusters Score -281244.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -281340.406250 Penalty: 2628.583008
	Iteration 5Q: 3 clusters Score -281340.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -281418.875000 Penalty: 2628.583008
	Iteration 6Q: 3 clusters Score -281418.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -281482.625000 Penalty: 2628.583008
	Iteration 7Q: 3 clusters Score -281482.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281540.593750 Penalty: 2628.583008
	Iteration 8Q: 3 clusters Score -281540.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -281578.937500 Penalty: 2628.583008
	Iteration 9Q: 3 clusters Score -281578.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -281600.343750 Penalty: 2628.583008
	Iteration 10Q: 3 clusters Score -281600.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281623.437500 Penalty: 2628.583008
	Iteration 11Q: 3 clusters Score -281623.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -281638.937500 Penalty: 2628.583008
	Iteration 12Q: 3 clusters Score -281638.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281654.781250 Penalty: 2628.583008
	Iteration 13Q: 3 clusters Score -281654.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -281666.281250 Penalty: 2628.583008
	Iteration 14Q: 3 clusters Score -281666.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -281673.781250 Penalty: 2628.583008
	Iteration 15Q: 3 clusters Score -281673.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281683.625000 Penalty: 2628.583008
	Iteration 16Q: 3 clusters Score -281683.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -281698.031250 Penalty: 2628.583008
	Iteration 17Q: 3 clusters Score -281698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -281707.906250 Penalty: 2628.583008
	Iteration 18Q: 3 clusters Score -281707.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -281716.906250 Penalty: 2628.583008
	Iteration 19Q: 3 clusters Score -281716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -281722.875000 Penalty: 2628.583008
	Iteration 20F: 3 clusters Score -281722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -281727.718750 Penalty: 2628.583008
	Iteration 21Q: 3 clusters Score -281727.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -281733.531250 Penalty: 2628.583008
	Iteration 22Q: 3 clusters Score -281733.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -281739.656250 Penalty: 2628.583008
	Iteration 23Q: 3 clusters Score -281739.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -281745.562500 Penalty: 2628.583008
	Iteration 24Q: 3 clusters Score -281745.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -281749.562500 Penalty: 2628.583008
	Iteration 25Q: 3 clusters Score -281749.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -281754.218750 Penalty: 2628.583008
	Iteration 26Q: 3 clusters Score -281754.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -281755.937500 Penalty: 2628.583008
	Iteration 27Q: 3 clusters Score -281755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -281758.000000 Penalty: 2628.583008
	Iteration 28Q: 3 clusters Score -281758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -281759.562500 Penalty: 2628.583008
	Iteration 29Q: 3 clusters Score -281759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -281762.656250 Penalty: 2628.583008
	Iteration 30Q: 3 clusters Score -281762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -281766.218750 Penalty: 2628.583008
	Iteration 31Q: 3 clusters Score -281766.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -281768.656250 Penalty: 2628.583008
	Iteration 32Q: 3 clusters Score -281768.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -281770.656250 Penalty: 2628.583008
	Iteration 33Q: 3 clusters Score -281770.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -281772.156250 Penalty: 2628.583008
	Iteration 34Q: 3 clusters Score -281772.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -281774.656250 Penalty: 2628.583008
	Iteration 35Q: 3 clusters Score -281774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -281775.812500 Penalty: 2628.583008
	Iteration 36Q: 3 clusters Score -281775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -281775.843750 Penalty: 2628.583008
	Iteration 37Q: 3 clusters Score -281775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281776.093750 Penalty: 2628.583008
	Iteration 38Q: 3 clusters Score -281776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281776.406250 Penalty: 2628.583008
	Iteration 39Q: 3 clusters Score -281776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281776.406250 Penalty: 2628.583008
	Iteration 40F: 3 clusters Score -281776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -247249.890625 Penalty: 1286.954468
	Iteration 0F: 2 clusters Score -247249.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -244728.000000 Penalty: 2573.908936
	Iteration 0F: 3 clusters Score -244728 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -245352.625000 Penalty: 2573.908936
	Iteration 1F: 3 clusters Score -245352.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245561.875000 Penalty: 2573.908936
	Iteration 2F: 3 clusters Score -245561.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -245766.859375 Penalty: 2573.908936
	Iteration 3F: 3 clusters Score -245766.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -246031.359375 Penalty: 2573.908936
	Iteration 4F: 3 clusters Score -246031.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -246313.875000 Penalty: 2573.908936
	Iteration 5F: 3 clusters Score -246313.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -246555.531250 Penalty: 2573.908936
	Iteration 6F: 3 clusters Score -246555.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -246713.640625 Penalty: 2573.908936
	Iteration 7F: 3 clusters Score -246713.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246782.406250 Penalty: 2573.908936
	Iteration 8Q: 3 clusters Score -246782.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -246832.843750 Penalty: 2573.908936
	Iteration 9Q: 3 clusters Score -246832.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -246870.109375 Penalty: 2573.908936
	Iteration 10Q: 3 clusters Score -246870.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -246908.437500 Penalty: 2573.908936
	Iteration 11Q: 3 clusters Score -246908.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -246934.609375 Penalty: 2573.908936
	Iteration 12Q: 3 clusters Score -246934.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -246956.375000 Penalty: 2573.908936
	Iteration 13Q: 3 clusters Score -246956.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -246984.781250 Penalty: 2573.908936
	Iteration 14Q: 3 clusters Score -246984.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -247014.265625 Penalty: 2573.908936
	Iteration 15Q: 3 clusters Score -247014.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -247042.437500 Penalty: 2573.908936
	Iteration 16Q: 3 clusters Score -247042.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -247070.734375 Penalty: 2573.908936
	Iteration 17Q: 3 clusters Score -247070.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247093.687500 Penalty: 2573.908936
	Iteration 18Q: 3 clusters Score -247093.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -247110.187500 Penalty: 2573.908936
	Iteration 19Q: 3 clusters Score -247110.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -247118.765625 Penalty: 2573.908936
	Iteration 20F: 3 clusters Score -247118.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -247124.843750 Penalty: 2573.908936
	Iteration 21Q: 3 clusters Score -247124.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -247128.796875 Penalty: 2573.908936
	Iteration 22Q: 3 clusters Score -247128.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -247132.875000 Penalty: 2573.908936
	Iteration 23Q: 3 clusters Score -247132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -247136.406250 Penalty: 2573.908936
	Iteration 24Q: 3 clusters Score -247136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -247137.312500 Penalty: 2573.908936
	Iteration 25Q: 3 clusters Score -247137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247137.406250 Penalty: 2573.908936
	Iteration 26Q: 3 clusters Score -247137.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -247137.406250 Penalty: 2573.908936
	Iteration 27F: 3 clusters Score -247137.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Entering Unmasked Estep 
Score: -1118343.125000 Penalty: 1534.583862
	Iteration 0F: 2 clusters Score -1118343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1109489.500000 Penalty: 3069.167725
	Iteration 0F: 3 clusters Score -1109490 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1112775.125000 Penalty: 3069.167725
	Iteration 1F: 3 clusters Score -1112775 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1113301.500000 Penalty: 3069.167725
	Iteration 2F: 3 clusters Score -1113302 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1113871.250000 Penalty: 3069.167725
	Iteration 3F: 3 clusters Score -1113871 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1114535.250000 Penalty: 3069.167725
	Iteration 4F: 3 clusters Score -1114535 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1115206.750000 Penalty: 3069.167725
	Iteration 5F: 3 clusters Score -1115207 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1115812.500000 Penalty: 3069.167725
	Iteration 6F: 3 clusters Score -1115812 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1116312.625000 Penalty: 3069.167725
	Iteration 7Q: 3 clusters Score -1116313 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1116670.375000 Penalty: 3069.167725
	Iteration 8Q: 3 clusters Score -1116670 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1116860.125000 Penalty: 3069.167725
	Iteration 9Q: 3 clusters Score -1116860 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1116937.000000 Penalty: 3069.167725
	Iteration 10Q: 3 clusters Score -1116937 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1116982.000000 Penalty: 3069.167725
	Iteration 11Q: 3 clusters Score -1116982 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1117026.500000 Penalty: 3069.167725
	Iteration 12Q: 3 clusters Score -1117026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1117080.875000 Penalty: 3069.167725
	Iteration 13Q: 3 clusters Score -1117081 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1117131.875000 Penalty: 3069.167725
	Iteration 14Q: 3 clusters Score -1117132 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1117164.625000 Penalty: 3069.167725
	Iteration 15Q: 3 clusters Score -1117165 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1117185.125000 Penalty: 3069.167725
	Iteration 16Q: 3 clusters Score -1117185 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1117198.375000 Penalty: 3069.167725
	Iteration 17Q: 3 clusters Score -1117198 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1117199.875000 Penalty: 3069.167725
	Iteration 18Q: 3 clusters Score -1117200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1117203.250000 Penalty: 3069.167725
	Iteration 19Q: 3 clusters Score -1117203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1117210.750000 Penalty: 3069.167725
	Iteration 20F: 3 clusters Score -1117211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1117211.000000 Penalty: 3069.167725
	Iteration 21Q: 3 clusters Score -1117211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1117211.375000 Penalty: 3069.167725
	Iteration 22Q: 3 clusters Score -1117211 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1117219.125000 Penalty: 3069.167725
	Iteration 23Q: 3 clusters Score -1117219 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1117220.000000 Penalty: 3069.167725
	Iteration 24Q: 3 clusters Score -1117220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1117222.375000 Penalty: 3069.167725
	Iteration 25Q: 3 clusters Score -1117222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1117227.375000 Penalty: 3069.167725
	Iteration 26Q: 3 clusters Score -1117227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1117227.000000 Penalty: 3069.167725
	Iteration 27Q: 3 clusters Score -1117227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1117228.375000 Penalty: 3069.167725
	Iteration 28Q: 3 clusters Score -1117228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1117229.125000 Penalty: 3069.167725
	Iteration 29Q: 3 clusters Score -1117229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1117232.750000 Penalty: 3069.167725
	Iteration 30Q: 3 clusters Score -1117233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1117235.875000 Penalty: 3069.167725
	Iteration 31Q: 3 clusters Score -1117236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1117237.250000 Penalty: 3069.167725
	Iteration 32Q: 3 clusters Score -1117237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1117236.250000 Penalty: 3069.167725
	Iteration 33Q: 3 clusters Score -1117236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1117234.250000 Penalty: 3069.167725
	Iteration 34Q: 3 clusters Score -1117234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1117237.375000 Penalty: 3069.167725
	Iteration 35Q: 3 clusters Score -1117237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1117239.875000 Penalty: 3069.167725
	Iteration 36Q: 3 clusters Score -1117240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1117238.625000 Penalty: 3069.167725
	Iteration 37Q: 3 clusters Score -1117239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1117239.125000 Penalty: 3069.167725
	Iteration 38Q: 3 clusters Score -1117239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1117245.250000 Penalty: 3069.167725
	Iteration 39Q: 3 clusters Score -1117245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1117246.750000 Penalty: 3069.167725
	Iteration 40F: 3 clusters Score -1117247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1117251.125000 Penalty: 3069.167725
	Iteration 41Q: 3 clusters Score -1117251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1117251.500000 Penalty: 3069.167725
	Iteration 42Q: 3 clusters Score -1117252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1117254.125000 Penalty: 3069.167725
	Iteration 43Q: 3 clusters Score -1117254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1117256.125000 Penalty: 3069.167725
	Iteration 44Q: 3 clusters Score -1117256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1117257.750000 Penalty: 3069.167725
	Iteration 45Q: 3 clusters Score -1117258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1117257.875000 Penalty: 3069.167725
	Iteration 46Q: 3 clusters Score -1117258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1117257.000000 Penalty: 3069.167725
	Iteration 47Q: 3 clusters Score -1117257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1117256.375000 Penalty: 3069.167725
	Iteration 48Q: 3 clusters Score -1117256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1117258.625000 Penalty: 3069.167725
	Iteration 49Q: 3 clusters Score -1117259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1117259.250000 Penalty: 3069.167725
	Iteration 50Q: 3 clusters Score -1117259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1117262.250000 Penalty: 3069.167725
	Iteration 51Q: 3 clusters Score -1117262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1117260.500000 Penalty: 3069.167725
	Iteration 52Q: 3 clusters Score -1117260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1117261.000000 Penalty: 3069.167725
	Iteration 53Q: 3 clusters Score -1117261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1117263.000000 Penalty: 3069.167725
	Iteration 54Q: 3 clusters Score -1117263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1117263.375000 Penalty: 3069.167725
	Iteration 55Q: 3 clusters Score -1117263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1117263.625000 Penalty: 3069.167725
	Iteration 56Q: 3 clusters Score -1117264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1117261.750000 Penalty: 3069.167725
	Iteration 57Q: 3 clusters Score -1117262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1117264.000000 Penalty: 3069.167725
	Iteration 58Q: 3 clusters Score -1117264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1117266.750000 Penalty: 3069.167725
	Iteration 59Q: 3 clusters Score -1117267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1117263.000000 Penalty: 3069.167725
	Iteration 60F: 3 clusters Score -1117263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1117265.750000 Penalty: 3069.167725
	Iteration 61Q: 3 clusters Score -1117266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1117269.000000 Penalty: 3069.167725
	Iteration 62Q: 3 clusters Score -1117269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1117268.500000 Penalty: 3069.167725
	Iteration 63Q: 3 clusters Score -1117268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1117270.750000 Penalty: 3069.167725
	Iteration 64Q: 3 clusters Score -1117271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1117271.375000 Penalty: 3069.167725
	Iteration 65Q: 3 clusters Score -1117271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1117274.000000 Penalty: 3069.167725
	Iteration 66Q: 3 clusters Score -1117274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1117270.625000 Penalty: 3069.167725
	Iteration 67Q: 3 clusters Score -1117271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1117273.000000 Penalty: 3069.167725
	Iteration 68Q: 3 clusters Score -1117273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1117270.250000 Penalty: 3069.167725
	Iteration 69Q: 3 clusters Score -1117270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1117272.250000 Penalty: 3069.167725
	Iteration 70Q: 3 clusters Score -1117272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1117274.500000 Penalty: 3069.167725
	Iteration 71Q: 3 clusters Score -1117274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1117276.625000 Penalty: 3069.167725
	Iteration 72Q: 3 clusters Score -1117277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1117277.375000 Penalty: 3069.167725
	Iteration 73Q: 3 clusters Score -1117277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1117279.625000 Penalty: 3069.167725
	Iteration 74Q: 3 clusters Score -1117280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1117280.625000 Penalty: 3069.167725
	Iteration 75Q: 3 clusters Score -1117281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1117281.000000 Penalty: 3069.167725
	Iteration 76Q: 3 clusters Score -1117281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1117280.000000 Penalty: 3069.167725
	Iteration 77Q: 3 clusters Score -1117280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1117283.375000 Penalty: 3069.167725
	Iteration 78Q: 3 clusters Score -1117283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1117284.875000 Penalty: 3069.167725
	Iteration 79Q: 3 clusters Score -1117285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1117285.625000 Penalty: 3069.167725
	Iteration 80F: 3 clusters Score -1117286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1117286.125000 Penalty: 3069.167725
	Iteration 81Q: 3 clusters Score -1117286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1117286.375000 Penalty: 3069.167725
	Iteration 82Q: 3 clusters Score -1117286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1117287.750000 Penalty: 3069.167725
	Iteration 83Q: 3 clusters Score -1117288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1117287.375000 Penalty: 3069.167725
	Iteration 84Q: 3 clusters Score -1117287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1117286.875000 Penalty: 3069.167725
	Iteration 85Q: 3 clusters Score -1117287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1117285.625000 Penalty: 3069.167725
	Iteration 86Q: 3 clusters Score -1117286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1117286.375000 Penalty: 3069.167725
	Iteration 87Q: 3 clusters Score -1117286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1117286.375000 Penalty: 3069.167725
	Iteration 88Q: 3 clusters Score -1117286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1117286.750000 Penalty: 3069.167725
	Iteration 89Q: 3 clusters Score -1117287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1117288.500000 Penalty: 3069.167725
	Iteration 90Q: 3 clusters Score -1117288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1117287.875000 Penalty: 3069.167725
	Iteration 91Q: 3 clusters Score -1117288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1117285.375000 Penalty: 3069.167725
	Iteration 92Q: 3 clusters Score -1117285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1117287.250000 Penalty: 3069.167725
	Iteration 93Q: 3 clusters Score -1117287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1117287.125000 Penalty: 3069.167725
	Iteration 94Q: 3 clusters Score -1117287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1117288.250000 Penalty: 3069.167725
	Iteration 95Q: 3 clusters Score -1117288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1117290.000000 Penalty: 3069.167725
	Iteration 96Q: 3 clusters Score -1117290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1117290.000000 Penalty: 3069.167725
	Iteration 97F: 3 clusters Score -1117290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Entering Unmasked Estep 
Score: -458495.843750 Penalty: 1391.879395
	Iteration 0F: 2 clusters Score -458495.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -454303.093750 Penalty: 2783.758789
	Iteration 0F: 3 clusters Score -454303.1 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -455499.281250 Penalty: 2783.758789
	Iteration 1F: 3 clusters Score -455499.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -455711.656250 Penalty: 2783.758789
	Iteration 2F: 3 clusters Score -455711.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -455893.062500 Penalty: 2783.758789
	Iteration 3F: 3 clusters Score -455893.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -456051.562500 Penalty: 2783.758789
	Iteration 4F: 3 clusters Score -456051.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -456190.406250 Penalty: 2783.758789
	Iteration 5Q: 3 clusters Score -456190.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -456329.718750 Penalty: 2783.758789
	Iteration 6Q: 3 clusters Score -456329.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -456467.843750 Penalty: 2783.758789
	Iteration 7Q: 3 clusters Score -456467.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -456578.781250 Penalty: 2783.758789
	Iteration 8Q: 3 clusters Score -456578.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -456690.031250 Penalty: 2783.758789
	Iteration 9Q: 3 clusters Score -456690 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -456799.937500 Penalty: 2783.758789
	Iteration 10Q: 3 clusters Score -456799.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -456883.437500 Penalty: 2783.758789
	Iteration 11Q: 3 clusters Score -456883.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -456955.437500 Penalty: 2783.758789
	Iteration 12Q: 3 clusters Score -456955.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -457023.718750 Penalty: 2783.758789
	Iteration 13Q: 3 clusters Score -457023.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -457077.125000 Penalty: 2783.758789
	Iteration 14Q: 3 clusters Score -457077.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -457131.156250 Penalty: 2783.758789
	Iteration 15Q: 3 clusters Score -457131.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -457165.031250 Penalty: 2783.758789
	Iteration 16Q: 3 clusters Score -457165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -457187.750000 Penalty: 2783.758789
	Iteration 17Q: 3 clusters Score -457187.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -457208.312500 Penalty: 2783.758789
	Iteration 18Q: 3 clusters Score -457208.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -457228.187500 Penalty: 2783.758789
	Iteration 19Q: 3 clusters Score -457228.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -457239.375000 Penalty: 2783.758789
	Iteration 20F: 3 clusters Score -457239.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -457247.093750 Penalty: 2783.758789
	Iteration 21Q: 3 clusters Score -457247.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -457252.906250 Penalty: 2783.758789
	Iteration 22Q: 3 clusters Score -457252.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -457255.875000 Penalty: 2783.758789
	Iteration 23Q: 3 clusters Score -457255.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -457260.250000 Penalty: 2783.758789
	Iteration 24Q: 3 clusters Score -457260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -457262.437500 Penalty: 2783.758789
	Iteration 25Q: 3 clusters Score -457262.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -457264.468750 Penalty: 2783.758789
	Iteration 26Q: 3 clusters Score -457264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -457267.625000 Penalty: 2783.758789
	Iteration 27Q: 3 clusters Score -457267.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -457271.625000 Penalty: 2783.758789
	Iteration 28Q: 3 clusters Score -457271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -457275.406250 Penalty: 2783.758789
	Iteration 29Q: 3 clusters Score -457275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -457279.718750 Penalty: 2783.758789
	Iteration 30Q: 3 clusters Score -457279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -457284.750000 Penalty: 2783.758789
	Iteration 31Q: 3 clusters Score -457284.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -457286.218750 Penalty: 2783.758789
	Iteration 32Q: 3 clusters Score -457286.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -457286.218750 Penalty: 2783.758789
	Iteration 33F: 3 clusters Score -457286.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Entering Unmasked Estep 
Score: -1893147.000000 Penalty: 1612.717651
	Iteration 0F: 2 clusters Score -1893147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1879300.500000 Penalty: 3225.435303
	Iteration 0F: 3 clusters Score -1879300 nChanged 9204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1884156.875000 Penalty: 3225.435303
	Iteration 1F: 3 clusters Score -1884157 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1884479.000000 Penalty: 3225.435303
	Iteration 2Q: 3 clusters Score -1884479 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1884783.625000 Penalty: 3225.435303
	Iteration 3Q: 3 clusters Score -1884784 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1885030.250000 Penalty: 3225.435303
	Iteration 4Q: 3 clusters Score -1885030 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1885248.875000 Penalty: 3225.435303
	Iteration 5Q: 3 clusters Score -1885249 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1885485.625000 Penalty: 3225.435303
	Iteration 6Q: 3 clusters Score -1885486 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1885750.125000 Penalty: 3225.435303
	Iteration 7Q: 3 clusters Score -1885750 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1886054.500000 Penalty: 3225.435303
	Iteration 8Q: 3 clusters Score -1886054 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1886480.500000 Penalty: 3225.435303
	Iteration 9Q: 3 clusters Score -1886480 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1887051.875000 Penalty: 3225.435303
	Iteration 10Q: 3 clusters Score -1887052 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1887788.000000 Penalty: 3225.435303
	Iteration 11F: 3 clusters Score -1887788 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1888617.000000 Penalty: 3225.435303
	Iteration 12F: 3 clusters Score -1888617 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1889471.625000 Penalty: 3225.435303
	Iteration 13Q: 3 clusters Score -1889472 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -1890094.125000 Penalty: 3225.435303
	Iteration 14Q: 3 clusters Score -1890094 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -1890560.500000 Penalty: 3225.435303
	Iteration 15Q: 3 clusters Score -1890560 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1890902.750000 Penalty: 3225.435303
	Iteration 16Q: 3 clusters Score -1890903 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1891163.375000 Penalty: 3225.435303
	Iteration 17Q: 3 clusters Score -1891163 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -1891335.125000 Penalty: 3225.435303
	Iteration 18Q: 3 clusters Score -1891335 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -1891442.125000 Penalty: 3225.435303
	Iteration 19Q: 3 clusters Score -1891442 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1891512.250000 Penalty: 3225.435303
	Iteration 20F: 3 clusters Score -1891512 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1891556.375000 Penalty: 3225.435303
	Iteration 21Q: 3 clusters Score -1891556 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -1891593.750000 Penalty: 3225.435303
	Iteration 22Q: 3 clusters Score -1891594 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -1891618.250000 Penalty: 3225.435303
	Iteration 23Q: 3 clusters Score -1891618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -1891632.000000 Penalty: 3225.435303
	Iteration 24Q: 3 clusters Score -1891632 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -1891652.125000 Penalty: 3225.435303
	Iteration 25Q: 3 clusters Score -1891652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -1891667.125000 Penalty: 3225.435303
	Iteration 26Q: 3 clusters Score -1891667 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -1891677.750000 Penalty: 3225.435303
	Iteration 27Q: 3 clusters Score -1891678 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -1891696.250000 Penalty: 3225.435303
	Iteration 28Q: 3 clusters Score -1891696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -1891704.375000 Penalty: 3225.435303
	Iteration 29Q: 3 clusters Score -1891704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1891709.625000 Penalty: 3225.435303
	Iteration 30Q: 3 clusters Score -1891710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -1891716.125000 Penalty: 3225.435303
	Iteration 31Q: 3 clusters Score -1891716 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -1891717.875000 Penalty: 3225.435303
	Iteration 32Q: 3 clusters Score -1891718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1891722.500000 Penalty: 3225.435303
	Iteration 33Q: 3 clusters Score -1891722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
Score: -1891728.500000 Penalty: 3225.435303
	Iteration 34Q: 3 clusters Score -1891728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1891732.375000 Penalty: 3225.435303
	Iteration 35Q: 3 clusters Score -1891732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1891734.000000 Penalty: 3225.435303
	Iteration 36Q: 3 clusters Score -1891734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -1891735.250000 Penalty: 3225.435303
	Iteration 37Q: 3 clusters Score -1891735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -1891736.625000 Penalty: 3225.435303
	Iteration 38Q: 3 clusters Score -1891737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -1891739.625000 Penalty: 3225.435303
	Iteration 39Q: 3 clusters Score -1891740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -1891742.250000 Penalty: 3225.435303
	Iteration 40F: 3 clusters Score -1891742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -1891742.375000 Penalty: 3225.435303
	Iteration 41Q: 3 clusters Score -1891742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -1891742.000000 Penalty: 3225.435303
	Iteration 42Q: 3 clusters Score -1891742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1891743.250000 Penalty: 3225.435303
	Iteration 43Q: 3 clusters Score -1891743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -1891746.000000 Penalty: 3225.435303
	Iteration 44Q: 3 clusters Score -1891746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -1891752.000000 Penalty: 3225.435303
	Iteration 45Q: 3 clusters Score -1891752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -1891754.500000 Penalty: 3225.435303
	Iteration 46Q: 3 clusters Score -1891754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -1891754.125000 Penalty: 3225.435303
	Iteration 47Q: 3 clusters Score -1891754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -1891755.375000 Penalty: 3225.435303
	Iteration 48Q: 3 clusters Score -1891755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -1891753.875000 Penalty: 3225.435303
	Iteration 49Q: 3 clusters Score -1891754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -1891755.250000 Penalty: 3225.435303
	Iteration 50Q: 3 clusters Score -1891755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -1891755.250000 Penalty: 3225.435303
	Iteration 51F: 3 clusters Score -1891755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Entering Unmasked Estep 
Score: -488909.468750 Penalty: 1395.311523
	Iteration 0F: 2 clusters Score -488909.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -484751.718750 Penalty: 2790.623047
	Iteration 0F: 3 clusters Score -484751.7 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -485938.093750 Penalty: 2790.623047
	Iteration 1F: 3 clusters Score -485938.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -486159.156250 Penalty: 2790.623047
	Iteration 2F: 3 clusters Score -486159.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -486331.281250 Penalty: 2790.623047
	Iteration 3F: 3 clusters Score -486331.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -486472.437500 Penalty: 2790.623047
	Iteration 4F: 3 clusters Score -486472.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -486585.843750 Penalty: 2790.623047
	Iteration 5Q: 3 clusters Score -486585.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -486676.281250 Penalty: 2790.623047
	Iteration 6Q: 3 clusters Score -486676.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -486749.843750 Penalty: 2790.623047
	Iteration 7Q: 3 clusters Score -486749.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -486821.093750 Penalty: 2790.623047
	Iteration 8Q: 3 clusters Score -486821.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -486880.593750 Penalty: 2790.623047
	Iteration 9Q: 3 clusters Score -486880.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -486929.031250 Penalty: 2790.623047
	Iteration 10Q: 3 clusters Score -486929 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -486976.187500 Penalty: 2790.623047
	Iteration 11Q: 3 clusters Score -486976.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -487021.437500 Penalty: 2790.623047
	Iteration 12Q: 3 clusters Score -487021.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -487061.406250 Penalty: 2790.623047
	Iteration 13Q: 3 clusters Score -487061.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -487089.125000 Penalty: 2790.623047
	Iteration 14Q: 3 clusters Score -487089.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -487113.312500 Penalty: 2790.623047
	Iteration 15Q: 3 clusters Score -487113.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -487134.187500 Penalty: 2790.623047
	Iteration 16Q: 3 clusters Score -487134.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -487157.218750 Penalty: 2790.623047
	Iteration 17Q: 3 clusters Score -487157.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -487178.062500 Penalty: 2790.623047
	Iteration 18Q: 3 clusters Score -487178.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -487201.781250 Penalty: 2790.623047
	Iteration 19Q: 3 clusters Score -487201.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -487223.062500 Penalty: 2790.623047
	Iteration 20F: 3 clusters Score -487223.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -487243.906250 Penalty: 2790.623047
	Iteration 21Q: 3 clusters Score -487243.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -487259.875000 Penalty: 2790.623047
	Iteration 22Q: 3 clusters Score -487259.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -487271.843750 Penalty: 2790.623047
	Iteration 23Q: 3 clusters Score -487271.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -487286.218750 Penalty: 2790.623047
	Iteration 24Q: 3 clusters Score -487286.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -487295.468750 Penalty: 2790.623047
	Iteration 25Q: 3 clusters Score -487295.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -487304.812500 Penalty: 2790.623047
	Iteration 26Q: 3 clusters Score -487304.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -487314.281250 Penalty: 2790.623047
	Iteration 27Q: 3 clusters Score -487314.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -487322.843750 Penalty: 2790.623047
	Iteration 28Q: 3 clusters Score -487322.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -487330.062500 Penalty: 2790.623047
	Iteration 29Q: 3 clusters Score -487330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -487337.625000 Penalty: 2790.623047
	Iteration 30Q: 3 clusters Score -487337.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -487341.937500 Penalty: 2790.623047
	Iteration 31Q: 3 clusters Score -487341.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -487347.562500 Penalty: 2790.623047
	Iteration 32Q: 3 clusters Score -487347.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -487352.906250 Penalty: 2790.623047
	Iteration 33Q: 3 clusters Score -487352.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -487357.218750 Penalty: 2790.623047
	Iteration 34Q: 3 clusters Score -487357.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -487361.562500 Penalty: 2790.623047
	Iteration 35Q: 3 clusters Score -487361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -487365.000000 Penalty: 2790.623047
	Iteration 36Q: 3 clusters Score -487365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -487368.968750 Penalty: 2790.623047
	Iteration 37Q: 3 clusters Score -487369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -487372.718750 Penalty: 2790.623047
	Iteration 38Q: 3 clusters Score -487372.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -487375.375000 Penalty: 2790.623047
	Iteration 39Q: 3 clusters Score -487375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -487376.875000 Penalty: 2790.623047
	Iteration 40F: 3 clusters Score -487376.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -487379.062500 Penalty: 2790.623047
	Iteration 41Q: 3 clusters Score -487379.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -487379.437500 Penalty: 2790.623047
	Iteration 42Q: 3 clusters Score -487379.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -487381.531250 Penalty: 2790.623047
	Iteration 43Q: 3 clusters Score -487381.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -487386.375000 Penalty: 2790.623047
	Iteration 44Q: 3 clusters Score -487386.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -487390.968750 Penalty: 2790.623047
	Iteration 45Q: 3 clusters Score -487391 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -487396.187500 Penalty: 2790.623047
	Iteration 46Q: 3 clusters Score -487396.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -487404.312500 Penalty: 2790.623047
	Iteration 47Q: 3 clusters Score -487404.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -487408.843750 Penalty: 2790.623047
	Iteration 48Q: 3 clusters Score -487408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -487414.656250 Penalty: 2790.623047
	Iteration 49Q: 3 clusters Score -487414.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -487421.562500 Penalty: 2790.623047
	Iteration 50Q: 3 clusters Score -487421.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -487427.125000 Penalty: 2790.623047
	Iteration 51Q: 3 clusters Score -487427.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -487430.750000 Penalty: 2790.623047
	Iteration 52Q: 3 clusters Score -487430.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -487432.843750 Penalty: 2790.623047
	Iteration 53Q: 3 clusters Score -487432.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -487434.062500 Penalty: 2790.623047
	Iteration 54Q: 3 clusters Score -487434.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -487435.906250 Penalty: 2790.623047
	Iteration 55Q: 3 clusters Score -487435.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -487435.750000 Penalty: 2790.623047
	Iteration 56Q: 3 clusters Score -487435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -487435.875000 Penalty: 2790.623047
	Iteration 57Q: 3 clusters Score -487435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -487435.875000 Penalty: 2790.623047
	Iteration 58F: 3 clusters Score -487435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Entering Unmasked Estep 
Score: -604490.750000 Penalty: 1434.320557
	Iteration 0F: 2 clusters Score -604490.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -599377.500000 Penalty: 2868.641113
	Iteration 0F: 3 clusters Score -599377.5 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -601211.875000 Penalty: 2868.641113
	Iteration 1F: 3 clusters Score -601211.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -601612.875000 Penalty: 2868.641113
	Iteration 2F: 3 clusters Score -601612.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -601916.375000 Penalty: 2868.641113
	Iteration 3F: 3 clusters Score -601916.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -602157.375000 Penalty: 2868.641113
	Iteration 4F: 3 clusters Score -602157.4 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -602347.312500 Penalty: 2868.641113
	Iteration 5Q: 3 clusters Score -602347.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -602485.312500 Penalty: 2868.641113
	Iteration 6Q: 3 clusters Score -602485.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -602569.562500 Penalty: 2868.641113
	Iteration 7Q: 3 clusters Score -602569.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -602620.937500 Penalty: 2868.641113
	Iteration 8Q: 3 clusters Score -602620.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -602650.250000 Penalty: 2868.641113
	Iteration 9Q: 3 clusters Score -602650.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -602670.625000 Penalty: 2868.641113
	Iteration 10Q: 3 clusters Score -602670.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -602686.687500 Penalty: 2868.641113
	Iteration 11Q: 3 clusters Score -602686.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -602698.625000 Penalty: 2868.641113
	Iteration 12Q: 3 clusters Score -602698.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -602707.687500 Penalty: 2868.641113
	Iteration 13Q: 3 clusters Score -602707.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -602718.312500 Penalty: 2868.641113
	Iteration 14Q: 3 clusters Score -602718.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -602725.250000 Penalty: 2868.641113
	Iteration 15Q: 3 clusters Score -602725.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -602729.375000 Penalty: 2868.641113
	Iteration 16Q: 3 clusters Score -602729.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -602732.562500 Penalty: 2868.641113
	Iteration 17Q: 3 clusters Score -602732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -602734.125000 Penalty: 2868.641113
	Iteration 18Q: 3 clusters Score -602734.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -602739.375000 Penalty: 2868.641113
	Iteration 19Q: 3 clusters Score -602739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -602744.625000 Penalty: 2868.641113
	Iteration 20F: 3 clusters Score -602744.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -602746.187500 Penalty: 2868.641113
	Iteration 21Q: 3 clusters Score -602746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -602748.562500 Penalty: 2868.641113
	Iteration 22Q: 3 clusters Score -602748.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -602748.312500 Penalty: 2868.641113
	Iteration 23Q: 3 clusters Score -602748.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -602749.250000 Penalty: 2868.641113
	Iteration 24Q: 3 clusters Score -602749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -602751.312500 Penalty: 2868.641113
	Iteration 25Q: 3 clusters Score -602751.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -602751.437500 Penalty: 2868.641113
	Iteration 26Q: 3 clusters Score -602751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -602752.500000 Penalty: 2868.641113
	Iteration 27Q: 3 clusters Score -602752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -602753.750000 Penalty: 2868.641113
	Iteration 28Q: 3 clusters Score -602753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -602754.250000 Penalty: 2868.641113
	Iteration 29Q: 3 clusters Score -602754.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -602754.500000 Penalty: 2868.641113
	Iteration 30Q: 3 clusters Score -602754.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -602756.562500 Penalty: 2868.641113
	Iteration 31Q: 3 clusters Score -602756.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -602757.625000 Penalty: 2868.641113
	Iteration 32Q: 3 clusters Score -602757.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -602757.062500 Penalty: 2868.641113
	Iteration 33Q: 3 clusters Score -602757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -602757.375000 Penalty: 2868.641113
	Iteration 34Q: 3 clusters Score -602757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -602757.000000 Penalty: 2868.641113
	Iteration 35Q: 3 clusters Score -602757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -602758.750000 Penalty: 2868.641113
	Iteration 36Q: 3 clusters Score -602758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -602757.500000 Penalty: 2868.641113
	Iteration 37Q: 3 clusters Score -602757.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -602758.062500 Penalty: 2868.641113
	Iteration 38Q: 3 clusters Score -602758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -602758.062500 Penalty: 2868.641113
	Iteration 39F: 3 clusters Score -602758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -550508.625000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -550508.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -545847.312500 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -545847.3 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -547320.812500 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -547320.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -547621.500000 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -547621.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -547808.000000 Penalty: 2831.967529
	Iteration 3F: 3 clusters Score -547808 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -547924.875000 Penalty: 2831.967529
	Iteration 4Q: 3 clusters Score -547924.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -548020.687500 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -548020.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -548109.687500 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -548109.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -548197.562500 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -548197.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -548268.000000 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -548268 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -548356.937500 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -548356.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -548471.875000 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -548471.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -548636.562500 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -548636.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -548852.562500 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -548852.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -549089.562500 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -549089.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -549282.750000 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -549282.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -549460.312500 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -549460.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -549601.437500 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -549601.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -549720.687500 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -549720.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -549820.250000 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -549820.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -549907.312500 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -549907.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -549959.312500 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -549959.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -550013.312500 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -550013.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -550036.875000 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -550036.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -550053.000000 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -550053 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -550064.562500 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -550064.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -550071.000000 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -550071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -550074.375000 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -550074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -550074.250000 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -550074.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -550077.875000 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -550077.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -550085.437500 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -550085.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -550090.875000 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -550090.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -550096.500000 Penalty: 2831.967529
	Iteration 31Q: 3 clusters Score -550096.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -550100.125000 Penalty: 2831.967529
	Iteration 32Q: 3 clusters Score -550100.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -550104.687500 Penalty: 2831.967529
	Iteration 33Q: 3 clusters Score -550104.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -550110.062500 Penalty: 2831.967529
	Iteration 34Q: 3 clusters Score -550110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -550117.562500 Penalty: 2831.967529
	Iteration 35Q: 3 clusters Score -550117.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -550118.687500 Penalty: 2831.967529
	Iteration 36Q: 3 clusters Score -550118.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -550121.062500 Penalty: 2831.967529
	Iteration 37Q: 3 clusters Score -550121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -550123.062500 Penalty: 2831.967529
	Iteration 38Q: 3 clusters Score -550123.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -550124.750000 Penalty: 2831.967529
	Iteration 39Q: 3 clusters Score -550124.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -550124.750000 Penalty: 2831.967529
	Iteration 40F: 3 clusters Score -550124.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -550126.062500 Penalty: 2831.967529
	Iteration 41Q: 3 clusters Score -550126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -550126.062500 Penalty: 2831.967529
	Iteration 42F: 3 clusters Score -550126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -484950.656250 Penalty: 1396.790649
	Iteration 0F: 2 clusters Score -484950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -480698.156250 Penalty: 2793.581299
	Iteration 0F: 3 clusters Score -480698.2 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -481888.437500 Penalty: 2793.581299
	Iteration 1F: 3 clusters Score -481888.4 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -482080.812500 Penalty: 2793.581299
	Iteration 2F: 3 clusters Score -482080.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -482197.156250 Penalty: 2793.581299
	Iteration 3Q: 3 clusters Score -482197.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -482303.250000 Penalty: 2793.581299
	Iteration 4Q: 3 clusters Score -482303.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -482398.281250 Penalty: 2793.581299
	Iteration 5Q: 3 clusters Score -482398.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -482486.937500 Penalty: 2793.581299
	Iteration 6Q: 3 clusters Score -482486.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -482571.843750 Penalty: 2793.581299
	Iteration 7Q: 3 clusters Score -482571.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -482641.625000 Penalty: 2793.581299
	Iteration 8Q: 3 clusters Score -482641.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -482707.250000 Penalty: 2793.581299
	Iteration 9Q: 3 clusters Score -482707.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -482781.718750 Penalty: 2793.581299
	Iteration 10Q: 3 clusters Score -482781.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -482867.468750 Penalty: 2793.581299
	Iteration 11Q: 3 clusters Score -482867.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -482954.937500 Penalty: 2793.581299
	Iteration 12Q: 3 clusters Score -482954.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -483035.968750 Penalty: 2793.581299
	Iteration 13Q: 3 clusters Score -483036 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -483116.625000 Penalty: 2793.581299
	Iteration 14Q: 3 clusters Score -483116.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -483209.625000 Penalty: 2793.581299
	Iteration 15Q: 3 clusters Score -483209.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -483304.531250 Penalty: 2793.581299
	Iteration 16Q: 3 clusters Score -483304.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -483389.562500 Penalty: 2793.581299
	Iteration 17Q: 3 clusters Score -483389.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -483454.625000 Penalty: 2793.581299
	Iteration 18Q: 3 clusters Score -483454.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -483502.406250 Penalty: 2793.581299
	Iteration 19Q: 3 clusters Score -483502.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -483544.062500 Penalty: 2793.581299
	Iteration 20F: 3 clusters Score -483544.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -483579.156250 Penalty: 2793.581299
	Iteration 21Q: 3 clusters Score -483579.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -483612.906250 Penalty: 2793.581299
	Iteration 22Q: 3 clusters Score -483612.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -483648.156250 Penalty: 2793.581299
	Iteration 23Q: 3 clusters Score -483648.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -483670.406250 Penalty: 2793.581299
	Iteration 24Q: 3 clusters Score -483670.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -483691.937500 Penalty: 2793.581299
	Iteration 25Q: 3 clusters Score -483691.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -483710.625000 Penalty: 2793.581299
	Iteration 26Q: 3 clusters Score -483710.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -483723.156250 Penalty: 2793.581299
	Iteration 27Q: 3 clusters Score -483723.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -483738.218750 Penalty: 2793.581299
	Iteration 28Q: 3 clusters Score -483738.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -483745.593750 Penalty: 2793.581299
	Iteration 29Q: 3 clusters Score -483745.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -483755.375000 Penalty: 2793.581299
	Iteration 30Q: 3 clusters Score -483755.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -483763.781250 Penalty: 2793.581299
	Iteration 31Q: 3 clusters Score -483763.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -483774.531250 Penalty: 2793.581299
	Iteration 32Q: 3 clusters Score -483774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -483781.968750 Penalty: 2793.581299
	Iteration 33Q: 3 clusters Score -483782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -483788.906250 Penalty: 2793.581299
	Iteration 34Q: 3 clusters Score -483788.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -483800.062500 Penalty: 2793.581299
	Iteration 35Q: 3 clusters Score -483800.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -483811.062500 Penalty: 2793.581299
	Iteration 36Q: 3 clusters Score -483811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -483812.875000 Penalty: 2793.581299
	Iteration 37Q: 3 clusters Score -483812.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -483815.812500 Penalty: 2793.581299
	Iteration 38Q: 3 clusters Score -483815.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -483818.281250 Penalty: 2793.581299
	Iteration 39Q: 3 clusters Score -483818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -483820.968750 Penalty: 2793.581299
	Iteration 40F: 3 clusters Score -483821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -483824.250000 Penalty: 2793.581299
	Iteration 41Q: 3 clusters Score -483824.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -483828.125000 Penalty: 2793.581299
	Iteration 42Q: 3 clusters Score -483828.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -483833.250000 Penalty: 2793.581299
	Iteration 43Q: 3 clusters Score -483833.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -483841.031250 Penalty: 2793.581299
	Iteration 44Q: 3 clusters Score -483841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -483846.906250 Penalty: 2793.581299
	Iteration 45Q: 3 clusters Score -483846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -483852.750000 Penalty: 2793.581299
	Iteration 46Q: 3 clusters Score -483852.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -483857.625000 Penalty: 2793.581299
	Iteration 47Q: 3 clusters Score -483857.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -483861.250000 Penalty: 2793.581299
	Iteration 48Q: 3 clusters Score -483861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -483866.562500 Penalty: 2793.581299
	Iteration 49Q: 3 clusters Score -483866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -483873.468750 Penalty: 2793.581299
	Iteration 50Q: 3 clusters Score -483873.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -483879.812500 Penalty: 2793.581299
	Iteration 51Q: 3 clusters Score -483879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -483889.625000 Penalty: 2793.581299
	Iteration 52Q: 3 clusters Score -483889.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -483900.906250 Penalty: 2793.581299
	Iteration 53Q: 3 clusters Score -483900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -483905.875000 Penalty: 2793.581299
	Iteration 54Q: 3 clusters Score -483905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -483910.968750 Penalty: 2793.581299
	Iteration 55Q: 3 clusters Score -483911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -483913.750000 Penalty: 2793.581299
	Iteration 56Q: 3 clusters Score -483913.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -483913.343750 Penalty: 2793.581299
	Iteration 57Q: 3 clusters Score -483913.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -483914.437500 Penalty: 2793.581299
	Iteration 58Q: 3 clusters Score -483914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -483914.437500 Penalty: 2793.581299
	Iteration 59F: 3 clusters Score -483914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -93332.695312 Penalty: 1154.289795
	Iteration 0F: 2 clusters Score -93332.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -91804.710938 Penalty: 2308.579590
	Iteration 0F: 3 clusters Score -91804.71 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -92216.101562 Penalty: 2308.579590
	Iteration 1F: 3 clusters Score -92216.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92343.421875 Penalty: 2308.579590
	Iteration 2F: 3 clusters Score -92343.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92419.601562 Penalty: 2308.579590
	Iteration 3F: 3 clusters Score -92419.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92466.953125 Penalty: 2308.579590
	Iteration 4Q: 3 clusters Score -92466.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -92512.210938 Penalty: 2308.579590
	Iteration 5Q: 3 clusters Score -92512.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -92535.476562 Penalty: 2308.579590
	Iteration 6Q: 3 clusters Score -92535.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -92546.835938 Penalty: 2308.579590
	Iteration 7Q: 3 clusters Score -92546.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -92554.859375 Penalty: 2308.579590
	Iteration 8Q: 3 clusters Score -92554.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -92559.132812 Penalty: 2308.579590
	Iteration 9Q: 3 clusters Score -92559.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -92562.781250 Penalty: 2308.579590
	Iteration 10Q: 3 clusters Score -92562.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -92566.742188 Penalty: 2308.579590
	Iteration 11Q: 3 clusters Score -92566.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -92569.562500 Penalty: 2308.579590
	Iteration 12Q: 3 clusters Score -92569.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92570.242188 Penalty: 2308.579590
	Iteration 13Q: 3 clusters Score -92570.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -92570.242188 Penalty: 2308.579590
	Iteration 14F: 3 clusters Score -92570.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Entering Unmasked Estep 
Score: -445277.718750 Penalty: 1378.220703
	Iteration 0F: 2 clusters Score -445277.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -441395.000000 Penalty: 2756.441406
	Iteration 0F: 3 clusters Score -441395 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -442513.687500 Penalty: 2756.441406
	Iteration 1F: 3 clusters Score -442513.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -442665.812500 Penalty: 2756.441406
	Iteration 2F: 3 clusters Score -442665.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -442777.093750 Penalty: 2756.441406
	Iteration 3Q: 3 clusters Score -442777.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -442854.343750 Penalty: 2756.441406
	Iteration 4Q: 3 clusters Score -442854.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -442909.281250 Penalty: 2756.441406
	Iteration 5Q: 3 clusters Score -442909.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -442952.656250 Penalty: 2756.441406
	Iteration 6Q: 3 clusters Score -442952.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -443014.500000 Penalty: 2756.441406
	Iteration 7Q: 3 clusters Score -443014.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -443081.937500 Penalty: 2756.441406
	Iteration 8Q: 3 clusters Score -443081.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -443156.718750 Penalty: 2756.441406
	Iteration 9Q: 3 clusters Score -443156.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -443233.312500 Penalty: 2756.441406
	Iteration 10Q: 3 clusters Score -443233.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -443334.625000 Penalty: 2756.441406
	Iteration 11Q: 3 clusters Score -443334.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -443450.875000 Penalty: 2756.441406
	Iteration 12Q: 3 clusters Score -443450.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -443569.125000 Penalty: 2756.441406
	Iteration 13Q: 3 clusters Score -443569.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -443672.000000 Penalty: 2756.441406
	Iteration 14Q: 3 clusters Score -443672 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -443778.093750 Penalty: 2756.441406
	Iteration 15Q: 3 clusters Score -443778.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -443876.468750 Penalty: 2756.441406
	Iteration 16Q: 3 clusters Score -443876.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -443957.937500 Penalty: 2756.441406
	Iteration 17Q: 3 clusters Score -443957.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -444015.656250 Penalty: 2756.441406
	Iteration 18Q: 3 clusters Score -444015.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -444052.531250 Penalty: 2756.441406
	Iteration 19Q: 3 clusters Score -444052.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -444083.468750 Penalty: 2756.441406
	Iteration 20F: 3 clusters Score -444083.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -444111.718750 Penalty: 2756.441406
	Iteration 21Q: 3 clusters Score -444111.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -444134.312500 Penalty: 2756.441406
	Iteration 22Q: 3 clusters Score -444134.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -444145.625000 Penalty: 2756.441406
	Iteration 23Q: 3 clusters Score -444145.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -444154.156250 Penalty: 2756.441406
	Iteration 24Q: 3 clusters Score -444154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -444158.125000 Penalty: 2756.441406
	Iteration 25Q: 3 clusters Score -444158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -444163.250000 Penalty: 2756.441406
	Iteration 26Q: 3 clusters Score -444163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -444168.500000 Penalty: 2756.441406
	Iteration 27Q: 3 clusters Score -444168.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -444173.406250 Penalty: 2756.441406
	Iteration 28Q: 3 clusters Score -444173.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -444173.843750 Penalty: 2756.441406
	Iteration 29Q: 3 clusters Score -444173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -444173.843750 Penalty: 2756.441406
	Iteration 30F: 3 clusters Score -444173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67834 members 
Entering Unmasked Estep 
Score: -6289467.500000 Penalty: 1807.783081
	Iteration 0F: 2 clusters Score -6289468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6244423.500000 Penalty: 3615.566162
	Iteration 0F: 3 clusters Score -6244424 nChanged 32036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6262807.000000 Penalty: 3615.566162
	Iteration 1F: 3 clusters Score -6262807 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -6263611.500000 Penalty: 3615.566162
	Iteration 2Q: 3 clusters Score -6263612 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -6264450.500000 Penalty: 3615.566162
	Iteration 3Q: 3 clusters Score -6264450 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
Score: -6265521.500000 Penalty: 3615.566162
	Iteration 4Q: 3 clusters Score -6265522 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -6266874.500000 Penalty: 3615.566162
	Iteration 5Q: 3 clusters Score -6266874 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -6268637.500000 Penalty: 3615.566162
	Iteration 6Q: 3 clusters Score -6268638 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -6270976.000000 Penalty: 3615.566162
	Iteration 7F: 3 clusters Score -6270976 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -6273462.500000 Penalty: 3615.566162
	Iteration 8F: 3 clusters Score -6273462 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -6275791.500000 Penalty: 3615.566162
	Iteration 9F: 3 clusters Score -6275792 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -6277506.500000 Penalty: 3615.566162
	Iteration 10Q: 3 clusters Score -6277506 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -6278400.000000 Penalty: 3615.566162
	Iteration 11Q: 3 clusters Score -6278400 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -6278840.500000 Penalty: 3615.566162
	Iteration 12Q: 3 clusters Score -6278840 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -6279099.500000 Penalty: 3615.566162
	Iteration 13Q: 3 clusters Score -6279100 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -6279340.500000 Penalty: 3615.566162
	Iteration 14Q: 3 clusters Score -6279340 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -6279526.500000 Penalty: 3615.566162
	Iteration 15Q: 3 clusters Score -6279526 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -6279773.000000 Penalty: 3615.566162
	Iteration 16Q: 3 clusters Score -6279773 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -6280010.000000 Penalty: 3615.566162
	Iteration 17Q: 3 clusters Score -6280010 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -6280251.000000 Penalty: 3615.566162
	Iteration 18Q: 3 clusters Score -6280251 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -6280470.000000 Penalty: 3615.566162
	Iteration 19Q: 3 clusters Score -6280470 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -6280684.000000 Penalty: 3615.566162
	Iteration 20F: 3 clusters Score -6280684 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -6280945.000000 Penalty: 3615.566162
	Iteration 21Q: 3 clusters Score -6280945 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -6281287.000000 Penalty: 3615.566162
	Iteration 22Q: 3 clusters Score -6281287 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -6281588.000000 Penalty: 3615.566162
	Iteration 23Q: 3 clusters Score -6281588 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51762 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -6281918.500000 Penalty: 3615.566162
	Iteration 24Q: 3 clusters Score -6281918 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -6282260.500000 Penalty: 3615.566162
	Iteration 25Q: 3 clusters Score -6282260 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53756 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -6282631.500000 Penalty: 3615.566162
	Iteration 26Q: 3 clusters Score -6282632 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -6282974.000000 Penalty: 3615.566162
	Iteration 27Q: 3 clusters Score -6282974 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -6283323.500000 Penalty: 3615.566162
	Iteration 28Q: 3 clusters Score -6283324 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6283608.500000 Penalty: 3615.566162
	Iteration 29Q: 3 clusters Score -6283608 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57486 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -6283955.500000 Penalty: 3615.566162
	Iteration 30Q: 3 clusters Score -6283956 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58353 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -6284257.000000 Penalty: 3615.566162
	Iteration 31Q: 3 clusters Score -6284257 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59192 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -6284586.500000 Penalty: 3615.566162
	Iteration 32Q: 3 clusters Score -6284586 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6284917.000000 Penalty: 3615.566162
	Iteration 33Q: 3 clusters Score -6284917 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -6285191.000000 Penalty: 3615.566162
	Iteration 34Q: 3 clusters Score -6285191 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -6285497.500000 Penalty: 3615.566162
	Iteration 35Q: 3 clusters Score -6285498 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62201 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -6285769.500000 Penalty: 3615.566162
	Iteration 36Q: 3 clusters Score -6285770 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -6286001.000000 Penalty: 3615.566162
	Iteration 37Q: 3 clusters Score -6286001 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -6286246.000000 Penalty: 3615.566162
	Iteration 38Q: 3 clusters Score -6286246 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64016 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -6286509.500000 Penalty: 3615.566162
	Iteration 39Q: 3 clusters Score -6286510 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64532 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -6286716.500000 Penalty: 3615.566162
	Iteration 40F: 3 clusters Score -6286716 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6286935.000000 Penalty: 3615.566162
	Iteration 41Q: 3 clusters Score -6286935 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -6287119.500000 Penalty: 3615.566162
	Iteration 42Q: 3 clusters Score -6287120 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6287271.000000 Penalty: 3615.566162
	Iteration 43Q: 3 clusters Score -6287271 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6287415.500000 Penalty: 3615.566162
	Iteration 44Q: 3 clusters Score -6287416 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66194 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6287524.000000 Penalty: 3615.566162
	Iteration 45Q: 3 clusters Score -6287524 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66371 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6287622.000000 Penalty: 3615.566162
	Iteration 46Q: 3 clusters Score -6287622 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66494 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6287676.000000 Penalty: 3615.566162
	Iteration 47Q: 3 clusters Score -6287676 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66600 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6287722.000000 Penalty: 3615.566162
	Iteration 48Q: 3 clusters Score -6287722 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -6287763.000000 Penalty: 3615.566162
	Iteration 49Q: 3 clusters Score -6287763 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66788 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6287794.500000 Penalty: 3615.566162
	Iteration 50Q: 3 clusters Score -6287794 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6287808.000000 Penalty: 3615.566162
	Iteration 51Q: 3 clusters Score -6287808 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66898 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6287833.000000 Penalty: 3615.566162
	Iteration 52Q: 3 clusters Score -6287833 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6287841.500000 Penalty: 3615.566162
	Iteration 53Q: 3 clusters Score -6287842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6287846.000000 Penalty: 3615.566162
	Iteration 54Q: 3 clusters Score -6287846 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6287841.000000 Penalty: 3615.566162
	Iteration 55Q: 3 clusters Score -6287841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6287854.500000 Penalty: 3615.566162
	Iteration 56Q: 3 clusters Score -6287854 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6287867.500000 Penalty: 3615.566162
	Iteration 57Q: 3 clusters Score -6287868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6287865.000000 Penalty: 3615.566162
	Iteration 58Q: 3 clusters Score -6287865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67026 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6287864.500000 Penalty: 3615.566162
	Iteration 59Q: 3 clusters Score -6287864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6287870.000000 Penalty: 3615.566162
	Iteration 60F: 3 clusters Score -6287870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6287870.000000 Penalty: 3615.566162
	Iteration 61Q: 3 clusters Score -6287870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67058 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6287877.000000 Penalty: 3615.566162
	Iteration 62Q: 3 clusters Score -6287877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6287883.000000 Penalty: 3615.566162
	Iteration 63Q: 3 clusters Score -6287883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6287890.500000 Penalty: 3615.566162
	Iteration 64Q: 3 clusters Score -6287890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67074 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6287879.500000 Penalty: 3615.566162
	Iteration 65Q: 3 clusters Score -6287880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67076 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -6287883.500000 Penalty: 3615.566162
	Iteration 66Q: 3 clusters Score -6287884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6287882.500000 Penalty: 3615.566162
	Iteration 67Q: 3 clusters Score -6287882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6287884.000000 Penalty: 3615.566162
	Iteration 68Q: 3 clusters Score -6287884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67090 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6287887.500000 Penalty: 3615.566162
	Iteration 69Q: 3 clusters Score -6287888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67093 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6287890.500000 Penalty: 3615.566162
	Iteration 70Q: 3 clusters Score -6287890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6287892.500000 Penalty: 3615.566162
	Iteration 71Q: 3 clusters Score -6287892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67094 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6287892.500000 Penalty: 3615.566162
	Iteration 72F: 3 clusters Score -6287892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9423 members 
Mstep: Class 3 contains 3320 members 
Mstep: Class 4 contains 20575 members 
Mstep: Class 5 contains 2396 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 28126 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34175 members 
Mstep: Class 10 contains 20526 members 
Mstep: Class 11 contains 11764 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12627 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 20423 members 
Mstep: Class 18 contains 5359 members 
Mstep: Class 19 contains 6813 members 
Mstep: Class 20 contains 6086 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 1216 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 67834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815186.000000 Penalty: 48939.738281
Iteration 79Q: 25 clusters Score -2.481519e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 9431 members 
Mstep: Class 3 contains 3327 members 
Mstep: Class 4 contains 20563 members 
Mstep: Class 5 contains 2397 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 28152 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34173 members 
Mstep: Class 10 contains 20528 members 
Mstep: Class 11 contains 11762 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12586 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 20427 members 
Mstep: Class 18 contains 5400 members 
Mstep: Class 19 contains 6806 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 5408 members 
Mstep: Class 22 contains 1217 members 
Mstep: Class 23 contains 4825 members 
Mstep: Class 24 contains 67816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815124.000000 Penalty: 48939.738281
Iteration 80F: 25 clusters Score -2.481512e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9448 members 
Mstep: Class 3 contains 3336 members 
Mstep: Class 4 contains 20557 members 
Mstep: Class 5 contains 2398 members 
Mstep: Class 6 contains 3094 members 
Mstep: Class 7 contains 28174 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34166 members 
Mstep: Class 10 contains 20532 members 
Mstep: Class 11 contains 11760 members 
Mstep: Class 12 contains 3765 members 
Mstep: Class 13 contains 3254 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12551 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 20424 members 
Mstep: Class 18 contains 5426 members 
Mstep: Class 19 contains 6804 members 
Mstep: Class 20 contains 6090 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815114.000000 Penalty: 48939.738281
Iteration 81Q: 25 clusters Score -2.481511e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 9458 members 
Mstep: Class 3 contains 3338 members 
Mstep: Class 4 contains 20548 members 
Mstep: Class 5 contains 2399 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 28186 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34164 members 
Mstep: Class 10 contains 20529 members 
Mstep: Class 11 contains 11758 members 
Mstep: Class 12 contains 3767 members 
Mstep: Class 13 contains 3255 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12503 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 20439 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 6092 members 
Mstep: Class 21 contains 5411 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815132.000000 Penalty: 48939.738281
Iteration 82Q: 25 clusters Score -2.481513e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9465 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 20546 members 
Mstep: Class 5 contains 2400 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 28199 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34162 members 
Mstep: Class 10 contains 20522 members 
Mstep: Class 11 contains 11757 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 2751 members 
Mstep: Class 15 contains 12449 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 20449 members 
Mstep: Class 18 contains 5513 members 
Mstep: Class 19 contains 6798 members 
Mstep: Class 20 contains 6093 members 
Mstep: Class 21 contains 5413 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815184.000000 Penalty: 48939.738281
Iteration 83Q: 25 clusters Score -2.481518e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 9474 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 20544 members 
Mstep: Class 5 contains 2402 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 28206 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34162 members 
Mstep: Class 10 contains 20515 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 2753 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 16 contains 5247 members 
Mstep: Class 17 contains 20454 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 6796 members 
Mstep: Class 20 contains 6095 members 
Mstep: Class 21 contains 5416 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815238.000000 Penalty: 48939.738281
Iteration 84Q: 25 clusters Score -2.481524e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9487 members 
Mstep: Class 3 contains 3341 members 
Mstep: Class 4 contains 20540 members 
Mstep: Class 5 contains 2403 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 28213 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34166 members 
Mstep: Class 10 contains 20513 members 
Mstep: Class 11 contains 11754 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2754 members 
Mstep: Class 15 contains 12327 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 6800 members 
Mstep: Class 20 contains 6094 members 
Mstep: Class 21 contains 5415 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815336.000000 Penalty: 48939.738281
Iteration 85Q: 25 clusters Score -2.481534e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9497 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 20533 members 
Mstep: Class 5 contains 2405 members 
Mstep: Class 6 contains 3062 members 
Mstep: Class 7 contains 28224 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34169 members 
Mstep: Class 10 contains 20507 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 3758 members 
Mstep: Class 13 contains 3263 members 
Mstep: Class 14 contains 2757 members 
Mstep: Class 15 contains 12256 members 
Mstep: Class 16 contains 5250 members 
Mstep: Class 17 contains 20464 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 6799 members 
Mstep: Class 20 contains 6099 members 
Mstep: Class 21 contains 5417 members 
Mstep: Class 22 contains 1219 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815318.000000 Penalty: 48939.738281
Iteration 86Q: 25 clusters Score -2.481532e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 9507 members 
Mstep: Class 3 contains 3340 members 
Mstep: Class 4 contains 20529 members 
Mstep: Class 5 contains 2404 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 28242 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34164 members 
Mstep: Class 10 contains 20503 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 2759 members 
Mstep: Class 15 contains 12166 members 
Mstep: Class 16 contains 5249 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 5772 members 
Mstep: Class 19 contains 6797 members 
Mstep: Class 20 contains 6105 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815450.000000 Penalty: 48939.738281
Iteration 87Q: 25 clusters Score -2.481545e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 20516 members 
Mstep: Class 5 contains 2407 members 
Mstep: Class 6 contains 3046 members 
Mstep: Class 7 contains 28256 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34163 members 
Mstep: Class 10 contains 20503 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 3762 members 
Mstep: Class 13 contains 3266 members 
Mstep: Class 14 contains 2763 members 
Mstep: Class 15 contains 12072 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20463 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 6107 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815454.000000 Penalty: 48939.738281
Iteration 88Q: 25 clusters Score -2.481545e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9527 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 20498 members 
Mstep: Class 5 contains 2410 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 28271 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34163 members 
Mstep: Class 10 contains 20489 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 3267 members 
Mstep: Class 14 contains 2767 members 
Mstep: Class 15 contains 11987 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20465 members 
Mstep: Class 18 contains 5949 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 6109 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 1222 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815510.000000 Penalty: 48939.738281
Iteration 89Q: 25 clusters Score -2.481551e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 9544 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 20488 members 
Mstep: Class 5 contains 2413 members 
Mstep: Class 6 contains 3033 members 
Mstep: Class 7 contains 28288 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34161 members 
Mstep: Class 10 contains 20481 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 3764 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 2770 members 
Mstep: Class 15 contains 11916 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 20468 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 6795 members 
Mstep: Class 20 contains 6113 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 1223 members 
Mstep: Class 23 contains 4820 members 
Mstep: Class 24 contains 67733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815546.000000 Penalty: 48939.738281
Iteration 90Q: 25 clusters Score -2.481555e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 9563 members 
Mstep: Class 3 contains 3348 members 
Mstep: Class 4 contains 20471 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 28307 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34162 members 
Mstep: Class 10 contains 20474 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 3768 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 11859 members 
Mstep: Class 16 contains 5251 members 
Mstep: Class 17 contains 20462 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 6120 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 1224 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815496.000000 Penalty: 48939.738281
Iteration 91Q: 25 clusters Score -2.48155e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 3352 members 
Mstep: Class 4 contains 20459 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 28326 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34160 members 
Mstep: Class 10 contains 20464 members 
Mstep: Class 11 contains 11756 members 
Mstep: Class 12 contains 3772 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 11821 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 6100 members 
Mstep: Class 19 contains 6790 members 
Mstep: Class 20 contains 6126 members 
Mstep: Class 21 contains 5420 members 
Mstep: Class 22 contains 1226 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815524.000000 Penalty: 48939.738281
Iteration 92Q: 25 clusters Score -2.481552e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9599 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 20448 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 2998 members 
Mstep: Class 7 contains 28339 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34163 members 
Mstep: Class 10 contains 20450 members 
Mstep: Class 11 contains 11755 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 2772 members 
Mstep: Class 15 contains 11797 members 
Mstep: Class 16 contains 5255 members 
Mstep: Class 17 contains 20456 members 
Mstep: Class 18 contains 6127 members 
Mstep: Class 19 contains 6784 members 
Mstep: Class 20 contains 6134 members 
Mstep: Class 21 contains 5418 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815604.000000 Penalty: 48939.738281
Iteration 93Q: 25 clusters Score -2.48156e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 9612 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 20435 members 
Mstep: Class 5 contains 2416 members 
Mstep: Class 6 contains 2994 members 
Mstep: Class 7 contains 28351 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34175 members 
Mstep: Class 10 contains 20436 members 
Mstep: Class 11 contains 11753 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 3271 members 
Mstep: Class 14 contains 2771 members 
Mstep: Class 15 contains 11773 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 20460 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 6779 members 
Mstep: Class 20 contains 6141 members 
Mstep: Class 21 contains 5419 members 
Mstep: Class 22 contains 1230 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815566.000000 Penalty: 48939.738281
Iteration 94Q: 25 clusters Score -2.481557e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 9624 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 20418 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 7 contains 28369 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34180 members 
Mstep: Class 10 contains 20426 members 
Mstep: Class 11 contains 11753 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 3270 members 
Mstep: Class 14 contains 2773 members 
Mstep: Class 15 contains 11767 members 
Mstep: Class 16 contains 5257 members 
Mstep: Class 17 contains 20454 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 6144 members 
Mstep: Class 21 contains 5421 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815568.000000 Penalty: 48939.738281
Iteration 95Q: 25 clusters Score -2.481557e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9631 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 20406 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 28388 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34185 members 
Mstep: Class 10 contains 20425 members 
Mstep: Class 11 contains 11751 members 
Mstep: Class 12 contains 3778 members 
Mstep: Class 13 contains 3265 members 
Mstep: Class 14 contains 2774 members 
Mstep: Class 15 contains 11755 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 20450 members 
Mstep: Class 18 contains 6191 members 
Mstep: Class 19 contains 6767 members 
Mstep: Class 20 contains 6149 members 
Mstep: Class 21 contains 5426 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815578.000000 Penalty: 48939.738281
Iteration 96Q: 25 clusters Score -2.481558e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9645 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 20397 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 28403 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34189 members 
Mstep: Class 10 contains 20427 members 
Mstep: Class 11 contains 11751 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11746 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20443 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 6763 members 
Mstep: Class 20 contains 6153 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815602.000000 Penalty: 48939.738281
Iteration 97Q: 25 clusters Score -2.48156e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 3364 members 
Mstep: Class 4 contains 20382 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 28416 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34199 members 
Mstep: Class 10 contains 20423 members 
Mstep: Class 11 contains 11751 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11738 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20443 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 6758 members 
Mstep: Class 20 contains 6154 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 67641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815608.000000 Penalty: 48939.738281
Iteration 98Q: 25 clusters Score -2.481561e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 3373 members 
Mstep: Class 4 contains 20374 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 28427 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34205 members 
Mstep: Class 10 contains 20422 members 
Mstep: Class 11 contains 11751 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11729 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20441 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 6750 members 
Mstep: Class 20 contains 6157 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 67632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815662.000000 Penalty: 48939.738281
Iteration 99Q: 25 clusters Score -2.481566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9690 members 
Mstep: Class 3 contains 3379 members 
Mstep: Class 4 contains 20375 members 
Mstep: Class 5 contains 2417 members 
Mstep: Class 6 contains 2959 members 
Mstep: Class 7 contains 28440 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34216 members 
Mstep: Class 10 contains 20419 members 
Mstep: Class 11 contains 11750 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11721 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20435 members 
Mstep: Class 18 contains 6198 members 
Mstep: Class 19 contains 6740 members 
Mstep: Class 20 contains 6159 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815660.000000 Penalty: 48939.738281
Iteration 100F: 25 clusters Score -2.481566e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9711 members 
Mstep: Class 3 contains 3381 members 
Mstep: Class 4 contains 20371 members 
Mstep: Class 5 contains 2418 members 
Mstep: Class 6 contains 2950 members 
Mstep: Class 7 contains 28451 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34219 members 
Mstep: Class 10 contains 20412 members 
Mstep: Class 11 contains 11750 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11714 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20427 members 
Mstep: Class 18 contains 6196 members 
Mstep: Class 19 contains 6738 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815702.000000 Penalty: 48939.738281
Iteration 101Q: 25 clusters Score -2.48157e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9736 members 
Mstep: Class 3 contains 3386 members 
Mstep: Class 4 contains 20371 members 
Mstep: Class 5 contains 2420 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 28458 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34227 members 
Mstep: Class 10 contains 20402 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11710 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20419 members 
Mstep: Class 18 contains 6192 members 
Mstep: Class 19 contains 6733 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815706.000000 Penalty: 48939.738281
Iteration 102Q: 25 clusters Score -2.481571e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9765 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 20367 members 
Mstep: Class 5 contains 2422 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 28464 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34233 members 
Mstep: Class 10 contains 20396 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20405 members 
Mstep: Class 18 contains 6185 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 6162 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815670.000000 Penalty: 48939.738281
Iteration 103Q: 25 clusters Score -2.481567e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9795 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 20364 members 
Mstep: Class 5 contains 2424 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 28464 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34237 members 
Mstep: Class 10 contains 20391 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20389 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815670.000000 Penalty: 48939.738281
Iteration 104Q: 25 clusters Score -2.481567e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 9823 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 20363 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2942 members 
Mstep: Class 7 contains 28471 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34242 members 
Mstep: Class 10 contains 20377 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20382 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815666.000000 Penalty: 48939.738281
Iteration 105Q: 25 clusters Score -2.481567e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9842 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 20360 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 28478 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34249 members 
Mstep: Class 10 contains 20378 members 
Mstep: Class 11 contains 11750 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11709 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20366 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 5430 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815688.000000 Penalty: 48939.738281
Iteration 106Q: 25 clusters Score -2.481569e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9856 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20358 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 28482 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34256 members 
Mstep: Class 10 contains 20374 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11708 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20360 members 
Mstep: Class 18 contains 6167 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4822 members 
Mstep: Class 24 contains 67555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815704.000000 Penalty: 48939.738281
Iteration 107Q: 25 clusters Score -2.48157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9864 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20356 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 28487 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34261 members 
Mstep: Class 10 contains 20373 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20353 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6161 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815640.000000 Penalty: 48939.738281
Iteration 108Q: 25 clusters Score -2.481564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 9883 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20351 members 
Mstep: Class 5 contains 2426 members 
Mstep: Class 6 contains 2939 members 
Mstep: Class 7 contains 28490 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34267 members 
Mstep: Class 10 contains 20370 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11706 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20345 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815654.000000 Penalty: 48939.738281
Iteration 109Q: 25 clusters Score -2.481565e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9892 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20348 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 28498 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34271 members 
Mstep: Class 10 contains 20366 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20342 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6163 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815680.000000 Penalty: 48939.738281
Iteration 110Q: 25 clusters Score -2.481568e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9905 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20346 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 28501 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34276 members 
Mstep: Class 10 contains 20363 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11704 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20329 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815716.000000 Penalty: 48939.738281
Iteration 111Q: 25 clusters Score -2.481572e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9920 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20345 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 28503 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34280 members 
Mstep: Class 10 contains 20358 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11702 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20318 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815684.000000 Penalty: 48939.738281
Iteration 112Q: 25 clusters Score -2.481568e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9940 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20343 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 28505 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34283 members 
Mstep: Class 10 contains 20350 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11698 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815706.000000 Penalty: 48939.738281
Iteration 113Q: 25 clusters Score -2.481571e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9951 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20340 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2936 members 
Mstep: Class 7 contains 28507 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34286 members 
Mstep: Class 10 contains 20346 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11694 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20306 members 
Mstep: Class 18 contains 6166 members 
Mstep: Class 19 contains 6728 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815694.000000 Penalty: 48939.738281
Iteration 114Q: 25 clusters Score -2.481569e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9952 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20334 members 
Mstep: Class 5 contains 2427 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 28509 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34291 members 
Mstep: Class 10 contains 20348 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11690 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815660.000000 Penalty: 48939.738281
Iteration 115Q: 25 clusters Score -2.481566e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9956 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20330 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2934 members 
Mstep: Class 7 contains 28509 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34295 members 
Mstep: Class 10 contains 20351 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3260 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11686 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 6168 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815690.000000 Penalty: 48939.738281
Iteration 116Q: 25 clusters Score -2.481569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9959 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20326 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28511 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34300 members 
Mstep: Class 10 contains 20351 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11681 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20314 members 
Mstep: Class 18 contains 6171 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815680.000000 Penalty: 48939.738281
Iteration 117Q: 25 clusters Score -2.481568e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9964 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20323 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2929 members 
Mstep: Class 7 contains 28512 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34309 members 
Mstep: Class 10 contains 20351 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3773 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11676 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20314 members 
Mstep: Class 18 contains 6173 members 
Mstep: Class 19 contains 6726 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815656.000000 Penalty: 48939.738281
Iteration 118Q: 25 clusters Score -2.481566e+07 nChanged 24
Entering ConstructFrom: 
Score: -24815656.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (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: -151277.062500 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -151277.1 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 932 members 
Entering Unmasked Estep 
Score: -149322.265625 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -149322.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -149798.218750 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -149798.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -149955.796875 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -149955.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -150081.984375 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -150082 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -150145.640625 Penalty: 2437.492432
	Iteration 4Q: 3 clusters Score -150145.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -150186.890625 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -150186.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -150213.656250 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -150213.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -150233.125000 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -150233.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -150241.281250 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -150241.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -150250.000000 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -150250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -150255.640625 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -150255.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -150257.625000 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -150257.6 nChanged 5
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: -150259.031250 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -150259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -150261.953125 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -150262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -150266.343750 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -150266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -150269.343750 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -150269.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -150272.968750 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -150273 nChanged 4
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: -150275.859375 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -150275.9 nChanged 4
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: -150279.078125 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -150279.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -150280.171875 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -150280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -150283.593750 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -150283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -150286.437500 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -150286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -150288.406250 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -150288.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -150290.031250 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -150290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -150290.343750 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -150290.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -150290.406250 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -150290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -150290.609375 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -150290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -150290.609375 Penalty: 2437.492432
	Iteration 27F: 3 clusters Score -150290.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Entering Unmasked Estep 
Score: -930527.375000 Penalty: 1496.143188
	Iteration 0F: 2 clusters Score -930527.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -923404.187500 Penalty: 2992.286377
	Iteration 0F: 3 clusters Score -923404.2 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -925638.625000 Penalty: 2992.286377
	Iteration 1F: 3 clusters Score -925638.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -925882.187500 Penalty: 2992.286377
	Iteration 2F: 3 clusters Score -925882.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -926082.812500 Penalty: 2992.286377
	Iteration 3Q: 3 clusters Score -926082.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -926262.375000 Penalty: 2992.286377
	Iteration 4Q: 3 clusters Score -926262.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -926464.812500 Penalty: 2992.286377
	Iteration 5Q: 3 clusters Score -926464.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -926675.937500 Penalty: 2992.286377
	Iteration 6Q: 3 clusters Score -926675.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -926914.062500 Penalty: 2992.286377
	Iteration 7Q: 3 clusters Score -926914.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -927198.000000 Penalty: 2992.286377
	Iteration 8Q: 3 clusters Score -927198 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -927547.000000 Penalty: 2992.286377
	Iteration 9F: 3 clusters Score -927547 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -927962.437500 Penalty: 2992.286377
	Iteration 10F: 3 clusters Score -927962.4 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -928335.500000 Penalty: 2992.286377
	Iteration 11Q: 3 clusters Score -928335.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -928630.937500 Penalty: 2992.286377
	Iteration 12Q: 3 clusters Score -928630.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -928837.250000 Penalty: 2992.286377
	Iteration 13Q: 3 clusters Score -928837.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -928980.750000 Penalty: 2992.286377
	Iteration 14Q: 3 clusters Score -928980.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -929053.937500 Penalty: 2992.286377
	Iteration 15Q: 3 clusters Score -929053.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -929112.500000 Penalty: 2992.286377
	Iteration 16Q: 3 clusters Score -929112.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -929156.250000 Penalty: 2992.286377
	Iteration 17Q: 3 clusters Score -929156.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -929183.250000 Penalty: 2992.286377
	Iteration 18Q: 3 clusters Score -929183.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -929197.687500 Penalty: 2992.286377
	Iteration 19Q: 3 clusters Score -929197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -929205.250000 Penalty: 2992.286377
	Iteration 20F: 3 clusters Score -929205.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -929214.812500 Penalty: 2992.286377
	Iteration 21Q: 3 clusters Score -929214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -929221.875000 Penalty: 2992.286377
	Iteration 22Q: 3 clusters Score -929221.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -929233.625000 Penalty: 2992.286377
	Iteration 23Q: 3 clusters Score -929233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -929236.937500 Penalty: 2992.286377
	Iteration 24Q: 3 clusters Score -929236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -929240.000000 Penalty: 2992.286377
	Iteration 25Q: 3 clusters Score -929240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -929245.250000 Penalty: 2992.286377
	Iteration 26Q: 3 clusters Score -929245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -929250.750000 Penalty: 2992.286377
	Iteration 27Q: 3 clusters Score -929250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -929252.250000 Penalty: 2992.286377
	Iteration 28Q: 3 clusters Score -929252.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -929254.437500 Penalty: 2992.286377
	Iteration 29Q: 3 clusters Score -929254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -929254.000000 Penalty: 2992.286377
	Iteration 30Q: 3 clusters Score -929254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -929254.000000 Penalty: 2992.286377
	Iteration 31F: 3 clusters Score -929254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -300606.406250 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -300606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -297626.812500 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -297626.8 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -298358.031250 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -298358 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -298533.281250 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -298533.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -298646.906250 Penalty: 2642.364990
	Iteration 3F: 3 clusters Score -298646.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -298715.593750 Penalty: 2642.364990
	Iteration 4Q: 3 clusters Score -298715.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -298765.781250 Penalty: 2642.364990
	Iteration 5Q: 3 clusters Score -298765.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -298815.781250 Penalty: 2642.364990
	Iteration 6Q: 3 clusters Score -298815.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -298860.375000 Penalty: 2642.364990
	Iteration 7Q: 3 clusters Score -298860.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -298906.718750 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -298906.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -298954.656250 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -298954.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -298989.437500 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -298989.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -299016.437500 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -299016.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -299049.343750 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -299049.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -299088.187500 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -299088.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -299131.593750 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -299131.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -299173.312500 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -299173.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -299218.406250 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -299218.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -299284.187500 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -299284.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -299350.375000 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -299350.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -299419.218750 Penalty: 2642.364990
	Iteration 19Q: 3 clusters Score -299419.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -299477.906250 Penalty: 2642.364990
	Iteration 20F: 3 clusters Score -299477.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -299530.812500 Penalty: 2642.364990
	Iteration 21Q: 3 clusters Score -299530.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -299580.062500 Penalty: 2642.364990
	Iteration 22Q: 3 clusters Score -299580.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -299628.875000 Penalty: 2642.364990
	Iteration 23Q: 3 clusters Score -299628.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -299670.593750 Penalty: 2642.364990
	Iteration 24Q: 3 clusters Score -299670.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299699.968750 Penalty: 2642.364990
	Iteration 25Q: 3 clusters Score -299700 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -299731.781250 Penalty: 2642.364990
	Iteration 26Q: 3 clusters Score -299731.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -299770.562500 Penalty: 2642.364990
	Iteration 27Q: 3 clusters Score -299770.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -299808.531250 Penalty: 2642.364990
	Iteration 28Q: 3 clusters Score -299808.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -299847.625000 Penalty: 2642.364990
	Iteration 29Q: 3 clusters Score -299847.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -299874.250000 Penalty: 2642.364990
	Iteration 30Q: 3 clusters Score -299874.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -299887.250000 Penalty: 2642.364990
	Iteration 31Q: 3 clusters Score -299887.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -299897.500000 Penalty: 2642.364990
	Iteration 32Q: 3 clusters Score -299897.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -299903.750000 Penalty: 2642.364990
	Iteration 33Q: 3 clusters Score -299903.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -299909.500000 Penalty: 2642.364990
	Iteration 34Q: 3 clusters Score -299909.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -299919.625000 Penalty: 2642.364990
	Iteration 35Q: 3 clusters Score -299919.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -299927.218750 Penalty: 2642.364990
	Iteration 36Q: 3 clusters Score -299927.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -299934.125000 Penalty: 2642.364990
	Iteration 37Q: 3 clusters Score -299934.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -299940.093750 Penalty: 2642.364990
	Iteration 38Q: 3 clusters Score -299940.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -299945.187500 Penalty: 2642.364990
	Iteration 39Q: 3 clusters Score -299945.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -299948.968750 Penalty: 2642.364990
	Iteration 40F: 3 clusters Score -299949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -299952.437500 Penalty: 2642.364990
	Iteration 41Q: 3 clusters Score -299952.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -299955.750000 Penalty: 2642.364990
	Iteration 42Q: 3 clusters Score -299955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -299957.156250 Penalty: 2642.364990
	Iteration 43Q: 3 clusters Score -299957.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -299958.187500 Penalty: 2642.364990
	Iteration 44Q: 3 clusters Score -299958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -299959.093750 Penalty: 2642.364990
	Iteration 45Q: 3 clusters Score -299959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -299959.093750 Penalty: 2642.364990
	Iteration 46F: 3 clusters Score -299959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Entering Unmasked Estep 
Score: -1831736.625000 Penalty: 1611.904053
	Iteration 0F: 2 clusters Score -1831737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1818034.375000 Penalty: 3223.808105
	Iteration 0F: 3 clusters Score -1818034 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1823015.750000 Penalty: 3223.808105
	Iteration 1F: 3 clusters Score -1823016 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1823371.875000 Penalty: 3223.808105
	Iteration 2Q: 3 clusters Score -1823372 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1823727.125000 Penalty: 3223.808105
	Iteration 3Q: 3 clusters Score -1823727 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1824048.625000 Penalty: 3223.808105
	Iteration 4Q: 3 clusters Score -1824049 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1824446.750000 Penalty: 3223.808105
	Iteration 5Q: 3 clusters Score -1824447 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1824947.000000 Penalty: 3223.808105
	Iteration 6Q: 3 clusters Score -1824947 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1825512.375000 Penalty: 3223.808105
	Iteration 7Q: 3 clusters Score -1825512 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1826142.875000 Penalty: 3223.808105
	Iteration 8Q: 3 clusters Score -1826143 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1826853.750000 Penalty: 3223.808105
	Iteration 9Q: 3 clusters Score -1826854 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1827598.250000 Penalty: 3223.808105
	Iteration 10Q: 3 clusters Score -1827598 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1828301.750000 Penalty: 3223.808105
	Iteration 11Q: 3 clusters Score -1828302 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1828814.875000 Penalty: 3223.808105
	Iteration 12Q: 3 clusters Score -1828815 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1829187.250000 Penalty: 3223.808105
	Iteration 13Q: 3 clusters Score -1829187 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1829433.750000 Penalty: 3223.808105
	Iteration 14Q: 3 clusters Score -1829434 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1829574.625000 Penalty: 3223.808105
	Iteration 15Q: 3 clusters Score -1829575 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1829707.250000 Penalty: 3223.808105
	Iteration 16Q: 3 clusters Score -1829707 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1829813.125000 Penalty: 3223.808105
	Iteration 17Q: 3 clusters Score -1829813 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1829910.500000 Penalty: 3223.808105
	Iteration 18Q: 3 clusters Score -1829910 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1829981.250000 Penalty: 3223.808105
	Iteration 19Q: 3 clusters Score -1829981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1830028.125000 Penalty: 3223.808105
	Iteration 20F: 3 clusters Score -1830028 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1830078.750000 Penalty: 3223.808105
	Iteration 21Q: 3 clusters Score -1830079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1830123.500000 Penalty: 3223.808105
	Iteration 22Q: 3 clusters Score -1830124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1830160.500000 Penalty: 3223.808105
	Iteration 23Q: 3 clusters Score -1830160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1830190.625000 Penalty: 3223.808105
	Iteration 24Q: 3 clusters Score -1830191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1830217.125000 Penalty: 3223.808105
	Iteration 25Q: 3 clusters Score -1830217 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1830234.500000 Penalty: 3223.808105
	Iteration 26Q: 3 clusters Score -1830234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1830252.875000 Penalty: 3223.808105
	Iteration 27Q: 3 clusters Score -1830253 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1830266.250000 Penalty: 3223.808105
	Iteration 28Q: 3 clusters Score -1830266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1830283.500000 Penalty: 3223.808105
	Iteration 29Q: 3 clusters Score -1830284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1830296.000000 Penalty: 3223.808105
	Iteration 30Q: 3 clusters Score -1830296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1830299.625000 Penalty: 3223.808105
	Iteration 31Q: 3 clusters Score -1830300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1830311.125000 Penalty: 3223.808105
	Iteration 32Q: 3 clusters Score -1830311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1830318.500000 Penalty: 3223.808105
	Iteration 33Q: 3 clusters Score -1830318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1830325.625000 Penalty: 3223.808105
	Iteration 34Q: 3 clusters Score -1830326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1830331.500000 Penalty: 3223.808105
	Iteration 35Q: 3 clusters Score -1830332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1830335.250000 Penalty: 3223.808105
	Iteration 36Q: 3 clusters Score -1830335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1830338.375000 Penalty: 3223.808105
	Iteration 37Q: 3 clusters Score -1830338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1830337.000000 Penalty: 3223.808105
	Iteration 38Q: 3 clusters Score -1830337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1830339.750000 Penalty: 3223.808105
	Iteration 39Q: 3 clusters Score -1830340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1830347.375000 Penalty: 3223.808105
	Iteration 40F: 3 clusters Score -1830347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1830350.125000 Penalty: 3223.808105
	Iteration 41Q: 3 clusters Score -1830350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1830359.500000 Penalty: 3223.808105
	Iteration 42Q: 3 clusters Score -1830360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1830361.375000 Penalty: 3223.808105
	Iteration 43Q: 3 clusters Score -1830361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1830365.500000 Penalty: 3223.808105
	Iteration 44Q: 3 clusters Score -1830366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1830365.125000 Penalty: 3223.808105
	Iteration 45Q: 3 clusters Score -1830365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1830369.250000 Penalty: 3223.808105
	Iteration 46Q: 3 clusters Score -1830369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1830370.875000 Penalty: 3223.808105
	Iteration 47Q: 3 clusters Score -1830371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1830373.875000 Penalty: 3223.808105
	Iteration 48Q: 3 clusters Score -1830374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1830373.500000 Penalty: 3223.808105
	Iteration 49Q: 3 clusters Score -1830374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1830376.750000 Penalty: 3223.808105
	Iteration 50Q: 3 clusters Score -1830377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1830382.000000 Penalty: 3223.808105
	Iteration 51Q: 3 clusters Score -1830382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1830382.875000 Penalty: 3223.808105
	Iteration 52Q: 3 clusters Score -1830383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1830382.125000 Penalty: 3223.808105
	Iteration 53Q: 3 clusters Score -1830382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1830383.500000 Penalty: 3223.808105
	Iteration 54Q: 3 clusters Score -1830384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1830383.500000 Penalty: 3223.808105
	Iteration 55Q: 3 clusters Score -1830384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1830383.125000 Penalty: 3223.808105
	Iteration 56Q: 3 clusters Score -1830383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1830384.125000 Penalty: 3223.808105
	Iteration 57Q: 3 clusters Score -1830384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1830384.125000 Penalty: 3223.808105
	Iteration 58F: 3 clusters Score -1830384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -216907.671875 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -216907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214561.312500 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -214561.3 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -215093.656250 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -215093.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -215201.062500 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -215201.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -215271.734375 Penalty: 2533.317627
	Iteration 3Q: 3 clusters Score -215271.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -215326.140625 Penalty: 2533.317627
	Iteration 4Q: 3 clusters Score -215326.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -215364.390625 Penalty: 2533.317627
	Iteration 5Q: 3 clusters Score -215364.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -215389.187500 Penalty: 2533.317627
	Iteration 6Q: 3 clusters Score -215389.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -215407.250000 Penalty: 2533.317627
	Iteration 7Q: 3 clusters Score -215407.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -215427.640625 Penalty: 2533.317627
	Iteration 8Q: 3 clusters Score -215427.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -215442.109375 Penalty: 2533.317627
	Iteration 9Q: 3 clusters Score -215442.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -215451.703125 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -215451.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -215458.171875 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -215458.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -215466.375000 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -215466.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -215473.093750 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -215473.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -215477.796875 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -215477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -215482.656250 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -215482.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -215485.484375 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -215485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -215486.828125 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -215486.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -215488.515625 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -215488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -215489.437500 Penalty: 2533.317627
	Iteration 19Q: 3 clusters Score -215489.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -215489.578125 Penalty: 2533.317627
	Iteration 20F: 3 clusters Score -215489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -215490.390625 Penalty: 2533.317627
	Iteration 21Q: 3 clusters Score -215490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -215490.828125 Penalty: 2533.317627
	Iteration 22Q: 3 clusters Score -215490.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -215491.859375 Penalty: 2533.317627
	Iteration 23Q: 3 clusters Score -215491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -215492.812500 Penalty: 2533.317627
	Iteration 24Q: 3 clusters Score -215492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -215493.765625 Penalty: 2533.317627
	Iteration 25Q: 3 clusters Score -215493.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -215494.250000 Penalty: 2533.317627
	Iteration 26Q: 3 clusters Score -215494.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -215494.250000 Penalty: 2533.317627
	Iteration 27F: 3 clusters Score -215494.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Entering Unmasked Estep 
Score: -256790.171875 Penalty: 1297.198120
	Iteration 0F: 2 clusters Score -256790.2 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 1479 members 
Entering Unmasked Estep 
Score: -254117.812500 Penalty: 2594.396240
	Iteration 0F: 3 clusters Score -254117.8 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -254899.328125 Penalty: 2594.396240
	Iteration 1F: 3 clusters Score -254899.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -255104.296875 Penalty: 2594.396240
	Iteration 2F: 3 clusters Score -255104.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -255251.953125 Penalty: 2594.396240
	Iteration 3F: 3 clusters Score -255252 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -255388.687500 Penalty: 2594.396240
	Iteration 4Q: 3 clusters Score -255388.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -255482.484375 Penalty: 2594.396240
	Iteration 5Q: 3 clusters Score -255482.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -255543.421875 Penalty: 2594.396240
	Iteration 6Q: 3 clusters Score -255543.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255589.406250 Penalty: 2594.396240
	Iteration 7Q: 3 clusters Score -255589.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255626.390625 Penalty: 2594.396240
	Iteration 8Q: 3 clusters Score -255626.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -255659.093750 Penalty: 2594.396240
	Iteration 9Q: 3 clusters Score -255659.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255687.968750 Penalty: 2594.396240
	Iteration 10Q: 3 clusters Score -255688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -255718.203125 Penalty: 2594.396240
	Iteration 11Q: 3 clusters Score -255718.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -255751.984375 Penalty: 2594.396240
	Iteration 12Q: 3 clusters Score -255752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -255774.406250 Penalty: 2594.396240
	Iteration 13Q: 3 clusters Score -255774.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -255792.843750 Penalty: 2594.396240
	Iteration 14Q: 3 clusters Score -255792.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -255810.531250 Penalty: 2594.396240
	Iteration 15Q: 3 clusters Score -255810.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -255822.437500 Penalty: 2594.396240
	Iteration 16Q: 3 clusters Score -255822.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -255832.765625 Penalty: 2594.396240
	Iteration 17Q: 3 clusters Score -255832.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -255840.265625 Penalty: 2594.396240
	Iteration 18Q: 3 clusters Score -255840.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -255848.890625 Penalty: 2594.396240
	Iteration 19Q: 3 clusters Score -255848.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -255858.859375 Penalty: 2594.396240
	Iteration 20F: 3 clusters Score -255858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -255870.218750 Penalty: 2594.396240
	Iteration 21Q: 3 clusters Score -255870.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -255881.859375 Penalty: 2594.396240
	Iteration 22Q: 3 clusters Score -255881.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -255894.484375 Penalty: 2594.396240
	Iteration 23Q: 3 clusters Score -255894.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255907.921875 Penalty: 2594.396240
	Iteration 24Q: 3 clusters Score -255907.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -255920.531250 Penalty: 2594.396240
	Iteration 25Q: 3 clusters Score -255920.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -255935.687500 Penalty: 2594.396240
	Iteration 26Q: 3 clusters Score -255935.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -255946.828125 Penalty: 2594.396240
	Iteration 27Q: 3 clusters Score -255946.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -255964.765625 Penalty: 2594.396240
	Iteration 28Q: 3 clusters Score -255964.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -255981.000000 Penalty: 2594.396240
	Iteration 29Q: 3 clusters Score -255981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -255993.921875 Penalty: 2594.396240
	Iteration 30Q: 3 clusters Score -255993.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -256012.421875 Penalty: 2594.396240
	Iteration 31Q: 3 clusters Score -256012.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -256026.421875 Penalty: 2594.396240
	Iteration 32Q: 3 clusters Score -256026.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -256042.406250 Penalty: 2594.396240
	Iteration 33Q: 3 clusters Score -256042.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -256063.093750 Penalty: 2594.396240
	Iteration 34Q: 3 clusters Score -256063.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -256078.296875 Penalty: 2594.396240
	Iteration 35Q: 3 clusters Score -256078.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -256084.890625 Penalty: 2594.396240
	Iteration 36Q: 3 clusters Score -256084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -256092.953125 Penalty: 2594.396240
	Iteration 37Q: 3 clusters Score -256093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -256103.875000 Penalty: 2594.396240
	Iteration 38Q: 3 clusters Score -256103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -256115.578125 Penalty: 2594.396240
	Iteration 39Q: 3 clusters Score -256115.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -256122.812500 Penalty: 2594.396240
	Iteration 40F: 3 clusters Score -256122.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -256128.203125 Penalty: 2594.396240
	Iteration 41Q: 3 clusters Score -256128.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -256137.296875 Penalty: 2594.396240
	Iteration 42Q: 3 clusters Score -256137.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -256147.562500 Penalty: 2594.396240
	Iteration 43Q: 3 clusters Score -256147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -256158.765625 Penalty: 2594.396240
	Iteration 44Q: 3 clusters Score -256158.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -256169.640625 Penalty: 2594.396240
	Iteration 45Q: 3 clusters Score -256169.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -256175.890625 Penalty: 2594.396240
	Iteration 46Q: 3 clusters Score -256175.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -256180.781250 Penalty: 2594.396240
	Iteration 47Q: 3 clusters Score -256180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -256183.718750 Penalty: 2594.396240
	Iteration 48Q: 3 clusters Score -256183.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -256187.671875 Penalty: 2594.396240
	Iteration 49Q: 3 clusters Score -256187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -256188.625000 Penalty: 2594.396240
	Iteration 50Q: 3 clusters Score -256188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -256190.343750 Penalty: 2594.396240
	Iteration 51Q: 3 clusters Score -256190.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -256191.656250 Penalty: 2594.396240
	Iteration 52Q: 3 clusters Score -256191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -256192.625000 Penalty: 2594.396240
	Iteration 53Q: 3 clusters Score -256192.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -256192.781250 Penalty: 2594.396240
	Iteration 54Q: 3 clusters Score -256192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -256193.437500 Penalty: 2594.396240
	Iteration 55Q: 3 clusters Score -256193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -256193.843750 Penalty: 2594.396240
	Iteration 56Q: 3 clusters Score -256193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -256193.843750 Penalty: 2594.396240
	Iteration 57F: 3 clusters Score -256193.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28513 members 
Entering Unmasked Estep 
Score: -2663303.750000 Penalty: 1666.943848
	Iteration 0F: 2 clusters Score -2663304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2643945.250000 Penalty: 3333.887695
	Iteration 0F: 3 clusters Score -2643945 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2651168.250000 Penalty: 3333.887695
	Iteration 1F: 3 clusters Score -2651168 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2651581.750000 Penalty: 3333.887695
	Iteration 2Q: 3 clusters Score -2651582 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2651979.250000 Penalty: 3333.887695
	Iteration 3Q: 3 clusters Score -2651979 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2652405.250000 Penalty: 3333.887695
	Iteration 4Q: 3 clusters Score -2652405 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2652866.250000 Penalty: 3333.887695
	Iteration 5Q: 3 clusters Score -2652866 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2653386.500000 Penalty: 3333.887695
	Iteration 6Q: 3 clusters Score -2653386 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2654137.000000 Penalty: 3333.887695
	Iteration 7Q: 3 clusters Score -2654137 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2655121.500000 Penalty: 3333.887695
	Iteration 8F: 3 clusters Score -2655122 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2656295.250000 Penalty: 3333.887695
	Iteration 9F: 3 clusters Score -2656295 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2657461.750000 Penalty: 3333.887695
	Iteration 10F: 3 clusters Score -2657462 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2658392.500000 Penalty: 3333.887695
	Iteration 11Q: 3 clusters Score -2658392 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -2659160.250000 Penalty: 3333.887695
	Iteration 12Q: 3 clusters Score -2659160 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2659742.500000 Penalty: 3333.887695
	Iteration 13Q: 3 clusters Score -2659742 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -2660282.500000 Penalty: 3333.887695
	Iteration 14Q: 3 clusters Score -2660282 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -2660753.000000 Penalty: 3333.887695
	Iteration 15Q: 3 clusters Score -2660753 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25808 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2661127.500000 Penalty: 3333.887695
	Iteration 16Q: 3 clusters Score -2661128 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2661450.750000 Penalty: 3333.887695
	Iteration 17Q: 3 clusters Score -2661451 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2661710.000000 Penalty: 3333.887695
	Iteration 18Q: 3 clusters Score -2661710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2661878.000000 Penalty: 3333.887695
	Iteration 19Q: 3 clusters Score -2661878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2661959.250000 Penalty: 3333.887695
	Iteration 20F: 3 clusters Score -2661959 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2662002.000000 Penalty: 3333.887695
	Iteration 21Q: 3 clusters Score -2662002 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2662030.250000 Penalty: 3333.887695
	Iteration 22Q: 3 clusters Score -2662030 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2662053.000000 Penalty: 3333.887695
	Iteration 23Q: 3 clusters Score -2662053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2662066.000000 Penalty: 3333.887695
	Iteration 24Q: 3 clusters Score -2662066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2662073.000000 Penalty: 3333.887695
	Iteration 25Q: 3 clusters Score -2662073 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2662077.500000 Penalty: 3333.887695
	Iteration 26Q: 3 clusters Score -2662078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2662085.250000 Penalty: 3333.887695
	Iteration 27Q: 3 clusters Score -2662085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2662087.500000 Penalty: 3333.887695
	Iteration 28Q: 3 clusters Score -2662088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2662093.250000 Penalty: 3333.887695
	Iteration 29Q: 3 clusters Score -2662093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2662100.250000 Penalty: 3333.887695
	Iteration 30Q: 3 clusters Score -2662100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2662105.250000 Penalty: 3333.887695
	Iteration 31Q: 3 clusters Score -2662105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2662105.000000 Penalty: 3333.887695
	Iteration 32Q: 3 clusters Score -2662105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2662106.750000 Penalty: 3333.887695
	Iteration 33Q: 3 clusters Score -2662107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2662111.000000 Penalty: 3333.887695
	Iteration 34Q: 3 clusters Score -2662111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2662110.250000 Penalty: 3333.887695
	Iteration 35Q: 3 clusters Score -2662110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2662110.250000 Penalty: 3333.887695
	Iteration 36Q: 3 clusters Score -2662110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2662110.250000 Penalty: 3333.887695
	Iteration 37F: 3 clusters Score -2662110 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: -68679.453125 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -68679.45 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 428 members 
Entering Unmasked Estep 
Score: -67363.734375 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -67363.73 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67598.015625 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -67598.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -67662.890625 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -67662.89 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67698.945312 Penalty: 2186.025879
	Iteration 3Q: 3 clusters Score -67698.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67723.515625 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -67723.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67734.507812 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -67734.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -67741.804688 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -67741.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67749.054688 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -67749.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67755.609375 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -67755.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -67759.453125 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -67759.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67761.468750 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -67761.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67763.421875 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -67763.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -67763.421875 Penalty: 2186.025879
	Iteration 12F: 3 clusters Score -67763.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Entering Unmasked Estep 
Score: -3079401.000000 Penalty: 1697.032837
	Iteration 0F: 2 clusters Score -3079401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -3056340.750000 Penalty: 3394.065674
	Iteration 0F: 3 clusters Score -3056341 nChanged 15933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -3065106.000000 Penalty: 3394.065674
	Iteration 1F: 3 clusters Score -3065106 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -3065555.250000 Penalty: 3394.065674
	Iteration 2Q: 3 clusters Score -3065555 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -3065937.750000 Penalty: 3394.065674
	Iteration 3Q: 3 clusters Score -3065938 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -3066349.250000 Penalty: 3394.065674
	Iteration 4Q: 3 clusters Score -3066349 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3066763.750000 Penalty: 3394.065674
	Iteration 5Q: 3 clusters Score -3066764 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -3067253.750000 Penalty: 3394.065674
	Iteration 6Q: 3 clusters Score -3067254 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3067837.000000 Penalty: 3394.065674
	Iteration 7Q: 3 clusters Score -3067837 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3068510.250000 Penalty: 3394.065674
	Iteration 8Q: 3 clusters Score -3068510 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -3069389.250000 Penalty: 3394.065674
	Iteration 9Q: 3 clusters Score -3069389 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -3070431.500000 Penalty: 3394.065674
	Iteration 10Q: 3 clusters Score -3070432 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -3071721.500000 Penalty: 3394.065674
	Iteration 11F: 3 clusters Score -3071722 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3073056.750000 Penalty: 3394.065674
	Iteration 12Q: 3 clusters Score -3073057 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3074278.750000 Penalty: 3394.065674
	Iteration 13Q: 3 clusters Score -3074279 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3075134.500000 Penalty: 3394.065674
	Iteration 14Q: 3 clusters Score -3075134 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3075681.500000 Penalty: 3394.065674
	Iteration 15Q: 3 clusters Score -3075682 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3076144.750000 Penalty: 3394.065674
	Iteration 16Q: 3 clusters Score -3076145 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3076506.000000 Penalty: 3394.065674
	Iteration 17Q: 3 clusters Score -3076506 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3076834.500000 Penalty: 3394.065674
	Iteration 18Q: 3 clusters Score -3076834 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3077114.750000 Penalty: 3394.065674
	Iteration 19Q: 3 clusters Score -3077115 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3077340.750000 Penalty: 3394.065674
	Iteration 20F: 3 clusters Score -3077341 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3077498.000000 Penalty: 3394.065674
	Iteration 21Q: 3 clusters Score -3077498 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3077595.750000 Penalty: 3394.065674
	Iteration 22Q: 3 clusters Score -3077596 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3077687.250000 Penalty: 3394.065674
	Iteration 23Q: 3 clusters Score -3077687 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3077777.750000 Penalty: 3394.065674
	Iteration 24Q: 3 clusters Score -3077778 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3077819.500000 Penalty: 3394.065674
	Iteration 25Q: 3 clusters Score -3077820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3077855.250000 Penalty: 3394.065674
	Iteration 26Q: 3 clusters Score -3077855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33738 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3077875.000000 Penalty: 3394.065674
	Iteration 27Q: 3 clusters Score -3077875 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3077909.250000 Penalty: 3394.065674
	Iteration 28Q: 3 clusters Score -3077909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3077926.000000 Penalty: 3394.065674
	Iteration 29Q: 3 clusters Score -3077926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3077940.500000 Penalty: 3394.065674
	Iteration 30Q: 3 clusters Score -3077940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3077949.500000 Penalty: 3394.065674
	Iteration 31Q: 3 clusters Score -3077950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3077955.750000 Penalty: 3394.065674
	Iteration 32Q: 3 clusters Score -3077956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3077960.750000 Penalty: 3394.065674
	Iteration 33Q: 3 clusters Score -3077961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3077967.000000 Penalty: 3394.065674
	Iteration 34Q: 3 clusters Score -3077967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3077975.250000 Penalty: 3394.065674
	Iteration 35Q: 3 clusters Score -3077975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3077980.500000 Penalty: 3394.065674
	Iteration 36Q: 3 clusters Score -3077980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3077994.250000 Penalty: 3394.065674
	Iteration 37Q: 3 clusters Score -3077994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33883 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3077995.750000 Penalty: 3394.065674
	Iteration 38Q: 3 clusters Score -3077996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3077998.250000 Penalty: 3394.065674
	Iteration 39Q: 3 clusters Score -3077998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3078007.250000 Penalty: 3394.065674
	Iteration 40F: 3 clusters Score -3078007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -3078006.000000 Penalty: 3394.065674
	Iteration 41Q: 3 clusters Score -3078006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3078005.250000 Penalty: 3394.065674
	Iteration 42Q: 3 clusters Score -3078005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3078007.750000 Penalty: 3394.065674
	Iteration 43Q: 3 clusters Score -3078008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3078007.000000 Penalty: 3394.065674
	Iteration 44Q: 3 clusters Score -3078007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3078007.000000 Penalty: 3394.065674
	Iteration 45F: 3 clusters Score -3078007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Entering Unmasked Estep 
Score: -1823795.875000 Penalty: 1612.167847
	Iteration 0F: 2 clusters Score -1823796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1809979.625000 Penalty: 3224.335693
	Iteration 0F: 3 clusters Score -1809980 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1814947.375000 Penalty: 3224.335693
	Iteration 1F: 3 clusters Score -1814947 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1815285.875000 Penalty: 3224.335693
	Iteration 2Q: 3 clusters Score -1815286 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1815645.625000 Penalty: 3224.335693
	Iteration 3Q: 3 clusters Score -1815646 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1816102.375000 Penalty: 3224.335693
	Iteration 4Q: 3 clusters Score -1816102 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1816696.875000 Penalty: 3224.335693
	Iteration 5F: 3 clusters Score -1816697 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1817420.375000 Penalty: 3224.335693
	Iteration 6F: 3 clusters Score -1817420 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1818258.750000 Penalty: 3224.335693
	Iteration 7F: 3 clusters Score -1818259 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1819202.000000 Penalty: 3224.335693
	Iteration 8F: 3 clusters Score -1819202 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1820050.875000 Penalty: 3224.335693
	Iteration 9F: 3 clusters Score -1820051 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1820605.875000 Penalty: 3224.335693
	Iteration 10Q: 3 clusters Score -1820606 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1820938.875000 Penalty: 3224.335693
	Iteration 11Q: 3 clusters Score -1820939 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -1821154.625000 Penalty: 3224.335693
	Iteration 12Q: 3 clusters Score -1821155 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1821307.250000 Penalty: 3224.335693
	Iteration 13Q: 3 clusters Score -1821307 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1821445.125000 Penalty: 3224.335693
	Iteration 14Q: 3 clusters Score -1821445 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1821567.750000 Penalty: 3224.335693
	Iteration 15Q: 3 clusters Score -1821568 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1821643.375000 Penalty: 3224.335693
	Iteration 16Q: 3 clusters Score -1821643 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1821719.500000 Penalty: 3224.335693
	Iteration 17Q: 3 clusters Score -1821720 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1821796.000000 Penalty: 3224.335693
	Iteration 18Q: 3 clusters Score -1821796 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1821835.250000 Penalty: 3224.335693
	Iteration 19Q: 3 clusters Score -1821835 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1821871.000000 Penalty: 3224.335693
	Iteration 20F: 3 clusters Score -1821871 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1821908.500000 Penalty: 3224.335693
	Iteration 21Q: 3 clusters Score -1821908 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1821953.250000 Penalty: 3224.335693
	Iteration 22Q: 3 clusters Score -1821953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1821995.500000 Penalty: 3224.335693
	Iteration 23Q: 3 clusters Score -1821996 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -1822014.875000 Penalty: 3224.335693
	Iteration 24Q: 3 clusters Score -1822015 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1822033.625000 Penalty: 3224.335693
	Iteration 25Q: 3 clusters Score -1822034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1822052.625000 Penalty: 3224.335693
	Iteration 26Q: 3 clusters Score -1822053 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -1822072.250000 Penalty: 3224.335693
	Iteration 27Q: 3 clusters Score -1822072 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1822085 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -1822101.625000 Penalty: 3224.335693
	Iteration 29Q: 3 clusters Score -1822102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1822115.250000 Penalty: 3224.335693
	Iteration 30Q: 3 clusters Score -1822115 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1822131.750000 Penalty: 3224.335693
	Iteration 31Q: 3 clusters Score -1822132 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1822140.250000 Penalty: 3224.335693
	Iteration 32Q: 3 clusters Score -1822140 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -1822146.750000 Penalty: 3224.335693
	Iteration 33Q: 3 clusters Score -1822147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -1822151.625000 Penalty: 3224.335693
	Iteration 34Q: 3 clusters Score -1822152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -1822163.000000 Penalty: 3224.335693
	Iteration 35Q: 3 clusters Score -1822163 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1822173.875000 Penalty: 3224.335693
	Iteration 36Q: 3 clusters Score -1822174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1822190.375000 Penalty: 3224.335693
	Iteration 37Q: 3 clusters Score -1822190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1822198.250000 Penalty: 3224.335693
	Iteration 38Q: 3 clusters Score -1822198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -1822204.875000 Penalty: 3224.335693
	Iteration 39Q: 3 clusters Score -1822205 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -1822210.625000 Penalty: 3224.335693
	Iteration 40F: 3 clusters Score -1822211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -1822212.000000 Penalty: 3224.335693
	Iteration 41Q: 3 clusters Score -1822212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1822223.875000 Penalty: 3224.335693
	Iteration 42Q: 3 clusters Score -1822224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -1822231.125000 Penalty: 3224.335693
	Iteration 43Q: 3 clusters Score -1822231 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -1822238.750000 Penalty: 3224.335693
	Iteration 44Q: 3 clusters Score -1822239 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1822243.500000 Penalty: 3224.335693
	Iteration 45Q: 3 clusters Score -1822244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -1822248.750000 Penalty: 3224.335693
	Iteration 46Q: 3 clusters Score -1822249 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -1822255.875000 Penalty: 3224.335693
	Iteration 47Q: 3 clusters Score -1822256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1822256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -1822258.375000 Penalty: 3224.335693
	Iteration 49Q: 3 clusters Score -1822258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -1822261.875000 Penalty: 3224.335693
	Iteration 50Q: 3 clusters Score -1822262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -1822268.750000 Penalty: 3224.335693
	Iteration 51Q: 3 clusters Score -1822269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -1822270.625000 Penalty: 3224.335693
	Iteration 52Q: 3 clusters Score -1822271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1822273.125000 Penalty: 3224.335693
	Iteration 53Q: 3 clusters Score -1822273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1822273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1822276.750000 Penalty: 3224.335693
	Iteration 55Q: 3 clusters Score -1822277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1822277.125000 Penalty: 3224.335693
	Iteration 56Q: 3 clusters Score -1822277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -1822280.250000 Penalty: 3224.335693
	Iteration 57Q: 3 clusters Score -1822280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -1822282.750000 Penalty: 3224.335693
	Iteration 58Q: 3 clusters Score -1822283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -1822282.375000 Penalty: 3224.335693
	Iteration 59Q: 3 clusters Score -1822282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1822283.750000 Penalty: 3224.335693
	Iteration 60F: 3 clusters Score -1822284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1822281.875000 Penalty: 3224.335693
	Iteration 61Q: 3 clusters Score -1822282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -1822286.500000 Penalty: 3224.335693
	Iteration 62Q: 3 clusters Score -1822286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1822284.875000 Penalty: 3224.335693
	Iteration 63Q: 3 clusters Score -1822285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1822284.625000 Penalty: 3224.335693
	Iteration 64Q: 3 clusters Score -1822285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -1822280.625000 Penalty: 3224.335693
	Iteration 65Q: 3 clusters Score -1822281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -1822285.125000 Penalty: 3224.335693
	Iteration 66Q: 3 clusters Score -1822285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1822289.875000 Penalty: 3224.335693
	Iteration 67Q: 3 clusters Score -1822290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1822293.250000 Penalty: 3224.335693
	Iteration 68Q: 3 clusters Score -1822293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1822294 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -1822296.875000 Penalty: 3224.335693
	Iteration 70Q: 3 clusters Score -1822297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1822294.000000 Penalty: 3224.335693
	Iteration 71Q: 3 clusters Score -1822294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1822296.500000 Penalty: 3224.335693
	Iteration 72Q: 3 clusters Score -1822296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1822302.750000 Penalty: 3224.335693
	Iteration 73Q: 3 clusters Score -1822303 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1822300.875000 Penalty: 3224.335693
	Iteration 74Q: 3 clusters Score -1822301 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1822301.875000 Penalty: 3224.335693
	Iteration 75Q: 3 clusters Score -1822302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -1822305.000000 Penalty: 3224.335693
	Iteration 76Q: 3 clusters Score -1822305 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1822304.125000 Penalty: 3224.335693
	Iteration 77Q: 3 clusters Score -1822304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -1822307.250000 Penalty: 3224.335693
	Iteration 78Q: 3 clusters Score -1822307 nChanged 11
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Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -1822305.000000 Penalty: 3224.335693
	Iteration 79Q: 3 clusters Score -1822305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -1822304.125000 Penalty: 3224.335693
	Iteration 80F: 3 clusters Score -1822304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -1822308.375000 Penalty: 3224.335693
	Iteration 81Q: 3 clusters Score -1822308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1822315.625000 Penalty: 3224.335693
	Iteration 82Q: 3 clusters Score -1822316 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -1822311.875000 Penalty: 3224.335693
	Iteration 83Q: 3 clusters Score -1822312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -1822314.375000 Penalty: 3224.335693
	Iteration 84Q: 3 clusters Score -1822314 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -1822316.500000 Penalty: 3224.335693
	Iteration 85Q: 3 clusters Score -1822316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1822317 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1822315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1822318 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1822316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1822322.750000 Penalty: 3224.335693
	Iteration 90Q: 3 clusters Score -1822323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -1822320.875000 Penalty: 3224.335693
	Iteration 91Q: 3 clusters Score -1822321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -1822323.625000 Penalty: 3224.335693
	Iteration 92Q: 3 clusters Score -1822324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -1822323.000000 Penalty: 3224.335693
	Iteration 93Q: 3 clusters Score -1822323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -1822331.500000 Penalty: 3224.335693
	Iteration 94Q: 3 clusters Score -1822332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -1822339.125000 Penalty: 3224.335693
	Iteration 95Q: 3 clusters Score -1822339 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -1822342.625000 Penalty: 3224.335693
	Iteration 96Q: 3 clusters Score -1822343 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1822349.500000 Penalty: 3224.335693
	Iteration 97Q: 3 clusters Score -1822350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -1822356.250000 Penalty: 3224.335693
	Iteration 98Q: 3 clusters Score -1822356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1822360.375000 Penalty: 3224.335693
	Iteration 99Q: 3 clusters Score -1822360 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -1822366.500000 Penalty: 3224.335693
	Iteration 100F: 3 clusters Score -1822366 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -1822373.250000 Penalty: 3224.335693
	Iteration 101Q: 3 clusters Score -1822373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -1822374.750000 Penalty: 3224.335693
	Iteration 102Q: 3 clusters Score -1822375 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1822378.750000 Penalty: 3224.335693
	Iteration 103Q: 3 clusters Score -1822379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1822387.125000 Penalty: 3224.335693
	Iteration 104Q: 3 clusters Score -1822387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -1822394.375000 Penalty: 3224.335693
	Iteration 105Q: 3 clusters Score -1822394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -1822393.500000 Penalty: 3224.335693
	Iteration 106Q: 3 clusters Score -1822394 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -1822401.375000 Penalty: 3224.335693
	Iteration 107Q: 3 clusters Score -1822401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -1822409.875000 Penalty: 3224.335693
	Iteration 108Q: 3 clusters Score -1822410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -1822413.625000 Penalty: 3224.335693
	Iteration 109Q: 3 clusters Score -1822414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -1822420.375000 Penalty: 3224.335693
	Iteration 110Q: 3 clusters Score -1822420 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1822424.500000 Penalty: 3224.335693
	Iteration 111Q: 3 clusters Score -1822424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1822430.125000 Penalty: 3224.335693
	Iteration 112Q: 3 clusters Score -1822430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1822440.750000 Penalty: 3224.335693
	Iteration 113Q: 3 clusters Score -1822441 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -1822448.875000 Penalty: 3224.335693
	Iteration 114Q: 3 clusters Score -1822449 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1822451.000000 Penalty: 3224.335693
	Iteration 115Q: 3 clusters Score -1822451 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -1822451.875000 Penalty: 3224.335693
	Iteration 116Q: 3 clusters Score -1822452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1822454.750000 Penalty: 3224.335693
	Iteration 117Q: 3 clusters Score -1822455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1822453.375000 Penalty: 3224.335693
	Iteration 118Q: 3 clusters Score -1822453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -1822453.875000 Penalty: 3224.335693
	Iteration 119Q: 3 clusters Score -1822454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -1822458.875000 Penalty: 3224.335693
	Iteration 120F: 3 clusters Score -1822459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1822455.375000 Penalty: 3224.335693
	Iteration 121Q: 3 clusters Score -1822455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -1822457.250000 Penalty: 3224.335693
	Iteration 122Q: 3 clusters Score -1822457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -1822465.500000 Penalty: 3224.335693
	Iteration 123Q: 3 clusters Score -1822466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -1822466.125000 Penalty: 3224.335693
	Iteration 124Q: 3 clusters Score -1822466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -1822467.750000 Penalty: 3224.335693
	Iteration 125Q: 3 clusters Score -1822468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -1822472.000000 Penalty: 3224.335693
	Iteration 126Q: 3 clusters Score -1822472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -1822470.750000 Penalty: 3224.335693
	Iteration 127Q: 3 clusters Score -1822471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1822473.125000 Penalty: 3224.335693
	Iteration 128Q: 3 clusters Score -1822473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -1822471.250000 Penalty: 3224.335693
	Iteration 129Q: 3 clusters Score -1822471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -1822476.750000 Penalty: 3224.335693
	Iteration 130Q: 3 clusters Score -1822477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1822478.875000 Penalty: 3224.335693
	Iteration 131Q: 3 clusters Score -1822479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1822483.750000 Penalty: 3224.335693
	Iteration 132Q: 3 clusters Score -1822484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -1822485.375000 Penalty: 3224.335693
	Iteration 133Q: 3 clusters Score -1822485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -1822482.250000 Penalty: 3224.335693
	Iteration 134Q: 3 clusters Score -1822482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1822481.000000 Penalty: 3224.335693
	Iteration 135Q: 3 clusters Score -1822481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -1822487.000000 Penalty: 3224.335693
	Iteration 136Q: 3 clusters Score -1822487 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1822491.125000 Penalty: 3224.335693
	Iteration 137Q: 3 clusters Score -1822491 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -1822495.000000 Penalty: 3224.335693
	Iteration 138Q: 3 clusters Score -1822495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1822498.000000 Penalty: 3224.335693
	Iteration 139Q: 3 clusters Score -1822498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -1822504.375000 Penalty: 3224.335693
	Iteration 140F: 3 clusters Score -1822504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1822500.375000 Penalty: 3224.335693
	Iteration 141Q: 3 clusters Score -1822500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -1822508.500000 Penalty: 3224.335693
	Iteration 142Q: 3 clusters Score -1822508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -1822510.125000 Penalty: 3224.335693
	Iteration 143Q: 3 clusters Score -1822510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -1822513.500000 Penalty: 3224.335693
	Iteration 144Q: 3 clusters Score -1822514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1822522.750000 Penalty: 3224.335693
	Iteration 145Q: 3 clusters Score -1822523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1822531.125000 Penalty: 3224.335693
	Iteration 146Q: 3 clusters Score -1822531 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -1822535.375000 Penalty: 3224.335693
	Iteration 147Q: 3 clusters Score -1822535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -1822542.000000 Penalty: 3224.335693
	Iteration 148Q: 3 clusters Score -1822542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -1822540.375000 Penalty: 3224.335693
	Iteration 149Q: 3 clusters Score -1822540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -1822540.250000 Penalty: 3224.335693
	Iteration 150Q: 3 clusters Score -1822540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1822542.000000 Penalty: 3224.335693
	Iteration 151Q: 3 clusters Score -1822542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -1822542.625000 Penalty: 3224.335693
	Iteration 152Q: 3 clusters Score -1822543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1822542.625000 Penalty: 3224.335693
	Iteration 153Q: 3 clusters Score -1822543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1822542.750000 Penalty: 3224.335693
	Iteration 154Q: 3 clusters Score -1822543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -1822546.375000 Penalty: 3224.335693
	Iteration 155Q: 3 clusters Score -1822546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1822544.750000 Penalty: 3224.335693
	Iteration 156Q: 3 clusters Score -1822545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -1822544.750000 Penalty: 3224.335693
	Iteration 157Q: 3 clusters Score -1822545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -1822542.875000 Penalty: 3224.335693
	Iteration 158Q: 3 clusters Score -1822543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1822544.375000 Penalty: 3224.335693
	Iteration 159Q: 3 clusters Score -1822544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -1822545.000000 Penalty: 3224.335693
	Iteration 160F: 3 clusters Score -1822545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1822545.500000 Penalty: 3224.335693
	Iteration 161Q: 3 clusters Score -1822546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1822545.500000 Penalty: 3224.335693
	Iteration 162F: 3 clusters Score -1822546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Entering Unmasked Estep 
Score: -1036053.625000 Penalty: 1522.872681
	Iteration 0F: 2 clusters Score -1036054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1027902.750000 Penalty: 3045.745361
	Iteration 0F: 3 clusters Score -1027903 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1030777.687500 Penalty: 3045.745361
	Iteration 1F: 3 clusters Score -1030778 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1031105.937500 Penalty: 3045.745361
	Iteration 2F: 3 clusters Score -1031106 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1031453.250000 Penalty: 3045.745361
	Iteration 3F: 3 clusters Score -1031453 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1031861.750000 Penalty: 3045.745361
	Iteration 4F: 3 clusters Score -1031862 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1032298.687500 Penalty: 3045.745361
	Iteration 5F: 3 clusters Score -1032299 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1032766.875000 Penalty: 3045.745361
	Iteration 6F: 3 clusters Score -1032767 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1033225.437500 Penalty: 3045.745361
	Iteration 7F: 3 clusters Score -1033225 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1033627.187500 Penalty: 3045.745361
	Iteration 8Q: 3 clusters Score -1033627 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1033930.625000 Penalty: 3045.745361
	Iteration 9Q: 3 clusters Score -1033931 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1034160.000000 Penalty: 3045.745361
	Iteration 10Q: 3 clusters Score -1034160 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1034314.187500 Penalty: 3045.745361
	Iteration 11Q: 3 clusters Score -1034314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1034424.375000 Penalty: 3045.745361
	Iteration 12Q: 3 clusters Score -1034424 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1034505.062500 Penalty: 3045.745361
	Iteration 13Q: 3 clusters Score -1034505 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1034558.750000 Penalty: 3045.745361
	Iteration 14Q: 3 clusters Score -1034559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1034583.687500 Penalty: 3045.745361
	Iteration 15Q: 3 clusters Score -1034584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1034607.437500 Penalty: 3045.745361
	Iteration 16Q: 3 clusters Score -1034607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1034621.437500 Penalty: 3045.745361
	Iteration 17Q: 3 clusters Score -1034621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1034632.625000 Penalty: 3045.745361
	Iteration 18Q: 3 clusters Score -1034633 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1034643.875000 Penalty: 3045.745361
	Iteration 19Q: 3 clusters Score -1034644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1034648.687500 Penalty: 3045.745361
	Iteration 20F: 3 clusters Score -1034649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1034654.500000 Penalty: 3045.745361
	Iteration 21Q: 3 clusters Score -1034654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1034660.687500 Penalty: 3045.745361
	Iteration 22Q: 3 clusters Score -1034661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1034671.625000 Penalty: 3045.745361
	Iteration 23Q: 3 clusters Score -1034672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1034685.812500 Penalty: 3045.745361
	Iteration 24Q: 3 clusters Score -1034686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1034698.750000 Penalty: 3045.745361
	Iteration 25Q: 3 clusters Score -1034699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1034706.312500 Penalty: 3045.745361
	Iteration 26Q: 3 clusters Score -1034706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -1034709.812500 Penalty: 3045.745361
	Iteration 27Q: 3 clusters Score -1034710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1034710.812500 Penalty: 3045.745361
	Iteration 28Q: 3 clusters Score -1034711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1034711.625000 Penalty: 3045.745361
	Iteration 29Q: 3 clusters Score -1034712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1034711.625000 Penalty: 3045.745361
	Iteration 30F: 3 clusters Score -1034712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Entering Unmasked Estep 
Score: -302798.718750 Penalty: 1338.332153
	Iteration 0F: 2 clusters Score -302798.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -299578.437500 Penalty: 2676.664307
	Iteration 0F: 3 clusters Score -299578.4 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -300507.093750 Penalty: 2676.664307
	Iteration 1F: 3 clusters Score -300507.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -300719.562500 Penalty: 2676.664307
	Iteration 2F: 3 clusters Score -300719.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -300894.093750 Penalty: 2676.664307
	Iteration 3F: 3 clusters Score -300894.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -301058.687500 Penalty: 2676.664307
	Iteration 4F: 3 clusters Score -301058.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -301171.218750 Penalty: 2676.664307
	Iteration 5Q: 3 clusters Score -301171.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -301269.718750 Penalty: 2676.664307
	Iteration 6Q: 3 clusters Score -301269.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -301331.656250 Penalty: 2676.664307
	Iteration 7Q: 3 clusters Score -301331.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -301382.437500 Penalty: 2676.664307
	Iteration 8Q: 3 clusters Score -301382.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -301416.593750 Penalty: 2676.664307
	Iteration 9Q: 3 clusters Score -301416.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -301452.000000 Penalty: 2676.664307
	Iteration 10Q: 3 clusters Score -301452 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -301481.281250 Penalty: 2676.664307
	Iteration 11Q: 3 clusters Score -301481.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -301506.625000 Penalty: 2676.664307
	Iteration 12Q: 3 clusters Score -301506.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -301525.125000 Penalty: 2676.664307
	Iteration 13Q: 3 clusters Score -301525.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -301542.500000 Penalty: 2676.664307
	Iteration 14Q: 3 clusters Score -301542.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -301553.187500 Penalty: 2676.664307
	Iteration 15Q: 3 clusters Score -301553.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -301564.125000 Penalty: 2676.664307
	Iteration 16Q: 3 clusters Score -301564.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -301574.625000 Penalty: 2676.664307
	Iteration 17Q: 3 clusters Score -301574.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -301580.687500 Penalty: 2676.664307
	Iteration 18Q: 3 clusters Score -301580.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -301587.593750 Penalty: 2676.664307
	Iteration 19Q: 3 clusters Score -301587.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -301596.625000 Penalty: 2676.664307
	Iteration 20F: 3 clusters Score -301596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -301604.093750 Penalty: 2676.664307
	Iteration 21Q: 3 clusters Score -301604.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -301611.125000 Penalty: 2676.664307
	Iteration 22Q: 3 clusters Score -301611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301615.531250 Penalty: 2676.664307
	Iteration 23Q: 3 clusters Score -301615.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -301621.500000 Penalty: 2676.664307
	Iteration 24Q: 3 clusters Score -301621.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -301629.312500 Penalty: 2676.664307
	Iteration 25Q: 3 clusters Score -301629.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -301635.343750 Penalty: 2676.664307
	Iteration 26Q: 3 clusters Score -301635.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -301640.156250 Penalty: 2676.664307
	Iteration 27Q: 3 clusters Score -301640.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -301642.812500 Penalty: 2676.664307
	Iteration 28Q: 3 clusters Score -301642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -301645.562500 Penalty: 2676.664307
	Iteration 29Q: 3 clusters Score -301645.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -301649.812500 Penalty: 2676.664307
	Iteration 30Q: 3 clusters Score -301649.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -301654.406250 Penalty: 2676.664307
	Iteration 31Q: 3 clusters Score -301654.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -301662.093750 Penalty: 2676.664307
	Iteration 32Q: 3 clusters Score -301662.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301672.125000 Penalty: 2676.664307
	Iteration 33Q: 3 clusters Score -301672.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -301682.093750 Penalty: 2676.664307
	Iteration 34Q: 3 clusters Score -301682.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -301689.781250 Penalty: 2676.664307
	Iteration 35Q: 3 clusters Score -301689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -301700.031250 Penalty: 2676.664307
	Iteration 36Q: 3 clusters Score -301700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -301710.187500 Penalty: 2676.664307
	Iteration 37Q: 3 clusters Score -301710.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -301722.156250 Penalty: 2676.664307
	Iteration 38Q: 3 clusters Score -301722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -301732.031250 Penalty: 2676.664307
	Iteration 39Q: 3 clusters Score -301732 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -301743.593750 Penalty: 2676.664307
	Iteration 40F: 3 clusters Score -301743.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -301755.718750 Penalty: 2676.664307
	Iteration 41Q: 3 clusters Score -301755.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -301767.312500 Penalty: 2676.664307
	Iteration 42Q: 3 clusters Score -301767.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -301777.968750 Penalty: 2676.664307
	Iteration 43Q: 3 clusters Score -301778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -301791.687500 Penalty: 2676.664307
	Iteration 44Q: 3 clusters Score -301791.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -301801.562500 Penalty: 2676.664307
	Iteration 45Q: 3 clusters Score -301801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -301809.343750 Penalty: 2676.664307
	Iteration 46Q: 3 clusters Score -301809.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -301816.343750 Penalty: 2676.664307
	Iteration 47Q: 3 clusters Score -301816.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -301826.656250 Penalty: 2676.664307
	Iteration 48Q: 3 clusters Score -301826.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -301833.656250 Penalty: 2676.664307
	Iteration 49Q: 3 clusters Score -301833.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -301839.000000 Penalty: 2676.664307
	Iteration 50Q: 3 clusters Score -301839 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -301848.687500 Penalty: 2676.664307
	Iteration 51Q: 3 clusters Score -301848.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -301854.843750 Penalty: 2676.664307
	Iteration 52Q: 3 clusters Score -301854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -301856.625000 Penalty: 2676.664307
	Iteration 53Q: 3 clusters Score -301856.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -301858.531250 Penalty: 2676.664307
	Iteration 54Q: 3 clusters Score -301858.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -301859.437500 Penalty: 2676.664307
	Iteration 55Q: 3 clusters Score -301859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -301859.562500 Penalty: 2676.664307
	Iteration 56Q: 3 clusters Score -301859.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -301859.562500 Penalty: 2676.664307
	Iteration 57F: 3 clusters Score -301859.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Entering Unmasked Estep 
Score: -282974.156250 Penalty: 1314.490967
	Iteration 0F: 2 clusters Score -282974.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -280075.343750 Penalty: 2628.981934
	Iteration 0F: 3 clusters Score -280075.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -280866.781250 Penalty: 2628.981934
	Iteration 1F: 3 clusters Score -280866.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -281015.218750 Penalty: 2628.981934
	Iteration 2F: 3 clusters Score -281015.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -281121.781250 Penalty: 2628.981934
	Iteration 3F: 3 clusters Score -281121.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -281207.187500 Penalty: 2628.981934
	Iteration 4Q: 3 clusters Score -281207.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -281270.625000 Penalty: 2628.981934
	Iteration 5Q: 3 clusters Score -281270.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -281319.312500 Penalty: 2628.981934
	Iteration 6Q: 3 clusters Score -281319.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -281360.187500 Penalty: 2628.981934
	Iteration 7Q: 3 clusters Score -281360.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -281393.125000 Penalty: 2628.981934
	Iteration 8Q: 3 clusters Score -281393.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -281426.250000 Penalty: 2628.981934
	Iteration 9Q: 3 clusters Score -281426.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -281462.593750 Penalty: 2628.981934
	Iteration 10Q: 3 clusters Score -281462.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -281496.468750 Penalty: 2628.981934
	Iteration 11Q: 3 clusters Score -281496.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -281534.468750 Penalty: 2628.981934
	Iteration 12Q: 3 clusters Score -281534.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -281557.156250 Penalty: 2628.981934
	Iteration 13Q: 3 clusters Score -281557.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -281577.281250 Penalty: 2628.981934
	Iteration 14Q: 3 clusters Score -281577.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -281599.812500 Penalty: 2628.981934
	Iteration 15Q: 3 clusters Score -281599.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -281620.718750 Penalty: 2628.981934
	Iteration 16Q: 3 clusters Score -281620.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -281640.937500 Penalty: 2628.981934
	Iteration 17Q: 3 clusters Score -281640.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -281672.156250 Penalty: 2628.981934
	Iteration 18Q: 3 clusters Score -281672.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -281707.562500 Penalty: 2628.981934
	Iteration 19Q: 3 clusters Score -281707.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -281748.718750 Penalty: 2628.981934
	Iteration 20F: 3 clusters Score -281748.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -281791.093750 Penalty: 2628.981934
	Iteration 21Q: 3 clusters Score -281791.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -281833.937500 Penalty: 2628.981934
	Iteration 22Q: 3 clusters Score -281833.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -281872.656250 Penalty: 2628.981934
	Iteration 23Q: 3 clusters Score -281872.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -281910.906250 Penalty: 2628.981934
	Iteration 24Q: 3 clusters Score -281910.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -281952.562500 Penalty: 2628.981934
	Iteration 25Q: 3 clusters Score -281952.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -281991.812500 Penalty: 2628.981934
	Iteration 26Q: 3 clusters Score -281991.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -282020.812500 Penalty: 2628.981934
	Iteration 27Q: 3 clusters Score -282020.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -282047.875000 Penalty: 2628.981934
	Iteration 28Q: 3 clusters Score -282047.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -282078.437500 Penalty: 2628.981934
	Iteration 29Q: 3 clusters Score -282078.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -282108.468750 Penalty: 2628.981934
	Iteration 30Q: 3 clusters Score -282108.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -282134.531250 Penalty: 2628.981934
	Iteration 31Q: 3 clusters Score -282134.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -282152.531250 Penalty: 2628.981934
	Iteration 32Q: 3 clusters Score -282152.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -282164.375000 Penalty: 2628.981934
	Iteration 33Q: 3 clusters Score -282164.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -282180.500000 Penalty: 2628.981934
	Iteration 34Q: 3 clusters Score -282180.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -282203.437500 Penalty: 2628.981934
	Iteration 35Q: 3 clusters Score -282203.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -282218.000000 Penalty: 2628.981934
	Iteration 36Q: 3 clusters Score -282218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -282223.843750 Penalty: 2628.981934
	Iteration 37Q: 3 clusters Score -282223.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -282226.750000 Penalty: 2628.981934
	Iteration 38Q: 3 clusters Score -282226.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -282229.750000 Penalty: 2628.981934
	Iteration 39Q: 3 clusters Score -282229.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -282232.187500 Penalty: 2628.981934
	Iteration 40F: 3 clusters Score -282232.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -282233.468750 Penalty: 2628.981934
	Iteration 41Q: 3 clusters Score -282233.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -282235.781250 Penalty: 2628.981934
	Iteration 42Q: 3 clusters Score -282235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -282236.187500 Penalty: 2628.981934
	Iteration 43Q: 3 clusters Score -282236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -282236.187500 Penalty: 2628.981934
	Iteration 44F: 3 clusters Score -282236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -249639.046875 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -249639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -247086.406250 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -247086.4 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -248085.640625 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -248085.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -248666.281250 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -248666.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -249018.062500 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -249018.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249191.953125 Penalty: 2577.083008
	Iteration 4F: 3 clusters Score -249192 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249260.703125 Penalty: 2577.083008
	Iteration 5Q: 3 clusters Score -249260.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -249310.921875 Penalty: 2577.083008
	Iteration 6Q: 3 clusters Score -249310.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249340.468750 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -249340.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -249376.156250 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -249376.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -249408.875000 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -249408.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -249439.187500 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -249439.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -249466.281250 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -249466.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -249483.328125 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -249483.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -249493.218750 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -249493.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -249502.984375 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -249503 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -249508.984375 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -249509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -249512.875000 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -249512.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -249516.453125 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -249516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -249517.421875 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -249517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249517.687500 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -249517.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249517.687500 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -249517.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Entering Unmasked Estep 
Score: -1033461.937500 Penalty: 1521.804077
	Iteration 0F: 2 clusters Score -1033462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1025288.375000 Penalty: 3043.608154
	Iteration 0F: 3 clusters Score -1025288 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1027999.500000 Penalty: 3043.608154
	Iteration 1F: 3 clusters Score -1028000 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1028282.375000 Penalty: 3043.608154
	Iteration 2F: 3 clusters Score -1028282 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1028513.750000 Penalty: 3043.608154
	Iteration 3Q: 3 clusters Score -1028514 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1028711.937500 Penalty: 3043.608154
	Iteration 4Q: 3 clusters Score -1028712 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1028865.187500 Penalty: 3043.608154
	Iteration 5Q: 3 clusters Score -1028865 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1028988.375000 Penalty: 3043.608154
	Iteration 6Q: 3 clusters Score -1028988 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1029106.250000 Penalty: 3043.608154
	Iteration 7Q: 3 clusters Score -1029106 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1029195.000000 Penalty: 3043.608154
	Iteration 8Q: 3 clusters Score -1029195 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1029261.312500 Penalty: 3043.608154
	Iteration 9Q: 3 clusters Score -1029261 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1029333.437500 Penalty: 3043.608154
	Iteration 10Q: 3 clusters Score -1029333 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1029405.750000 Penalty: 3043.608154
	Iteration 11Q: 3 clusters Score -1029406 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1029472.562500 Penalty: 3043.608154
	Iteration 12Q: 3 clusters Score -1029473 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1029552.625000 Penalty: 3043.608154
	Iteration 13Q: 3 clusters Score -1029553 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1029634.187500 Penalty: 3043.608154
	Iteration 14Q: 3 clusters Score -1029634 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1029714.562500 Penalty: 3043.608154
	Iteration 15Q: 3 clusters Score -1029715 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1029815.437500 Penalty: 3043.608154
	Iteration 16Q: 3 clusters Score -1029815 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1029933.562500 Penalty: 3043.608154
	Iteration 17Q: 3 clusters Score -1029934 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1030054.437500 Penalty: 3043.608154
	Iteration 18Q: 3 clusters Score -1030054 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1030164.500000 Penalty: 3043.608154
	Iteration 19Q: 3 clusters Score -1030164 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1030277.312500 Penalty: 3043.608154
	Iteration 20F: 3 clusters Score -1030277 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1030408.937500 Penalty: 3043.608154
	Iteration 21Q: 3 clusters Score -1030409 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1030558.187500 Penalty: 3043.608154
	Iteration 22Q: 3 clusters Score -1030558 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -1030722.250000 Penalty: 3043.608154
	Iteration 23Q: 3 clusters Score -1030722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1030886.375000 Penalty: 3043.608154
	Iteration 24Q: 3 clusters Score -1030886 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1031047.062500 Penalty: 3043.608154
	Iteration 25Q: 3 clusters Score -1031047 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1031208.750000 Penalty: 3043.608154
	Iteration 26Q: 3 clusters Score -1031209 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1031350.625000 Penalty: 3043.608154
	Iteration 27Q: 3 clusters Score -1031351 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1031503.562500 Penalty: 3043.608154
	Iteration 28Q: 3 clusters Score -1031504 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1031667.125000 Penalty: 3043.608154
	Iteration 29Q: 3 clusters Score -1031667 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1031832.812500 Penalty: 3043.608154
	Iteration 30Q: 3 clusters Score -1031833 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1031996.500000 Penalty: 3043.608154
	Iteration 31Q: 3 clusters Score -1031996 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1032148.812500 Penalty: 3043.608154
	Iteration 32Q: 3 clusters Score -1032149 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1032271.937500 Penalty: 3043.608154
	Iteration 33Q: 3 clusters Score -1032272 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1032349.812500 Penalty: 3043.608154
	Iteration 34Q: 3 clusters Score -1032350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1032382.937500 Penalty: 3043.608154
	Iteration 35Q: 3 clusters Score -1032383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1032399.250000 Penalty: 3043.608154
	Iteration 36Q: 3 clusters Score -1032399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1032411.187500 Penalty: 3043.608154
	Iteration 37Q: 3 clusters Score -1032411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1032418.250000 Penalty: 3043.608154
	Iteration 38Q: 3 clusters Score -1032418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1032419.250000 Penalty: 3043.608154
	Iteration 39Q: 3 clusters Score -1032419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1032420.500000 Penalty: 3043.608154
	Iteration 40F: 3 clusters Score -1032420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1032424.125000 Penalty: 3043.608154
	Iteration 41Q: 3 clusters Score -1032424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1032424.125000 Penalty: 3043.608154
	Iteration 42F: 3 clusters Score -1032424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Entering Unmasked Estep 
Score: -459563.500000 Penalty: 1392.281494
	Iteration 0F: 2 clusters Score -459563.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -455395.343750 Penalty: 2784.562988
	Iteration 0F: 3 clusters Score -455395.3 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -456543.843750 Penalty: 2784.562988
	Iteration 1F: 3 clusters Score -456543.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -456706.968750 Penalty: 2784.562988
	Iteration 2F: 3 clusters Score -456707 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -456816.468750 Penalty: 2784.562988
	Iteration 3Q: 3 clusters Score -456816.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -456906.906250 Penalty: 2784.562988
	Iteration 4Q: 3 clusters Score -456906.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -456993.437500 Penalty: 2784.562988
	Iteration 5Q: 3 clusters Score -456993.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -457060.250000 Penalty: 2784.562988
	Iteration 6Q: 3 clusters Score -457060.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -457118.437500 Penalty: 2784.562988
	Iteration 7Q: 3 clusters Score -457118.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -457173.406250 Penalty: 2784.562988
	Iteration 8Q: 3 clusters Score -457173.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -457233.687500 Penalty: 2784.562988
	Iteration 9Q: 3 clusters Score -457233.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -457318.437500 Penalty: 2784.562988
	Iteration 10Q: 3 clusters Score -457318.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -457411.968750 Penalty: 2784.562988
	Iteration 11Q: 3 clusters Score -457412 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -457499.406250 Penalty: 2784.562988
	Iteration 12Q: 3 clusters Score -457499.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -457600.937500 Penalty: 2784.562988
	Iteration 13Q: 3 clusters Score -457600.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -457714.406250 Penalty: 2784.562988
	Iteration 14Q: 3 clusters Score -457714.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -457815.875000 Penalty: 2784.562988
	Iteration 15Q: 3 clusters Score -457815.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -457899.656250 Penalty: 2784.562988
	Iteration 16Q: 3 clusters Score -457899.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -457983.218750 Penalty: 2784.562988
	Iteration 17Q: 3 clusters Score -457983.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -458060.562500 Penalty: 2784.562988
	Iteration 18Q: 3 clusters Score -458060.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -458112.593750 Penalty: 2784.562988
	Iteration 19Q: 3 clusters Score -458112.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -458146.656250 Penalty: 2784.562988
	Iteration 20F: 3 clusters Score -458146.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -458169.218750 Penalty: 2784.562988
	Iteration 21Q: 3 clusters Score -458169.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -458187.750000 Penalty: 2784.562988
	Iteration 22Q: 3 clusters Score -458187.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -458198.187500 Penalty: 2784.562988
	Iteration 23Q: 3 clusters Score -458198.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -458212.187500 Penalty: 2784.562988
	Iteration 24Q: 3 clusters Score -458212.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -458226.062500 Penalty: 2784.562988
	Iteration 25Q: 3 clusters Score -458226.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -458242.593750 Penalty: 2784.562988
	Iteration 26Q: 3 clusters Score -458242.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -458256.687500 Penalty: 2784.562988
	Iteration 27Q: 3 clusters Score -458256.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -458269.718750 Penalty: 2784.562988
	Iteration 28Q: 3 clusters Score -458269.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -458277.093750 Penalty: 2784.562988
	Iteration 29Q: 3 clusters Score -458277.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -458283.500000 Penalty: 2784.562988
	Iteration 30Q: 3 clusters Score -458283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -458289.687500 Penalty: 2784.562988
	Iteration 31Q: 3 clusters Score -458289.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -458296.468750 Penalty: 2784.562988
	Iteration 32Q: 3 clusters Score -458296.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -458304.156250 Penalty: 2784.562988
	Iteration 33Q: 3 clusters Score -458304.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -458309.718750 Penalty: 2784.562988
	Iteration 34Q: 3 clusters Score -458309.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -458314.281250 Penalty: 2784.562988
	Iteration 35Q: 3 clusters Score -458314.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -458318.718750 Penalty: 2784.562988
	Iteration 36Q: 3 clusters Score -458318.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -458326.000000 Penalty: 2784.562988
	Iteration 37Q: 3 clusters Score -458326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -458331.093750 Penalty: 2784.562988
	Iteration 38Q: 3 clusters Score -458331.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -458337.281250 Penalty: 2784.562988
	Iteration 39Q: 3 clusters Score -458337.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -458341.968750 Penalty: 2784.562988
	Iteration 40F: 3 clusters Score -458342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -458343.781250 Penalty: 2784.562988
	Iteration 41Q: 3 clusters Score -458343.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -458346.375000 Penalty: 2784.562988
	Iteration 42Q: 3 clusters Score -458346.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -458348.562500 Penalty: 2784.562988
	Iteration 43Q: 3 clusters Score -458348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -458351.093750 Penalty: 2784.562988
	Iteration 44Q: 3 clusters Score -458351.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -458353.468750 Penalty: 2784.562988
	Iteration 45Q: 3 clusters Score -458353.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -458356.593750 Penalty: 2784.562988
	Iteration 46Q: 3 clusters Score -458356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -458358.468750 Penalty: 2784.562988
	Iteration 47Q: 3 clusters Score -458358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -458360.156250 Penalty: 2784.562988
	Iteration 48Q: 3 clusters Score -458360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -458360.312500 Penalty: 2784.562988
	Iteration 49Q: 3 clusters Score -458360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -458360.312500 Penalty: 2784.562988
	Iteration 50F: 3 clusters Score -458360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Entering Unmasked Estep 
Score: -1882284.625000 Penalty: 1611.824097
	Iteration 0F: 2 clusters Score -1882285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1868449.000000 Penalty: 3223.648193
	Iteration 0F: 3 clusters Score -1868449 nChanged 9206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1873682.375000 Penalty: 3223.648193
	Iteration 1F: 3 clusters Score -1873682 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1874229.750000 Penalty: 3223.648193
	Iteration 2F: 3 clusters Score -1874230 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1874902.625000 Penalty: 3223.648193
	Iteration 3F: 3 clusters Score -1874903 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1875730.500000 Penalty: 3223.648193
	Iteration 4F: 3 clusters Score -1875730 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1876850.500000 Penalty: 3223.648193
	Iteration 5F: 3 clusters Score -1876850 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1878265.500000 Penalty: 3223.648193
	Iteration 6F: 3 clusters Score -1878266 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1879803.875000 Penalty: 3223.648193
	Iteration 7F: 3 clusters Score -1879804 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1880746.500000 Penalty: 3223.648193
	Iteration 8Q: 3 clusters Score -1880746 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1881141.000000 Penalty: 3223.648193
	Iteration 9Q: 3 clusters Score -1881141 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1881303.750000 Penalty: 3223.648193
	Iteration 10Q: 3 clusters Score -1881304 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1881391.625000 Penalty: 3223.648193
	Iteration 11Q: 3 clusters Score -1881392 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1881449.375000 Penalty: 3223.648193
	Iteration 12Q: 3 clusters Score -1881449 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1881479.000000 Penalty: 3223.648193
	Iteration 13Q: 3 clusters Score -1881479 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1881496.625000 Penalty: 3223.648193
	Iteration 14Q: 3 clusters Score -1881497 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1881514.625000 Penalty: 3223.648193
	Iteration 15Q: 3 clusters Score -1881515 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1881522.625000 Penalty: 3223.648193
	Iteration 16Q: 3 clusters Score -1881523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1881522.500000 Penalty: 3223.648193
	Iteration 17Q: 3 clusters Score -1881522 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1881529.125000 Penalty: 3223.648193
	Iteration 18Q: 3 clusters Score -1881529 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1881533.375000 Penalty: 3223.648193
	Iteration 19Q: 3 clusters Score -1881533 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1881533.000000 Penalty: 3223.648193
	Iteration 20F: 3 clusters Score -1881533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1881532.000000 Penalty: 3223.648193
	Iteration 21Q: 3 clusters Score -1881532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1881531.750000 Penalty: 3223.648193
	Iteration 22Q: 3 clusters Score -1881532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1881532.625000 Penalty: 3223.648193
	Iteration 23Q: 3 clusters Score -1881533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1881535.000000 Penalty: 3223.648193
	Iteration 24Q: 3 clusters Score -1881535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1881533.875000 Penalty: 3223.648193
	Iteration 25Q: 3 clusters Score -1881534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1881537.250000 Penalty: 3223.648193
	Iteration 26Q: 3 clusters Score -1881537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1881536.000000 Penalty: 3223.648193
	Iteration 27Q: 3 clusters Score -1881536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1881535.875000 Penalty: 3223.648193
	Iteration 28Q: 3 clusters Score -1881536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1881535.875000 Penalty: 3223.648193
	Iteration 29F: 3 clusters Score -1881536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Entering Unmasked Estep 
Score: -561540.250000 Penalty: 1418.369263
	Iteration 0F: 2 clusters Score -561540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -556774.375000 Penalty: 2836.738525
	Iteration 0F: 3 clusters Score -556774.4 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -558159.625000 Penalty: 2836.738525
	Iteration 1F: 3 clusters Score -558159.6 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -558405.125000 Penalty: 2836.738525
	Iteration 2F: 3 clusters Score -558405.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -558620.500000 Penalty: 2836.738525
	Iteration 3F: 3 clusters Score -558620.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -558831.375000 Penalty: 2836.738525
	Iteration 4F: 3 clusters Score -558831.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -559036.687500 Penalty: 2836.738525
	Iteration 5F: 3 clusters Score -559036.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -559237.187500 Penalty: 2836.738525
	Iteration 6Q: 3 clusters Score -559237.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -559430.437500 Penalty: 2836.738525
	Iteration 7Q: 3 clusters Score -559430.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -559590.812500 Penalty: 2836.738525
	Iteration 8Q: 3 clusters Score -559590.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -559714.812500 Penalty: 2836.738525
	Iteration 9Q: 3 clusters Score -559714.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -559812.250000 Penalty: 2836.738525
	Iteration 10Q: 3 clusters Score -559812.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -559908.000000 Penalty: 2836.738525
	Iteration 11Q: 3 clusters Score -559908 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -559987.437500 Penalty: 2836.738525
	Iteration 12Q: 3 clusters Score -559987.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -560055.062500 Penalty: 2836.738525
	Iteration 13Q: 3 clusters Score -560055.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -560122.937500 Penalty: 2836.738525
	Iteration 14Q: 3 clusters Score -560122.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -560171.625000 Penalty: 2836.738525
	Iteration 15Q: 3 clusters Score -560171.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -560204.562500 Penalty: 2836.738525
	Iteration 16Q: 3 clusters Score -560204.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -560229.875000 Penalty: 2836.738525
	Iteration 17Q: 3 clusters Score -560229.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -560251.875000 Penalty: 2836.738525
	Iteration 18Q: 3 clusters Score -560251.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -560274.750000 Penalty: 2836.738525
	Iteration 19Q: 3 clusters Score -560274.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -560292.812500 Penalty: 2836.738525
	Iteration 20F: 3 clusters Score -560292.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -560303.187500 Penalty: 2836.738525
	Iteration 21Q: 3 clusters Score -560303.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -560318.000000 Penalty: 2836.738525
	Iteration 22Q: 3 clusters Score -560318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -560331.125000 Penalty: 2836.738525
	Iteration 23Q: 3 clusters Score -560331.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -560341.812500 Penalty: 2836.738525
	Iteration 24Q: 3 clusters Score -560341.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -560353.687500 Penalty: 2836.738525
	Iteration 25Q: 3 clusters Score -560353.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -560361.000000 Penalty: 2836.738525
	Iteration 26Q: 3 clusters Score -560361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -560368.687500 Penalty: 2836.738525
	Iteration 27Q: 3 clusters Score -560368.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -560376.375000 Penalty: 2836.738525
	Iteration 28Q: 3 clusters Score -560376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -560381.750000 Penalty: 2836.738525
	Iteration 29Q: 3 clusters Score -560381.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -560389.125000 Penalty: 2836.738525
	Iteration 30Q: 3 clusters Score -560389.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -560393.437500 Penalty: 2836.738525
	Iteration 31Q: 3 clusters Score -560393.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -560398.125000 Penalty: 2836.738525
	Iteration 32Q: 3 clusters Score -560398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -560401.687500 Penalty: 2836.738525
	Iteration 33Q: 3 clusters Score -560401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -560402.375000 Penalty: 2836.738525
	Iteration 34Q: 3 clusters Score -560402.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -560406.000000 Penalty: 2836.738525
	Iteration 35Q: 3 clusters Score -560406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -560408.875000 Penalty: 2836.738525
	Iteration 36Q: 3 clusters Score -560408.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -560411.250000 Penalty: 2836.738525
	Iteration 37Q: 3 clusters Score -560411.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -560413.937500 Penalty: 2836.738525
	Iteration 38Q: 3 clusters Score -560413.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -560415.812500 Penalty: 2836.738525
	Iteration 39Q: 3 clusters Score -560415.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -560417.250000 Penalty: 2836.738525
	Iteration 40F: 3 clusters Score -560417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -560419.500000 Penalty: 2836.738525
	Iteration 41Q: 3 clusters Score -560419.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -560419.187500 Penalty: 2836.738525
	Iteration 42Q: 3 clusters Score -560419.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -560418.625000 Penalty: 2836.738525
	Iteration 43Q: 3 clusters Score -560418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -560418.625000 Penalty: 2836.738525
	Iteration 44F: 3 clusters Score -560418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -596788.812500 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -596788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -591741.000000 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -591741 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -593418.687500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -593418.7 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -593724.562500 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -593724.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -593997.562500 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -593997.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -594263.312500 Penalty: 2864.415771
	Iteration 4F: 3 clusters Score -594263.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -594502.625000 Penalty: 2864.415771
	Iteration 5F: 3 clusters Score -594502.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -594731.375000 Penalty: 2864.415771
	Iteration 6Q: 3 clusters Score -594731.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -594927.500000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -594927.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -595096.500000 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -595096.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -595238.875000 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -595238.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -595326.375000 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -595326.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -595381.000000 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -595381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -595423.500000 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -595423.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -595450.000000 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -595450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -595473.000000 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -595473 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -595495.812500 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -595495.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -595520.125000 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -595520.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -595541.000000 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -595541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -595553.562500 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -595553.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -595569.687500 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -595569.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -595590.437500 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -595590.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -595612.062500 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -595612.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -595633.000000 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -595633 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -595646.625000 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -595646.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -595657.937500 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -595657.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -595663.812500 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -595663.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -595667.312500 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -595667.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -595670.187500 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -595670.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -595671.687500 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -595671.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -595672.187500 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -595672.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -595673.187500 Penalty: 2864.415771
	Iteration 30Q: 3 clusters Score -595673.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -595673.812500 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -595673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -595674.187500 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -595674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -595675.312500 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -595675.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -595677.187500 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -595677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -595675.750000 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -595675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -595676.062500 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -595676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -595676.437500 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -595676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -595676.187500 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -595676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -595676.875000 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -595676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -595679.812500 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -595679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -595679.750000 Penalty: 2864.415771
	Iteration 41Q: 3 clusters Score -595679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -595679.687500 Penalty: 2864.415771
	Iteration 42Q: 3 clusters Score -595679.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -595680.437500 Penalty: 2864.415771
	Iteration 43Q: 3 clusters Score -595680.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -595679.812500 Penalty: 2864.415771
	Iteration 44Q: 3 clusters Score -595679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -595679.812500 Penalty: 2864.415771
	Iteration 45F: 3 clusters Score -595679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -557546.437500 Penalty: 1418.079590
	Iteration 0F: 2 clusters Score -557546.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -552828.375000 Penalty: 2836.159180
	Iteration 0F: 3 clusters Score -552828.4 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -554224.250000 Penalty: 2836.159180
	Iteration 1F: 3 clusters Score -554224.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -554482.375000 Penalty: 2836.159180
	Iteration 2F: 3 clusters Score -554482.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -554694.562500 Penalty: 2836.159180
	Iteration 3F: 3 clusters Score -554694.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -554927.625000 Penalty: 2836.159180
	Iteration 4F: 3 clusters Score -554927.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -555226.375000 Penalty: 2836.159180
	Iteration 5F: 3 clusters Score -555226.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -555543.812500 Penalty: 2836.159180
	Iteration 6F: 3 clusters Score -555543.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -555821.625000 Penalty: 2836.159180
	Iteration 7F: 3 clusters Score -555821.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -556022.687500 Penalty: 2836.159180
	Iteration 8F: 3 clusters Score -556022.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -556179.687500 Penalty: 2836.159180
	Iteration 9Q: 3 clusters Score -556179.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -556306.000000 Penalty: 2836.159180
	Iteration 10Q: 3 clusters Score -556306 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -556412.500000 Penalty: 2836.159180
	Iteration 11Q: 3 clusters Score -556412.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -556516.125000 Penalty: 2836.159180
	Iteration 12Q: 3 clusters Score -556516.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -556600.375000 Penalty: 2836.159180
	Iteration 13Q: 3 clusters Score -556600.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -556683.875000 Penalty: 2836.159180
	Iteration 14Q: 3 clusters Score -556683.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -556754.562500 Penalty: 2836.159180
	Iteration 15Q: 3 clusters Score -556754.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -556842.000000 Penalty: 2836.159180
	Iteration 16Q: 3 clusters Score -556842 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -556920.000000 Penalty: 2836.159180
	Iteration 17Q: 3 clusters Score -556920 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -556983.375000 Penalty: 2836.159180
	Iteration 18Q: 3 clusters Score -556983.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -557047.312500 Penalty: 2836.159180
	Iteration 19Q: 3 clusters Score -557047.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -557083.875000 Penalty: 2836.159180
	Iteration 20F: 3 clusters Score -557083.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -557104.250000 Penalty: 2836.159180
	Iteration 21Q: 3 clusters Score -557104.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -557111.312500 Penalty: 2836.159180
	Iteration 22Q: 3 clusters Score -557111.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -557117.687500 Penalty: 2836.159180
	Iteration 23Q: 3 clusters Score -557117.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -557125.875000 Penalty: 2836.159180
	Iteration 24Q: 3 clusters Score -557125.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -557130.625000 Penalty: 2836.159180
	Iteration 25Q: 3 clusters Score -557130.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -557135.562500 Penalty: 2836.159180
	Iteration 26Q: 3 clusters Score -557135.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -557137.750000 Penalty: 2836.159180
	Iteration 27Q: 3 clusters Score -557137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -557139.312500 Penalty: 2836.159180
	Iteration 28Q: 3 clusters Score -557139.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -557142.062500 Penalty: 2836.159180
	Iteration 29Q: 3 clusters Score -557142.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -557145.312500 Penalty: 2836.159180
	Iteration 30Q: 3 clusters Score -557145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -557146.000000 Penalty: 2836.159180
	Iteration 31Q: 3 clusters Score -557146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -557147.312500 Penalty: 2836.159180
	Iteration 32Q: 3 clusters Score -557147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -557148.875000 Penalty: 2836.159180
	Iteration 33Q: 3 clusters Score -557148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -557150.625000 Penalty: 2836.159180
	Iteration 34Q: 3 clusters Score -557150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -557152.500000 Penalty: 2836.159180
	Iteration 35Q: 3 clusters Score -557152.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -557152.625000 Penalty: 2836.159180
	Iteration 36Q: 3 clusters Score -557152.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -557153.062500 Penalty: 2836.159180
	Iteration 37Q: 3 clusters Score -557153.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -557153.062500 Penalty: 2836.159180
	Iteration 38F: 3 clusters Score -557153.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Entering Unmasked Estep 
Score: -487003.875000 Penalty: 1397.480225
	Iteration 0F: 2 clusters Score -487003.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -482720.500000 Penalty: 2794.960449
	Iteration 0F: 3 clusters Score -482720.5 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -483990.093750 Penalty: 2794.960449
	Iteration 1F: 3 clusters Score -483990.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -484228.625000 Penalty: 2794.960449
	Iteration 2F: 3 clusters Score -484228.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -484418.031250 Penalty: 2794.960449
	Iteration 3F: 3 clusters Score -484418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -484592.406250 Penalty: 2794.960449
	Iteration 4Q: 3 clusters Score -484592.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -484754.093750 Penalty: 2794.960449
	Iteration 5Q: 3 clusters Score -484754.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -484892.531250 Penalty: 2794.960449
	Iteration 6Q: 3 clusters Score -484892.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -485009.281250 Penalty: 2794.960449
	Iteration 7Q: 3 clusters Score -485009.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -485115.406250 Penalty: 2794.960449
	Iteration 8Q: 3 clusters Score -485115.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -485221.406250 Penalty: 2794.960449
	Iteration 9Q: 3 clusters Score -485221.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -485313.312500 Penalty: 2794.960449
	Iteration 10Q: 3 clusters Score -485313.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -485392.562500 Penalty: 2794.960449
	Iteration 11Q: 3 clusters Score -485392.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -485445.843750 Penalty: 2794.960449
	Iteration 12Q: 3 clusters Score -485445.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -485485.531250 Penalty: 2794.960449
	Iteration 13Q: 3 clusters Score -485485.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -485513.562500 Penalty: 2794.960449
	Iteration 14Q: 3 clusters Score -485513.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -485538.281250 Penalty: 2794.960449
	Iteration 15Q: 3 clusters Score -485538.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -485560.781250 Penalty: 2794.960449
	Iteration 16Q: 3 clusters Score -485560.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -485578.781250 Penalty: 2794.960449
	Iteration 17Q: 3 clusters Score -485578.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -485595.656250 Penalty: 2794.960449
	Iteration 18Q: 3 clusters Score -485595.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -485610.218750 Penalty: 2794.960449
	Iteration 19Q: 3 clusters Score -485610.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -485620.781250 Penalty: 2794.960449
	Iteration 20F: 3 clusters Score -485620.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -485633.093750 Penalty: 2794.960449
	Iteration 21Q: 3 clusters Score -485633.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -485644.781250 Penalty: 2794.960449
	Iteration 22Q: 3 clusters Score -485644.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -485653.187500 Penalty: 2794.960449
	Iteration 23Q: 3 clusters Score -485653.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -485663.687500 Penalty: 2794.960449
	Iteration 24Q: 3 clusters Score -485663.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -485676.343750 Penalty: 2794.960449
	Iteration 25Q: 3 clusters Score -485676.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -485691.000000 Penalty: 2794.960449
	Iteration 26Q: 3 clusters Score -485691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -485705.312500 Penalty: 2794.960449
	Iteration 27Q: 3 clusters Score -485705.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -485717.687500 Penalty: 2794.960449
	Iteration 28Q: 3 clusters Score -485717.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -485728.500000 Penalty: 2794.960449
	Iteration 29Q: 3 clusters Score -485728.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -485736.500000 Penalty: 2794.960449
	Iteration 30Q: 3 clusters Score -485736.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -485744.156250 Penalty: 2794.960449
	Iteration 31Q: 3 clusters Score -485744.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -485750.218750 Penalty: 2794.960449
	Iteration 32Q: 3 clusters Score -485750.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -485753.562500 Penalty: 2794.960449
	Iteration 33Q: 3 clusters Score -485753.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -485756.531250 Penalty: 2794.960449
	Iteration 34Q: 3 clusters Score -485756.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -485758.750000 Penalty: 2794.960449
	Iteration 35Q: 3 clusters Score -485758.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -485761.875000 Penalty: 2794.960449
	Iteration 36Q: 3 clusters Score -485761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -485764.437500 Penalty: 2794.960449
	Iteration 37Q: 3 clusters Score -485764.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -485766.312500 Penalty: 2794.960449
	Iteration 38Q: 3 clusters Score -485766.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -485768.406250 Penalty: 2794.960449
	Iteration 39Q: 3 clusters Score -485768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -485772.156250 Penalty: 2794.960449
	Iteration 40F: 3 clusters Score -485772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -485774.312500 Penalty: 2794.960449
	Iteration 41Q: 3 clusters Score -485774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -485778.843750 Penalty: 2794.960449
	Iteration 42Q: 3 clusters Score -485778.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -485781.437500 Penalty: 2794.960449
	Iteration 43Q: 3 clusters Score -485781.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -485784.906250 Penalty: 2794.960449
	Iteration 44Q: 3 clusters Score -485784.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -485787.156250 Penalty: 2794.960449
	Iteration 45Q: 3 clusters Score -485787.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -485789.937500 Penalty: 2794.960449
	Iteration 46Q: 3 clusters Score -485789.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -485793.968750 Penalty: 2794.960449
	Iteration 47Q: 3 clusters Score -485794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -485797.687500 Penalty: 2794.960449
	Iteration 48Q: 3 clusters Score -485797.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -485800.218750 Penalty: 2794.960449
	Iteration 49Q: 3 clusters Score -485800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -485802.625000 Penalty: 2794.960449
	Iteration 50Q: 3 clusters Score -485802.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -485807.156250 Penalty: 2794.960449
	Iteration 51Q: 3 clusters Score -485807.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -485810.750000 Penalty: 2794.960449
	Iteration 52Q: 3 clusters Score -485810.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -485815.500000 Penalty: 2794.960449
	Iteration 53Q: 3 clusters Score -485815.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -485821.937500 Penalty: 2794.960449
	Iteration 54Q: 3 clusters Score -485821.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -485830.531250 Penalty: 2794.960449
	Iteration 55Q: 3 clusters Score -485830.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -485839.875000 Penalty: 2794.960449
	Iteration 56Q: 3 clusters Score -485839.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -485846.875000 Penalty: 2794.960449
	Iteration 57Q: 3 clusters Score -485846.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -485851.968750 Penalty: 2794.960449
	Iteration 58Q: 3 clusters Score -485852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -485856.281250 Penalty: 2794.960449
	Iteration 59Q: 3 clusters Score -485856.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -485859.093750 Penalty: 2794.960449
	Iteration 60F: 3 clusters Score -485859.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -485862.843750 Penalty: 2794.960449
	Iteration 61Q: 3 clusters Score -485862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -485865.187500 Penalty: 2794.960449
	Iteration 62Q: 3 clusters Score -485865.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -485867.625000 Penalty: 2794.960449
	Iteration 63Q: 3 clusters Score -485867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -485868.718750 Penalty: 2794.960449
	Iteration 64Q: 3 clusters Score -485868.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -485869.718750 Penalty: 2794.960449
	Iteration 65Q: 3 clusters Score -485869.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -485872.062500 Penalty: 2794.960449
	Iteration 66Q: 3 clusters Score -485872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -485872.781250 Penalty: 2794.960449
	Iteration 67Q: 3 clusters Score -485872.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -485875.375000 Penalty: 2794.960449
	Iteration 68Q: 3 clusters Score -485875.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -485875.906250 Penalty: 2794.960449
	Iteration 69Q: 3 clusters Score -485875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -485878.593750 Penalty: 2794.960449
	Iteration 70Q: 3 clusters Score -485878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -485879.843750 Penalty: 2794.960449
	Iteration 71Q: 3 clusters Score -485879.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -485882.562500 Penalty: 2794.960449
	Iteration 72Q: 3 clusters Score -485882.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -485885.468750 Penalty: 2794.960449
	Iteration 73Q: 3 clusters Score -485885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -485886.625000 Penalty: 2794.960449
	Iteration 74Q: 3 clusters Score -485886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -485888.406250 Penalty: 2794.960449
	Iteration 75Q: 3 clusters Score -485888.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -485891.750000 Penalty: 2794.960449
	Iteration 76Q: 3 clusters Score -485891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -485893.093750 Penalty: 2794.960449
	Iteration 77Q: 3 clusters Score -485893.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -485897.093750 Penalty: 2794.960449
	Iteration 78Q: 3 clusters Score -485897.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -485899.875000 Penalty: 2794.960449
	Iteration 79Q: 3 clusters Score -485899.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -485901.593750 Penalty: 2794.960449
	Iteration 80F: 3 clusters Score -485901.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -485903.562500 Penalty: 2794.960449
	Iteration 81Q: 3 clusters Score -485903.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -485906.781250 Penalty: 2794.960449
	Iteration 82Q: 3 clusters Score -485906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -485913.125000 Penalty: 2794.960449
	Iteration 83Q: 3 clusters Score -485913.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -485916.843750 Penalty: 2794.960449
	Iteration 84Q: 3 clusters Score -485916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -485920.156250 Penalty: 2794.960449
	Iteration 85Q: 3 clusters Score -485920.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -485921.343750 Penalty: 2794.960449
	Iteration 86Q: 3 clusters Score -485921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -485922.812500 Penalty: 2794.960449
	Iteration 87Q: 3 clusters Score -485922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -485922.812500 Penalty: 2794.960449
	Iteration 88F: 3 clusters Score -485922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -94316.062500 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -94316.06 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 644 members 
Entering Unmasked Estep 
Score: -92766.726562 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -92766.73 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -93182.742188 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -93182.74 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93338.546875 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -93338.55 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93437.296875 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -93437.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -93519.476562 Penalty: 2312.035645
	Iteration 4F: 3 clusters Score -93519.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -93559.632812 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -93559.63 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -93586.148438 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -93586.15 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93605.828125 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -93605.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -93627.132812 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -93627.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93649.609375 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -93649.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -93668.421875 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -93668.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93698.937500 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -93698.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -93715.226562 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -93715.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -93732.796875 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -93732.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -93750.765625 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -93750.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -93775.164062 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -93775.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93804.804688 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -93804.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93840.250000 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -93840.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93860.039062 Penalty: 2312.035645
	Iteration 18Q: 3 clusters Score -93860.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93873.718750 Penalty: 2312.035645
	Iteration 19Q: 3 clusters Score -93873.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93884.265625 Penalty: 2312.035645
	Iteration 20F: 3 clusters Score -93884.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93892.671875 Penalty: 2312.035645
	Iteration 21Q: 3 clusters Score -93892.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93900.679688 Penalty: 2312.035645
	Iteration 22Q: 3 clusters Score -93900.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -93906.109375 Penalty: 2312.035645
	Iteration 23Q: 3 clusters Score -93906.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93908.000000 Penalty: 2312.035645
	Iteration 24Q: 3 clusters Score -93908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -93915.500000 Penalty: 2312.035645
	Iteration 25Q: 3 clusters Score -93915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -93921.132812 Penalty: 2312.035645
	Iteration 26Q: 3 clusters Score -93921.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93922.453125 Penalty: 2312.035645
	Iteration 27Q: 3 clusters Score -93922.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -93922.875000 Penalty: 2312.035645
	Iteration 28Q: 3 clusters Score -93922.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93923.617188 Penalty: 2312.035645
	Iteration 29Q: 3 clusters Score -93923.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93923.617188 Penalty: 2312.035645
	Iteration 30F: 3 clusters Score -93923.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -444971.468750 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -444971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -441100.687500 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -441100.7 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -442123.281250 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -442123.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -442284.437500 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -442284.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -442411.156250 Penalty: 2756.239502
	Iteration 3Q: 3 clusters Score -442411.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -442509.343750 Penalty: 2756.239502
	Iteration 4Q: 3 clusters Score -442509.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -442591.218750 Penalty: 2756.239502
	Iteration 5Q: 3 clusters Score -442591.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -442645.500000 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -442645.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -442689.750000 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -442689.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -442723.250000 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -442723.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -442750.406250 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -442750.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -442776.906250 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -442776.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -442805.312500 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -442805.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -442829.812500 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -442829.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -442851.531250 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -442851.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -442877.031250 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -442877 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -442904.750000 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -442904.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -442933.906250 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -442933.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -442969.000000 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -442969 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -443004.093750 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -443004.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -443031.968750 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -443032 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -443062.281250 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -443062.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -443095.937500 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -443095.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -443131.906250 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -443131.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -443159.375000 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -443159.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -443183.718750 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -443183.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -443212.406250 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -443212.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -443246.781250 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -443246.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443280.468750 Penalty: 2756.239502
	Iteration 27Q: 3 clusters Score -443280.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -443312.187500 Penalty: 2756.239502
	Iteration 28Q: 3 clusters Score -443312.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -443356.718750 Penalty: 2756.239502
	Iteration 29Q: 3 clusters Score -443356.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -443401.187500 Penalty: 2756.239502
	Iteration 30Q: 3 clusters Score -443401.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -443442.093750 Penalty: 2756.239502
	Iteration 31Q: 3 clusters Score -443442.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -443486.500000 Penalty: 2756.239502
	Iteration 32Q: 3 clusters Score -443486.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -443529.031250 Penalty: 2756.239502
	Iteration 33Q: 3 clusters Score -443529 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -443561.906250 Penalty: 2756.239502
	Iteration 34Q: 3 clusters Score -443561.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -443596.156250 Penalty: 2756.239502
	Iteration 35Q: 3 clusters Score -443596.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -443641.343750 Penalty: 2756.239502
	Iteration 36Q: 3 clusters Score -443641.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -443665.937500 Penalty: 2756.239502
	Iteration 37Q: 3 clusters Score -443665.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -443681.281250 Penalty: 2756.239502
	Iteration 38Q: 3 clusters Score -443681.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -443693.375000 Penalty: 2756.239502
	Iteration 39Q: 3 clusters Score -443693.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -443707.187500 Penalty: 2756.239502
	Iteration 40F: 3 clusters Score -443707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -443721.937500 Penalty: 2756.239502
	Iteration 41Q: 3 clusters Score -443721.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -443735.906250 Penalty: 2756.239502
	Iteration 42Q: 3 clusters Score -443735.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -443749.437500 Penalty: 2756.239502
	Iteration 43Q: 3 clusters Score -443749.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -443763.000000 Penalty: 2756.239502
	Iteration 44Q: 3 clusters Score -443763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -443775.562500 Penalty: 2756.239502
	Iteration 45Q: 3 clusters Score -443775.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -443786.656250 Penalty: 2756.239502
	Iteration 46Q: 3 clusters Score -443786.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -443799.000000 Penalty: 2756.239502
	Iteration 47Q: 3 clusters Score -443799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -443809.562500 Penalty: 2756.239502
	Iteration 48Q: 3 clusters Score -443809.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -443815.781250 Penalty: 2756.239502
	Iteration 49Q: 3 clusters Score -443815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -443819.906250 Penalty: 2756.239502
	Iteration 50Q: 3 clusters Score -443819.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -443824.125000 Penalty: 2756.239502
	Iteration 51Q: 3 clusters Score -443824.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -443830.687500 Penalty: 2756.239502
	Iteration 52Q: 3 clusters Score -443830.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -443838.375000 Penalty: 2756.239502
	Iteration 53Q: 3 clusters Score -443838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -443842.687500 Penalty: 2756.239502
	Iteration 54Q: 3 clusters Score -443842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -443845.843750 Penalty: 2756.239502
	Iteration 55Q: 3 clusters Score -443845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -443850.000000 Penalty: 2756.239502
	Iteration 56Q: 3 clusters Score -443850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -443852.093750 Penalty: 2756.239502
	Iteration 57Q: 3 clusters Score -443852.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -443854.375000 Penalty: 2756.239502
	Iteration 58Q: 3 clusters Score -443854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -443858.718750 Penalty: 2756.239502
	Iteration 59Q: 3 clusters Score -443858.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443863.031250 Penalty: 2756.239502
	Iteration 60F: 3 clusters Score -443863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -443866.125000 Penalty: 2756.239502
	Iteration 61Q: 3 clusters Score -443866.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -443867.375000 Penalty: 2756.239502
	Iteration 62Q: 3 clusters Score -443867.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -443868.406250 Penalty: 2756.239502
	Iteration 63Q: 3 clusters Score -443868.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443872.968750 Penalty: 2756.239502
	Iteration 64Q: 3 clusters Score -443873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -443874.625000 Penalty: 2756.239502
	Iteration 65Q: 3 clusters Score -443874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443875.937500 Penalty: 2756.239502
	Iteration 66Q: 3 clusters Score -443875.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443875.937500 Penalty: 2756.239502
	Iteration 67F: 3 clusters Score -443875.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67494 members 
Entering Unmasked Estep 
Score: -6259146.000000 Penalty: 1806.966553
	Iteration 0F: 2 clusters Score -6259146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -6214457.500000 Penalty: 3613.933105
	Iteration 0F: 3 clusters Score -6214458 nChanged 31867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -6232667.500000 Penalty: 3613.933105
	Iteration 1F: 3 clusters Score -6232668 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -6233228.500000 Penalty: 3613.933105
	Iteration 2Q: 3 clusters Score -6233228 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -6233775.000000 Penalty: 3613.933105
	Iteration 3Q: 3 clusters Score -6233775 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6234436.000000 Penalty: 3613.933105
	Iteration 4Q: 3 clusters Score -6234436 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -6235208.500000 Penalty: 3613.933105
	Iteration 5Q: 3 clusters Score -6235208 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -6236080.000000 Penalty: 3613.933105
	Iteration 6Q: 3 clusters Score -6236080 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -6237147.000000 Penalty: 3613.933105
	Iteration 7Q: 3 clusters Score -6237147 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -6238365.500000 Penalty: 3613.933105
	Iteration 8Q: 3 clusters Score -6238366 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -6239875.500000 Penalty: 3613.933105
	Iteration 9Q: 3 clusters Score -6239876 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -6241679.500000 Penalty: 3613.933105
	Iteration 10F: 3 clusters Score -6241680 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -6243995.000000 Penalty: 3613.933105
	Iteration 11F: 3 clusters Score -6243995 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -6246901.000000 Penalty: 3613.933105
	Iteration 12F: 3 clusters Score -6246901 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -6250142.500000 Penalty: 3613.933105
	Iteration 13F: 3 clusters Score -6250142 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -6252861.000000 Penalty: 3613.933105
	Iteration 14Q: 3 clusters Score -6252861 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 61605 members 
Entering Unmasked Estep 
Score: -6254598.000000 Penalty: 3613.933105
	Iteration 15Q: 3 clusters Score -6254598 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 62736 members 
Entering Unmasked Estep 
Score: -6255632.000000 Penalty: 3613.933105
	Iteration 16Q: 3 clusters Score -6255632 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
Score: -6256283.000000 Penalty: 3613.933105
	Iteration 17Q: 3 clusters Score -6256283 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 64190 members 
Entering Unmasked Estep 
Score: -6256756.000000 Penalty: 3613.933105
	Iteration 18Q: 3 clusters Score -6256756 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -6257084.500000 Penalty: 3613.933105
	Iteration 19Q: 3 clusters Score -6257084 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -6257315.000000 Penalty: 3613.933105
	Iteration 20F: 3 clusters Score -6257315 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -6257426.000000 Penalty: 3613.933105
	Iteration 21Q: 3 clusters Score -6257426 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 65430 members 
Entering Unmasked Estep 
Score: -6257536.000000 Penalty: 3613.933105
	Iteration 22Q: 3 clusters Score -6257536 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 65585 members 
Entering Unmasked Estep 
Score: -6257615.500000 Penalty: 3613.933105
	Iteration 23Q: 3 clusters Score -6257616 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 65704 members 
Entering Unmasked Estep 
Score: -6257688.000000 Penalty: 3613.933105
	Iteration 24Q: 3 clusters Score -6257688 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 65800 members 
Entering Unmasked Estep 
Score: -6257743.000000 Penalty: 3613.933105
	Iteration 25Q: 3 clusters Score -6257743 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 65874 members 
Entering Unmasked Estep 
Score: -6257760.500000 Penalty: 3613.933105
	Iteration 26Q: 3 clusters Score -6257760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 65937 members 
Entering Unmasked Estep 
Score: -6257768.500000 Penalty: 3613.933105
	Iteration 27Q: 3 clusters Score -6257768 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 65987 members 
Entering Unmasked Estep 
Score: -6257789.500000 Penalty: 3613.933105
	Iteration 28Q: 3 clusters Score -6257790 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 66022 members 
Entering Unmasked Estep 
Score: -6257794.500000 Penalty: 3613.933105
	Iteration 29Q: 3 clusters Score -6257794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 66049 members 
Entering Unmasked Estep 
Score: -6257813.000000 Penalty: 3613.933105
	Iteration 30Q: 3 clusters Score -6257813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 66083 members 
Entering Unmasked Estep 
Score: -6257828.000000 Penalty: 3613.933105
	Iteration 31Q: 3 clusters Score -6257828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 66109 members 
Entering Unmasked Estep 
Score: -6257834.500000 Penalty: 3613.933105
	Iteration 32Q: 3 clusters Score -6257834 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -6257841.500000 Penalty: 3613.933105
	Iteration 33Q: 3 clusters Score -6257842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -6257843.000000 Penalty: 3613.933105
	Iteration 34Q: 3 clusters Score -6257843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -6257855.000000 Penalty: 3613.933105
	Iteration 35Q: 3 clusters Score -6257855 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 66170 members 
Entering Unmasked Estep 
Score: -6257857.000000 Penalty: 3613.933105
	Iteration 36Q: 3 clusters Score -6257857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -6257864.500000 Penalty: 3613.933105
	Iteration 37Q: 3 clusters Score -6257864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 66187 members 
Entering Unmasked Estep 
Score: -6257868.000000 Penalty: 3613.933105
	Iteration 38Q: 3 clusters Score -6257868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 66199 members 
Entering Unmasked Estep 
Score: -6257863.500000 Penalty: 3613.933105
	Iteration 39Q: 3 clusters Score -6257864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 66212 members 
Entering Unmasked Estep 
Score: -6257867.000000 Penalty: 3613.933105
	Iteration 40F: 3 clusters Score -6257867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 66230 members 
Entering Unmasked Estep 
Score: -6257866.000000 Penalty: 3613.933105
	Iteration 41Q: 3 clusters Score -6257866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 66245 members 
Entering Unmasked Estep 
Score: -6257874.500000 Penalty: 3613.933105
	Iteration 42Q: 3 clusters Score -6257874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 66261 members 
Entering Unmasked Estep 
Score: -6257881.500000 Penalty: 3613.933105
	Iteration 43Q: 3 clusters Score -6257882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -6257893.000000 Penalty: 3613.933105
	Iteration 44Q: 3 clusters Score -6257893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 66282 members 
Entering Unmasked Estep 
Score: -6257887.500000 Penalty: 3613.933105
	Iteration 45Q: 3 clusters Score -6257888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -6257892.000000 Penalty: 3613.933105
	Iteration 46Q: 3 clusters Score -6257892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 66297 members 
Entering Unmasked Estep 
Score: -6257901.000000 Penalty: 3613.933105
	Iteration 47Q: 3 clusters Score -6257901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -6257903.500000 Penalty: 3613.933105
	Iteration 48Q: 3 clusters Score -6257904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 66307 members 
Entering Unmasked Estep 
Score: -6257895.500000 Penalty: 3613.933105
	Iteration 49Q: 3 clusters Score -6257896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -6257905.000000 Penalty: 3613.933105
	Iteration 50Q: 3 clusters Score -6257905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 66312 members 
Entering Unmasked Estep 
Score: -6257910.500000 Penalty: 3613.933105
	Iteration 51Q: 3 clusters Score -6257910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -6257904.000000 Penalty: 3613.933105
	Iteration 52Q: 3 clusters Score -6257904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 66316 members 
Entering Unmasked Estep 
Score: -6257904.000000 Penalty: 3613.933105
	Iteration 53Q: 3 clusters Score -6257904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 66317 members 
Entering Unmasked Estep 
Score: -6257904.500000 Penalty: 3613.933105
	Iteration 54Q: 3 clusters Score -6257904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 66318 members 
Entering Unmasked Estep 
Score: -6257910.000000 Penalty: 3613.933105
	Iteration 55Q: 3 clusters Score -6257910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 66321 members 
Entering Unmasked Estep 
Score: -6257906.500000 Penalty: 3613.933105
	Iteration 56Q: 3 clusters Score -6257906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -6257905.500000 Penalty: 3613.933105
	Iteration 57Q: 3 clusters Score -6257906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -6257907.500000 Penalty: 3613.933105
	Iteration 58Q: 3 clusters Score -6257908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -6257907.500000 Penalty: 3613.933105
	Iteration 59Q: 3 clusters Score -6257908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 66326 members 
Entering Unmasked Estep 
Score: -6257907.500000 Penalty: 3613.933105
	Iteration 60F: 3 clusters Score -6257908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9967 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20321 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 28513 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34313 members 
Mstep: Class 10 contains 20354 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3774 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11672 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20311 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815644.000000 Penalty: 48939.738281
Iteration 119Q: 25 clusters Score -2.481564e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9972 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20318 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 28517 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34317 members 
Mstep: Class 10 contains 20352 members 
Mstep: Class 11 contains 11749 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11667 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20311 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815674.000000 Penalty: 48939.738281
Iteration 120F: 25 clusters Score -2.481567e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9976 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20311 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28519 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34320 members 
Mstep: Class 10 contains 20352 members 
Mstep: Class 11 contains 11748 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 5260 members 
Mstep: Class 17 contains 20312 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6166 members 
Mstep: Class 21 contains 5431 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815644.000000 Penalty: 48939.738281
Iteration 121Q: 25 clusters Score -2.481564e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9983 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20307 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28522 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34323 members 
Mstep: Class 10 contains 20350 members 
Mstep: Class 11 contains 11747 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5432 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815640.000000 Penalty: 48939.738281
Iteration 122Q: 25 clusters Score -2.481564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9988 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20303 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28526 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34327 members 
Mstep: Class 10 contains 20347 members 
Mstep: Class 11 contains 11745 members 
Mstep: Class 12 contains 3777 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20312 members 
Mstep: Class 18 contains 6178 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5434 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815654.000000 Penalty: 48939.738281
Iteration 123Q: 25 clusters Score -2.481565e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9995 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20301 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28528 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34329 members 
Mstep: Class 10 contains 20345 members 
Mstep: Class 11 contains 11743 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20311 members 
Mstep: Class 18 contains 6176 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5435 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815644.000000 Penalty: 48939.738281
Iteration 124Q: 25 clusters Score -2.481564e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28532 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34332 members 
Mstep: Class 10 contains 20345 members 
Mstep: Class 11 contains 11742 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3257 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11663 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 6177 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5436 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815624.000000 Penalty: 48939.738281
Iteration 125Q: 25 clusters Score -2.481562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20291 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28534 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34336 members 
Mstep: Class 10 contains 20344 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3775 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11662 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 6179 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815640.000000 Penalty: 48939.738281
Iteration 126Q: 25 clusters Score -2.481564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20289 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28534 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34339 members 
Mstep: Class 10 contains 20343 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815648.000000 Penalty: 48939.738281
Iteration 127Q: 25 clusters Score -2.481565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20287 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28534 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 20342 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815650.000000 Penalty: 48939.738281
Iteration 128Q: 25 clusters Score -2.481565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20286 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28534 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 20343 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815648.000000 Penalty: 48939.738281
Iteration 129Q: 25 clusters Score -2.481565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20285 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28535 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 20343 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815646.000000 Penalty: 48939.738281
Iteration 130Q: 25 clusters Score -2.481565e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 9994 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 20285 members 
Mstep: Class 5 contains 2428 members 
Mstep: Class 6 contains 2931 members 
Mstep: Class 7 contains 28535 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 34342 members 
Mstep: Class 10 contains 20343 members 
Mstep: Class 11 contains 11740 members 
Mstep: Class 12 contains 3776 members 
Mstep: Class 13 contains 3258 members 
Mstep: Class 14 contains 2778 members 
Mstep: Class 15 contains 11661 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 20309 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 6725 members 
Mstep: Class 20 contains 6165 members 
Mstep: Class 21 contains 5437 members 
Mstep: Class 22 contains 1229 members 
Mstep: Class 23 contains 4821 members 
Mstep: Class 24 contains 67473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -24815646.000000 Penalty: 48939.738281
Iteration 131F: 25 clusters Score -2.481565e+07 nChanged 0
Entering ConstructFrom: 
Score: -24815646.000000 Penalty: 48939.738281
Entering ConstructFrom: 
Trying to split cluster 1 (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: -151277.062500 Penalty: 1218.746216
	Iteration 0F: 2 clusters Score -151277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -149370.328125 Penalty: 2437.492432
	Iteration 0F: 3 clusters Score -149370.3 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -149815.375000 Penalty: 2437.492432
	Iteration 1F: 3 clusters Score -149815.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -149971.984375 Penalty: 2437.492432
	Iteration 2F: 3 clusters Score -149972 nChanged 117
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: -150080.515625 Penalty: 2437.492432
	Iteration 3F: 3 clusters Score -150080.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -150148.812500 Penalty: 2437.492432
	Iteration 4Q: 3 clusters Score -150148.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150185.640625 Penalty: 2437.492432
	Iteration 5Q: 3 clusters Score -150185.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -150214.953125 Penalty: 2437.492432
	Iteration 6Q: 3 clusters Score -150215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -150226.234375 Penalty: 2437.492432
	Iteration 7Q: 3 clusters Score -150226.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150233.203125 Penalty: 2437.492432
	Iteration 8Q: 3 clusters Score -150233.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -150238.625000 Penalty: 2437.492432
	Iteration 9Q: 3 clusters Score -150238.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -150243.093750 Penalty: 2437.492432
	Iteration 10Q: 3 clusters Score -150243.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -150247.125000 Penalty: 2437.492432
	Iteration 11Q: 3 clusters Score -150247.1 nChanged 4
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: -150250.265625 Penalty: 2437.492432
	Iteration 12Q: 3 clusters Score -150250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150251.703125 Penalty: 2437.492432
	Iteration 13Q: 3 clusters Score -150251.7 nChanged 2
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: -150252.593750 Penalty: 2437.492432
	Iteration 14Q: 3 clusters Score -150252.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -150253.750000 Penalty: 2437.492432
	Iteration 15Q: 3 clusters Score -150253.8 nChanged 2
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: -150254.562500 Penalty: 2437.492432
	Iteration 16Q: 3 clusters Score -150254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150257.437500 Penalty: 2437.492432
	Iteration 17Q: 3 clusters Score -150257.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -150258.500000 Penalty: 2437.492432
	Iteration 18Q: 3 clusters Score -150258.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -150259.156250 Penalty: 2437.492432
	Iteration 19Q: 3 clusters Score -150259.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -150260.265625 Penalty: 2437.492432
	Iteration 20F: 3 clusters Score -150260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -150261.718750 Penalty: 2437.492432
	Iteration 21Q: 3 clusters Score -150261.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -150264.359375 Penalty: 2437.492432
	Iteration 22Q: 3 clusters Score -150264.4 nChanged 4
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: -150265.250000 Penalty: 2437.492432
	Iteration 23Q: 3 clusters Score -150265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -150265.609375 Penalty: 2437.492432
	Iteration 24Q: 3 clusters Score -150265.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -150266.500000 Penalty: 2437.492432
	Iteration 25Q: 3 clusters Score -150266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -150267.437500 Penalty: 2437.492432
	Iteration 26Q: 3 clusters Score -150267.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150268.781250 Penalty: 2437.492432
	Iteration 27Q: 3 clusters Score -150268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -150270.546875 Penalty: 2437.492432
	Iteration 28Q: 3 clusters Score -150270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -150272.000000 Penalty: 2437.492432
	Iteration 29Q: 3 clusters Score -150272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150274.421875 Penalty: 2437.492432
	Iteration 30Q: 3 clusters Score -150274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -150274.421875 Penalty: 2437.492432
	Iteration 31F: 3 clusters Score -150274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Entering Unmasked Estep 
Score: -933063.312500 Penalty: 1496.582886
	Iteration 0F: 2 clusters Score -933063.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -925824.687500 Penalty: 2993.165771
	Iteration 0F: 3 clusters Score -925824.7 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -928174.375000 Penalty: 2993.165771
	Iteration 1F: 3 clusters Score -928174.4 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -928446.750000 Penalty: 2993.165771
	Iteration 2F: 3 clusters Score -928446.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -928691.062500 Penalty: 2993.165771
	Iteration 3F: 3 clusters Score -928691.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -928936.625000 Penalty: 2993.165771
	Iteration 4Q: 3 clusters Score -928936.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -929224.875000 Penalty: 2993.165771
	Iteration 5F: 3 clusters Score -929224.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -929579.937500 Penalty: 2993.165771
	Iteration 6F: 3 clusters Score -929579.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -930017.062500 Penalty: 2993.165771
	Iteration 7F: 3 clusters Score -930017.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -930429.187500 Penalty: 2993.165771
	Iteration 8F: 3 clusters Score -930429.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -930831.687500 Penalty: 2993.165771
	Iteration 9Q: 3 clusters Score -930831.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -931151.375000 Penalty: 2993.165771
	Iteration 10Q: 3 clusters Score -931151.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -931382.875000 Penalty: 2993.165771
	Iteration 11Q: 3 clusters Score -931382.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -931512.562500 Penalty: 2993.165771
	Iteration 12Q: 3 clusters Score -931512.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -931611.000000 Penalty: 2993.165771
	Iteration 13Q: 3 clusters Score -931611 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -931675.062500 Penalty: 2993.165771
	Iteration 14Q: 3 clusters Score -931675.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -931708.000000 Penalty: 2993.165771
	Iteration 15Q: 3 clusters Score -931708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -931734.312500 Penalty: 2993.165771
	Iteration 16Q: 3 clusters Score -931734.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -931749.687500 Penalty: 2993.165771
	Iteration 17Q: 3 clusters Score -931749.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -931756.500000 Penalty: 2993.165771
	Iteration 18Q: 3 clusters Score -931756.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -931764.500000 Penalty: 2993.165771
	Iteration 19Q: 3 clusters Score -931764.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -931771.875000 Penalty: 2993.165771
	Iteration 20F: 3 clusters Score -931771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -931778.625000 Penalty: 2993.165771
	Iteration 21Q: 3 clusters Score -931778.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -931783.750000 Penalty: 2993.165771
	Iteration 22Q: 3 clusters Score -931783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -931785.875000 Penalty: 2993.165771
	Iteration 23Q: 3 clusters Score -931785.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -931788.250000 Penalty: 2993.165771
	Iteration 24Q: 3 clusters Score -931788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -931788.562500 Penalty: 2993.165771
	Iteration 25Q: 3 clusters Score -931788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -931789.062500 Penalty: 2993.165771
	Iteration 26Q: 3 clusters Score -931789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -931789.125000 Penalty: 2993.165771
	Iteration 27Q: 3 clusters Score -931789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -931790.875000 Penalty: 2993.165771
	Iteration 28Q: 3 clusters Score -931790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -931793.312500 Penalty: 2993.165771
	Iteration 29Q: 3 clusters Score -931793.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -931793.000000 Penalty: 2993.165771
	Iteration 30Q: 3 clusters Score -931793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -931793.000000 Penalty: 2993.165771
	Iteration 31F: 3 clusters Score -931793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Entering Unmasked Estep 
Score: -300606.406250 Penalty: 1321.182495
	Iteration 0F: 2 clusters Score -300606.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -297643.437500 Penalty: 2642.364990
	Iteration 0F: 3 clusters Score -297643.4 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -298423.437500 Penalty: 2642.364990
	Iteration 1F: 3 clusters Score -298423.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -298644.000000 Penalty: 2642.364990
	Iteration 2F: 3 clusters Score -298644 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -298777.875000 Penalty: 2642.364990
	Iteration 3F: 3 clusters Score -298777.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -298872.406250 Penalty: 2642.364990
	Iteration 4Q: 3 clusters Score -298872.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -298974.531250 Penalty: 2642.364990
	Iteration 5Q: 3 clusters Score -298974.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -299101.062500 Penalty: 2642.364990
	Iteration 6Q: 3 clusters Score -299101.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -299222.875000 Penalty: 2642.364990
	Iteration 7Q: 3 clusters Score -299222.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -299346.000000 Penalty: 2642.364990
	Iteration 8Q: 3 clusters Score -299346 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -299452.500000 Penalty: 2642.364990
	Iteration 9Q: 3 clusters Score -299452.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -299561.000000 Penalty: 2642.364990
	Iteration 10Q: 3 clusters Score -299561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -299674.625000 Penalty: 2642.364990
	Iteration 11Q: 3 clusters Score -299674.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -299760.000000 Penalty: 2642.364990
	Iteration 12Q: 3 clusters Score -299760 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -299817.718750 Penalty: 2642.364990
	Iteration 13Q: 3 clusters Score -299817.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -299851.093750 Penalty: 2642.364990
	Iteration 14Q: 3 clusters Score -299851.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -299878.250000 Penalty: 2642.364990
	Iteration 15Q: 3 clusters Score -299878.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -299900.156250 Penalty: 2642.364990
	Iteration 16Q: 3 clusters Score -299900.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -299922.531250 Penalty: 2642.364990
	Iteration 17Q: 3 clusters Score -299922.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -299942.875000 Penalty: 2642.364990
	Iteration 18Q: 3 clusters Score -299942.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -299962.125000 Penalty: 2642.364990
	Iteration 19Q: 3 clusters Score -299962.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -299976.156250 Penalty: 2642.364990
	Iteration 20F: 3 clusters Score -299976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -299985.093750 Penalty: 2642.364990
	Iteration 21Q: 3 clusters Score -299985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -299991.312500 Penalty: 2642.364990
	Iteration 22Q: 3 clusters Score -299991.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -299995.281250 Penalty: 2642.364990
	Iteration 23Q: 3 clusters Score -299995.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -299998.562500 Penalty: 2642.364990
	Iteration 24Q: 3 clusters Score -299998.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -300000.468750 Penalty: 2642.364990
	Iteration 25Q: 3 clusters Score -300000.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -300001.531250 Penalty: 2642.364990
	Iteration 26Q: 3 clusters Score -300001.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -300002.875000 Penalty: 2642.364990
	Iteration 27Q: 3 clusters Score -300002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -300003.468750 Penalty: 2642.364990
	Iteration 28Q: 3 clusters Score -300003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -300004.500000 Penalty: 2642.364990
	Iteration 29Q: 3 clusters Score -300004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -300005.250000 Penalty: 2642.364990
	Iteration 30Q: 3 clusters Score -300005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -300005.500000 Penalty: 2642.364990
	Iteration 31Q: 3 clusters Score -300005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -300005.250000 Penalty: 2642.364990
	Iteration 32Q: 3 clusters Score -300005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -300006.531250 Penalty: 2642.364990
	Iteration 33Q: 3 clusters Score -300006.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -300008.250000 Penalty: 2642.364990
	Iteration 34Q: 3 clusters Score -300008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -300007.906250 Penalty: 2642.364990
	Iteration 35Q: 3 clusters Score -300007.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -300008.656250 Penalty: 2642.364990
	Iteration 36Q: 3 clusters Score -300008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -300008.656250 Penalty: 2642.364990
	Iteration 37F: 3 clusters Score -300008.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Entering Unmasked Estep 
Score: -1828518.625000 Penalty: 1611.615967
	Iteration 0F: 2 clusters Score -1828519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1814681.500000 Penalty: 3223.231934
	Iteration 0F: 3 clusters Score -1814682 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1819692.875000 Penalty: 3223.231934
	Iteration 1F: 3 clusters Score -1819693 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1820059.750000 Penalty: 3223.231934
	Iteration 2Q: 3 clusters Score -1820060 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1820455.750000 Penalty: 3223.231934
	Iteration 3Q: 3 clusters Score -1820456 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1820929.500000 Penalty: 3223.231934
	Iteration 4F: 3 clusters Score -1820930 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1821567.875000 Penalty: 3223.231934
	Iteration 5F: 3 clusters Score -1821568 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1822410.500000 Penalty: 3223.231934
	Iteration 6F: 3 clusters Score -1822410 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1823446.250000 Penalty: 3223.231934
	Iteration 7F: 3 clusters Score -1823446 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1824532.750000 Penalty: 3223.231934
	Iteration 8F: 3 clusters Score -1824533 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1825537.625000 Penalty: 3223.231934
	Iteration 9F: 3 clusters Score -1825538 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1826265.625000 Penalty: 3223.231934
	Iteration 10Q: 3 clusters Score -1826266 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1826725.125000 Penalty: 3223.231934
	Iteration 11Q: 3 clusters Score -1826725 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1827042.500000 Penalty: 3223.231934
	Iteration 12Q: 3 clusters Score -1827042 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1827240.250000 Penalty: 3223.231934
	Iteration 13Q: 3 clusters Score -1827240 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1827351.875000 Penalty: 3223.231934
	Iteration 14Q: 3 clusters Score -1827352 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1827425.250000 Penalty: 3223.231934
	Iteration 15Q: 3 clusters Score -1827425 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1827455.375000 Penalty: 3223.231934
	Iteration 16Q: 3 clusters Score -1827455 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1827485.500000 Penalty: 3223.231934
	Iteration 17Q: 3 clusters Score -1827486 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1827503.000000 Penalty: 3223.231934
	Iteration 18Q: 3 clusters Score -1827503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1827512.750000 Penalty: 3223.231934
	Iteration 19Q: 3 clusters Score -1827513 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1827531.500000 Penalty: 3223.231934
	Iteration 20F: 3 clusters Score -1827532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1827543.750000 Penalty: 3223.231934
	Iteration 21Q: 3 clusters Score -1827544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1827552.000000 Penalty: 3223.231934
	Iteration 22Q: 3 clusters Score -1827552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1827562.375000 Penalty: 3223.231934
	Iteration 23Q: 3 clusters Score -1827562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1827569.500000 Penalty: 3223.231934
	Iteration 24Q: 3 clusters Score -1827570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1827574.000000 Penalty: 3223.231934
	Iteration 25Q: 3 clusters Score -1827574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1827579.250000 Penalty: 3223.231934
	Iteration 26Q: 3 clusters Score -1827579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1827585.000000 Penalty: 3223.231934
	Iteration 27Q: 3 clusters Score -1827585 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1827598.875000 Penalty: 3223.231934
	Iteration 28Q: 3 clusters Score -1827599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1827605.250000 Penalty: 3223.231934
	Iteration 29Q: 3 clusters Score -1827605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1827612.125000 Penalty: 3223.231934
	Iteration 30Q: 3 clusters Score -1827612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1827614.750000 Penalty: 3223.231934
	Iteration 31Q: 3 clusters Score -1827615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1827619.375000 Penalty: 3223.231934
	Iteration 32Q: 3 clusters Score -1827619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1827621.750000 Penalty: 3223.231934
	Iteration 33Q: 3 clusters Score -1827622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1827625.375000 Penalty: 3223.231934
	Iteration 34Q: 3 clusters Score -1827625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1827625.125000 Penalty: 3223.231934
	Iteration 35Q: 3 clusters Score -1827625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1827627.375000 Penalty: 3223.231934
	Iteration 36Q: 3 clusters Score -1827627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1827627.875000 Penalty: 3223.231934
	Iteration 37Q: 3 clusters Score -1827628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1827629.625000 Penalty: 3223.231934
	Iteration 38Q: 3 clusters Score -1827630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1827629.375000 Penalty: 3223.231934
	Iteration 39Q: 3 clusters Score -1827629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1827628.500000 Penalty: 3223.231934
	Iteration 40F: 3 clusters Score -1827628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -216907.671875 Penalty: 1266.658813
	Iteration 0F: 2 clusters Score -216907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -214541.578125 Penalty: 2533.317627
	Iteration 0F: 3 clusters Score -214541.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -215070.234375 Penalty: 2533.317627
	Iteration 1F: 3 clusters Score -215070.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215183.390625 Penalty: 2533.317627
	Iteration 2F: 3 clusters Score -215183.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -215249.187500 Penalty: 2533.317627
	Iteration 3Q: 3 clusters Score -215249.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -215300.984375 Penalty: 2533.317627
	Iteration 4Q: 3 clusters Score -215301 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -215344.562500 Penalty: 2533.317627
	Iteration 5Q: 3 clusters Score -215344.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215380.000000 Penalty: 2533.317627
	Iteration 6Q: 3 clusters Score -215380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -215403.328125 Penalty: 2533.317627
	Iteration 7Q: 3 clusters Score -215403.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -215421.890625 Penalty: 2533.317627
	Iteration 8Q: 3 clusters Score -215421.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215431.171875 Penalty: 2533.317627
	Iteration 9Q: 3 clusters Score -215431.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -215435.437500 Penalty: 2533.317627
	Iteration 10Q: 3 clusters Score -215435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215439.843750 Penalty: 2533.317627
	Iteration 11Q: 3 clusters Score -215439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -215441.843750 Penalty: 2533.317627
	Iteration 12Q: 3 clusters Score -215441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215443.562500 Penalty: 2533.317627
	Iteration 13Q: 3 clusters Score -215443.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -215445.015625 Penalty: 2533.317627
	Iteration 14Q: 3 clusters Score -215445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215446.843750 Penalty: 2533.317627
	Iteration 15Q: 3 clusters Score -215446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -215448.234375 Penalty: 2533.317627
	Iteration 16Q: 3 clusters Score -215448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -215448.531250 Penalty: 2533.317627
	Iteration 17Q: 3 clusters Score -215448.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -215449.171875 Penalty: 2533.317627
	Iteration 18Q: 3 clusters Score -215449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -215449.171875 Penalty: 2533.317627
	Iteration 19F: 3 clusters Score -215449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Entering Unmasked Estep 
Score: -256880.750000 Penalty: 1297.253540
	Iteration 0F: 2 clusters Score -256880.8 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 1473 members 
Entering Unmasked Estep 
Score: -254213.437500 Penalty: 2594.507080
	Iteration 0F: 3 clusters Score -254213.4 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -255011.640625 Penalty: 2594.507080
	Iteration 1F: 3 clusters Score -255011.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -255279.609375 Penalty: 2594.507080
	Iteration 2F: 3 clusters Score -255279.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -255439.609375 Penalty: 2594.507080
	Iteration 3F: 3 clusters Score -255439.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255528.953125 Penalty: 2594.507080
	Iteration 4Q: 3 clusters Score -255529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -255578.031250 Penalty: 2594.507080
	Iteration 5Q: 3 clusters Score -255578 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -255612.812500 Penalty: 2594.507080
	Iteration 6Q: 3 clusters Score -255612.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255635.218750 Penalty: 2594.507080
	Iteration 7Q: 3 clusters Score -255635.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -255660.140625 Penalty: 2594.507080
	Iteration 8Q: 3 clusters Score -255660.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -255675.500000 Penalty: 2594.507080
	Iteration 9Q: 3 clusters Score -255675.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -255687.812500 Penalty: 2594.507080
	Iteration 10Q: 3 clusters Score -255687.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -255700.421875 Penalty: 2594.507080
	Iteration 11Q: 3 clusters Score -255700.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -255708.453125 Penalty: 2594.507080
	Iteration 12Q: 3 clusters Score -255708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -255715.515625 Penalty: 2594.507080
	Iteration 13Q: 3 clusters Score -255715.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -255719.468750 Penalty: 2594.507080
	Iteration 14Q: 3 clusters Score -255719.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255724.390625 Penalty: 2594.507080
	Iteration 15Q: 3 clusters Score -255724.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -255730.484375 Penalty: 2594.507080
	Iteration 16Q: 3 clusters Score -255730.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -255738.093750 Penalty: 2594.507080
	Iteration 17Q: 3 clusters Score -255738.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -255744.406250 Penalty: 2594.507080
	Iteration 18Q: 3 clusters Score -255744.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -255752.671875 Penalty: 2594.507080
	Iteration 19Q: 3 clusters Score -255752.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -255761.218750 Penalty: 2594.507080
	Iteration 20F: 3 clusters Score -255761.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -255768.828125 Penalty: 2594.507080
	Iteration 21Q: 3 clusters Score -255768.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -255773.218750 Penalty: 2594.507080
	Iteration 22Q: 3 clusters Score -255773.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -255776.531250 Penalty: 2594.507080
	Iteration 23Q: 3 clusters Score -255776.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -255778.687500 Penalty: 2594.507080
	Iteration 24Q: 3 clusters Score -255778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -255782.359375 Penalty: 2594.507080
	Iteration 25Q: 3 clusters Score -255782.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -255785.390625 Penalty: 2594.507080
	Iteration 26Q: 3 clusters Score -255785.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -255792.125000 Penalty: 2594.507080
	Iteration 27Q: 3 clusters Score -255792.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -255799.765625 Penalty: 2594.507080
	Iteration 28Q: 3 clusters Score -255799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -255810.109375 Penalty: 2594.507080
	Iteration 29Q: 3 clusters Score -255810.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -255825.109375 Penalty: 2594.507080
	Iteration 30Q: 3 clusters Score -255825.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -255836.078125 Penalty: 2594.507080
	Iteration 31Q: 3 clusters Score -255836.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -255849.359375 Penalty: 2594.507080
	Iteration 32Q: 3 clusters Score -255849.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -255860.296875 Penalty: 2594.507080
	Iteration 33Q: 3 clusters Score -255860.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -255867.671875 Penalty: 2594.507080
	Iteration 34Q: 3 clusters Score -255867.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -255873.906250 Penalty: 2594.507080
	Iteration 35Q: 3 clusters Score -255873.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -255878.765625 Penalty: 2594.507080
	Iteration 36Q: 3 clusters Score -255878.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -255880.890625 Penalty: 2594.507080
	Iteration 37Q: 3 clusters Score -255880.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -255885.859375 Penalty: 2594.507080
	Iteration 38Q: 3 clusters Score -255885.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -255889.765625 Penalty: 2594.507080
	Iteration 39Q: 3 clusters Score -255889.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -255894.250000 Penalty: 2594.507080
	Iteration 40F: 3 clusters Score -255894.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -255898.718750 Penalty: 2594.507080
	Iteration 41Q: 3 clusters Score -255898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -255903.156250 Penalty: 2594.507080
	Iteration 42Q: 3 clusters Score -255903.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -255906.875000 Penalty: 2594.507080
	Iteration 43Q: 3 clusters Score -255906.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -255913.296875 Penalty: 2594.507080
	Iteration 44Q: 3 clusters Score -255913.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -255917.609375 Penalty: 2594.507080
	Iteration 45Q: 3 clusters Score -255917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -255920.875000 Penalty: 2594.507080
	Iteration 46Q: 3 clusters Score -255920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -255924.453125 Penalty: 2594.507080
	Iteration 47Q: 3 clusters Score -255924.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -255929.359375 Penalty: 2594.507080
	Iteration 48Q: 3 clusters Score -255929.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -255933.312500 Penalty: 2594.507080
	Iteration 49Q: 3 clusters Score -255933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -255936.218750 Penalty: 2594.507080
	Iteration 50Q: 3 clusters Score -255936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -255938.843750 Penalty: 2594.507080
	Iteration 51Q: 3 clusters Score -255938.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -255943.500000 Penalty: 2594.507080
	Iteration 52Q: 3 clusters Score -255943.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -255947.437500 Penalty: 2594.507080
	Iteration 53Q: 3 clusters Score -255947.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -255950.171875 Penalty: 2594.507080
	Iteration 54Q: 3 clusters Score -255950.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -255956.859375 Penalty: 2594.507080
	Iteration 55Q: 3 clusters Score -255956.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -255963.187500 Penalty: 2594.507080
	Iteration 56Q: 3 clusters Score -255963.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -255967.359375 Penalty: 2594.507080
	Iteration 57Q: 3 clusters Score -255967.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -255970.390625 Penalty: 2594.507080
	Iteration 58Q: 3 clusters Score -255970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -255976.171875 Penalty: 2594.507080
	Iteration 59Q: 3 clusters Score -255976.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -255979.437500 Penalty: 2594.507080
	Iteration 60F: 3 clusters Score -255979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -255981.437500 Penalty: 2594.507080
	Iteration 61Q: 3 clusters Score -255981.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -255985.859375 Penalty: 2594.507080
	Iteration 62Q: 3 clusters Score -255985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -255989.890625 Penalty: 2594.507080
	Iteration 63Q: 3 clusters Score -255989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -255992.015625 Penalty: 2594.507080
	Iteration 64Q: 3 clusters Score -255992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -255993.593750 Penalty: 2594.507080
	Iteration 65Q: 3 clusters Score -255993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -255994.828125 Penalty: 2594.507080
	Iteration 66Q: 3 clusters Score -255994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -255997.921875 Penalty: 2594.507080
	Iteration 67Q: 3 clusters Score -255997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -256000.171875 Penalty: 2594.507080
	Iteration 68Q: 3 clusters Score -256000.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -256004.578125 Penalty: 2594.507080
	Iteration 69Q: 3 clusters Score -256004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -256009.843750 Penalty: 2594.507080
	Iteration 70Q: 3 clusters Score -256009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -256017.734375 Penalty: 2594.507080
	Iteration 71Q: 3 clusters Score -256017.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -256023.812500 Penalty: 2594.507080
	Iteration 72Q: 3 clusters Score -256023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -256031.828125 Penalty: 2594.507080
	Iteration 73Q: 3 clusters Score -256031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -256044.031250 Penalty: 2594.507080
	Iteration 74Q: 3 clusters Score -256044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -256058.796875 Penalty: 2594.507080
	Iteration 75Q: 3 clusters Score -256058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -256073.984375 Penalty: 2594.507080
	Iteration 76Q: 3 clusters Score -256074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -256094.171875 Penalty: 2594.507080
	Iteration 77Q: 3 clusters Score -256094.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -256116.984375 Penalty: 2594.507080
	Iteration 78Q: 3 clusters Score -256117 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -256159.062500 Penalty: 2594.507080
	Iteration 79Q: 3 clusters Score -256159.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -256187.250000 Penalty: 2594.507080
	Iteration 80F: 3 clusters Score -256187.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -256212.343750 Penalty: 2594.507080
	Iteration 81Q: 3 clusters Score -256212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -256225.984375 Penalty: 2594.507080
	Iteration 82Q: 3 clusters Score -256226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -256238.156250 Penalty: 2594.507080
	Iteration 83Q: 3 clusters Score -256238.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -256247.421875 Penalty: 2594.507080
	Iteration 84Q: 3 clusters Score -256247.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -256256.343750 Penalty: 2594.507080
	Iteration 85Q: 3 clusters Score -256256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -256260.171875 Penalty: 2594.507080
	Iteration 86Q: 3 clusters Score -256260.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -256261.343750 Penalty: 2594.507080
	Iteration 87Q: 3 clusters Score -256261.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -256262.234375 Penalty: 2594.507080
	Iteration 88Q: 3 clusters Score -256262.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -256263.328125 Penalty: 2594.507080
	Iteration 89Q: 3 clusters Score -256263.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -256266.406250 Penalty: 2594.507080
	Iteration 90Q: 3 clusters Score -256266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -256266.812500 Penalty: 2594.507080
	Iteration 91Q: 3 clusters Score -256266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -256266.781250 Penalty: 2594.507080
	Iteration 92Q: 3 clusters Score -256266.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -256267.656250 Penalty: 2594.507080
	Iteration 93Q: 3 clusters Score -256267.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -256267.656250 Penalty: 2594.507080
	Iteration 94F: 3 clusters Score -256267.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (28535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Entering Unmasked Estep 
Score: -2665315.750000 Penalty: 1667.068970
	Iteration 0F: 2 clusters Score -2665316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2646147.250000 Penalty: 3334.137939
	Iteration 0F: 3 clusters Score -2646147 nChanged 13070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2653554.500000 Penalty: 3334.137939
	Iteration 1F: 3 clusters Score -2653554 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2654049.250000 Penalty: 3334.137939
	Iteration 2Q: 3 clusters Score -2654049 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2654622.250000 Penalty: 3334.137939
	Iteration 3Q: 3 clusters Score -2654622 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2655265.500000 Penalty: 3334.137939
	Iteration 4Q: 3 clusters Score -2655266 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2656015.250000 Penalty: 3334.137939
	Iteration 5F: 3 clusters Score -2656015 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2656811.500000 Penalty: 3334.137939
	Iteration 6Q: 3 clusters Score -2656812 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2657692.500000 Penalty: 3334.137939
	Iteration 7F: 3 clusters Score -2657692 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -2658573.750000 Penalty: 3334.137939
	Iteration 8Q: 3 clusters Score -2658574 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -2659524.250000 Penalty: 3334.137939
	Iteration 9Q: 3 clusters Score -2659524 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2660384.250000 Penalty: 3334.137939
	Iteration 10Q: 3 clusters Score -2660384 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2661126.000000 Penalty: 3334.137939
	Iteration 11Q: 3 clusters Score -2661126 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2661798.750000 Penalty: 3334.137939
	Iteration 12Q: 3 clusters Score -2661799 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2662368.000000 Penalty: 3334.137939
	Iteration 13Q: 3 clusters Score -2662368 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2662837.500000 Penalty: 3334.137939
	Iteration 14Q: 3 clusters Score -2662838 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2663181.750000 Penalty: 3334.137939
	Iteration 15Q: 3 clusters Score -2663182 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2663412.750000 Penalty: 3334.137939
	Iteration 16Q: 3 clusters Score -2663413 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2663552.250000 Penalty: 3334.137939
	Iteration 17Q: 3 clusters Score -2663552 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2663652.500000 Penalty: 3334.137939
	Iteration 18Q: 3 clusters Score -2663652 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27952 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2663718.750000 Penalty: 3334.137939
	Iteration 19Q: 3 clusters Score -2663719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2663765.750000 Penalty: 3334.137939
	Iteration 20F: 3 clusters Score -2663766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -2663795.250000 Penalty: 3334.137939
	Iteration 21Q: 3 clusters Score -2663795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -2663818.500000 Penalty: 3334.137939
	Iteration 22Q: 3 clusters Score -2663818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2663836.250000 Penalty: 3334.137939
	Iteration 23Q: 3 clusters Score -2663836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2663847.250000 Penalty: 3334.137939
	Iteration 24Q: 3 clusters Score -2663847 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2663850.750000 Penalty: 3334.137939
	Iteration 25Q: 3 clusters Score -2663851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2663857.500000 Penalty: 3334.137939
	Iteration 26Q: 3 clusters Score -2663858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2663863.000000 Penalty: 3334.137939
	Iteration 27Q: 3 clusters Score -2663863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2663869.500000 Penalty: 3334.137939
	Iteration 28Q: 3 clusters Score -2663870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2663879.000000 Penalty: 3334.137939
	Iteration 29Q: 3 clusters Score -2663879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2663885.500000 Penalty: 3334.137939
	Iteration 30Q: 3 clusters Score -2663886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2663891.000000 Penalty: 3334.137939
	Iteration 31Q: 3 clusters Score -2663891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2663894.250000 Penalty: 3334.137939
	Iteration 32Q: 3 clusters Score -2663894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2663905.250000 Penalty: 3334.137939
	Iteration 33Q: 3 clusters Score -2663905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2663908.000000 Penalty: 3334.137939
	Iteration 34Q: 3 clusters Score -2663908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2663909.250000 Penalty: 3334.137939
	Iteration 35Q: 3 clusters Score -2663909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2663916.000000 Penalty: 3334.137939
	Iteration 36Q: 3 clusters Score -2663916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28180 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -2663915.000000 Penalty: 3334.137939
	Iteration 37Q: 3 clusters Score -2663915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2663914.750000 Penalty: 3334.137939
	Iteration 38Q: 3 clusters Score -2663915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2663919.000000 Penalty: 3334.137939
	Iteration 39Q: 3 clusters Score -2663919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2663918.750000 Penalty: 3334.137939
	Iteration 40F: 3 clusters Score -2663919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2663921.000000 Penalty: 3334.137939
	Iteration 41Q: 3 clusters Score -2663921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2663921.000000 Penalty: 3334.137939
	Iteration 42F: 3 clusters Score -2663921 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: -68679.453125 Penalty: 1093.012939
	Iteration 0F: 2 clusters Score -68679.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67357.531250 Penalty: 2186.025879
	Iteration 0F: 3 clusters Score -67357.53 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -67539.046875 Penalty: 2186.025879
	Iteration 1F: 3 clusters Score -67539.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -67582.687500 Penalty: 2186.025879
	Iteration 2F: 3 clusters Score -67582.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67620.039062 Penalty: 2186.025879
	Iteration 3Q: 3 clusters Score -67620.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -67654.734375 Penalty: 2186.025879
	Iteration 4Q: 3 clusters Score -67654.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67681.039062 Penalty: 2186.025879
	Iteration 5Q: 3 clusters Score -67681.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67699.296875 Penalty: 2186.025879
	Iteration 6Q: 3 clusters Score -67699.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -67712.265625 Penalty: 2186.025879
	Iteration 7Q: 3 clusters Score -67712.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -67718.226562 Penalty: 2186.025879
	Iteration 8Q: 3 clusters Score -67718.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -67724.148438 Penalty: 2186.025879
	Iteration 9Q: 3 clusters Score -67724.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67728.554688 Penalty: 2186.025879
	Iteration 10Q: 3 clusters Score -67728.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67730.609375 Penalty: 2186.025879
	Iteration 11Q: 3 clusters Score -67730.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -67730.609375 Penalty: 2186.025879
	Iteration 12F: 3 clusters Score -67730.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (34342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Entering Unmasked Estep 
Score: -3081946.500000 Penalty: 1697.170166
	Iteration 0F: 2 clusters Score -3081946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3058814.500000 Penalty: 3394.340332
	Iteration 0F: 3 clusters Score -3058814 nChanged 15938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -3067680.000000 Penalty: 3394.340332
	Iteration 1F: 3 clusters Score -3067680 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3068129.250000 Penalty: 3394.340332
	Iteration 2Q: 3 clusters Score -3068129 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3068607.250000 Penalty: 3394.340332
	Iteration 3Q: 3 clusters Score -3068607 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -3069145.250000 Penalty: 3394.340332
	Iteration 4Q: 3 clusters Score -3069145 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3069894.750000 Penalty: 3394.340332
	Iteration 5Q: 3 clusters Score -3069895 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -3070998.000000 Penalty: 3394.340332
	Iteration 6F: 3 clusters Score -3070998 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -3072585.250000 Penalty: 3394.340332
	Iteration 7F: 3 clusters Score -3072585 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3074608.000000 Penalty: 3394.340332
	Iteration 8F: 3 clusters Score -3074608 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3076654.250000 Penalty: 3394.340332
	Iteration 9F: 3 clusters Score -3076654 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3078301.250000 Penalty: 3394.340332
	Iteration 10F: 3 clusters Score -3078301 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -3079329.000000 Penalty: 3394.340332
	Iteration 11Q: 3 clusters Score -3079329 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -3079917.250000 Penalty: 3394.340332
	Iteration 12Q: 3 clusters Score -3079917 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -3080203.750000 Penalty: 3394.340332
	Iteration 13Q: 3 clusters Score -3080204 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -3080364.000000 Penalty: 3394.340332
	Iteration 14Q: 3 clusters Score -3080364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -3080476.000000 Penalty: 3394.340332
	Iteration 15Q: 3 clusters Score -3080476 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 33848 members 
Entering Unmasked Estep 
Score: -3080533.250000 Penalty: 3394.340332
	Iteration 16Q: 3 clusters Score -3080533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -3080563.750000 Penalty: 3394.340332
	Iteration 17Q: 3 clusters Score -3080564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -3080578.000000 Penalty: 3394.340332
	Iteration 18Q: 3 clusters Score -3080578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -3080584.250000 Penalty: 3394.340332
	Iteration 19Q: 3 clusters Score -3080584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -3080588.000000 Penalty: 3394.340332
	Iteration 20F: 3 clusters Score -3080588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -3080589.000000 Penalty: 3394.340332
	Iteration 21Q: 3 clusters Score -3080589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -3080595.000000 Penalty: 3394.340332
	Iteration 22Q: 3 clusters Score -3080595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -3080598.750000 Penalty: 3394.340332
	Iteration 23Q: 3 clusters Score -3080599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3080604.250000 Penalty: 3394.340332
	Iteration 24Q: 3 clusters Score -3080604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -3080606.000000 Penalty: 3394.340332
	Iteration 25Q: 3 clusters Score -3080606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3080609.250000 Penalty: 3394.340332
	Iteration 26Q: 3 clusters Score -3080609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -3080613.250000 Penalty: 3394.340332
	Iteration 27Q: 3 clusters Score -3080613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -3080613.000000 Penalty: 3394.340332
	Iteration 28Q: 3 clusters Score -3080613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -3080613.500000 Penalty: 3394.340332
	Iteration 29Q: 3 clusters Score -3080614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -3080615.000000 Penalty: 3394.340332
	Iteration 30Q: 3 clusters Score -3080615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -3080616.000000 Penalty: 3394.340332
	Iteration 31Q: 3 clusters Score -3080616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -3080614.750000 Penalty: 3394.340332
	Iteration 32Q: 3 clusters Score -3080615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3080615.750000 Penalty: 3394.340332
	Iteration 33Q: 3 clusters Score -3080616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -3080615.750000 Penalty: 3394.340332
	Iteration 34F: 3 clusters Score -3080616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (20343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Entering Unmasked Estep 
Score: -1822800.000000 Penalty: 1612.079956
	Iteration 0F: 2 clusters Score -1822800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1808868.500000 Penalty: 3224.159912
	Iteration 0F: 3 clusters Score -1808868 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1813987.375000 Penalty: 3224.159912
	Iteration 1F: 3 clusters Score -1813987 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1814383.375000 Penalty: 3224.159912
	Iteration 2F: 3 clusters Score -1814383 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -1814849.500000 Penalty: 3224.159912
	Iteration 3F: 3 clusters Score -1814850 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -1815458.375000 Penalty: 3224.159912
	Iteration 4F: 3 clusters Score -1815458 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1816293.625000 Penalty: 3224.159912
	Iteration 5F: 3 clusters Score -1816294 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1817357.000000 Penalty: 3224.159912
	Iteration 6F: 3 clusters Score -1817357 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -1818440.875000 Penalty: 3224.159912
	Iteration 7F: 3 clusters Score -1818441 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -1819443.750000 Penalty: 3224.159912
	Iteration 8F: 3 clusters Score -1819444 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -1820186.000000 Penalty: 3224.159912
	Iteration 9Q: 3 clusters Score -1820186 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1820644.250000 Penalty: 3224.159912
	Iteration 10Q: 3 clusters Score -1820644 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1820866.500000 Penalty: 3224.159912
	Iteration 11Q: 3 clusters Score -1820866 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1820973.875000 Penalty: 3224.159912
	Iteration 12Q: 3 clusters Score -1820974 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -1821034.250000 Penalty: 3224.159912
	Iteration 13Q: 3 clusters Score -1821034 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1821067.000000 Penalty: 3224.159912
	Iteration 14Q: 3 clusters Score -1821067 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -1821102.750000 Penalty: 3224.159912
	Iteration 15Q: 3 clusters Score -1821103 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1821117.000000 Penalty: 3224.159912
	Iteration 16Q: 3 clusters Score -1821117 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1821139.750000 Penalty: 3224.159912
	Iteration 17Q: 3 clusters Score -1821140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -1821153.750000 Penalty: 3224.159912
	Iteration 18Q: 3 clusters Score -1821154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -1821163.000000 Penalty: 3224.159912
	Iteration 19Q: 3 clusters Score -1821163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1821180.500000 Penalty: 3224.159912
	Iteration 20F: 3 clusters Score -1821180 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1821195.875000 Penalty: 3224.159912
	Iteration 21Q: 3 clusters Score -1821196 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -1821204.000000 Penalty: 3224.159912
	Iteration 22Q: 3 clusters Score -1821204 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1821220.500000 Penalty: 3224.159912
	Iteration 23Q: 3 clusters Score -1821220 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1821231.250000 Penalty: 3224.159912
	Iteration 24Q: 3 clusters Score -1821231 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1821240.750000 Penalty: 3224.159912
	Iteration 25Q: 3 clusters Score -1821241 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1821257.125000 Penalty: 3224.159912
	Iteration 26Q: 3 clusters Score -1821257 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -1821271.375000 Penalty: 3224.159912
	Iteration 27Q: 3 clusters Score -1821271 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -1821279.750000 Penalty: 3224.159912
	Iteration 28Q: 3 clusters Score -1821280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -1821292.625000 Penalty: 3224.159912
	Iteration 29Q: 3 clusters Score -1821293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1821299.500000 Penalty: 3224.159912
	Iteration 30Q: 3 clusters Score -1821300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1821305.750000 Penalty: 3224.159912
	Iteration 31Q: 3 clusters Score -1821306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -1821309.875000 Penalty: 3224.159912
	Iteration 32Q: 3 clusters Score -1821310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1821311.875000 Penalty: 3224.159912
	Iteration 33Q: 3 clusters Score -1821312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1821315.625000 Penalty: 3224.159912
	Iteration 34Q: 3 clusters Score -1821316 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -1821312.875000 Penalty: 3224.159912
	Iteration 35Q: 3 clusters Score -1821313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -1821318.375000 Penalty: 3224.159912
	Iteration 36Q: 3 clusters Score -1821318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -1821326.250000 Penalty: 3224.159912
	Iteration 37Q: 3 clusters Score -1821326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1821337.000000 Penalty: 3224.159912
	Iteration 38Q: 3 clusters Score -1821337 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -1821337.250000 Penalty: 3224.159912
	Iteration 39Q: 3 clusters Score -1821337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -1821338.000000 Penalty: 3224.159912
	Iteration 40F: 3 clusters Score -1821338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -1821347.625000 Penalty: 3224.159912
	Iteration 41Q: 3 clusters Score -1821348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1821355.125000 Penalty: 3224.159912
	Iteration 42Q: 3 clusters Score -1821355 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -1821359.125000 Penalty: 3224.159912
	Iteration 43Q: 3 clusters Score -1821359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1821360.250000 Penalty: 3224.159912
	Iteration 44Q: 3 clusters Score -1821360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -1821365.875000 Penalty: 3224.159912
	Iteration 45Q: 3 clusters Score -1821366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1821371.875000 Penalty: 3224.159912
	Iteration 46Q: 3 clusters Score -1821372 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -1821375.750000 Penalty: 3224.159912
	Iteration 47Q: 3 clusters Score -1821376 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -1821389.750000 Penalty: 3224.159912
	Iteration 48Q: 3 clusters Score -1821390 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -1821398.875000 Penalty: 3224.159912
	Iteration 49Q: 3 clusters Score -1821399 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -1821409.000000 Penalty: 3224.159912
	Iteration 50Q: 3 clusters Score -1821409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -1821414.750000 Penalty: 3224.159912
	Iteration 51Q: 3 clusters Score -1821415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1821417.875000 Penalty: 3224.159912
	Iteration 52Q: 3 clusters Score -1821418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1821425.125000 Penalty: 3224.159912
	Iteration 53Q: 3 clusters Score -1821425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1821425.875000 Penalty: 3224.159912
	Iteration 54Q: 3 clusters Score -1821426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -1821427.875000 Penalty: 3224.159912
	Iteration 55Q: 3 clusters Score -1821428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -1821429.125000 Penalty: 3224.159912
	Iteration 56Q: 3 clusters Score -1821429 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1821432.000000 Penalty: 3224.159912
	Iteration 57Q: 3 clusters Score -1821432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1821434.500000 Penalty: 3224.159912
	Iteration 58Q: 3 clusters Score -1821434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -1821442.250000 Penalty: 3224.159912
	Iteration 59Q: 3 clusters Score -1821442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -1821449.875000 Penalty: 3224.159912
	Iteration 60F: 3 clusters Score -1821450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1821450.250000 Penalty: 3224.159912
	Iteration 61Q: 3 clusters Score -1821450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -1821455.500000 Penalty: 3224.159912
	Iteration 62Q: 3 clusters Score -1821456 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1821463.375000 Penalty: 3224.159912
	Iteration 63Q: 3 clusters Score -1821463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -1821465.750000 Penalty: 3224.159912
	Iteration 64Q: 3 clusters Score -1821466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1821475.000000 Penalty: 3224.159912
	Iteration 65Q: 3 clusters Score -1821475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1821484.500000 Penalty: 3224.159912
	Iteration 66Q: 3 clusters Score -1821484 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -1821484.750000 Penalty: 3224.159912
	Iteration 67Q: 3 clusters Score -1821485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -1821492.625000 Penalty: 3224.159912
	Iteration 68Q: 3 clusters Score -1821493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -1821501.125000 Penalty: 3224.159912
	Iteration 69Q: 3 clusters Score -1821501 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -1821505.875000 Penalty: 3224.159912
	Iteration 70Q: 3 clusters Score -1821506 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1821508.500000 Penalty: 3224.159912
	Iteration 71Q: 3 clusters Score -1821508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -1821512.375000 Penalty: 3224.159912
	Iteration 72Q: 3 clusters Score -1821512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -1821515.000000 Penalty: 3224.159912
	Iteration 73Q: 3 clusters Score -1821515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -1821516.375000 Penalty: 3224.159912
	Iteration 74Q: 3 clusters Score -1821516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1821516.000000 Penalty: 3224.159912
	Iteration 75Q: 3 clusters Score -1821516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -1821515.875000 Penalty: 3224.159912
	Iteration 76Q: 3 clusters Score -1821516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -1821520.875000 Penalty: 3224.159912
	Iteration 77Q: 3 clusters Score -1821521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -1821518.000000 Penalty: 3224.159912
	Iteration 78Q: 3 clusters Score -1821518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1821519.000000 Penalty: 3224.159912
	Iteration 79Q: 3 clusters Score -1821519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1821518.500000 Penalty: 3224.159912
	Iteration 80F: 3 clusters Score -1821518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -1821519.750000 Penalty: 3224.159912
	Iteration 81Q: 3 clusters Score -1821520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -1821519.625000 Penalty: 3224.159912
	Iteration 82Q: 3 clusters Score -1821520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -1821520.250000 Penalty: 3224.159912
	Iteration 83Q: 3 clusters Score -1821520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -1821524.125000 Penalty: 3224.159912
	Iteration 84Q: 3 clusters Score -1821524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -1821524.500000 Penalty: 3224.159912
	Iteration 85Q: 3 clusters Score -1821524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -1821525.375000 Penalty: 3224.159912
	Iteration 86Q: 3 clusters Score -1821525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1821521.250000 Penalty: 3224.159912
	Iteration 87Q: 3 clusters Score -1821521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1821526.000000 Penalty: 3224.159912
	Iteration 88Q: 3 clusters Score -1821526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -1821526.125000 Penalty: 3224.159912
	Iteration 89Q: 3 clusters Score -1821526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1821525.375000 Penalty: 3224.159912
	Iteration 90Q: 3 clusters Score -1821525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1821527.875000 Penalty: 3224.159912
	Iteration 91Q: 3 clusters Score -1821528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -1821525.625000 Penalty: 3224.159912
	Iteration 92Q: 3 clusters Score -1821526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -1821525.500000 Penalty: 3224.159912
	Iteration 93Q: 3 clusters Score -1821526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1821524.500000 Penalty: 3224.159912
	Iteration 94Q: 3 clusters Score -1821524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -1821524.500000 Penalty: 3224.159912
	Iteration 95F: 3 clusters Score -1821524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (11740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Entering Unmasked Estep 
Score: -1035259.062500 Penalty: 1522.748047
	Iteration 0F: 2 clusters Score -1035259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1026995.312500 Penalty: 3045.496094
	Iteration 0F: 3 clusters Score -1026995 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1029696.562500 Penalty: 3045.496094
	Iteration 1F: 3 clusters Score -1029697 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1030007.000000 Penalty: 3045.496094
	Iteration 2F: 3 clusters Score -1030007 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1030311.750000 Penalty: 3045.496094
	Iteration 3F: 3 clusters Score -1030312 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1030623.875000 Penalty: 3045.496094
	Iteration 4F: 3 clusters Score -1030624 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1030947.500000 Penalty: 3045.496094
	Iteration 5F: 3 clusters Score -1030948 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1031266.312500 Penalty: 3045.496094
	Iteration 6F: 3 clusters Score -1031266 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1031592.000000 Penalty: 3045.496094
	Iteration 7Q: 3 clusters Score -1031592 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1031933.875000 Penalty: 3045.496094
	Iteration 8Q: 3 clusters Score -1031934 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1032244.125000 Penalty: 3045.496094
	Iteration 9Q: 3 clusters Score -1032244 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1032516.187500 Penalty: 3045.496094
	Iteration 10Q: 3 clusters Score -1032516 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1032759.312500 Penalty: 3045.496094
	Iteration 11Q: 3 clusters Score -1032759 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1032964.687500 Penalty: 3045.496094
	Iteration 12Q: 3 clusters Score -1032965 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1033170.375000 Penalty: 3045.496094
	Iteration 13Q: 3 clusters Score -1033170 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1033367.625000 Penalty: 3045.496094
	Iteration 14Q: 3 clusters Score -1033368 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1033576.875000 Penalty: 3045.496094
	Iteration 15Q: 3 clusters Score -1033577 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1033795.500000 Penalty: 3045.496094
	Iteration 16Q: 3 clusters Score -1033796 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1034007.000000 Penalty: 3045.496094
	Iteration 17Q: 3 clusters Score -1034007 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1034177.437500 Penalty: 3045.496094
	Iteration 18Q: 3 clusters Score -1034177 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1034324.687500 Penalty: 3045.496094
	Iteration 19Q: 3 clusters Score -1034325 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1034447.937500 Penalty: 3045.496094
	Iteration 20F: 3 clusters Score -1034448 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1034555.562500 Penalty: 3045.496094
	Iteration 21Q: 3 clusters Score -1034556 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1034647.687500 Penalty: 3045.496094
	Iteration 22Q: 3 clusters Score -1034648 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -1034707.062500 Penalty: 3045.496094
	Iteration 23Q: 3 clusters Score -1034707 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1034759.375000 Penalty: 3045.496094
	Iteration 24Q: 3 clusters Score -1034759 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1034799.812500 Penalty: 3045.496094
	Iteration 25Q: 3 clusters Score -1034800 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1034832.875000 Penalty: 3045.496094
	Iteration 26Q: 3 clusters Score -1034833 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1034859.500000 Penalty: 3045.496094
	Iteration 27Q: 3 clusters Score -1034860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1034878.375000 Penalty: 3045.496094
	Iteration 28Q: 3 clusters Score -1034878 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1034894.812500 Penalty: 3045.496094
	Iteration 29Q: 3 clusters Score -1034895 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1034901.937500 Penalty: 3045.496094
	Iteration 30Q: 3 clusters Score -1034902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1034913.125000 Penalty: 3045.496094
	Iteration 31Q: 3 clusters Score -1034913 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1034920.500000 Penalty: 3045.496094
	Iteration 32Q: 3 clusters Score -1034920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1034925.500000 Penalty: 3045.496094
	Iteration 33Q: 3 clusters Score -1034926 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1034934.250000 Penalty: 3045.496094
	Iteration 34Q: 3 clusters Score -1034934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1034937.875000 Penalty: 3045.496094
	Iteration 35Q: 3 clusters Score -1034938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1034939.812500 Penalty: 3045.496094
	Iteration 36Q: 3 clusters Score -1034940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1034941.562500 Penalty: 3045.496094
	Iteration 37Q: 3 clusters Score -1034942 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1034942.000000 Penalty: 3045.496094
	Iteration 38Q: 3 clusters Score -1034942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1034940.750000 Penalty: 3045.496094
	Iteration 39Q: 3 clusters Score -1034941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1034945.875000 Penalty: 3045.496094
	Iteration 40F: 3 clusters Score -1034946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1034947.812500 Penalty: 3045.496094
	Iteration 41Q: 3 clusters Score -1034948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1034949.187500 Penalty: 3045.496094
	Iteration 42Q: 3 clusters Score -1034949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1034948.812500 Penalty: 3045.496094
	Iteration 43Q: 3 clusters Score -1034949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1034950.312500 Penalty: 3045.496094
	Iteration 44Q: 3 clusters Score -1034950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1034952.500000 Penalty: 3045.496094
	Iteration 45Q: 3 clusters Score -1034952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1034951.812500 Penalty: 3045.496094
	Iteration 46Q: 3 clusters Score -1034952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1034953.437500 Penalty: 3045.496094
	Iteration 47Q: 3 clusters Score -1034953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1034952.562500 Penalty: 3045.496094
	Iteration 48Q: 3 clusters Score -1034953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1034952.812500 Penalty: 3045.496094
	Iteration 49Q: 3 clusters Score -1034953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1034954.187500 Penalty: 3045.496094
	Iteration 50Q: 3 clusters Score -1034954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1034953.375000 Penalty: 3045.496094
	Iteration 51Q: 3 clusters Score -1034953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1034953.937500 Penalty: 3045.496094
	Iteration 52Q: 3 clusters Score -1034954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1034955.312500 Penalty: 3045.496094
	Iteration 53Q: 3 clusters Score -1034955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1034954.937500 Penalty: 3045.496094
	Iteration 54Q: 3 clusters Score -1034955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1034954.125000 Penalty: 3045.496094
	Iteration 55Q: 3 clusters Score -1034954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1034953.812500 Penalty: 3045.496094
	Iteration 56Q: 3 clusters Score -1034954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1034953.812500 Penalty: 3045.496094
	Iteration 57F: 3 clusters Score -1034954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Entering Unmasked Estep 
Score: -302958.875000 Penalty: 1338.418335
	Iteration 0F: 2 clusters Score -302958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -299764.812500 Penalty: 2676.836670
	Iteration 0F: 3 clusters Score -299764.8 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -300670.375000 Penalty: 2676.836670
	Iteration 1F: 3 clusters Score -300670.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300907.406250 Penalty: 2676.836670
	Iteration 2F: 3 clusters Score -300907.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -301114.375000 Penalty: 2676.836670
	Iteration 3F: 3 clusters Score -301114.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -301292.500000 Penalty: 2676.836670
	Iteration 4F: 3 clusters Score -301292.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -301433.250000 Penalty: 2676.836670
	Iteration 5F: 3 clusters Score -301433.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -301549.968750 Penalty: 2676.836670
	Iteration 6Q: 3 clusters Score -301550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -301636.125000 Penalty: 2676.836670
	Iteration 7Q: 3 clusters Score -301636.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -301701.687500 Penalty: 2676.836670
	Iteration 8Q: 3 clusters Score -301701.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -301751.531250 Penalty: 2676.836670
	Iteration 9Q: 3 clusters Score -301751.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -301775.468750 Penalty: 2676.836670
	Iteration 10Q: 3 clusters Score -301775.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -301799.500000 Penalty: 2676.836670
	Iteration 11Q: 3 clusters Score -301799.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -301813.156250 Penalty: 2676.836670
	Iteration 12Q: 3 clusters Score -301813.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -301823.375000 Penalty: 2676.836670
	Iteration 13Q: 3 clusters Score -301823.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -301834.000000 Penalty: 2676.836670
	Iteration 14Q: 3 clusters Score -301834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301845.968750 Penalty: 2676.836670
	Iteration 15Q: 3 clusters Score -301846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -301852.750000 Penalty: 2676.836670
	Iteration 16Q: 3 clusters Score -301852.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -301857.718750 Penalty: 2676.836670
	Iteration 17Q: 3 clusters Score -301857.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -301864.187500 Penalty: 2676.836670
	Iteration 18Q: 3 clusters Score -301864.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -301868.562500 Penalty: 2676.836670
	Iteration 19Q: 3 clusters Score -301868.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -301871.062500 Penalty: 2676.836670
	Iteration 20F: 3 clusters Score -301871.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -301872.437500 Penalty: 2676.836670
	Iteration 21Q: 3 clusters Score -301872.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -301873.281250 Penalty: 2676.836670
	Iteration 22Q: 3 clusters Score -301873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -301874.937500 Penalty: 2676.836670
	Iteration 23Q: 3 clusters Score -301874.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -301876.593750 Penalty: 2676.836670
	Iteration 24Q: 3 clusters Score -301876.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -301877.312500 Penalty: 2676.836670
	Iteration 25Q: 3 clusters Score -301877.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -301878.218750 Penalty: 2676.836670
	Iteration 26Q: 3 clusters Score -301878.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -301878.125000 Penalty: 2676.836670
	Iteration 27Q: 3 clusters Score -301878.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -301878.125000 Penalty: 2676.836670
	Iteration 28F: 3 clusters Score -301878.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -282870.656250 Penalty: 1314.441284
	Iteration 0F: 2 clusters Score -282870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -280065.875000 Penalty: 2628.882568
	Iteration 0F: 3 clusters Score -280065.9 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -280856.437500 Penalty: 2628.882568
	Iteration 1F: 3 clusters Score -280856.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -281089.718750 Penalty: 2628.882568
	Iteration 2F: 3 clusters Score -281089.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -281278.625000 Penalty: 2628.882568
	Iteration 3F: 3 clusters Score -281278.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -281423.531250 Penalty: 2628.882568
	Iteration 4F: 3 clusters Score -281423.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -281530.312500 Penalty: 2628.882568
	Iteration 5Q: 3 clusters Score -281530.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -281608.062500 Penalty: 2628.882568
	Iteration 6Q: 3 clusters Score -281608.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -281664.375000 Penalty: 2628.882568
	Iteration 7Q: 3 clusters Score -281664.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -281702.718750 Penalty: 2628.882568
	Iteration 8Q: 3 clusters Score -281702.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -281735.281250 Penalty: 2628.882568
	Iteration 9Q: 3 clusters Score -281735.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -281762.000000 Penalty: 2628.882568
	Iteration 10Q: 3 clusters Score -281762 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -281786.656250 Penalty: 2628.882568
	Iteration 11Q: 3 clusters Score -281786.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -281809.937500 Penalty: 2628.882568
	Iteration 12Q: 3 clusters Score -281809.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -281838.031250 Penalty: 2628.882568
	Iteration 13Q: 3 clusters Score -281838 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -281881.218750 Penalty: 2628.882568
	Iteration 14Q: 3 clusters Score -281881.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -281911.343750 Penalty: 2628.882568
	Iteration 15Q: 3 clusters Score -281911.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -281937.375000 Penalty: 2628.882568
	Iteration 16Q: 3 clusters Score -281937.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -281954.468750 Penalty: 2628.882568
	Iteration 17Q: 3 clusters Score -281954.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -281962.031250 Penalty: 2628.882568
	Iteration 18Q: 3 clusters Score -281962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -281968.625000 Penalty: 2628.882568
	Iteration 19Q: 3 clusters Score -281968.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -281972.625000 Penalty: 2628.882568
	Iteration 20F: 3 clusters Score -281972.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -281974.375000 Penalty: 2628.882568
	Iteration 21Q: 3 clusters Score -281974.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -281975.843750 Penalty: 2628.882568
	Iteration 22Q: 3 clusters Score -281975.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -281978.031250 Penalty: 2628.882568
	Iteration 23Q: 3 clusters Score -281978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -281980.062500 Penalty: 2628.882568
	Iteration 24Q: 3 clusters Score -281980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -281982.562500 Penalty: 2628.882568
	Iteration 25Q: 3 clusters Score -281982.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -281985.812500 Penalty: 2628.882568
	Iteration 26Q: 3 clusters Score -281985.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -281987.843750 Penalty: 2628.882568
	Iteration 27Q: 3 clusters Score -281987.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -281989.593750 Penalty: 2628.882568
	Iteration 28Q: 3 clusters Score -281989.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -281992.281250 Penalty: 2628.882568
	Iteration 29Q: 3 clusters Score -281992.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -281994.656250 Penalty: 2628.882568
	Iteration 30Q: 3 clusters Score -281994.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -281996.687500 Penalty: 2628.882568
	Iteration 31Q: 3 clusters Score -281996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -281998.375000 Penalty: 2628.882568
	Iteration 32Q: 3 clusters Score -281998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -281998.375000 Penalty: 2628.882568
	Iteration 33Q: 3 clusters Score -281998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -281998.750000 Penalty: 2628.882568
	Iteration 34Q: 3 clusters Score -281998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -281999.218750 Penalty: 2628.882568
	Iteration 35Q: 3 clusters Score -281999.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -281999.500000 Penalty: 2628.882568
	Iteration 36Q: 3 clusters Score -281999.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -282000.437500 Penalty: 2628.882568
	Iteration 37Q: 3 clusters Score -282000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -282002.281250 Penalty: 2628.882568
	Iteration 38Q: 3 clusters Score -282002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282003.343750 Penalty: 2628.882568
	Iteration 39Q: 3 clusters Score -282003.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282003.500000 Penalty: 2628.882568
	Iteration 40F: 3 clusters Score -282003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282004.625000 Penalty: 2628.882568
	Iteration 41Q: 3 clusters Score -282004.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -282004.875000 Penalty: 2628.882568
	Iteration 42Q: 3 clusters Score -282004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -282005.968750 Penalty: 2628.882568
	Iteration 43Q: 3 clusters Score -282006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -282005.968750 Penalty: 2628.882568
	Iteration 44F: 3 clusters Score -282006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Entering Unmasked Estep 
Score: -249639.046875 Penalty: 1288.541504
	Iteration 0F: 2 clusters Score -249639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -247054.906250 Penalty: 2577.083008
	Iteration 0F: 3 clusters Score -247054.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -247735.015625 Penalty: 2577.083008
	Iteration 1F: 3 clusters Score -247735 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -248032.531250 Penalty: 2577.083008
	Iteration 2F: 3 clusters Score -248032.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248334.281250 Penalty: 2577.083008
	Iteration 3F: 3 clusters Score -248334.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -248617.406250 Penalty: 2577.083008
	Iteration 4F: 3 clusters Score -248617.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -248873.578125 Penalty: 2577.083008
	Iteration 5F: 3 clusters Score -248873.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -249065.437500 Penalty: 2577.083008
	Iteration 6F: 3 clusters Score -249065.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249180.859375 Penalty: 2577.083008
	Iteration 7Q: 3 clusters Score -249180.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249229.968750 Penalty: 2577.083008
	Iteration 8Q: 3 clusters Score -249230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249253.906250 Penalty: 2577.083008
	Iteration 9Q: 3 clusters Score -249253.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -249264.390625 Penalty: 2577.083008
	Iteration 10Q: 3 clusters Score -249264.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -249276.203125 Penalty: 2577.083008
	Iteration 11Q: 3 clusters Score -249276.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249284.843750 Penalty: 2577.083008
	Iteration 12Q: 3 clusters Score -249284.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -249290.046875 Penalty: 2577.083008
	Iteration 13Q: 3 clusters Score -249290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -249297.031250 Penalty: 2577.083008
	Iteration 14Q: 3 clusters Score -249297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -249299.421875 Penalty: 2577.083008
	Iteration 15Q: 3 clusters Score -249299.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -249301.000000 Penalty: 2577.083008
	Iteration 16Q: 3 clusters Score -249301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -249303.859375 Penalty: 2577.083008
	Iteration 17Q: 3 clusters Score -249303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -249305.078125 Penalty: 2577.083008
	Iteration 18Q: 3 clusters Score -249305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -249306.328125 Penalty: 2577.083008
	Iteration 19Q: 3 clusters Score -249306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -249307.312500 Penalty: 2577.083008
	Iteration 20F: 3 clusters Score -249307.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -249308.281250 Penalty: 2577.083008
	Iteration 21Q: 3 clusters Score -249308.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249308.671875 Penalty: 2577.083008
	Iteration 22Q: 3 clusters Score -249308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -249308.875000 Penalty: 2577.083008
	Iteration 23Q: 3 clusters Score -249308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -249308.875000 Penalty: 2577.083008
	Iteration 24F: 3 clusters Score -249308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Entering Unmasked Estep 
Score: -1032469.875000 Penalty: 1521.650879
	Iteration 0F: 2 clusters Score -1032470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1024243.937500 Penalty: 3043.301758
	Iteration 0F: 3 clusters Score -1024244 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1027024.500000 Penalty: 3043.301758
	Iteration 1F: 3 clusters Score -1027024 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1027454.312500 Penalty: 3043.301758
	Iteration 2F: 3 clusters Score -1027454 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1027892.250000 Penalty: 3043.301758
	Iteration 3F: 3 clusters Score -1027892 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1028382.812500 Penalty: 3043.301758
	Iteration 4F: 3 clusters Score -1028383 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1028921.750000 Penalty: 3043.301758
	Iteration 5F: 3 clusters Score -1028922 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1029435.312500 Penalty: 3043.301758
	Iteration 6F: 3 clusters Score -1029435 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1029840.875000 Penalty: 3043.301758
	Iteration 7F: 3 clusters Score -1029841 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1030159.375000 Penalty: 3043.301758
	Iteration 8Q: 3 clusters Score -1030159 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1030450.500000 Penalty: 3043.301758
	Iteration 9Q: 3 clusters Score -1030450 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1030662.875000 Penalty: 3043.301758
	Iteration 10Q: 3 clusters Score -1030663 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1030819.125000 Penalty: 3043.301758
	Iteration 11Q: 3 clusters Score -1030819 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1030924.187500 Penalty: 3043.301758
	Iteration 12Q: 3 clusters Score -1030924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1030992.187500 Penalty: 3043.301758
	Iteration 13Q: 3 clusters Score -1030992 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1031060.125000 Penalty: 3043.301758
	Iteration 14Q: 3 clusters Score -1031060 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1031119.875000 Penalty: 3043.301758
	Iteration 15Q: 3 clusters Score -1031120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1031172.187500 Penalty: 3043.301758
	Iteration 16Q: 3 clusters Score -1031172 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1031217.125000 Penalty: 3043.301758
	Iteration 17Q: 3 clusters Score -1031217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1031244.937500 Penalty: 3043.301758
	Iteration 18Q: 3 clusters Score -1031245 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1031268.500000 Penalty: 3043.301758
	Iteration 19Q: 3 clusters Score -1031268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1031288.875000 Penalty: 3043.301758
	Iteration 20F: 3 clusters Score -1031289 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1031311.500000 Penalty: 3043.301758
	Iteration 21Q: 3 clusters Score -1031312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1031334.500000 Penalty: 3043.301758
	Iteration 22Q: 3 clusters Score -1031334 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1031352.875000 Penalty: 3043.301758
	Iteration 23Q: 3 clusters Score -1031353 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1031373.625000 Penalty: 3043.301758
	Iteration 24Q: 3 clusters Score -1031374 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1031391.500000 Penalty: 3043.301758
	Iteration 25Q: 3 clusters Score -1031392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1031406.062500 Penalty: 3043.301758
	Iteration 26Q: 3 clusters Score -1031406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1031413.687500 Penalty: 3043.301758
	Iteration 27Q: 3 clusters Score -1031414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1031423.187500 Penalty: 3043.301758
	Iteration 28Q: 3 clusters Score -1031423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1031432.437500 Penalty: 3043.301758
	Iteration 29Q: 3 clusters Score -1031432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1031443.125000 Penalty: 3043.301758
	Iteration 30Q: 3 clusters Score -1031443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1031450.937500 Penalty: 3043.301758
	Iteration 31Q: 3 clusters Score -1031451 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1031462.375000 Penalty: 3043.301758
	Iteration 32Q: 3 clusters Score -1031462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1031469.437500 Penalty: 3043.301758
	Iteration 33Q: 3 clusters Score -1031469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1031477.125000 Penalty: 3043.301758
	Iteration 34Q: 3 clusters Score -1031477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1031487.250000 Penalty: 3043.301758
	Iteration 35Q: 3 clusters Score -1031487 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1031499.562500 Penalty: 3043.301758
	Iteration 36Q: 3 clusters Score -1031500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -1031514.312500 Penalty: 3043.301758
	Iteration 37Q: 3 clusters Score -1031514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1031522.500000 Penalty: 3043.301758
	Iteration 38Q: 3 clusters Score -1031522 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1031534.000000 Penalty: 3043.301758
	Iteration 39Q: 3 clusters Score -1031534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1031543.437500 Penalty: 3043.301758
	Iteration 40F: 3 clusters Score -1031543 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -1031551.250000 Penalty: 3043.301758
	Iteration 41Q: 3 clusters Score -1031551 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1031569.625000 Penalty: 3043.301758
	Iteration 42Q: 3 clusters Score -1031570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1031584.000000 Penalty: 3043.301758
	Iteration 43Q: 3 clusters Score -1031584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1031599.687500 Penalty: 3043.301758
	Iteration 44Q: 3 clusters Score -1031600 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1031614.437500 Penalty: 3043.301758
	Iteration 45Q: 3 clusters Score -1031614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1031619.312500 Penalty: 3043.301758
	Iteration 46Q: 3 clusters Score -1031619 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1031626.750000 Penalty: 3043.301758
	Iteration 47Q: 3 clusters Score -1031627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1031634.500000 Penalty: 3043.301758
	Iteration 48Q: 3 clusters Score -1031634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1031647.000000 Penalty: 3043.301758
	Iteration 49Q: 3 clusters Score -1031647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1031657.875000 Penalty: 3043.301758
	Iteration 50Q: 3 clusters Score -1031658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1031666.937500 Penalty: 3043.301758
	Iteration 51Q: 3 clusters Score -1031667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1031672.562500 Penalty: 3043.301758
	Iteration 52Q: 3 clusters Score -1031673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1031679.625000 Penalty: 3043.301758
	Iteration 53Q: 3 clusters Score -1031680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1031687.750000 Penalty: 3043.301758
	Iteration 54Q: 3 clusters Score -1031688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1031690.937500 Penalty: 3043.301758
	Iteration 55Q: 3 clusters Score -1031691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1031700.937500 Penalty: 3043.301758
	Iteration 56Q: 3 clusters Score -1031701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1031706.312500 Penalty: 3043.301758
	Iteration 57Q: 3 clusters Score -1031706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1031711.062500 Penalty: 3043.301758
	Iteration 58Q: 3 clusters Score -1031711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1031717.687500 Penalty: 3043.301758
	Iteration 59Q: 3 clusters Score -1031718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1031722.937500 Penalty: 3043.301758
	Iteration 60F: 3 clusters Score -1031723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1031725.750000 Penalty: 3043.301758
	Iteration 61Q: 3 clusters Score -1031726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -1031729.000000 Penalty: 3043.301758
	Iteration 62Q: 3 clusters Score -1031729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1031730.000000 Penalty: 3043.301758
	Iteration 63Q: 3 clusters Score -1031730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1031730.375000 Penalty: 3043.301758
	Iteration 64Q: 3 clusters Score -1031730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1031732.437500 Penalty: 3043.301758
	Iteration 65Q: 3 clusters Score -1031732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -1031735.562500 Penalty: 3043.301758
	Iteration 66Q: 3 clusters Score -1031736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1031735.562500 Penalty: 3043.301758
	Iteration 67Q: 3 clusters Score -1031736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1031737.187500 Penalty: 3043.301758
	Iteration 68Q: 3 clusters Score -1031737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1031737.562500 Penalty: 3043.301758
	Iteration 69Q: 3 clusters Score -1031738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1031738.187500 Penalty: 3043.301758
	Iteration 70Q: 3 clusters Score -1031738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1031738.312500 Penalty: 3043.301758
	Iteration 71Q: 3 clusters Score -1031738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1031741.062500 Penalty: 3043.301758
	Iteration 72Q: 3 clusters Score -1031741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1031744.562500 Penalty: 3043.301758
	Iteration 73Q: 3 clusters Score -1031745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1031744.562500 Penalty: 3043.301758
	Iteration 74Q: 3 clusters Score -1031745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1031746.562500 Penalty: 3043.301758
	Iteration 75Q: 3 clusters Score -1031747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1031747.937500 Penalty: 3043.301758
	Iteration 76Q: 3 clusters Score -1031748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1031750.687500 Penalty: 3043.301758
	Iteration 77Q: 3 clusters Score -1031751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1031750.562500 Penalty: 3043.301758
	Iteration 78Q: 3 clusters Score -1031751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1031749.187500 Penalty: 3043.301758
	Iteration 79Q: 3 clusters Score -1031749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1031749.750000 Penalty: 3043.301758
	Iteration 80F: 3 clusters Score -1031750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1031751.562500 Penalty: 3043.301758
	Iteration 81Q: 3 clusters Score -1031752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1031751.625000 Penalty: 3043.301758
	Iteration 82Q: 3 clusters Score -1031752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1031754.937500 Penalty: 3043.301758
	Iteration 83Q: 3 clusters Score -1031755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1031758.312500 Penalty: 3043.301758
	Iteration 84Q: 3 clusters Score -1031758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1031763.687500 Penalty: 3043.301758
	Iteration 85Q: 3 clusters Score -1031764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1031765.812500 Penalty: 3043.301758
	Iteration 86Q: 3 clusters Score -1031766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1031768.750000 Penalty: 3043.301758
	Iteration 87Q: 3 clusters Score -1031769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1031771.187500 Penalty: 3043.301758
	Iteration 88Q: 3 clusters Score -1031771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -1031771.125000 Penalty: 3043.301758
	Iteration 89Q: 3 clusters Score -1031771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1031775.875000 Penalty: 3043.301758
	Iteration 90Q: 3 clusters Score -1031776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1031777.125000 Penalty: 3043.301758
	Iteration 91Q: 3 clusters Score -1031777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -1031776.750000 Penalty: 3043.301758
	Iteration 92Q: 3 clusters Score -1031777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1031778.937500 Penalty: 3043.301758
	Iteration 93Q: 3 clusters Score -1031779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1031779.062500 Penalty: 3043.301758
	Iteration 94Q: 3 clusters Score -1031779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1031781.937500 Penalty: 3043.301758
	Iteration 95Q: 3 clusters Score -1031782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1031781.937500 Penalty: 3043.301758
	Iteration 96Q: 3 clusters Score -1031782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1031782.062500 Penalty: 3043.301758
	Iteration 97Q: 3 clusters Score -1031782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1031780.375000 Penalty: 3043.301758
	Iteration 98Q: 3 clusters Score -1031780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1031781.125000 Penalty: 3043.301758
	Iteration 99Q: 3 clusters Score -1031781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1031782.375000 Penalty: 3043.301758
	Iteration 100F: 3 clusters Score -1031782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1031784.750000 Penalty: 3043.301758
	Iteration 101Q: 3 clusters Score -1031785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1031783.687500 Penalty: 3043.301758
	Iteration 102Q: 3 clusters Score -1031784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1031783.687500 Penalty: 3043.301758
	Iteration 103F: 3 clusters Score -1031784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -459475.468750 Penalty: 1392.250732
	Iteration 0F: 2 clusters Score -459475.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -455324.000000 Penalty: 2784.501465
	Iteration 0F: 3 clusters Score -455324 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -456431.156250 Penalty: 2784.501465
	Iteration 1F: 3 clusters Score -456431.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -456593.250000 Penalty: 2784.501465
	Iteration 2F: 3 clusters Score -456593.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -456712.843750 Penalty: 2784.501465
	Iteration 3F: 3 clusters Score -456712.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -456789.375000 Penalty: 2784.501465
	Iteration 4Q: 3 clusters Score -456789.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -456839.843750 Penalty: 2784.501465
	Iteration 5Q: 3 clusters Score -456839.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -456882.156250 Penalty: 2784.501465
	Iteration 6Q: 3 clusters Score -456882.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -456915.718750 Penalty: 2784.501465
	Iteration 7Q: 3 clusters Score -456915.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -456947.625000 Penalty: 2784.501465
	Iteration 8Q: 3 clusters Score -456947.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -456970.968750 Penalty: 2784.501465
	Iteration 9Q: 3 clusters Score -456971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -456999.000000 Penalty: 2784.501465
	Iteration 10Q: 3 clusters Score -456999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -457025.437500 Penalty: 2784.501465
	Iteration 11Q: 3 clusters Score -457025.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -457060.875000 Penalty: 2784.501465
	Iteration 12Q: 3 clusters Score -457060.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -457101.812500 Penalty: 2784.501465
	Iteration 13Q: 3 clusters Score -457101.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -457150.531250 Penalty: 2784.501465
	Iteration 14Q: 3 clusters Score -457150.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -457204.593750 Penalty: 2784.501465
	Iteration 15Q: 3 clusters Score -457204.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -457265.062500 Penalty: 2784.501465
	Iteration 16Q: 3 clusters Score -457265.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -457358.937500 Penalty: 2784.501465
	Iteration 17Q: 3 clusters Score -457358.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -457470.031250 Penalty: 2784.501465
	Iteration 18Q: 3 clusters Score -457470 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -457568.781250 Penalty: 2784.501465
	Iteration 19Q: 3 clusters Score -457568.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -457666.187500 Penalty: 2784.501465
	Iteration 20F: 3 clusters Score -457666.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -457774.656250 Penalty: 2784.501465
	Iteration 21Q: 3 clusters Score -457774.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -457872.875000 Penalty: 2784.501465
	Iteration 22Q: 3 clusters Score -457872.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -457950.531250 Penalty: 2784.501465
	Iteration 23Q: 3 clusters Score -457950.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -458024.250000 Penalty: 2784.501465
	Iteration 24Q: 3 clusters Score -458024.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -458089.437500 Penalty: 2784.501465
	Iteration 25Q: 3 clusters Score -458089.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -458142.562500 Penalty: 2784.501465
	Iteration 26Q: 3 clusters Score -458142.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -458191.500000 Penalty: 2784.501465
	Iteration 27Q: 3 clusters Score -458191.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -458239.312500 Penalty: 2784.501465
	Iteration 28Q: 3 clusters Score -458239.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -458278.125000 Penalty: 2784.501465
	Iteration 29Q: 3 clusters Score -458278.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -458303.562500 Penalty: 2784.501465
	Iteration 30Q: 3 clusters Score -458303.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -458328.093750 Penalty: 2784.501465
	Iteration 31Q: 3 clusters Score -458328.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -458344.281250 Penalty: 2784.501465
	Iteration 32Q: 3 clusters Score -458344.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -458358.625000 Penalty: 2784.501465
	Iteration 33Q: 3 clusters Score -458358.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -458373.437500 Penalty: 2784.501465
	Iteration 34Q: 3 clusters Score -458373.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -458385.687500 Penalty: 2784.501465
	Iteration 35Q: 3 clusters Score -458385.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -458397.593750 Penalty: 2784.501465
	Iteration 36Q: 3 clusters Score -458397.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -458405.906250 Penalty: 2784.501465
	Iteration 37Q: 3 clusters Score -458405.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -458415.156250 Penalty: 2784.501465
	Iteration 38Q: 3 clusters Score -458415.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -458424.125000 Penalty: 2784.501465
	Iteration 39Q: 3 clusters Score -458424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -458429.500000 Penalty: 2784.501465
	Iteration 40F: 3 clusters Score -458429.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -458434.437500 Penalty: 2784.501465
	Iteration 41Q: 3 clusters Score -458434.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -458442.437500 Penalty: 2784.501465
	Iteration 42Q: 3 clusters Score -458442.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -458446.000000 Penalty: 2784.501465
	Iteration 43Q: 3 clusters Score -458446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -458449.375000 Penalty: 2784.501465
	Iteration 44Q: 3 clusters Score -458449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -458452.875000 Penalty: 2784.501465
	Iteration 45Q: 3 clusters Score -458452.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -458455.843750 Penalty: 2784.501465
	Iteration 46Q: 3 clusters Score -458455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -458457.968750 Penalty: 2784.501465
	Iteration 47Q: 3 clusters Score -458458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -458460.656250 Penalty: 2784.501465
	Iteration 48Q: 3 clusters Score -458460.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -458462.937500 Penalty: 2784.501465
	Iteration 49Q: 3 clusters Score -458462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -458461.937500 Penalty: 2784.501465
	Iteration 50Q: 3 clusters Score -458461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -458461.937500 Penalty: 2784.501465
	Iteration 51F: 3 clusters Score -458461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (20309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Entering Unmasked Estep 
Score: -1882046.125000 Penalty: 1611.808105
	Iteration 0F: 2 clusters Score -1882046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1868131.000000 Penalty: 3223.616211
	Iteration 0F: 3 clusters Score -1868131 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1873170.750000 Penalty: 3223.616211
	Iteration 1F: 3 clusters Score -1873171 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1873524.125000 Penalty: 3223.616211
	Iteration 2F: 3 clusters Score -1873524 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1873823.875000 Penalty: 3223.616211
	Iteration 3Q: 3 clusters Score -1873824 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1874180.875000 Penalty: 3223.616211
	Iteration 4Q: 3 clusters Score -1874181 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1874642.250000 Penalty: 3223.616211
	Iteration 5Q: 3 clusters Score -1874642 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1875274.875000 Penalty: 3223.616211
	Iteration 6F: 3 clusters Score -1875275 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1876156.750000 Penalty: 3223.616211
	Iteration 7F: 3 clusters Score -1876157 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1877198.750000 Penalty: 3223.616211
	Iteration 8F: 3 clusters Score -1877199 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1878293.500000 Penalty: 3223.616211
	Iteration 9F: 3 clusters Score -1878294 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1879210.875000 Penalty: 3223.616211
	Iteration 10F: 3 clusters Score -1879211 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1879825.250000 Penalty: 3223.616211
	Iteration 11Q: 3 clusters Score -1879825 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1880226.750000 Penalty: 3223.616211
	Iteration 12Q: 3 clusters Score -1880227 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1880442.250000 Penalty: 3223.616211
	Iteration 13Q: 3 clusters Score -1880442 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1880539.875000 Penalty: 3223.616211
	Iteration 14Q: 3 clusters Score -1880540 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1880585.125000 Penalty: 3223.616211
	Iteration 15Q: 3 clusters Score -1880585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1880608.625000 Penalty: 3223.616211
	Iteration 16Q: 3 clusters Score -1880609 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -1880622.375000 Penalty: 3223.616211
	Iteration 17Q: 3 clusters Score -1880622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1880633.000000 Penalty: 3223.616211
	Iteration 18Q: 3 clusters Score -1880633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1880637.625000 Penalty: 3223.616211
	Iteration 19Q: 3 clusters Score -1880638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1880645.125000 Penalty: 3223.616211
	Iteration 20F: 3 clusters Score -1880645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1880649.375000 Penalty: 3223.616211
	Iteration 21Q: 3 clusters Score -1880649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1880654.500000 Penalty: 3223.616211
	Iteration 22Q: 3 clusters Score -1880654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1880660.750000 Penalty: 3223.616211
	Iteration 23Q: 3 clusters Score -1880661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1880660.750000 Penalty: 3223.616211
	Iteration 24F: 3 clusters Score -1880661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Entering Unmasked Estep 
Score: -561990.250000 Penalty: 1418.500732
	Iteration 0F: 2 clusters Score -561990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -557289.125000 Penalty: 2837.001465
	Iteration 0F: 3 clusters Score -557289.1 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -558873.875000 Penalty: 2837.001465
	Iteration 1F: 3 clusters Score -558873.9 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -559199.312500 Penalty: 2837.001465
	Iteration 2F: 3 clusters Score -559199.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -559439.250000 Penalty: 2837.001465
	Iteration 3F: 3 clusters Score -559439.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -559622.687500 Penalty: 2837.001465
	Iteration 4Q: 3 clusters Score -559622.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -559806.437500 Penalty: 2837.001465
	Iteration 5Q: 3 clusters Score -559806.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -559963.500000 Penalty: 2837.001465
	Iteration 6Q: 3 clusters Score -559963.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -560124.000000 Penalty: 2837.001465
	Iteration 7Q: 3 clusters Score -560124 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -560301.062500 Penalty: 2837.001465
	Iteration 8Q: 3 clusters Score -560301.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -560442.687500 Penalty: 2837.001465
	Iteration 9Q: 3 clusters Score -560442.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -560558.437500 Penalty: 2837.001465
	Iteration 10Q: 3 clusters Score -560558.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -560676.187500 Penalty: 2837.001465
	Iteration 11Q: 3 clusters Score -560676.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -560763.875000 Penalty: 2837.001465
	Iteration 12Q: 3 clusters Score -560763.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -560839.937500 Penalty: 2837.001465
	Iteration 13Q: 3 clusters Score -560839.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -560898.562500 Penalty: 2837.001465
	Iteration 14Q: 3 clusters Score -560898.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -560930.625000 Penalty: 2837.001465
	Iteration 15Q: 3 clusters Score -560930.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -560953.812500 Penalty: 2837.001465
	Iteration 16Q: 3 clusters Score -560953.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -560973.187500 Penalty: 2837.001465
	Iteration 17Q: 3 clusters Score -560973.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -560984.187500 Penalty: 2837.001465
	Iteration 18Q: 3 clusters Score -560984.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -560991.312500 Penalty: 2837.001465
	Iteration 19Q: 3 clusters Score -560991.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -560995.625000 Penalty: 2837.001465
	Iteration 20F: 3 clusters Score -560995.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -561000.062500 Penalty: 2837.001465
	Iteration 21Q: 3 clusters Score -561000.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -561002.125000 Penalty: 2837.001465
	Iteration 22Q: 3 clusters Score -561002.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -561003.937500 Penalty: 2837.001465
	Iteration 23Q: 3 clusters Score -561003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -561004.875000 Penalty: 2837.001465
	Iteration 24Q: 3 clusters Score -561004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -561006.937500 Penalty: 2837.001465
	Iteration 25Q: 3 clusters Score -561006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -561007.125000 Penalty: 2837.001465
	Iteration 26Q: 3 clusters Score -561007.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -561006.812500 Penalty: 2837.001465
	Iteration 27Q: 3 clusters Score -561006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -561007.562500 Penalty: 2837.001465
	Iteration 28Q: 3 clusters Score -561007.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -561007.375000 Penalty: 2837.001465
	Iteration 29Q: 3 clusters Score -561007.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -561007.375000 Penalty: 2837.001465
	Iteration 30F: 3 clusters Score -561007.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Entering Unmasked Estep 
Score: -596788.812500 Penalty: 1432.207886
	Iteration 0F: 2 clusters Score -596788.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -591727.812500 Penalty: 2864.415771
	Iteration 0F: 3 clusters Score -591727.8 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -593270.812500 Penalty: 2864.415771
	Iteration 1F: 3 clusters Score -593270.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -593514.625000 Penalty: 2864.415771
	Iteration 2F: 3 clusters Score -593514.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -593676.000000 Penalty: 2864.415771
	Iteration 3F: 3 clusters Score -593676 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -593796.312500 Penalty: 2864.415771
	Iteration 4Q: 3 clusters Score -593796.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -593924.937500 Penalty: 2864.415771
	Iteration 5Q: 3 clusters Score -593924.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -594036.375000 Penalty: 2864.415771
	Iteration 6Q: 3 clusters Score -594036.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -594142.250000 Penalty: 2864.415771
	Iteration 7Q: 3 clusters Score -594142.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -594240.625000 Penalty: 2864.415771
	Iteration 8Q: 3 clusters Score -594240.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -594350.062500 Penalty: 2864.415771
	Iteration 9Q: 3 clusters Score -594350.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -594452.375000 Penalty: 2864.415771
	Iteration 10Q: 3 clusters Score -594452.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -594549.250000 Penalty: 2864.415771
	Iteration 11Q: 3 clusters Score -594549.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -594645.062500 Penalty: 2864.415771
	Iteration 12Q: 3 clusters Score -594645.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -594764.312500 Penalty: 2864.415771
	Iteration 13Q: 3 clusters Score -594764.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -594888.437500 Penalty: 2864.415771
	Iteration 14Q: 3 clusters Score -594888.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -594995.625000 Penalty: 2864.415771
	Iteration 15Q: 3 clusters Score -594995.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -595096.312500 Penalty: 2864.415771
	Iteration 16Q: 3 clusters Score -595096.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -595204.687500 Penalty: 2864.415771
	Iteration 17Q: 3 clusters Score -595204.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -595306.812500 Penalty: 2864.415771
	Iteration 18Q: 3 clusters Score -595306.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -595392.000000 Penalty: 2864.415771
	Iteration 19Q: 3 clusters Score -595392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -595459.500000 Penalty: 2864.415771
	Iteration 20F: 3 clusters Score -595459.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -595503.250000 Penalty: 2864.415771
	Iteration 21Q: 3 clusters Score -595503.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -595535.812500 Penalty: 2864.415771
	Iteration 22Q: 3 clusters Score -595535.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -595561.437500 Penalty: 2864.415771
	Iteration 23Q: 3 clusters Score -595561.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -595587.500000 Penalty: 2864.415771
	Iteration 24Q: 3 clusters Score -595587.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -595604.000000 Penalty: 2864.415771
	Iteration 25Q: 3 clusters Score -595604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -595615.187500 Penalty: 2864.415771
	Iteration 26Q: 3 clusters Score -595615.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -595621.250000 Penalty: 2864.415771
	Iteration 27Q: 3 clusters Score -595621.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -595632.375000 Penalty: 2864.415771
	Iteration 28Q: 3 clusters Score -595632.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -595638.687500 Penalty: 2864.415771
	Iteration 29Q: 3 clusters Score -595638.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -595646.812500 Penalty: 2864.415771
	Iteration 30Q: 3 clusters Score -595646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -595652.312500 Penalty: 2864.415771
	Iteration 31Q: 3 clusters Score -595652.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -595660.312500 Penalty: 2864.415771
	Iteration 32Q: 3 clusters Score -595660.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -595666.812500 Penalty: 2864.415771
	Iteration 33Q: 3 clusters Score -595666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -595674.937500 Penalty: 2864.415771
	Iteration 34Q: 3 clusters Score -595674.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -595682.937500 Penalty: 2864.415771
	Iteration 35Q: 3 clusters Score -595682.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -595687.250000 Penalty: 2864.415771
	Iteration 36Q: 3 clusters Score -595687.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -595691.750000 Penalty: 2864.415771
	Iteration 37Q: 3 clusters Score -595691.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -595693.875000 Penalty: 2864.415771
	Iteration 38Q: 3 clusters Score -595693.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -595698.562500 Penalty: 2864.415771
	Iteration 39Q: 3 clusters Score -595698.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -595702.500000 Penalty: 2864.415771
	Iteration 40F: 3 clusters Score -595702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -595704.937500 Penalty: 2864.415771
	Iteration 41Q: 3 clusters Score -595704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -595706.187500 Penalty: 2864.415771
	Iteration 42Q: 3 clusters Score -595706.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -595706.812500 Penalty: 2864.415771
	Iteration 43Q: 3 clusters Score -595706.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -595708.937500 Penalty: 2864.415771
	Iteration 44Q: 3 clusters Score -595708.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -595710.375000 Penalty: 2864.415771
	Iteration 45Q: 3 clusters Score -595710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -595710.625000 Penalty: 2864.415771
	Iteration 46Q: 3 clusters Score -595710.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -595712.250000 Penalty: 2864.415771
	Iteration 47Q: 3 clusters Score -595712.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -595714.375000 Penalty: 2864.415771
	Iteration 48Q: 3 clusters Score -595714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -595715.500000 Penalty: 2864.415771
	Iteration 49Q: 3 clusters Score -595715.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -595716.812500 Penalty: 2864.415771
	Iteration 50Q: 3 clusters Score -595716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -595716.812500 Penalty: 2864.415771
	Iteration 51Q: 3 clusters Score -595716.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -595718.000000 Penalty: 2864.415771
	Iteration 52Q: 3 clusters Score -595718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -595719.000000 Penalty: 2864.415771
	Iteration 53Q: 3 clusters Score -595719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -595718.250000 Penalty: 2864.415771
	Iteration 54Q: 3 clusters Score -595718.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -595718.250000 Penalty: 2864.415771
	Iteration 55F: 3 clusters Score -595718.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Entering Unmasked Estep 
Score: -557543.625000 Penalty: 1418.079590
	Iteration 0F: 2 clusters Score -557543.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -552789.375000 Penalty: 2836.159180
	Iteration 0F: 3 clusters Score -552789.4 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -554163.500000 Penalty: 2836.159180
	Iteration 1F: 3 clusters Score -554163.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -554379.562500 Penalty: 2836.159180
	Iteration 2F: 3 clusters Score -554379.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -554564.687500 Penalty: 2836.159180
	Iteration 3F: 3 clusters Score -554564.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -554739.625000 Penalty: 2836.159180
	Iteration 4Q: 3 clusters Score -554739.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -554906.000000 Penalty: 2836.159180
	Iteration 5Q: 3 clusters Score -554906 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -555070.187500 Penalty: 2836.159180
	Iteration 6Q: 3 clusters Score -555070.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -555238.625000 Penalty: 2836.159180
	Iteration 7Q: 3 clusters Score -555238.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -555422.062500 Penalty: 2836.159180
	Iteration 8Q: 3 clusters Score -555422.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -555604.375000 Penalty: 2836.159180
	Iteration 9Q: 3 clusters Score -555604.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -555786.500000 Penalty: 2836.159180
	Iteration 10Q: 3 clusters Score -555786.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -555952.000000 Penalty: 2836.159180
	Iteration 11Q: 3 clusters Score -555952 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -556090.125000 Penalty: 2836.159180
	Iteration 12Q: 3 clusters Score -556090.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -556224.000000 Penalty: 2836.159180
	Iteration 13Q: 3 clusters Score -556224 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -556353.187500 Penalty: 2836.159180
	Iteration 14Q: 3 clusters Score -556353.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -556487.562500 Penalty: 2836.159180
	Iteration 15Q: 3 clusters Score -556487.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -556598.687500 Penalty: 2836.159180
	Iteration 16Q: 3 clusters Score -556598.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -556688.187500 Penalty: 2836.159180
	Iteration 17Q: 3 clusters Score -556688.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -556777.875000 Penalty: 2836.159180
	Iteration 18Q: 3 clusters Score -556777.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -556838.375000 Penalty: 2836.159180
	Iteration 19Q: 3 clusters Score -556838.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -556883.750000 Penalty: 2836.159180
	Iteration 20F: 3 clusters Score -556883.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -556923.312500 Penalty: 2836.159180
	Iteration 21Q: 3 clusters Score -556923.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -556962.000000 Penalty: 2836.159180
	Iteration 22Q: 3 clusters Score -556962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -556994.875000 Penalty: 2836.159180
	Iteration 23Q: 3 clusters Score -556994.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -557034.250000 Penalty: 2836.159180
	Iteration 24Q: 3 clusters Score -557034.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -557071.687500 Penalty: 2836.159180
	Iteration 25Q: 3 clusters Score -557071.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -557098.750000 Penalty: 2836.159180
	Iteration 26Q: 3 clusters Score -557098.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -557115.875000 Penalty: 2836.159180
	Iteration 27Q: 3 clusters Score -557115.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -557132.062500 Penalty: 2836.159180
	Iteration 28Q: 3 clusters Score -557132.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -557143.625000 Penalty: 2836.159180
	Iteration 29Q: 3 clusters Score -557143.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -557151.062500 Penalty: 2836.159180
	Iteration 30Q: 3 clusters Score -557151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -557154.187500 Penalty: 2836.159180
	Iteration 31Q: 3 clusters Score -557154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -557155.687500 Penalty: 2836.159180
	Iteration 32Q: 3 clusters Score -557155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -557160.500000 Penalty: 2836.159180
	Iteration 33Q: 3 clusters Score -557160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -557161.250000 Penalty: 2836.159180
	Iteration 34Q: 3 clusters Score -557161.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -557161.250000 Penalty: 2836.159180
	Iteration 35Q: 3 clusters Score -557161.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -557162.250000 Penalty: 2836.159180
	Iteration 36Q: 3 clusters Score -557162.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -557163.062500 Penalty: 2836.159180
	Iteration 37Q: 3 clusters Score -557163.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -557162.500000 Penalty: 2836.159180
	Iteration 38Q: 3 clusters Score -557162.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -557161.937500 Penalty: 2836.159180
	Iteration 39Q: 3 clusters Score -557161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -557161.937500 Penalty: 2836.159180
	Iteration 40F: 3 clusters Score -557161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Entering Unmasked Estep 
Score: -487529.281250 Penalty: 1397.659668
	Iteration 0F: 2 clusters Score -487529.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -483246.250000 Penalty: 2795.319336
	Iteration 0F: 3 clusters Score -483246.2 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -484542.718750 Penalty: 2795.319336
	Iteration 1F: 3 clusters Score -484542.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -484803.250000 Penalty: 2795.319336
	Iteration 2F: 3 clusters Score -484803.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -484982.406250 Penalty: 2795.319336
	Iteration 3F: 3 clusters Score -484982.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -485139.000000 Penalty: 2795.319336
	Iteration 4Q: 3 clusters Score -485139 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -485310.843750 Penalty: 2795.319336
	Iteration 5Q: 3 clusters Score -485310.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -485440.468750 Penalty: 2795.319336
	Iteration 6Q: 3 clusters Score -485440.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -485577.125000 Penalty: 2795.319336
	Iteration 7Q: 3 clusters Score -485577.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -485703.843750 Penalty: 2795.319336
	Iteration 8Q: 3 clusters Score -485703.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -485827.906250 Penalty: 2795.319336
	Iteration 9Q: 3 clusters Score -485827.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -485932.062500 Penalty: 2795.319336
	Iteration 10Q: 3 clusters Score -485932.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -486031.031250 Penalty: 2795.319336
	Iteration 11Q: 3 clusters Score -486031 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -486116.250000 Penalty: 2795.319336
	Iteration 12Q: 3 clusters Score -486116.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -486184.312500 Penalty: 2795.319336
	Iteration 13Q: 3 clusters Score -486184.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -486237.187500 Penalty: 2795.319336
	Iteration 14Q: 3 clusters Score -486237.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -486269.343750 Penalty: 2795.319336
	Iteration 15Q: 3 clusters Score -486269.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -486288.062500 Penalty: 2795.319336
	Iteration 16Q: 3 clusters Score -486288.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -486302.656250 Penalty: 2795.319336
	Iteration 17Q: 3 clusters Score -486302.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -486314.000000 Penalty: 2795.319336
	Iteration 18Q: 3 clusters Score -486314 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -486325.093750 Penalty: 2795.319336
	Iteration 19Q: 3 clusters Score -486325.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -486338.437500 Penalty: 2795.319336
	Iteration 20F: 3 clusters Score -486338.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -486357.718750 Penalty: 2795.319336
	Iteration 21Q: 3 clusters Score -486357.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -486374.312500 Penalty: 2795.319336
	Iteration 22Q: 3 clusters Score -486374.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -486383.468750 Penalty: 2795.319336
	Iteration 23Q: 3 clusters Score -486383.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -486387.593750 Penalty: 2795.319336
	Iteration 24Q: 3 clusters Score -486387.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -486389.843750 Penalty: 2795.319336
	Iteration 25Q: 3 clusters Score -486389.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -486392.156250 Penalty: 2795.319336
	Iteration 26Q: 3 clusters Score -486392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -486395.531250 Penalty: 2795.319336
	Iteration 27Q: 3 clusters Score -486395.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -486396.968750 Penalty: 2795.319336
	Iteration 28Q: 3 clusters Score -486397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -486398.406250 Penalty: 2795.319336
	Iteration 29Q: 3 clusters Score -486398.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -486401.750000 Penalty: 2795.319336
	Iteration 30Q: 3 clusters Score -486401.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -486404.093750 Penalty: 2795.319336
	Iteration 31Q: 3 clusters Score -486404.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -486405.906250 Penalty: 2795.319336
	Iteration 32Q: 3 clusters Score -486405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -486409.906250 Penalty: 2795.319336
	Iteration 33Q: 3 clusters Score -486409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -486413.281250 Penalty: 2795.319336
	Iteration 34Q: 3 clusters Score -486413.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -486417.687500 Penalty: 2795.319336
	Iteration 35Q: 3 clusters Score -486417.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -486420.000000 Penalty: 2795.319336
	Iteration 36Q: 3 clusters Score -486420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -486422.468750 Penalty: 2795.319336
	Iteration 37Q: 3 clusters Score -486422.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -486425.500000 Penalty: 2795.319336
	Iteration 38Q: 3 clusters Score -486425.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -486428.687500 Penalty: 2795.319336
	Iteration 39Q: 3 clusters Score -486428.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -486432.125000 Penalty: 2795.319336
	Iteration 40F: 3 clusters Score -486432.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -486434.375000 Penalty: 2795.319336
	Iteration 41Q: 3 clusters Score -486434.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -486440.781250 Penalty: 2795.319336
	Iteration 42Q: 3 clusters Score -486440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -486445.625000 Penalty: 2795.319336
	Iteration 43Q: 3 clusters Score -486445.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -486449.437500 Penalty: 2795.319336
	Iteration 44Q: 3 clusters Score -486449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -486450.875000 Penalty: 2795.319336
	Iteration 45Q: 3 clusters Score -486450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -486453.781250 Penalty: 2795.319336
	Iteration 46Q: 3 clusters Score -486453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -486454.343750 Penalty: 2795.319336
	Iteration 47Q: 3 clusters Score -486454.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -486456.000000 Penalty: 2795.319336
	Iteration 48Q: 3 clusters Score -486456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -486458.687500 Penalty: 2795.319336
	Iteration 49Q: 3 clusters Score -486458.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -486463.437500 Penalty: 2795.319336
	Iteration 50Q: 3 clusters Score -486463.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -486466.125000 Penalty: 2795.319336
	Iteration 51Q: 3 clusters Score -486466.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -486468.375000 Penalty: 2795.319336
	Iteration 52Q: 3 clusters Score -486468.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -486471.093750 Penalty: 2795.319336
	Iteration 53Q: 3 clusters Score -486471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -486471.218750 Penalty: 2795.319336
	Iteration 54Q: 3 clusters Score -486471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -486471.218750 Penalty: 2795.319336
	Iteration 55F: 3 clusters Score -486471.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -94316.062500 Penalty: 1156.017822
	Iteration 0F: 2 clusters Score -94316.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -92810.460938 Penalty: 2312.035645
	Iteration 0F: 3 clusters Score -92810.46 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -93220.750000 Penalty: 2312.035645
	Iteration 1F: 3 clusters Score -93220.75 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -93340.632812 Penalty: 2312.035645
	Iteration 2F: 3 clusters Score -93340.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -93432.281250 Penalty: 2312.035645
	Iteration 3F: 3 clusters Score -93432.28 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -93515.070312 Penalty: 2312.035645
	Iteration 4Q: 3 clusters Score -93515.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -93551.359375 Penalty: 2312.035645
	Iteration 5Q: 3 clusters Score -93551.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -93580.179688 Penalty: 2312.035645
	Iteration 6Q: 3 clusters Score -93580.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -93648.023438 Penalty: 2312.035645
	Iteration 7Q: 3 clusters Score -93648.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -93687.890625 Penalty: 2312.035645
	Iteration 8Q: 3 clusters Score -93687.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -93733.406250 Penalty: 2312.035645
	Iteration 9Q: 3 clusters Score -93733.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -93774.039062 Penalty: 2312.035645
	Iteration 10Q: 3 clusters Score -93774.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -93793.914062 Penalty: 2312.035645
	Iteration 11Q: 3 clusters Score -93793.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -93804.968750 Penalty: 2312.035645
	Iteration 12Q: 3 clusters Score -93804.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -93824.648438 Penalty: 2312.035645
	Iteration 13Q: 3 clusters Score -93824.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -93836.687500 Penalty: 2312.035645
	Iteration 14Q: 3 clusters Score -93836.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -93846.726562 Penalty: 2312.035645
	Iteration 15Q: 3 clusters Score -93846.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -93850.234375 Penalty: 2312.035645
	Iteration 16Q: 3 clusters Score -93850.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93851.328125 Penalty: 2312.035645
	Iteration 17Q: 3 clusters Score -93851.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -93851.328125 Penalty: 2312.035645
	Iteration 18F: 3 clusters Score -93851.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -444971.468750 Penalty: 1378.119751
	Iteration 0F: 2 clusters Score -444971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -441058.531250 Penalty: 2756.239502
	Iteration 0F: 3 clusters Score -441058.5 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -442126.343750 Penalty: 2756.239502
	Iteration 1F: 3 clusters Score -442126.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -442333.312500 Penalty: 2756.239502
	Iteration 2F: 3 clusters Score -442333.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -442461.031250 Penalty: 2756.239502
	Iteration 3F: 3 clusters Score -442461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -442557.000000 Penalty: 2756.239502
	Iteration 4Q: 3 clusters Score -442557 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -442638.500000 Penalty: 2756.239502
	Iteration 5Q: 3 clusters Score -442638.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -442704.562500 Penalty: 2756.239502
	Iteration 6Q: 3 clusters Score -442704.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -442765.343750 Penalty: 2756.239502
	Iteration 7Q: 3 clusters Score -442765.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -442824.781250 Penalty: 2756.239502
	Iteration 8Q: 3 clusters Score -442824.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -442900.312500 Penalty: 2756.239502
	Iteration 9Q: 3 clusters Score -442900.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -442984.718750 Penalty: 2756.239502
	Iteration 10Q: 3 clusters Score -442984.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -443069.406250 Penalty: 2756.239502
	Iteration 11Q: 3 clusters Score -443069.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -443155.750000 Penalty: 2756.239502
	Iteration 12Q: 3 clusters Score -443155.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -443236.062500 Penalty: 2756.239502
	Iteration 13Q: 3 clusters Score -443236.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -443310.562500 Penalty: 2756.239502
	Iteration 14Q: 3 clusters Score -443310.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -443370.687500 Penalty: 2756.239502
	Iteration 15Q: 3 clusters Score -443370.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -443426.062500 Penalty: 2756.239502
	Iteration 16Q: 3 clusters Score -443426.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -443472.031250 Penalty: 2756.239502
	Iteration 17Q: 3 clusters Score -443472 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -443513.593750 Penalty: 2756.239502
	Iteration 18Q: 3 clusters Score -443513.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -443558.125000 Penalty: 2756.239502
	Iteration 19Q: 3 clusters Score -443558.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -443602.718750 Penalty: 2756.239502
	Iteration 20F: 3 clusters Score -443602.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -443650.812500 Penalty: 2756.239502
	Iteration 21Q: 3 clusters Score -443650.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -443685.312500 Penalty: 2756.239502
	Iteration 22Q: 3 clusters Score -443685.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -443712.906250 Penalty: 2756.239502
	Iteration 23Q: 3 clusters Score -443712.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -443734.062500 Penalty: 2756.239502
	Iteration 24Q: 3 clusters Score -443734.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -443756.062500 Penalty: 2756.239502
	Iteration 25Q: 3 clusters Score -443756.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -443771.812500 Penalty: 2756.239502
	Iteration 26Q: 3 clusters Score -443771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -443786.062500 Penalty: 2756.239502
	Iteration 27Q: 3 clusters Score -443786.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -443796.156250 Penalty: 2756.239502
	Iteration 28Q: 3 clusters Score -443796.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -443804.156250 Penalty: 2756.239502
	Iteration 29Q: 3 clusters Score -443804.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -443811.562500 Penalty: 2756.239502
	Iteration 30Q: 3 clusters Score -443811.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -443816.593750 Penalty: 2756.239502
	Iteration 31Q: 3 clusters Score -443816.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -443821.937500 Penalty: 2756.239502
	Iteration 32Q: 3 clusters Score -443821.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -443825.406250 Penalty: 2756.239502
	Iteration 33Q: 3 clusters Score -443825.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -443835.156250 Penalty: 2756.239502
	Iteration 34Q: 3 clusters Score -443835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -443840.437500 Penalty: 2756.239502
	Iteration 35Q: 3 clusters Score -443840.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -443840.562500 Penalty: 2756.239502
	Iteration 36Q: 3 clusters Score -443840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -443840.906250 Penalty: 2756.239502
	Iteration 37Q: 3 clusters Score -443840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -443840.906250 Penalty: 2756.239502
	Iteration 38F: 3 clusters Score -443840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (67473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67473 members 
Entering Unmasked Estep 
Score: -6257281.500000 Penalty: 1806.916016
	Iteration 0F: 2 clusters Score -6257282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -6212593.000000 Penalty: 3613.832031
	Iteration 0F: 3 clusters Score -6212593 nChanged 31867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -6230803.000000 Penalty: 3613.832031
	Iteration 1F: 3 clusters Score -6230803 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -6231640.000000 Penalty: 3613.832031
	Iteration 2Q: 3 clusters Score -6231640 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -6232852.000000 Penalty: 3613.832031
	Iteration 3Q: 3 clusters Score -6232852 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -6234648.500000 Penalty: 3613.832031
	Iteration 4F: 3 clusters Score -6234648 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6237345.000000 Penalty: 3613.832031
	Iteration 5F: 3 clusters Score -6237345 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -6240966.500000 Penalty: 3613.832031
	Iteration 6F: 3 clusters Score -6240966 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -6244954.000000 Penalty: 3613.832031
	Iteration 7F: 3 clusters Score -6244954 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 59245 members 
Entering Unmasked Estep 
Score: -6248681.500000 Penalty: 3613.832031
	Iteration 8F: 3 clusters Score -6248682 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 62358 members 
Entering Unmasked Estep 
Score: -6251502.000000 Penalty: 3613.832031
	Iteration 9Q: 3 clusters Score -6251502 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -6253318.500000 Penalty: 3613.832031
	Iteration 10Q: 3 clusters Score -6253318 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 65324 members 
Entering Unmasked Estep 
Score: -6254392.000000 Penalty: 3613.832031
	Iteration 11Q: 3 clusters Score -6254392 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -6254968.000000 Penalty: 3613.832031
	Iteration 12Q: 3 clusters Score -6254968 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 66146 members 
Entering Unmasked Estep 
Score: -6255272.000000 Penalty: 3613.832031
	Iteration 13Q: 3 clusters Score -6255272 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -6255488.500000 Penalty: 3613.832031
	Iteration 14Q: 3 clusters Score -6255488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 66463 members 
Entering Unmasked Estep 
Score: -6255624.500000 Penalty: 3613.832031
	Iteration 15Q: 3 clusters Score -6255624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 66542 members 
Entering Unmasked Estep 
Score: -6255703.500000 Penalty: 3613.832031
	Iteration 16Q: 3 clusters Score -6255704 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -6255751.000000 Penalty: 3613.832031
	Iteration 17Q: 3 clusters Score -6255751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 66632 members 
Entering Unmasked Estep 
Score: -6255782.500000 Penalty: 3613.832031
	Iteration 18Q: 3 clusters Score -6255782 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -6255816.500000 Penalty: 3613.832031
	Iteration 19Q: 3 clusters Score -6255816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 66676 members 
Entering Unmasked Estep 
Score: -6255835.500000 Penalty: 3613.832031
	Iteration 20F: 3 clusters Score -6255836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 66691 members 
Entering Unmasked Estep 
Score: -6255847.000000 Penalty: 3613.832031
	Iteration 21Q: 3 clusters Score -6255847 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 66702 members 
Entering Unmasked Estep 
Score: -6255852.000000 Penalty: 3613.832031
	Iteration 22Q: 3 clusters Score -6255852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 66714 members 
Entering Unmasked Estep 
Score: -6255867.000000 Penalty: 3613.832031
	Iteration 23Q: 3 clusters Score -6255867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -6255869.000000 Penalty: 3613.832031
	Iteration 24Q: 3 clusters Score -6255869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -6255873.500000 Penalty: 3613.832031
	Iteration 25Q: 3 clusters Score -6255874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 66731 members 
Entering Unmasked Estep 
Score: -6255874.000000 Penalty: 3613.832031
	Iteration 26Q: 3 clusters Score -6255874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -6255871.000000 Penalty: 3613.832031
	Iteration 27Q: 3 clusters Score -6255871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 66732 members 
Entering Unmasked Estep 
Score: -6255871.000000 Penalty: 3613.832031
	Iteration 28F: 3 clusters Score -6255871 nChanged 0
--- Evaluating fit on full set of 845145 points ---
Entering Unmasked Estep 
Score: -74500968.000000 Penalty: 53224.328125
25->25 Clusters: Score -74500968.000000, best is -74530392.000000

Main iterations: 0 (time per=infms)
Total iterations: 45591 (time per=90.206842ms)
Iterations metric 2: 618348937216.000000 (time per=6.650970ns)
Iterations metric 3: 14841254248448.000000 (time per=277.107315ps)

That took 4112.620117 seconds.
